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Untangling from industrial corporate systems dependency is a lifelong process, and one that jumpstarts with this trove of advice.","forthcoming":false,"isbn13":"9781733686648","publication_date":"20260127","publisher":"Rizzoli","slug":"pitchfork-pulpit","subtitle":"Wisdom and Practice in a Self-reliant Life","title":"Pitchfork Pulpit"},"discovery":{"categories":{"all":[{"bisac_code":"TEC003070","confidence_band":"medium","label":"Sustainable Agriculture","score":0.8071,"source":"bisac_hint_model"},{"bisac_code":"TEC003090","confidence_band":"medium","label":"Organic Farming","score":0.7868,"source":"bisac_hint_model"},{"bisac_code":"SOC026020","confidence_band":"medium","label":"Rural Life","score":0.7733,"source":"bisac_hint_model"}],"hint":[{"bisac_code":"TEC003070","confidence_band":"medium","label":"Sustainable Agriculture","score":0.8071,"source":"bisac_hint_model"},{"bisac_code":"TEC003090","confidence_band":"medium","label":"Organic Farming","score":0.7868,"source":"bisac_hint_model"},{"bisac_code":"SOC026020","confidence_band":"medium","label":"Rural Life","score":0.7733,"source":"bisac_hint_model"}],"publisher":[{"bisac_code":"HOM022000","confidence_band":"high","label":"Sustainable Living","score":1,"source":"onix_publisher_code"},{"bisac_code":"NAT024000","confidence_band":"high","label":"Nature Writing","score":1,"source":"onix_publisher_code"},{"bisac_code":"SOC026020","confidence_band":"high","label":"Rural Life","score":1,"source":"onix_publisher_code"}]},"genres":[{"label":"Sustainable Agriculture","score":0.8071,"slug":"sustainable-agriculture"},{"label":"Organic Farming","score":0.7868,"slug":"organic-farming"},{"label":"Rural Life","score":0.7733,"slug":"rural-life"}],"reader_fit":["Good for readers interested in homesteading, small farming, and self-reliance","Readers seeking practical advice on land and livestock management"],"related_lists":[],"series":null,"similar_books":[{"authors":["Joel Salatin","Amy Fewell"],"book_id":"9781733686631","cover_image_url":"https://img.bookfrontier.com/9781733686631.jpg?v=3acceed1072958f3","score":0.7697,"title":"Homestead Tsunami","url":"https://bookfrontier.com/books/9781733686631"},{"authors":["Joel Salatin"],"book_id":"9781733686624","cover_image_url":"https://img.bookfrontier.com/9781733686624.jpg?v=76f9dfee9615341e","score":0.7691,"title":"Polyface Micro","url":"https://bookfrontier.com/books/9781733686624"},{"authors":["Joel Salatin"],"book_id":"9780963810960","cover_image_url":"https://img.bookfrontier.com/9780963810960.jpg?v=5938c241fd38e2f2","score":0.7668,"title":"The Sheer Ecstasy of Being a Lunatic Farmer","url":"https://bookfrontier.com/books/9780963810960"},{"authors":["Joel Salatin"],"book_id":"9780963810922","cover_image_url":"https://img.bookfrontier.com/9780963810922.jpg?v=ec08c012f73d5a6b","score":0.7615,"title":"You Can Farm","url":"https://bookfrontier.com/books/9780963810922"},{"authors":["Beth Dougherty","Shawn Dougherty"],"book_id":"9781603586221","cover_image_url":"https://img.bookfrontier.com/9781603586221.jpg?v=a722ab86d0e704c8","score":0.7471,"title":"The Independent Farmstead","url":"https://bookfrontier.com/books/9781603586221"},{"authors":["Joel Salatin"],"book_id":"9780963810953","cover_image_url":"https://img.bookfrontier.com/9780963810953.jpg?v=44bdf241bed71877","score":0.7447,"title":"Everything I Want to Do Is Illegal","url":"https://bookfrontier.com/books/9780963810953"},{"authors":["Edmund Morris"],"book_id":"9780486437378","cover_image_url":"https://img.bookfrontier.com/9780486437378.jpg?v=b42dfa10b64c778a","score":0.7333,"title":"Ten Acres Enough","url":"https://bookfrontier.com/books/9780486437378"},{"authors":["Eliot Coleman"],"book_id":"9781645023067","cover_image_url":"https://img.bookfrontier.com/9781645023067.jpg?v=fa9363bada6356ae","score":0.7202,"title":"The Self-fed Farm and Garden","url":"https://bookfrontier.com/books/9781645023067"}],"topics":[{"evidence_refs":["keyword:self-sufficient living"],"label":"Self","score":0.1238,"slug":"self"},{"evidence_refs":["keyword:small farm life"],"label":"Life","score":0.0567,"slug":"life"},{"evidence_refs":["keyword:farm philosophy"],"label":"Philosophy","score":0.0334,"slug":"philosophy"}],"what_you_get":["Themes: Self-reliant living, Small-scale farming, Practical land stewardship.","Themes: Self, Life, Philosophy.","Reading lane: Sustainable Agriculture and Organic Farming."]},"llm_signals":{"confidence":0.92,"pacing":"unknown","reader_fit":["Readers interested in homesteading, small farming, and self-reliance","Readers seeking practical advice on land and livestock management"],"themes":["Self-reliant living","Small-scale farming","Practical land stewardship"],"tropes":[]},"source_presence":{"amazon":true,"book_detail":true,"goodreads":true,"llm_signals":true,"similarity_seed":true},"stats":{"amazon_ratings_count":2,"goodreads_ratings_count":4,"goodreads_reviews_count":3,"quality_score":0.8324}}