{"id":"W4415323604","doi":"10.1007/978-3-032-00190-0_15","title":"Regenerative Agriculture","year":2025,"lang":"en","type":"book-chapter","venue":"Advances in global change research","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Sustainability; Agroecology; Agriculture; Sustainable agriculture; Precision agriculture; Soil carbon; Ecosystem services; Resource (disambiguation)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002897677,0.0007361125,0.0003074944,0.001475584,0.00121848,0.002161568,0.0008422835,0.001107105,0.2497337],"category_scores_gemma":[0.0004001649,0.0002480231,0.0003354833,0.0009997197,0.0007386369,0.001398443,0.001427624,0.001355382,0.1325331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048364,"about_ca_system_score_gemma":0.0007445819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001807441,"about_ca_topic_score_gemma":0.006922036,"domain_scores_codex":[0.9997831,0.00001970985,0.000005845454,0.00004971366,0.0001172562,0.00002435978],"domain_scores_gemma":[0.9998451,0.00002681051,0.000007436827,0.00003813493,0.00005676894,0.00002573374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003178246,0.000049488,0.0001381315,0.0001684492,0.000003986677,0.000112353,0.0002325695,0.0003399006,0.003497121,0.1118272,0.3942558,0.4893432],"study_design_scores_gemma":[0.000001438385,0.00000412286,0.00009663733,0.0000292577,7.634252e-7,0.0000714441,0.00002903752,0.0000692464,0.0003210519,0.005523741,0.9938512,0.000002072843],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004952555,0.002477159,0.003392118,0.0007116315,0.0006093153,0.00003373656,0.000198016,0.0003551987,0.9917277],"genre_scores_gemma":[0.002205213,0.00105012,0.001251652,0.0002842432,0.0001040737,0.00002122593,0.0001651244,0.00008082287,0.9948375],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2497337,"threshold_uncertainty_score":0.8354424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05377404324898324,"score_gpt":0.3530162162035388,"score_spread":0.2992421729545556,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}