{"id":"W3083563038","doi":"10.1007/978-3-030-46409-7_23","title":"No-Till Farming Systems in Resource-Limited Contexts: Understanding Complex Adoption Behavior and Implications for Policy","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Incentive; Agriculture; Payment; Business; Context (archaeology); Ecosystem services; Direct Payments; Resource (disambiguation); Cropping; Environmental resource management; Agricultural policy; Public economics; Natural resource economics; Economics; Environmental economics; Ecosystem; Geography; Microeconomics; Ecology; Computer science","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":[0.0007842723,0.000134279,0.0001937677,0.0002304568,0.000620197,0.002072701,0.0005190379,0.0006019845,0.004857583],"category_scores_gemma":[0.00190996,0.0001206738,0.0001419057,0.0007221393,0.001620004,0.003196212,0.0007728796,0.000599631,0.0002668679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00124361,"about_ca_system_score_gemma":0.000871844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004171296,"about_ca_topic_score_gemma":0.0186596,"domain_scores_codex":[0.9996843,0.0001622782,0.000006003993,0.00005235681,0.00004234269,0.0000527527],"domain_scores_gemma":[0.9989317,0.0007578692,0.0001494009,0.00005439359,0.00003411885,0.00007234073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001416083,0.0006866588,0.08288196,0.0004158787,0.00005408703,0.0009241119,0.0288097,0.007413762,0.007441856,0.5561805,0.01081639,0.3042334],"study_design_scores_gemma":[0.00002220569,0.0002607974,0.2721589,0.0004561521,0.00003991082,0.0005404229,0.04620243,0.01451584,0.001043385,0.5395612,0.1251445,0.00005437498],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7772072,0.005312376,0.01454954,0.01100414,0.00007672569,0.00006094966,0.0001384623,0.0000339672,0.1916167],"genre_scores_gemma":[0.9775956,0.002896048,0.003985859,0.0004239302,0.00002082203,0.00002890836,0.00006872269,0.00001116544,0.01496895],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004857583,"threshold_uncertainty_score":0.01625019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1931482975251919,"score_gpt":0.3086839768715297,"score_spread":0.1155356793463377,"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."}}