{"id":"W4401905086","doi":"10.1007/978-3-031-61459-0_10","title":"Organic Farming and Sustainable Agriculture","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Agricultural Systems and Practices","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Agriculture; Organic farming; Sustainable agriculture; Integrated farming; Business; Sustainable Agriculture Innovation Network; Agroforestry; Environmental planning; Geography; Environmental science; Archaeology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001708785,0.0003500622,0.0003121684,0.00001049164,0.0002787137,0.0003784223,0.000165183,0.0004309754,0.004534096],"category_scores_gemma":[0.00001151708,0.0000848436,0.0001200114,0.00007392199,0.00003484664,0.0002115071,0.0002537157,0.0003849575,0.0005528351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004271355,"about_ca_system_score_gemma":0.000005723258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004168893,"about_ca_topic_score_gemma":0.0009475284,"domain_scores_codex":[0.9987087,0.00001148074,0.000240188,0.0004867883,0.0002169948,0.0003358538],"domain_scores_gemma":[0.9994435,0.0001382014,0.0001366081,0.00004279002,0.0001091483,0.0001297907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009307261,0.00001198992,0.00002379621,0.0002399301,0.0001597174,0.0002265751,0.0001043626,1.086975e-7,0.0245841,0.879266,0.0711418,0.02423228],"study_design_scores_gemma":[0.00002073861,0.00008863999,0.0001704503,0.00009832416,0.00007687524,0.0001137767,0.0007475113,6.294379e-7,0.00006164797,0.01121107,0.9870419,0.0003684259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003448771,0.008756816,2.268907e-7,0.00244332,0.0001723282,0.0003585716,0.00002728081,0.0002149486,0.9845777],"genre_scores_gemma":[0.02322507,0.0007805643,0.000009102587,0.0001360015,0.0009852489,0.000006798924,0.00009522196,0.000002474354,0.9747595],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9159001,"threshold_uncertainty_score":0.9963759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0112966629094723,"score_gpt":0.1895307171215805,"score_spread":0.1782340542121083,"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."}}