{"id":"W4229586379","doi":"10.7551/mitpress/9780262036573.003.0001","title":"Introduction","year":2017,"lang":"en","type":"book-chapter","venue":"The MIT Press eBooks","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Popularity; Truck; Craft; Advertising; Political science; Business; Marketing; Engineering; Geography; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001030908,0.0002369261,0.0002027276,0.000002629184,0.0004456684,0.0001517346,0.0006694414,0.0002630792,0.0006417996],"category_scores_gemma":[0.00001083819,0.0000556239,0.0001478176,0.000001534903,0.0001249147,0.00003248238,0.0001774899,0.0003616631,0.0001542356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001355765,"about_ca_system_score_gemma":0.000003893793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009357282,"about_ca_topic_score_gemma":0.0002152834,"domain_scores_codex":[0.9991484,0.00001710148,0.0001450404,0.0003111879,0.0001986668,0.0001796617],"domain_scores_gemma":[0.9994535,0.0000373777,0.000205355,0.0002035647,0.00004919515,0.00005100729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003280874,0.00001358455,2.985761e-7,0.00001739509,0.0001516774,0.00001023137,0.0001539931,2.693995e-7,0.04055313,0.1598094,0.4878764,0.3113808],"study_design_scores_gemma":[0.00003178479,0.00006205088,0.00006448275,0.00002949007,0.00006240607,0.00001506604,0.000004429751,2.891725e-7,0.002120246,0.004595873,0.9928175,0.0001963392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001929196,0.0007547234,8.253843e-8,0.004965607,0.0005470061,0.0002688492,0.00006778036,0.00009623752,0.9931068],"genre_scores_gemma":[0.008860903,0.00007538848,0.00000237604,0.0001059691,0.008213863,0.000007583013,0.00005374099,0.000002141569,0.9826781],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5049412,"threshold_uncertainty_score":0.7027256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02693555647891535,"score_gpt":0.1965718811594425,"score_spread":0.1696363246805272,"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."}}