{"id":"W4378436227","doi":"10.1515/9780228002710-002","title":"Preface","year":2020,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"Agriculture Sustainability and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; McGill University","keywords":"Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001015185,0.0009793903,0.0008272332,0.002571661,0.002639669,0.005332028,0.001666596,0.001502429,0.6143838],"category_scores_gemma":[0.006118387,0.0004099677,0.0006617826,0.002545319,0.0008094261,0.003374967,0.002564519,0.003047483,0.4722587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002191047,"about_ca_system_score_gemma":0.0023365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003910287,"about_ca_topic_score_gemma":0.004442867,"domain_scores_codex":[0.9990149,0.0001218414,0.00006873793,0.0002207774,0.0004684438,0.0001054584],"domain_scores_gemma":[0.9971903,0.0004178985,0.0001141973,0.0003254817,0.001484702,0.0004672958],"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":[0.00001884141,0.00001465267,0.00008469021,0.00009550533,0.000001646421,0.00004094328,0.00008870897,0.00004721909,0.00009508999,0.005566481,0.9625276,0.0314187],"study_design_scores_gemma":[0.000001761243,0.000006386586,0.0001521302,0.00006966704,6.513001e-7,0.0000368569,0.00006367244,0.00001523263,0.00002867228,0.001006354,0.9986161,0.000002544853],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008232776,0.006725053,0.002809236,0.01249395,0.06182507,0.0002727337,0.007663362,0.00134868,0.9060387],"genre_scores_gemma":[0.00309251,0.003274173,0.001102236,0.002999776,0.008027094,0.0001335112,0.005905684,0.0006541321,0.9748108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6143838,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009873444249880582,"score_gpt":0.1798683341638594,"score_spread":0.1699948899139788,"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."}}