{"id":"W2136638842","doi":"10.1007/978-1-4020-9132-2_31","title":"A Study in the Development of a Farm System on the Canadian Prairies","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Rice Cultivation and Yield Improvement","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Agroforestry; Environmental science; Sustainable development; Geography; Environmental resource management; Business; Ecology; Biology","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":[0.000375003,0.0001175661,0.0001238949,0.00001451446,0.0001770949,0.00002908976,0.0002996722,0.00006806057,0.0003053066],"category_scores_gemma":[0.000009722529,0.00002345369,0.00003534052,0.00003764143,0.00002736787,0.000008856625,0.00002521974,0.0001184778,0.0000360488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006866921,"about_ca_system_score_gemma":0.00005234809,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05848571,"about_ca_topic_score_gemma":0.9642028,"domain_scores_codex":[0.9992807,0.00002803456,0.0002419005,0.0001350355,0.000205873,0.0001084854],"domain_scores_gemma":[0.9996759,0.00009347608,0.00009611537,0.00006296878,0.00004319847,0.00002837235],"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":[0.00001714111,0.0001711618,0.001833101,0.00001939664,0.000078126,0.000008250702,0.01427181,1.114095e-7,0.0001227008,0.9021648,0.001574821,0.07973853],"study_design_scores_gemma":[0.0002243407,0.001000077,0.2776118,0.0002936957,0.0000274235,0.000002803744,0.05754124,0.000001175693,0.0002399193,0.0009464889,0.6616154,0.00049562],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.05659198,0.000008728523,1.550011e-7,0.00171415,0.00004868659,0.001002843,0.000006513435,0.000009892324,0.940617],"genre_scores_gemma":[0.9248886,7.890556e-7,0.000005321943,0.0004915306,0.00002500921,0.00004533675,0.000007045479,5.066982e-7,0.07453588],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9057171,"threshold_uncertainty_score":0.9477839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1086272976320906,"score_gpt":0.2284591288700578,"score_spread":0.1198318312379673,"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."}}