{"id":"W6973606847","doi":"10.57912/23834523","title":"The Sheep Ranching Industry of Canada","year":2023,"lang":"en","type":"dissertation","venue":"American University Research Archive","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livestock; Agriculture; Productivity; Work (physics); Production (economics)","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":[0.0003869014,0.0001310352,0.0002172343,0.00002929163,0.001117592,0.00002272091,0.000812974,0.0001010875,0.00003408562],"category_scores_gemma":[0.00008074995,0.00004690155,0.00009642538,0.001128927,0.0003444999,0.00003516274,0.0001480822,0.001297082,0.000009905526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196907,"about_ca_system_score_gemma":0.0003686579,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7994564,"about_ca_topic_score_gemma":0.9824646,"domain_scores_codex":[0.9980206,0.0003843175,0.0001308897,0.0002755825,0.0006898335,0.0004987017],"domain_scores_gemma":[0.9976869,0.001694678,0.0001631732,0.00008717332,0.0002086174,0.0001594561],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002171119,0.0001471822,0.01364152,0.00007540729,0.0006399759,0.0003695646,0.005083022,0.00003187352,0.06380969,0.00597689,0.2317849,0.6762689],"study_design_scores_gemma":[0.0001120039,0.0003460451,0.6381118,0.00008638568,0.0000236018,0.000001516892,0.1681323,0.00001766386,0.0002744431,0.0006004455,0.1919863,0.0003074527],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9615315,0.00004671684,3.22251e-7,0.0005304767,0.0001297293,0.0002501124,0.0003561323,0.00002787643,0.03712717],"genre_scores_gemma":[0.9654768,0.0005696483,0.00001339554,0.00002400948,0.0001854232,0.000001902832,0.000957175,0.000002159654,0.0327695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6759614,"threshold_uncertainty_score":0.859573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01697790838064202,"score_gpt":0.2474836194838069,"score_spread":0.2305057111031649,"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."}}