{"id":"W2191552004","doi":"","title":"Demographics of the Canadian cow-calf industry for the period 1991 to 2011.","year":2015,"lang":"en","type":"article","venue":"PubMed","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada; University of Saskatchewan","funders":"","keywords":"Herd; Livestock; Population; Agricultural science; Demographics; Census; Geography; Breed; Animal science; Business; Political science; Agricultural economics; Demography; Forestry; Economics; Biology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004524655,0.0004466052,0.0002531472,0.003880598,0.001645384,0.0008886517,0.001146031,0.0004463849,0.006319746],"category_scores_gemma":[0.001673467,0.0002974637,0.0003854274,0.006345334,0.0003006513,0.0005198254,0.0005858294,0.0007534688,0.001589311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01490405,"about_ca_system_score_gemma":0.02234058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9874867,"about_ca_topic_score_gemma":0.9936033,"domain_scores_codex":[0.9992298,0.00002148418,0.00005174047,0.00008818641,0.0003786852,0.0002302121],"domain_scores_gemma":[0.9979868,0.00005414339,0.0004054022,0.00003731865,0.001115301,0.00040097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001607187,0.00007050356,0.8303699,0.0004979582,0.0001119037,0.0002370142,0.001535382,0.000508109,0.0004802873,0.0005578735,0.1345769,0.0308934],"study_design_scores_gemma":[0.000005098945,0.00002010282,0.9700515,0.00007058647,0.00001658284,0.0001283794,0.001029705,0.0001583065,0.00004217295,0.00002197737,0.02843913,0.00001648401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.3677746,0.004156543,0.0003884845,0.001774345,0.0001162647,0.0002823402,0.6055394,0.0001669672,0.01980101],"genre_scores_gemma":[0.7223428,0.006843945,0.001359625,0.0009376778,0.00007054878,0.0002979986,0.2464699,0.00004985969,0.02162766],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01490405,"threshold_uncertainty_score":0.108137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04809144004814372,"score_gpt":0.2028857540410891,"score_spread":0.1547943139929453,"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."}}