{"id":"W3024306457","doi":"","title":"Changing demographics of the Canadian cow-calf industry for the period 2011 to 2016.","year":2018,"lang":"en","type":"article","venue":"PubMed","topic":"Agriculture and Farm Safety","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Demographics; Census; Geography; Demography; Animal science; Political science; Sociology; Biology; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003282524,0.00007786425,0.00007961684,0.00001088306,0.0006700663,0.00003035375,0.0003828577,0.0001519859,0.00006068554],"category_scores_gemma":[0.00003045113,0.00001760122,0.00008857896,0.000409232,0.0001129258,0.00003166307,0.0000598636,0.000128332,0.000008311321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002096337,"about_ca_system_score_gemma":0.00001615673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009841437,"about_ca_topic_score_gemma":0.3755003,"domain_scores_codex":[0.9992248,0.00002254555,0.0001048218,0.000130889,0.000116135,0.0004008188],"domain_scores_gemma":[0.9995554,0.00007363309,0.00004833026,0.0000665919,0.0001031008,0.0001529458],"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":[0.00006993699,0.00006751843,0.130297,0.000009912312,0.0001150331,9.217525e-7,0.001520884,0.000004149673,0.002063434,0.003935783,0.06292014,0.7989953],"study_design_scores_gemma":[0.00003282907,0.00002124535,0.7872127,0.000002575401,0.00001257559,0.000001474775,0.0004295182,0.000002618611,0.0002326704,0.00006627788,0.2119243,0.00006118446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560341,0.000175582,0.00000742237,0.03783471,0.0006482195,0.001682204,0.0001522487,0.00002328915,0.0034422],"genre_scores_gemma":[0.995477,0.000004898134,0.000009407313,0.001887507,0.0007030006,0.0003567134,0.000004632591,6.302769e-7,0.001556165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7989341,"threshold_uncertainty_score":0.9967521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02685659008746577,"score_gpt":0.1958127026232184,"score_spread":0.1689561125357526,"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."}}