{"id":"W2301771114","doi":"10.14288/1.0095470","title":"Micro economic approaches to technical change in the Canadian beef cattle industry: two studies of crossbreeding as an innovation","year":2010,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Agricultural Economics and Policy","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Beef industry; Beef cattle; Business; Crossbreed; Agricultural economics; Agricultural science; Economics; Environmental science; Animal science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001605369,0.0002707251,0.0002912817,0.002417402,0.002461638,0.002454847,0.00085749,0.0007410983,0.00278755],"category_scores_gemma":[0.003214215,0.0002016569,0.0004789465,0.001895056,0.004011496,0.001167587,0.001176502,0.0008260274,0.00008097173],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03196044,"about_ca_system_score_gemma":0.01120223,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6597004,"about_ca_topic_score_gemma":0.7058021,"domain_scores_codex":[0.9991732,0.0002065824,0.00001710848,0.0001015555,0.0002393314,0.0002621522],"domain_scores_gemma":[0.9974964,0.001385684,0.0003864077,0.0001175264,0.0003686847,0.0002451002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002240896,0.0005586473,0.2471803,0.0003486323,0.0002046272,0.001338739,0.02329002,0.04281646,0.003736028,0.5448455,0.002281169,0.1331758],"study_design_scores_gemma":[0.00004794918,0.0002868392,0.7879419,0.0001634449,0.0001683357,0.0003262939,0.03544972,0.07577708,0.001284453,0.0640968,0.03434508,0.000112171],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9246231,0.002574798,0.009129945,0.003568346,0.00002290305,0.0001076293,0.0000980084,0.00002520182,0.05985004],"genre_scores_gemma":[0.9948688,0.0007718613,0.00134522,0.0001123539,0.000008921802,0.00002168474,0.00001408039,0.00000384643,0.002853379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3402996,"threshold_uncertainty_score":0.6846074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09616897165872931,"score_gpt":0.2393964762863206,"score_spread":0.1432275046275913,"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."}}