{"id":"W6941948553","doi":"10.14288/1.0431628","title":"Replication Data for: Livestock hauler and dairy farmer perspectives about cull dairy cattle transport and cattle transport regulations in British Columbia, Canada","year":2023,"lang":"en","type":"dataset","venue":"Open Collections","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Livestock; Dairy cattle; Animal welfare; Limiting; Welfare; Beef cattle; Dairy industry","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":[0.007598049,0.0005919043,0.0008961072,0.003292555,0.01170133,0.005033756,0.002085466,0.00106068,0.09018601],"category_scores_gemma":[0.03671606,0.0004570083,0.0005854872,0.008263185,0.001495118,0.001208606,0.002232597,0.001606974,0.005471741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05541407,"about_ca_system_score_gemma":0.1738358,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.987685,"about_ca_topic_score_gemma":0.9942406,"domain_scores_codex":[0.9957605,0.000602725,0.0003455909,0.0004726763,0.001640921,0.001177594],"domain_scores_gemma":[0.9432601,0.005653429,0.001128769,0.002308028,0.04461693,0.0030328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006296013,0.0002610507,0.06158027,0.002575712,0.00009107261,0.0006724207,0.06786592,0.0003308767,0.0009591136,0.002941085,0.7563331,0.1057597],"study_design_scores_gemma":[0.00032225,0.0001327374,0.4442691,0.004507022,0.0001057047,0.00010818,0.1904349,0.0003657402,0.0005610308,0.0007693977,0.3581877,0.0002361423],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.2539262,0.002313552,0.002896028,0.01951371,0.003290656,0.01643459,0.4407375,0.0005604689,0.2603273],"genre_scores_gemma":[0.653486,0.00250164,0.00898006,0.005700354,0.000224784,0.03892048,0.0899328,0.0003843695,0.1998697],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.09018601,"threshold_uncertainty_score":0.4020591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02538071411471709,"score_gpt":0.2501700690326887,"score_spread":0.2247893549179716,"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."}}