{"id":"W6894426293","doi":"10.5683/sp3/cnf5js","title":"Canadian beef producer survey, 2020","year":2022,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Beef cattle; Agriculture; Polling; Survey data collection; Grazing; Survey research; Agribusiness","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":[0.002287466,0.001199879,0.0008967744,0.004705265,0.001826001,0.002288581,0.002721399,0.0009219082,0.03680628],"category_scores_gemma":[0.009961707,0.0007263211,0.0007630778,0.01378111,0.0002697866,0.0008943255,0.001191914,0.001238694,0.01998571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02468997,"about_ca_system_score_gemma":0.03056436,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9730354,"about_ca_topic_score_gemma":0.9842618,"domain_scores_codex":[0.9975814,0.0001753734,0.0002028516,0.0004167363,0.001226187,0.0003974863],"domain_scores_gemma":[0.9913943,0.0004306256,0.0005075277,0.0004189754,0.006414406,0.0008341774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008627895,0.00002359736,0.006923822,0.0003101778,0.00003536008,0.0000188399,0.00005619549,0.0001278518,0.00004396145,0.0003756328,0.9881353,0.003862901],"study_design_scores_gemma":[0.0002273764,0.00003886573,0.2083225,0.000424755,0.00008180922,0.00006948703,0.0004192027,0.0006539762,0.0002466032,0.0003049308,0.7891429,0.00006763298],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004328862,0.00004920947,0.00002941695,0.00007053954,0.00001282681,0.00003239907,0.9979208,0.00003860971,0.001413248],"genre_scores_gemma":[0.002471894,0.00013984,0.0004315164,0.0001514131,0.00001174371,0.0002126111,0.9929007,0.00003129859,0.003648999],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.03680628,"threshold_uncertainty_score":0.1791391,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02381904869679504,"score_gpt":0.2673649877869785,"score_spread":0.2435459390901835,"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."}}