{"id":"W6940942350","doi":"10.1139/cjas-2014-038","title":"Review: Canadian beef grading - Opportunities to identify carcass and meat quality traits valued by consumers","year":2014,"lang":"en","type":"article","venue":"BioOne Complete (BioOne)","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grading (engineering); Credence; Meat packing industry; Quality (philosophy); Beef industry; Lean meat","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":[0.002526333,0.001278042,0.003107891,0.006666502,0.0006653502,0.002506812,0.003036186,0.002108961,0.01223751],"category_scores_gemma":[0.009543601,0.0004894072,0.001654856,0.009130722,0.00086908,0.0019605,0.0009512201,0.001735559,0.003862371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004536377,"about_ca_system_score_gemma":0.0146473,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06845365,"about_ca_topic_score_gemma":0.1055308,"domain_scores_codex":[0.9981006,0.0002665508,0.0003616489,0.00017962,0.0009792673,0.0001123349],"domain_scores_gemma":[0.9905502,0.002084214,0.001125179,0.0001824741,0.005612932,0.0004449552],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001330516,0.00002817803,0.0003692201,0.09915341,0.0003484788,0.0001201244,0.00009317726,0.0001487033,0.0004021035,0.001093657,0.3234006,0.5747092],"study_design_scores_gemma":[0.00003114593,0.00004838568,0.001890246,0.04370078,0.000591289,0.0003633246,0.00009701619,0.00004115598,0.0001497929,0.0003801871,0.9526668,0.00003996354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008190289,0.9946345,0.00009469683,0.001630214,0.001459113,0.00003890095,0.0003922053,0.00002149784,0.001647025],"genre_scores_gemma":[0.0007350661,0.9958852,0.0001979976,0.001228688,0.0003371435,0.00002685587,0.000525315,0.0000080926,0.001055664],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9315463,"threshold_uncertainty_score":0.1361104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4001381731994516,"score_gpt":0.2885149188081953,"score_spread":0.1116232543912563,"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."}}