{"id":"W2753488484","doi":"","title":"Opinions of Provincial Food Safety Specialists on Addressing Canadian Beef Processing Risks","year":2017,"lang":"en","type":"article","venue":"Food Protection Trends","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Food safety; Business; Food processing; Environmental health; Food science; Agricultural science; Environmental science; Medicine; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002315825,0.000159597,0.0001979836,0.00006248413,0.002036808,0.000158358,0.0003403856,0.0001461196,0.0002982614],"category_scores_gemma":[0.00009709397,0.00007742689,0.0001129078,0.0002318097,0.0001144479,0.0002381155,0.00004883099,0.0002247927,0.00001040964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008748077,"about_ca_system_score_gemma":0.0000744392,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03502388,"about_ca_topic_score_gemma":0.5172399,"domain_scores_codex":[0.9987924,0.00006938082,0.0002650835,0.0003133664,0.0002329579,0.0003268291],"domain_scores_gemma":[0.9992818,0.00001635943,0.0003078398,0.0001363916,0.000086468,0.0001711236],"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":[0.000165592,0.00007151977,0.0002290889,0.00001787446,0.00001846664,0.000001230027,0.0001034716,0.00001247924,0.002735205,0.0007169173,0.0001250098,0.9958031],"study_design_scores_gemma":[0.0006975658,0.006813964,0.8399649,0.0002703971,0.00002869557,0.0000116695,0.000184084,0.0001287608,0.01664855,0.0005917344,0.1341673,0.0004924321],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8984329,0.0001927915,0.00005535952,0.01784713,0.001312598,0.0008501801,0.001891148,0.0002156946,0.07920227],"genre_scores_gemma":[0.998718,0.00000437508,0.00004435597,0.0000469224,0.0008510855,0.00003872111,0.00007331513,0.000002229709,0.0002209478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9953107,"threshold_uncertainty_score":0.9992624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1356008014029106,"score_gpt":0.2993807571945666,"score_spread":0.163779955791656,"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."}}