{"id":"W4317384358","doi":"10.32920/21916278.v1","title":"Food Safety & Characteristics of Meat Plants","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Food safety; Business; Food science; Food packaging; Environmental science; Agricultural science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007710816,0.000107578,0.0001105519,0.0014361,0.000851932,0.0007713087,0.0004908915,0.0002026636,0.004908446],"category_scores_gemma":[0.003412894,0.0001789783,0.000257914,0.003294639,0.0006290282,0.0004149391,0.000595152,0.0003566478,0.0006069364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005964384,"about_ca_system_score_gemma":0.004993746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.550469,"about_ca_topic_score_gemma":0.7217736,"domain_scores_codex":[0.9989556,0.00007352409,0.00008279396,0.0001567034,0.0004678062,0.0002636555],"domain_scores_gemma":[0.9919528,0.0007090684,0.003652835,0.0003241745,0.00255065,0.000810347],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001277275,0.00003477449,0.9741008,0.0001531209,0.00002136803,0.0001985462,0.002621536,0.0003727996,0.001976098,0.0002722004,0.003153553,0.01696757],"study_design_scores_gemma":[5.412649e-7,0.00002010486,0.9968423,0.00001452413,0.000002267886,0.00003719006,0.0008742404,0.00007691591,0.0001776162,0.00001602642,0.001934786,0.000003481348],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785575,0.000220141,0.0004496149,0.0004033157,0.000009556898,0.00005261801,0.01171785,0.00003006857,0.008559287],"genre_scores_gemma":[0.9922954,0.0001683893,0.0002757882,0.00005503469,0.000003801031,0.0000165327,0.003071435,0.00001075298,0.004102973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.550469,"threshold_uncertainty_score":0.9043568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08104105765191126,"score_gpt":0.2493602258393693,"score_spread":0.1683191681874581,"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."}}