{"id":"W35902765","doi":"","title":"Food safety issues and information needs: an online survey of public health inspectors.","year":2012,"lang":"en","type":"article","venue":"PubMed","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Food safety; Environmental health; Public health; Food safety risk analysis; Resource (disambiguation); Information needs; Business; Medicine; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001479888,0.00006984747,0.000142463,0.00002257158,0.00009586327,0.00002945165,0.0001026703,0.00004033956,0.00002275291],"category_scores_gemma":[0.0001438304,0.00002774722,0.00001820703,0.0003779828,0.00004294633,0.001275384,0.00004384491,0.00005293239,0.00000215235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001900743,"about_ca_system_score_gemma":0.000006619957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002030098,"about_ca_topic_score_gemma":0.00460328,"domain_scores_codex":[0.9990687,0.000182765,0.0002427989,0.00005199475,0.0001279825,0.000325756],"domain_scores_gemma":[0.9994726,0.00006369028,0.0001181724,0.00004069759,0.00006806003,0.0002367526],"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":[0.00002774952,0.000146113,0.1305648,0.000009671512,0.000008941634,7.534827e-9,0.0005000207,2.414083e-7,0.00001808396,0.0009576723,0.00007366323,0.8676931],"study_design_scores_gemma":[0.00008941563,0.0002614963,0.9562131,0.000001370441,0.000001145653,8.774349e-7,0.0004854651,0.00000303514,0.000029386,0.00001392128,0.04283739,0.00006344447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994045,0.0007462001,0.000002923847,0.004351361,0.00009458881,0.000220036,0.0003004268,0.00003729408,0.0002021751],"genre_scores_gemma":[0.9986098,0.0003152594,0.00002886079,0.0003502069,0.0001070948,0.0000192814,0.0005561829,3.844438e-7,0.0000129029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8676296,"threshold_uncertainty_score":0.3068915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.145051975855706,"score_gpt":0.2567204673420325,"score_spread":0.1116684914863265,"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."}}