{"id":"W2085234275","doi":"10.1186/1471-2458-10-345","title":"A qualitative exploration of the perceptions and information needs of public health inspectors responsible for food safety","year":2010,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; University of Guelph","funders":"Institute of Population and Public Health; Canadian Institutes of Health Research; Public Health Agency; Public Health Agency of Canada; University of Guelph","keywords":"Biostatistics; Medicine; Public health; Environmental health; Qualitative research; Epidemiology; Perception; Food safety; Nursing; Pathology; Social science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003901724,0.00008102355,0.0001950752,0.00006615492,0.0004259488,0.00004060383,0.0001632915,0.0000607086,0.00003786216],"category_scores_gemma":[0.0007737887,0.00003195449,0.00006828344,0.0008161241,0.0001325123,0.001311861,0.00004933273,0.0001212916,0.000001203661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004929127,"about_ca_system_score_gemma":0.0006171926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003762259,"about_ca_topic_score_gemma":0.01194005,"domain_scores_codex":[0.9983586,0.0005512015,0.0005467755,0.00007905917,0.0001914143,0.0002729442],"domain_scores_gemma":[0.9986317,0.000426952,0.0004302353,0.00008808646,0.0002473083,0.0001757409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001516664,0.0003559027,0.004734918,0.0003596943,0.00002712155,3.461095e-9,0.1705015,0.000004972964,0.005706274,0.5961722,0.001027828,0.2209579],"study_design_scores_gemma":[0.0006902854,0.003355898,0.6666492,0.0000319398,0.000003037765,0.00000226155,0.1957679,0.0001340913,0.0001378481,0.00325889,0.1298013,0.000167426],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8830245,0.00003752398,0.001783741,0.1138102,0.0001273339,0.0006425715,0.0003876961,0.00002674635,0.0001596444],"genre_scores_gemma":[0.9979798,0.00007399511,0.001044808,0.00065346,0.0000501416,0.00003609357,0.0001397558,7.65344e-7,0.0000211474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6619142,"threshold_uncertainty_score":0.6662827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.152191687854896,"score_gpt":0.3465174849458356,"score_spread":0.1943257970909396,"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."}}