{"id":"W2116345311","doi":"10.1186/1471-2458-14-1305","title":"Media actors’ perceptions of their roles in reporting food incidents","year":2014,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Food Safety and Hygiene","field":"Agricultural and Biological Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Biostatistics; Medicine; Public health; Environmental health; Perception; Public relations; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002494888,0.00007834645,0.0002343622,0.00002667266,0.0001147784,0.00002271574,0.0001893598,0.00005550052,0.0001336586],"category_scores_gemma":[0.001100925,0.0000296501,0.00006604989,0.0003552594,0.00003746011,0.0001300448,0.00006166414,0.0001048536,0.000005944618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004303734,"about_ca_system_score_gemma":0.00007287346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007390616,"about_ca_topic_score_gemma":0.03849402,"domain_scores_codex":[0.998356,0.0002629879,0.0007064037,0.0001830327,0.0001739019,0.0003176684],"domain_scores_gemma":[0.9989359,0.0002727948,0.0005082102,0.00006946771,0.00005001396,0.0001635832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001011536,0.0002590204,0.6549329,0.00004098616,0.000005911564,3.1321e-7,0.003237559,0.000004910885,0.005283894,0.002408158,0.0001960078,0.3336202],"study_design_scores_gemma":[0.00008571196,0.0002728318,0.9917769,0.00002056366,4.416613e-7,0.000002296832,0.002154018,0.00006785834,0.00004655577,0.000271254,0.005239094,0.00006241183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940543,0.00005128083,0.00003924394,0.005082069,0.00007528046,0.0001014958,0.00001918737,0.00003503413,0.0005421611],"genre_scores_gemma":[0.9992741,0.00002930771,0.0001814251,0.0002972706,0.0001461959,0.000007390302,0.00005144254,6.899745e-7,0.00001215521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.336844,"threshold_uncertainty_score":0.9790509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09000508429207466,"score_gpt":0.293692651615102,"score_spread":0.2036875673230273,"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."}}