{"id":"W2340994364","doi":"10.1093/annhyg/men080","title":"Reply","year":2009,"lang":"en","type":"article","venue":"The Annals of Occupational Hygiene","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Environmental science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003681867,0.0008580487,0.001197066,0.001174734,0.004401941,0.00520527,0.002732276,0.04964759,0.01961556],"category_scores_gemma":[0.03358136,0.0009178804,0.001693961,0.0009174953,0.003096828,0.004080364,0.003697156,0.04488021,0.01471887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003225672,"about_ca_system_score_gemma":0.004613685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006169533,"about_ca_topic_score_gemma":0.00841217,"domain_scores_codex":[0.9964394,0.000695854,0.0004028042,0.0007017819,0.0009846978,0.0007754579],"domain_scores_gemma":[0.9868006,0.005628387,0.0007455138,0.0005719747,0.004013472,0.002240105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002491903,0.000009961954,0.0003471644,0.00003337191,0.00001227553,0.0002321769,0.0001019504,0.00001199334,0.00006140271,0.0007956251,0.9963396,0.002029725],"study_design_scores_gemma":[0.00005168913,0.00002743611,0.001689764,0.0001816607,0.00003974634,0.0005531448,0.0007920351,0.0000505327,0.0001677855,0.002478694,0.9939181,0.00004933773],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003251823,0.001427916,0.00005499918,0.9194711,0.07648229,0.00001163837,0.00006245038,0.00002481992,0.002139728],"genre_scores_gemma":[0.001383775,0.0004101158,0.00004897214,0.9698892,0.01996532,0.00002218624,0.00002210813,0.0000124058,0.008245982],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9803844,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1423832566802631,"score_gpt":0.3976592414532088,"score_spread":0.2552759847729457,"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."}}