{"id":"W2409414421","doi":"10.1097/ede.0000000000000397","title":"Commentary","year":2015,"lang":"en","type":"letter","venue":"Epidemiology","topic":"Radiation Dose and Imaging","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Sept Iles","funders":"","keywords":"Context (archaeology); Nuclear power plant; Fukushima Nuclear Accident; Environmental science; History; Forensic engineering; Archaeology; Engineering; Physics","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":[0.006652838,0.001116783,0.001341877,0.001657359,0.006170974,0.005573106,0.004827616,0.03109053,0.09855626],"category_scores_gemma":[0.06003968,0.0007055629,0.001890989,0.00133356,0.003712368,0.004882395,0.003175359,0.02597086,0.03593255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007810259,"about_ca_system_score_gemma":0.0166453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01721583,"about_ca_topic_score_gemma":0.02150412,"domain_scores_codex":[0.9929167,0.00154728,0.0004431263,0.0009578102,0.002847416,0.001287711],"domain_scores_gemma":[0.9752117,0.01055512,0.0007455155,0.0009556914,0.01017796,0.002354058],"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":[0.000007791996,0.00000211393,0.00001784376,0.00004616383,0.000001878344,0.0000657277,0.00004612009,0.000004084963,0.000007163408,0.001151286,0.996558,0.002091811],"study_design_scores_gemma":[0.00001407111,0.000005358019,0.0001069072,0.0004363396,0.000005679981,0.0001379521,0.000143323,0.000009931422,0.00002716668,0.001061118,0.9980432,0.00000888982],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000157006,0.005587373,0.0001146238,0.726814,0.2309962,0.00004945222,0.0004296428,0.0000794316,0.03577219],"genre_scores_gemma":[0.00218588,0.003415802,0.00008796069,0.8857082,0.05835479,0.00009216092,0.0002099245,0.00008346301,0.04986186],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9014437,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1162541782878707,"score_gpt":0.3811695093201327,"score_spread":0.2649153310322621,"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."}}