{"id":"W4238123362","doi":"10.22584/nr46.2017.042","title":"Exposure","year":2017,"lang":"en","type":"article","venue":"The Northern Review","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009651571,0.0001220045,0.0002439079,0.000006274669,0.0005201213,0.00006917945,0.001250034,0.00001975106,0.0009160604],"category_scores_gemma":[0.000343837,0.0000630022,0.0001319157,0.00004123586,0.0001286429,0.00009940642,0.000142374,0.0001250349,0.07684138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002124618,"about_ca_system_score_gemma":0.00002599623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007589077,"about_ca_topic_score_gemma":0.0006861666,"domain_scores_codex":[0.999145,0.0001297927,0.000181183,0.0001451382,0.0002114141,0.0001874823],"domain_scores_gemma":[0.9972367,0.00002663567,0.0002983801,0.00232575,0.00006605269,0.000046531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001203736,0.00006644805,0.08226907,0.001828247,0.0001207459,0.00002500625,0.0002149746,0.000001149048,0.0002528673,0.001009123,0.06831821,0.8458821],"study_design_scores_gemma":[0.0001275401,0.00001575847,0.03491225,0.002283783,0.0001277207,0.00002133162,0.000003988339,0.000001681356,0.00002242775,0.0004138281,0.9619323,0.0001373682],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0898154,0.7799985,0.000005683175,0.01061489,0.0002568587,0.001276552,0.00003183305,0.000217386,0.1177829],"genre_scores_gemma":[0.8851635,0.09243152,0.00006820622,0.003936415,0.000506415,0.0001565888,0.00001021071,0.0001956571,0.01753147],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8936141,"threshold_uncertainty_score":0.9999973,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05324792394521565,"score_gpt":0.3273677073714562,"score_spread":0.2741197834262405,"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."}}