{"id":"W4398282298","doi":"10.7910/dvn/ivcnjy","title":"TTalk: Jason slips through the cracks","year":2019,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Geology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003641157,0.0005270287,0.0007428981,0.0001106563,0.0002014261,0.00009473705,0.0009250974,0.0004739537,0.02758948],"category_scores_gemma":[0.0004507689,0.0003286563,0.000281739,0.0002802261,0.000247799,0.000295653,0.0006224574,0.001118093,0.3465794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008854705,"about_ca_system_score_gemma":0.0002718172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005842416,"about_ca_topic_score_gemma":0.00003068528,"domain_scores_codex":[0.9973522,0.0001008402,0.0004589,0.0007333241,0.0007886064,0.0005661488],"domain_scores_gemma":[0.9955872,0.0001879475,0.0002912302,0.003693629,0.0001051542,0.0001348342],"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":[0.0001317312,0.0001268484,0.00001445694,0.000338053,0.0001153586,0.0002488423,0.00007819459,0.000001485176,0.000009370901,0.00008975316,0.9987186,0.000127375],"study_design_scores_gemma":[0.001264892,0.0002185627,0.0001264684,0.0002138845,0.0009049852,0.0002833645,0.0002074028,0.00001455315,0.00002180356,0.00002144503,0.9963654,0.0003571948],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001299105,0.00002118127,0.0000283037,0.00009025923,0.001988611,0.0009060096,0.9914855,0.00005830278,0.005291953],"genre_scores_gemma":[0.0001385201,0.0009595216,0.00007827939,0.002730481,0.0009422725,0.00003311572,0.9897178,0.00004816557,0.00535184],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3189899,"threshold_uncertainty_score":0.9999166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03356049773602054,"score_gpt":0.2949203328178589,"score_spread":0.2613598350818384,"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."}}