{"id":"W3083076343","doi":"10.36834/cmej.70721","title":"Modern day superheroes","year":2020,"lang":"en","type":"article","venue":"Canadian Medical Education Journal","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001890991,0.0000681333,0.00008869658,0.00009247888,0.0003718238,0.0002145276,0.0001924851,0.00003959946,0.1242897],"category_scores_gemma":[0.001733259,0.00005647517,0.00005202439,0.00003662356,0.0001373695,0.0001218441,0.00000636395,0.0003551185,0.00008072676],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004266218,"about_ca_system_score_gemma":0.01246999,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003459403,"about_ca_topic_score_gemma":0.08389954,"domain_scores_codex":[0.9992723,0.00004796639,0.0001704101,0.00009051723,0.0002413301,0.0001774829],"domain_scores_gemma":[0.9945242,0.00002225318,0.00003438379,0.00005477779,0.0001393607,0.005224972],"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":[0.000002467301,0.00002566594,0.0001639229,0.000005468522,0.00002336507,0.00001761726,0.1229642,7.200364e-7,0.000003551138,0.1398139,0.6541675,0.08281159],"study_design_scores_gemma":[0.0001030741,0.00002552901,0.00008633328,0.00002015032,0.000005056299,0.00002487758,0.01034816,0.00041463,0.00000116022,0.005110757,0.9837817,0.0000785673],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1029311,0.001997332,0.0001118769,0.765642,0.004727955,0.0001225608,0.00002390785,0.00003240666,0.1244109],"genre_scores_gemma":[0.9181633,0.00006838383,0.00002219231,0.07608995,0.003930183,0.000003125511,0.000006697011,0.000009630729,0.001706535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8152322,"threshold_uncertainty_score":0.9931284,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314243492290086,"score_gpt":0.2385542943704628,"score_spread":0.2154118594475619,"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."}}