{"id":"W3204338154","doi":"10.32920/ryerson.14650008.v1","title":"Depression and the Devil of Hell's Kitchen: Exploring How Mental Illness Is Depicted in Daredevil Comic Books","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Professional Engineers Ontario; University of Toronto","funders":"","keywords":"Comics; Mainstream; Narrative; Mental illness; Depiction; Depression (economics); Mental health; Psychology; Aesthetics; Literature; Psychiatry; Art; Political 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002535406,0.0002596107,0.0005320917,0.000139134,0.0002432046,0.0003719666,0.0002464674,0.00008899331,0.0004772201],"category_scores_gemma":[0.00002091918,0.0001699526,0.000152201,0.00003047032,0.0004283021,0.0001328162,0.0008439629,0.0004157848,3.753956e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002452213,"about_ca_system_score_gemma":0.00006027856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339116,"about_ca_topic_score_gemma":0.008908117,"domain_scores_codex":[0.9987637,0.0001415269,0.0003446983,0.0003807354,0.0001923166,0.000177014],"domain_scores_gemma":[0.9991599,0.0001473689,0.0001950069,0.0003660512,0.0000902627,0.00004138856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003757686,0.0001904944,0.004226408,0.0007085472,0.0004492183,0.00001788657,0.8727422,0.00001177742,0.0006067368,0.1012048,0.001794374,0.01767178],"study_design_scores_gemma":[0.009331253,0.0001147949,0.006105794,0.005045038,0.000322927,0.00001822116,0.8093673,0.004087701,0.03131332,0.02986264,0.1019201,0.002510918],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983045,0.004238406,0.00001836757,0.001505366,0.0007061872,0.0004502514,0.00005341668,0.0000246296,0.009958394],"genre_scores_gemma":[0.9957894,0.001904834,0.00003484184,0.0001527838,0.0001133804,0.0001177804,0.00004242255,0.00002080671,0.00182374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1001257,"threshold_uncertainty_score":0.6930467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05858830892312723,"score_gpt":0.23003680082241,"score_spread":0.1714484918992828,"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."}}