{"id":"W4311872840","doi":"10.32920/21691820","title":"Cosplay: Imaginative self and performing identity","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Digital Games and Media","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Ethnography; Subculture (biology); Identity (music); Negotiation; HERO; Gratification; Sociology; Psychology; Aesthetics; Gender studies; Social psychology; Media studies; Art; Anthropology; Social science; Literature","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005650813,0.00009513078,0.0001441522,0.00004521032,0.0001737582,0.0003148651,0.000238112,0.00006589318,0.001337026],"category_scores_gemma":[0.0001190832,0.00009336512,0.00005269065,0.00008053576,0.0001856208,0.000396453,0.001010589,0.0003132572,0.00001510081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000148388,"about_ca_system_score_gemma":0.0002706934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001752731,"about_ca_topic_score_gemma":0.001178027,"domain_scores_codex":[0.9990031,0.00005563409,0.0001003917,0.0002514406,0.0003944728,0.0001949648],"domain_scores_gemma":[0.9995882,0.00006165463,0.00006556419,0.0001095133,0.00005836512,0.0001166828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007130006,0.0001422417,0.01070933,0.0001668163,0.0001144014,0.00004103895,0.1888829,0.000008535161,0.000002336068,0.4164416,0.003703422,0.3797802],"study_design_scores_gemma":[0.00008602521,0.00001571015,0.002410778,0.00001941643,0.00002516724,7.378415e-7,0.03486064,0.00006286642,0.000004806752,0.01191005,0.9503952,0.0002086492],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1046009,0.000279328,0.00006066437,0.0006377069,0.0008680425,0.0002453773,0.00001794763,0.0001137768,0.8931763],"genre_scores_gemma":[0.8151253,0.001953652,0.002020163,0.0004548831,0.0003958218,0.00007912753,0.00003018001,0.00001971061,0.1799212],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9466918,"threshold_uncertainty_score":0.9995759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01931441644913544,"score_gpt":0.3388415829822302,"score_spread":0.3195271665330947,"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."}}