{"id":"W4237211427","doi":"10.31235/osf.io/embg4","title":"Motivations of Cosplayers to Participate in the Anime Fandom","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Fandom; Anime; Belongingness; Entertainment; Psychology; Laundry; Social psychology; Everyday life; Sociology; Media studies; Art; Geography; 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":[0.001137688,0.00009486749,0.0001837263,0.0001218588,0.0001392829,0.00003977281,0.000847818,0.0002502128,0.0002001493],"category_scores_gemma":[0.0009081559,0.00006927965,0.0000533572,0.0003120071,0.0003766297,0.0000361966,0.0002705481,0.0002760382,0.000077857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008015889,"about_ca_system_score_gemma":0.0001646487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006017881,"about_ca_topic_score_gemma":0.006318937,"domain_scores_codex":[0.9987812,0.0002055816,0.00023343,0.0001792523,0.000318029,0.0002825166],"domain_scores_gemma":[0.9992852,0.00009607725,0.0001123416,0.0003716586,0.00008453658,0.00005018849],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001566995,0.00114203,0.6211872,0.00009903104,0.0001649825,0.00001335058,0.156177,0.0003346058,0.0005432611,0.07415298,0.1413165,0.004712382],"study_design_scores_gemma":[0.001360202,0.0002148965,0.8956829,0.0005937932,0.00008984888,7.383408e-7,0.03256986,0.0001483153,0.004525763,0.04731306,0.01676278,0.0007377805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.933731,0.00000888405,0.0004053965,0.01272144,0.0002701441,0.0007829028,0.00001202374,0.0000761279,0.05199214],"genre_scores_gemma":[0.997896,0.00001184584,0.0005186098,0.0006754512,0.00005068185,0.00003621389,0.00000192744,0.000005735116,0.0008035891],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2744958,"threshold_uncertainty_score":0.9097276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06709295509851017,"score_gpt":0.391439401599292,"score_spread":0.3243464465007818,"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."}}