{"id":"W3214626809","doi":"","title":"Superfans and evangelizers","year":2021,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Asian Culture and Media Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Summit; Entertainment; Miami; Intellectual property; Surprise; Media studies; Advertising; Political science; Sociology; Business; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003660754,0.0006723262,0.0005581817,0.003020036,0.01317688,0.007533374,0.0008864449,0.00270892,0.06108864],"category_scores_gemma":[0.008440333,0.0002853919,0.0002715207,0.001889684,0.01092094,0.007729001,0.006015373,0.004344884,0.005124456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004416459,"about_ca_system_score_gemma":0.001903191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004271608,"about_ca_topic_score_gemma":0.008137788,"domain_scores_codex":[0.9969392,0.00142071,0.00006359487,0.0004227132,0.0003862991,0.0007675854],"domain_scores_gemma":[0.9951373,0.001849907,0.0004559993,0.0004684124,0.0008406577,0.001247769],"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":[0.00005371928,0.00001732736,0.0009965763,0.00005028267,0.000003915654,0.0002475432,0.03230179,0.00003082363,0.00009636744,0.8960771,0.05344292,0.01668169],"study_design_scores_gemma":[0.00002211789,0.00002791618,0.001288632,0.0001712157,0.000007540932,0.0003421264,0.03632399,0.00008785594,0.0002141291,0.09380183,0.8676966,0.00001609943],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06172878,0.005128309,0.001810596,0.05279596,0.002555856,0.00002726223,0.0001234533,0.0001107403,0.875719],"genre_scores_gemma":[0.6365532,0.001718521,0.0005341166,0.004631322,0.001160313,0.00003411778,0.00008300784,0.0001950747,0.3550903],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06108864,"threshold_uncertainty_score":0.2043619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0183820162784667,"score_gpt":0.2628799270844994,"score_spread":0.2444979108060327,"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."}}