{"id":"W4403392197","doi":"10.1080/15405702.2024.2414120","title":"How to be a fanboy: <i>Wizard</i> magazine and the pedagogy of comic book fandom","year":2024,"lang":"en","type":"article","venue":"Popular Communication","topic":"Digital Games and Media","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Trent University; Concordia University","funders":"","keywords":"Fandom; Comics; Wizard; Wizard of oz; Sociology; Media studies; Art; Literature; Computer science; World Wide Web","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":[0.000636876,0.00005481052,0.0001242763,0.00003590052,0.00008838234,0.0001924819,0.000317899,0.00003509475,0.00001025879],"category_scores_gemma":[0.0002567017,0.00003947804,0.00004819686,0.0001406717,0.000297194,0.0001870129,0.0001391121,0.00008502921,0.00001141494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002285459,"about_ca_system_score_gemma":0.0000514388,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003415518,"about_ca_topic_score_gemma":0.001938702,"domain_scores_codex":[0.99932,0.000199016,0.0001163175,0.00008975902,0.0001653402,0.0001096082],"domain_scores_gemma":[0.9993296,0.000167167,0.00003795657,0.0003656493,0.00004160276,0.00005797933],"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":[0.00008441177,0.00003944523,0.0003398966,0.00005481362,0.00004934853,0.000001386094,0.07304663,0.00000247788,0.000540653,0.6146513,0.02250615,0.2886835],"study_design_scores_gemma":[0.000258392,0.000014317,0.0001568295,0.00003868968,0.00002111965,8.948541e-7,0.00235721,0.00004986213,0.00002915867,0.00251231,0.9945127,0.00004849187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08248711,0.08806417,0.0009715374,0.5242782,0.0004767574,0.001668846,0.00005780366,0.0002284136,0.3017671],"genre_scores_gemma":[0.9613132,0.005044586,0.0003874128,0.001112622,0.00004805318,0.00003419302,0.00002333251,0.000009893836,0.0320267],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9720066,"threshold_uncertainty_score":0.1856108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02991698822428863,"score_gpt":0.3283647824237114,"score_spread":0.2984477941994227,"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."}}