{"id":"W2315777612","doi":"10.1386/jafp.7.2.181_1","title":"Avengers dissemble! Transmedia superhero franchises and cultic management","year":2014,"lang":"en","type":"article","venue":"Journal of Adaptation in Film & Performance","topic":"Shakespeare, Adaptation, and Literary Criticism","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Appropriation; Entertainment; Adaptation (eye); Sociology; Aesthetics; Media studies; Advertising; Art; Business; Epistemology; Visual arts; Psychology; Philosophy","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":[0.0003303134,0.0001203392,0.0001899709,0.0002305566,0.0001456464,0.0001105224,0.0001051227,0.00002774056,0.0003255313],"category_scores_gemma":[0.00001991566,0.0001016896,0.00005195419,0.00005241672,0.00009754759,0.0009075534,0.000005733282,0.000152883,0.00001086866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002300488,"about_ca_system_score_gemma":0.0000173513,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000141853,"about_ca_topic_score_gemma":0.00009951473,"domain_scores_codex":[0.9989473,0.00004907067,0.0004806546,0.0001055322,0.0002578328,0.0001595671],"domain_scores_gemma":[0.9994994,0.00008924169,0.0001388507,0.00007813457,0.0001270092,0.00006730721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004912145,0.0003580117,0.008540022,0.001000257,0.0001575514,0.00004037511,0.69042,0.007429061,0.0001954365,0.1034894,0.002488029,0.1853907],"study_design_scores_gemma":[0.006662619,0.001557408,0.1945313,0.001758862,0.0002360472,0.00009462662,0.1013092,0.1203942,0.0003660817,0.004253959,0.5678421,0.0009936402],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983876,0.0005855193,0.0006471798,0.0002594883,0.000693781,0.0001010904,0.000003814031,0.00001262356,0.01382049],"genre_scores_gemma":[0.9964245,0.0006196064,0.0009209904,0.0001865357,0.0003662596,0.000006016649,0.000005653842,0.00001323233,0.00145719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5891109,"threshold_uncertainty_score":0.4146782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01701089631963143,"score_gpt":0.2016201197824941,"score_spread":0.1846092234628627,"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."}}