{"id":"W2943389855","doi":"10.22215/etd/2015-10901","title":"\"And I think to myself - what a Marvel-ous world\" an examination of Marvel Studios' influence and role in the franchising of contemporary superhero films","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Comics and Graphic Narratives","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Studio; Hollywood; Film industry; Attendance; Face (sociological concept); Movie theater; Art; Engineering; Advertising; Visual arts; Art history; Business; Sociology; Political science; Law; Social 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":[0.0006812695,0.0001918901,0.0003766193,0.0003638022,0.000102227,0.0002530356,0.0001588147,0.00006934399,0.00007400248],"category_scores_gemma":[0.00004162742,0.0001337209,0.0000355265,0.0001011132,0.0001221973,0.0007056872,0.00002846766,0.0001656414,4.239578e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007419933,"about_ca_system_score_gemma":0.00005502228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001268686,"about_ca_topic_score_gemma":0.0398459,"domain_scores_codex":[0.9988623,0.0001466946,0.0004034116,0.0002345316,0.0002495724,0.0001035275],"domain_scores_gemma":[0.999183,0.0001585582,0.000178189,0.0001901344,0.0002490355,0.0000410864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001215291,0.0001380588,0.000712655,0.0001840773,0.00004677766,0.000002146243,0.9550079,0.000002117771,0.0002989335,0.03098713,0.0003969989,0.01210166],"study_design_scores_gemma":[0.0006647794,0.0004501659,0.09859536,0.0006998908,0.00003397581,0.000001167993,0.8902892,0.00007258406,0.0001197936,0.006748024,0.002018049,0.00030702],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761351,0.0048292,5.282126e-7,0.00005823324,0.0001313184,0.0004791978,0.00002374911,0.000008773547,0.01833395],"genre_scores_gemma":[0.9959828,0.0002114879,0.00004188178,0.0001014153,0.00003745577,0.00002214605,0.0001068658,0.00001519514,0.003480759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0978827,"threshold_uncertainty_score":0.9776744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02852919007933043,"score_gpt":0.263995141251997,"score_spread":0.2354659511726665,"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."}}