{"id":"W2734119031","doi":"","title":"Global convergence cultures: transmedia earth","year":2018,"lang":"en","type":"book","venue":"Loughborough University Institutional Repository (Loughborough University)","topic":"Digital Games and Media","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Media studies; Movie theater; Comics; Politics; Phenomenon; Hollywood; Cultural heritage; Convergence (economics); Cosmopolitanism; World heritage; Political science; Advertising; Geography; History; Sociology; Tourism; Art; Literature; Art history; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0004246303,0.0009488887,0.0009382155,0.0004745904,0.00384536,0.0002214166,0.002778856,0.001286696,0.001863882],"category_scores_gemma":[0.0001456812,0.001248471,0.0009363155,0.001651153,0.005467095,0.00222351,0.000675188,0.001008138,0.0004121865],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006798603,"about_ca_system_score_gemma":0.01166915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001486915,"about_ca_topic_score_gemma":0.003997938,"domain_scores_codex":[0.993494,0.0006196543,0.0005320642,0.001677491,0.002356751,0.001319997],"domain_scores_gemma":[0.9961482,0.0002683336,0.0006635372,0.0009180799,0.0009255506,0.001076276],"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":[0.0006736898,0.0003786366,0.0003503838,0.0001229796,0.0006168586,0.007862828,0.006490186,0.0002466992,0.000006414225,0.8768995,0.1034812,0.00287071],"study_design_scores_gemma":[0.001338007,0.0002207908,0.0001838046,0.0002244802,0.0004709669,0.00009672704,0.005484127,0.00001087268,0.000009714486,0.0009739074,0.9896674,0.001319253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007657845,0.0004642158,0.000929765,0.0003738802,0.005605493,0.0008955895,0.001458906,0.000623273,0.9888831],"genre_scores_gemma":[0.005222113,0.001944614,0.0006251692,0.0002853248,0.00211137,0.000001182331,0.0006806116,0.0000524592,0.9890772],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8861862,"threshold_uncertainty_score":0.9990485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181353121360742,"score_gpt":0.2245408669725049,"score_spread":0.2127273357588974,"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."}}