{"id":"W7062536287","doi":"","title":"TV horror-fantasy for children as transnational genre: Round the Twist, generic subversions, and quality Australian children's television","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Thermal Analysis in Power Transmission","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Entertainment; Narrative; Television series; Quality (philosophy); Television studies; Action (physics); Television industry; Production (economics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001569131,0.0002004498,0.0001790657,0.00007476932,0.0004965899,0.00006267888,0.0003767761,0.00006712339,0.0492811],"category_scores_gemma":[0.00003979524,0.0001670083,0.0001658025,0.0002542545,0.00001192242,0.000125102,0.00007012743,0.0002759517,0.00003918337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008759969,"about_ca_system_score_gemma":0.00002633682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001864701,"about_ca_topic_score_gemma":0.000006787248,"domain_scores_codex":[0.9987381,0.0000850131,0.000254855,0.0002867731,0.0003753092,0.0002600077],"domain_scores_gemma":[0.9994316,0.0001196625,0.00005117689,0.0002635072,0.00003515144,0.00009893462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0002737534,0.0003625414,0.006679847,0.0006440709,0.001474433,0.00001555706,0.002373576,0.1138786,0.007623538,0.002599738,0.8214827,0.04259164],"study_design_scores_gemma":[0.002045496,0.0001996251,0.6375303,0.0001423376,0.0002362916,0.0001374831,0.0002665526,0.006431452,0.003726893,0.0003337398,0.3477203,0.001229495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6247123,0.00213463,0.0001913386,0.001749054,0.000188576,0.001449342,0.3687574,0.000430672,0.0003866463],"genre_scores_gemma":[0.928964,0.00001168266,0.0001423233,0.00012942,0.00008814383,0.0002031241,0.07009147,0.00004057223,0.0003292586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6308504,"threshold_uncertainty_score":0.951588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02618566376808168,"score_gpt":0.2590861776623733,"score_spread":0.2329005138942916,"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."}}