{"id":"W6945771267","doi":"10.25439/rmt.27596619","title":"Spectral thresholds and monstrous pedagogies: characterising and remembering millennial children’s horror television in Australia","year":2022,"lang":"en","type":"dissertation","venue":"RMIT Research Repository (RMIT University Library)","topic":"Media Influence and Health","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Movie theater; Liminality; Television series; Period (music); Television studies; Reality television; Popular culture; Copying","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":[],"category_scores_codex":[0.0003496444,0.0003353247,0.0004753155,0.001044733,0.001660567,0.0005547505,0.0004446781,0.0002463105,0.001349309],"category_scores_gemma":[0.00003869145,0.0003707435,0.0000962311,0.0001781011,0.0003818318,0.00155945,0.0003069213,0.001782463,0.00001036563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002232411,"about_ca_system_score_gemma":0.0004953821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006772638,"about_ca_topic_score_gemma":0.002948618,"domain_scores_codex":[0.9970328,0.0003675251,0.0003778461,0.0007669484,0.0007226201,0.0007322945],"domain_scores_gemma":[0.9988893,0.0001547273,0.0001806374,0.0003492548,0.00007339298,0.0003527381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005586395,0.0008986473,0.533211,0.005130125,0.0005329618,0.008458538,0.330627,0.00001345814,0.003659339,0.05650535,0.04041261,0.01496458],"study_design_scores_gemma":[0.002360323,0.001400133,0.5908628,0.001801703,0.0001374186,0.0001332933,0.1346316,0.00006813536,0.001146999,0.0004082618,0.2653218,0.001727572],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9689013,0.0008807851,4.851866e-8,0.0002223983,0.0005452022,0.0006576797,0.00006245377,0.00009312807,0.02863703],"genre_scores_gemma":[0.8607314,0.002358371,0.00004410161,0.00002291628,0.0007907589,0.000008264156,0.0004194153,0.00005856033,0.1355662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2249092,"threshold_uncertainty_score":0.9998745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0635868334063977,"score_gpt":0.3128143178324061,"score_spread":0.2492274844260084,"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."}}