{"id":"W3138807240","doi":"10.4324/9781315229645-4","title":"Millennial Teen TV","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Education, Sociology, Communication Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001916077,0.0005481505,0.0001553887,0.001069959,0.001060023,0.002625437,0.0005714752,0.0008367024,0.2508804],"category_scores_gemma":[0.0004381141,0.0002438584,0.0003212947,0.0006782642,0.0002767926,0.00248563,0.002286901,0.001610671,0.06400137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008134744,"about_ca_system_score_gemma":0.0005390879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001424907,"about_ca_topic_score_gemma":0.006294192,"domain_scores_codex":[0.9998693,0.00001349952,0.000003963564,0.00002328447,0.00006247773,0.00002750005],"domain_scores_gemma":[0.9998567,0.00002064336,0.000007324757,0.000009677176,0.00003289535,0.00007275429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002077583,0.0000498182,0.0003833117,0.0002002616,0.000003552435,0.000217078,0.0008545626,0.00004204638,0.0007083049,0.05985995,0.7815412,0.1561192],"study_design_scores_gemma":[0.000001036473,0.000004282357,0.0001001674,0.00005983578,5.817202e-7,0.0000865378,0.00007523347,0.0000121074,0.00006186335,0.0005649531,0.9990323,0.000001174571],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000829087,0.004055271,0.0006296456,0.00113712,0.002255589,0.00003286192,0.000305699,0.0001985594,0.9905562],"genre_scores_gemma":[0.004987006,0.003151342,0.0007355157,0.0008384158,0.0003622771,0.0000343356,0.0003338424,0.0002008346,0.9893563],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2508804,"threshold_uncertainty_score":0.8392784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1794281833114858,"score_gpt":0.433457062952143,"score_spread":0.2540288796406571,"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."}}