{"id":"W4402434380","doi":"10.3998/mij.6802","title":"Book Review: Ng, Eve. <em>Mainstreaming Gays: Critical Convergences of Queer Media, Fan Cultures, and Commercial Television</em> (Rutgers University Press: New Brunswick, New Jersey, 2023)","year":2024,"lang":"en","type":"article","venue":"Media Industries","topic":"Digital Rights Management and Security","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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":[0.001043687,0.001133945,0.001726892,0.003478064,0.0009631059,0.003340746,0.002342229,0.003668005,0.09635458],"category_scores_gemma":[0.004140365,0.000470797,0.0005417554,0.005236092,0.0008909964,0.003009647,0.001338895,0.003497114,0.08036251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002690374,"about_ca_system_score_gemma":0.004063955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01255508,"about_ca_topic_score_gemma":0.03482157,"domain_scores_codex":[0.9993727,0.00006938763,0.00004118796,0.00008622411,0.0003834919,0.00004707861],"domain_scores_gemma":[0.9974394,0.0008272079,0.0001457674,0.00006374814,0.001218981,0.0003049086],"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":[0.000003930919,0.000003511891,0.00001227628,0.0003186621,0.000002093266,0.00001040917,0.00001063347,0.00001387569,0.00001720346,0.0002619531,0.9745321,0.0248132],"study_design_scores_gemma":[0.000004655798,0.000003432964,0.0001010887,0.0005520926,0.000004247959,0.00005084294,0.00002108574,0.000007912487,0.00001397521,0.0001760971,0.9990602,0.000004353543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000158564,0.7554665,0.0004282826,0.08079666,0.08191416,0.0001093848,0.001183823,0.0001475183,0.07979503],"genre_scores_gemma":[0.001454888,0.5408669,0.0005010233,0.04091468,0.03121739,0.0001492143,0.001197255,0.0001399955,0.3835587],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09635458,"threshold_uncertainty_score":0.3223382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219698993900221,"score_gpt":0.2482234544466648,"score_spread":0.2260264645076626,"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."}}