{"id":"W3190128519","doi":"10.1386/jptv_00051_1","title":"All things keep getting better: Queer Eye and the makeover of American masculinity","year":2021,"lang":"en","type":"article","venue":"The Journal of Popular Television","topic":"Media, Gender, and Advertising","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Queer; Masculinity; Politics; Popular culture; Sociology; Aesthetics; Gender studies; Psychology; Media studies; Art; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001797525,0.0001913915,0.0001271838,0.0007553761,0.009638603,0.005506122,0.0003519623,0.001708132,0.004720347],"category_scores_gemma":[0.00271946,0.0001520366,0.0001287521,0.0006025754,0.02209321,0.005409317,0.001913897,0.004204769,0.0003136051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002636655,"about_ca_system_score_gemma":0.001559937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02819174,"about_ca_topic_score_gemma":0.06094637,"domain_scores_codex":[0.9989598,0.0006270116,0.00001071483,0.0000768923,0.0001362047,0.0001893659],"domain_scores_gemma":[0.9986019,0.0008657727,0.0001494303,0.00008612229,0.0001534223,0.0001434696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003772567,0.0000287502,0.0019063,0.00002710657,0.000004647429,0.0002975555,0.3250597,0.0000208527,0.0002826108,0.6413964,0.01611984,0.01481844],"study_design_scores_gemma":[0.00001581496,0.00004475902,0.006110842,0.0002222794,0.00001982343,0.0004241535,0.3487368,0.0001597447,0.0006775259,0.1101656,0.5333832,0.00003944455],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2475542,0.009520166,0.001229255,0.1534051,0.001245485,0.00001547918,0.00005482828,0.00003761173,0.5869379],"genre_scores_gemma":[0.9619284,0.001656883,0.0001911709,0.008531246,0.0003808133,0.00000746893,0.000007971011,0.00002710975,0.02726891],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02819174,"threshold_uncertainty_score":0.05605531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02100278870435832,"score_gpt":0.3108267670098063,"score_spread":0.2898239783054479,"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."}}