{"id":"W4389191883","doi":"10.22215/etd/2023-15843","title":"Within Double Restraint: The Dialectics & Aesthetics of Erotic [Re]presentation in African Cinema","year":2023,"lang":"en","type":"dissertation","venue":"","topic":"African Sexualities and LGBTQ+ Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Movie theater; Colonialism; Human sexuality; Dialectic; Aesthetics; Eroticism; Gender studies; Art; Sociology; History; Literature; Philosophy; Epistemology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001008853,0.0001872962,0.0003310698,0.0001954318,0.0002768338,0.00009414307,0.0004416099,0.0002461168,0.0003165454],"category_scores_gemma":[0.0003552254,0.000142707,0.00008646984,0.001000482,0.0002836231,0.00006234986,0.00002446298,0.0003060113,0.00003639345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009719306,"about_ca_system_score_gemma":0.0003915634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0674586,"about_ca_topic_score_gemma":0.5495144,"domain_scores_codex":[0.9978471,0.0002842966,0.0005470293,0.0002620211,0.0007259137,0.0003335937],"domain_scores_gemma":[0.9986246,0.0004340407,0.0003915869,0.0002938204,0.0001863271,0.0000696658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001360558,0.00006747602,0.0009952437,0.0001408025,0.00003759266,0.000005402465,0.8859466,0.0002647407,0.00003867753,0.1059209,0.005350634,0.001095776],"study_design_scores_gemma":[0.0002948543,0.00006526751,0.003244268,0.0001048993,0.00005576069,2.586588e-7,0.9700939,0.00002435344,0.00008608073,0.01400156,0.01176721,0.000261585],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6645085,0.0001780924,0.00001841804,0.003610224,0.001597939,0.001136629,0.00001778221,0.0001445073,0.3287879],"genre_scores_gemma":[0.8542736,0.0001958291,0.0001548412,0.00003235118,0.0002174886,0.00004912234,0.0001866911,0.00003662708,0.1448534],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4820558,"threshold_uncertainty_score":0.9387513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09067987763207024,"score_gpt":0.3935935312340801,"score_spread":0.3029136536020099,"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."}}