{"id":"W4205373723","doi":"10.1007/s12119-021-09930-w","title":"Representations of Sexually Inexperienced Emerging Adults in Fictional Television Series and Movies","year":2022,"lang":"en","type":"article","venue":"Sexuality & Culture","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Human sexuality; Psychology; Virginity test; Narrative; Context (archaeology); Gender studies; Literature; Art; Sociology; History; Psychoanalysis","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":[0.000338645,0.0001642183,0.000278624,0.0001725636,0.0002659094,0.00001431909,0.0002307213,0.0001401854,0.0007181941],"category_scores_gemma":[0.00009903085,0.0001615637,0.00003648952,0.0005842075,0.0002531846,0.0001608075,0.00025545,0.0004085702,0.000002588566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004353384,"about_ca_system_score_gemma":0.00003129246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001014184,"about_ca_topic_score_gemma":0.0004628026,"domain_scores_codex":[0.99815,0.0003076733,0.0004800321,0.0005086078,0.0003007197,0.000252951],"domain_scores_gemma":[0.9992197,0.00005997915,0.0001723208,0.0004188543,0.00008268174,0.00004642934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008572313,0.00182993,0.3808074,0.0001091384,0.0001085418,0.00007983271,0.3829684,0.0001224495,0.01874025,0.1889279,0.005008642,0.0204403],"study_design_scores_gemma":[0.001645365,0.0008448947,0.2916103,0.0000193754,0.00002690709,0.0001676807,0.6587763,0.00002551492,0.0006766147,0.0033152,0.04249959,0.0003922406],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946501,0.0006271387,0.00001825022,0.001055122,0.000466638,0.0002903009,0.0001296311,0.0001123931,0.002650403],"genre_scores_gemma":[0.991743,0.0000191494,0.0002724162,0.0001545283,0.00005749692,0.0002321235,0.0001578893,0.00001454323,0.007348862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2758079,"threshold_uncertainty_score":0.7863721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02687734374096674,"score_gpt":0.364448755400492,"score_spread":0.3375714116595253,"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."}}