{"id":"W4377968854","doi":"10.1093/jsxmed/qdad061.088","title":"(092) What is Sexuality?: Moving Toward Inclusive and Comprehensive Measurement","year":2023,"lang":"en","type":"article","venue":"The Journal of Sexual Medicine","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Human sexuality; Transgender; Psychology; Construct (python library); Psychosocial; Social psychology; Pleasure; Developmental psychology; Gender studies; Sociology; Computer science; Psychotherapist","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":[0.05871459,0.0003477306,0.0008238017,0.003812708,0.00167962,0.006352629,0.001330538,0.001327334,0.005227931],"category_scores_gemma":[0.08156114,0.000366963,0.0006445844,0.004467305,0.003471824,0.007532533,0.006469651,0.003651864,0.001257038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002951175,"about_ca_system_score_gemma":0.008893986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005276376,"about_ca_topic_score_gemma":0.008478775,"domain_scores_codex":[0.9734943,0.01856453,0.002218163,0.001187923,0.003868385,0.0006667462],"domain_scores_gemma":[0.9224517,0.03592511,0.007099162,0.005937919,0.02088784,0.007698328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007574675,0.0003054717,0.350297,0.001660001,0.0001629011,0.0001409243,0.01694568,0.0004581184,0.000442155,0.06269585,0.02848809,0.5383281],"study_design_scores_gemma":[0.00003996327,0.0004833105,0.5955266,0.01073966,0.0001811972,0.000822553,0.06716478,0.003735771,0.0007007009,0.1306048,0.189841,0.0001597478],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4524021,0.02411377,0.1256656,0.236004,0.003661922,0.00377487,0.005376361,0.0004636512,0.1485377],"genre_scores_gemma":[0.8979927,0.01240288,0.06908877,0.01184452,0.0008776821,0.002915119,0.001847554,0.0001000518,0.002930653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05871459,"threshold_uncertainty_score":0.3105161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1490509243477585,"score_gpt":0.4255828285299209,"score_spread":0.2765319041821623,"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."}}