{"id":"W3103590335","doi":"10.22215/etd/2020-14281","title":"Born this way? Is kink a sexual orientation or a preference?","year":2020,"lang":"en","type":"dissertation","venue":"","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Sexual orientation; Preference; Subjectivity; Orientation (vector space); Psychology; Categorization; Social psychology; Recreation; Focus (optics); Gender studies; Sociology; Developmental psychology; Epistemology; Political science; Mathematics; Philosophy; Physics; Geometry; 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":[0.001372031,0.0001130152,0.0003289134,0.0003010759,0.002277295,0.003105852,0.0002471749,0.0008637597,0.00856739],"category_scores_gemma":[0.004660371,0.0001043379,0.0001496322,0.0004841558,0.007937397,0.00272002,0.0008863367,0.00318081,0.001386288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001373434,"about_ca_system_score_gemma":0.001643331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008762675,"about_ca_topic_score_gemma":0.01299098,"domain_scores_codex":[0.9990133,0.0004436632,0.00002690513,0.0001108472,0.0001849033,0.0002202795],"domain_scores_gemma":[0.9986077,0.0003154037,0.0003615712,0.0001007021,0.0002262106,0.0003885106],"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":[0.0001851667,0.0002134661,0.10714,0.0003397209,0.00009273052,0.001248293,0.1198077,0.00008921703,0.001418278,0.5480842,0.04676275,0.1746184],"study_design_scores_gemma":[0.00003490554,0.0002031731,0.1231538,0.001873877,0.00009614954,0.004045634,0.463198,0.0002288605,0.001151735,0.1533104,0.2526018,0.000101614],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4891098,0.01273864,0.003086931,0.1564219,0.002180582,0.00003639392,0.0002910503,0.00003023444,0.3361044],"genre_scores_gemma":[0.9678949,0.005325058,0.0004767058,0.01061431,0.0001804534,0.00001276466,0.00005494859,0.00002385394,0.01541698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008762675,"threshold_uncertainty_score":0.02866077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09844240400950768,"score_gpt":0.4156822471482544,"score_spread":0.3172398431387468,"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."}}