{"id":"W4417512245","doi":"10.3138/cjhs-2025-0029","title":"Broadening the lens: The generalizability of implicit theories of sexuality across sociodemographic variables","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Human Sexuality","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Nova Scotia Hospital; McMaster University; Nova Scotia Health Authority; Acadia University","funders":"","keywords":"Destiny (ISS module); Human sexuality; Generalizability theory; Closeness; Sample (material); Lesbian","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.01948806,0.0001560149,0.000410278,0.00008759343,0.004294562,0.0001781023,0.001464636,0.0001636638,0.0001672257],"category_scores_gemma":[0.002063102,0.00008352785,0.0002030062,0.0007508377,0.00385929,0.0002218783,0.00007296409,0.0006594531,6.201504e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001749879,"about_ca_system_score_gemma":0.002076582,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1747239,"about_ca_topic_score_gemma":0.5362532,"domain_scores_codex":[0.9941388,0.003684974,0.0009971235,0.0001624909,0.0005563452,0.000460237],"domain_scores_gemma":[0.9956352,0.002018961,0.0008299327,0.0006770759,0.00070957,0.0001292368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002266058,0.00003543223,0.1154111,0.00004778995,0.0002180879,0.000001327181,0.1161634,0.00008117564,0.0003025986,0.7649312,0.001940965,0.00084435],"study_design_scores_gemma":[0.0003981061,0.0001014393,0.2057406,0.0000634775,0.0002028809,0.00000497177,0.1254507,0.00001061273,0.0002134449,0.6492859,0.01833028,0.0001976839],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767951,0.001237856,0.0002807385,0.01226334,0.0004397711,0.0003149065,0.0000801311,0.000007906749,0.008580195],"genre_scores_gemma":[0.9981406,0.00002471614,0.00002392645,0.0006753883,0.0002498697,0.00000466252,0.000002470357,0.000007243976,0.0008710778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3615292,"threshold_uncertainty_score":0.9988517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06283935188008755,"score_gpt":0.3772778103709713,"score_spread":0.3144384584908838,"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."}}