{"id":"W4386096076","doi":"10.31234/osf.io/g8tnh","title":"Which Identities are Concealable? Individual Differences in Concealability","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Ontario Ministry of Research and Innovation; Social Sciences and Humanities Research Council of Canada; Canada Research Chairs","keywords":"Identity (music); Code (set theory); Psychology; Social psychology; Computer science; Aesthetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01035451,0.0001973803,0.0003391517,0.0006433133,0.001059071,0.002589835,0.0004601912,0.0006192196,0.00347953],"category_scores_gemma":[0.05722062,0.0003362547,0.0003565603,0.0004867217,0.002160081,0.003768313,0.00227947,0.001269386,0.0002304076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004791408,"about_ca_system_score_gemma":0.0004444799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00124163,"about_ca_topic_score_gemma":0.001409856,"domain_scores_codex":[0.9941404,0.003174587,0.0005225431,0.0004970811,0.001236105,0.0004292673],"domain_scores_gemma":[0.9544165,0.02376031,0.01229569,0.007103525,0.001477447,0.0009465099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001438953,0.00037613,0.694908,0.000530934,0.0004662433,0.0004104487,0.15476,0.0006414274,0.01016569,0.01487703,0.001315827,0.1201093],"study_design_scores_gemma":[0.00005262786,0.0002988931,0.8983535,0.0003799593,0.0002294868,0.0008461431,0.06058146,0.00105655,0.005658948,0.02520971,0.007234099,0.00009864938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903044,0.0005145626,0.002690362,0.000499583,0.00002443505,0.00003746303,0.00006527235,0.000007717232,0.005856253],"genre_scores_gemma":[0.998904,0.0001199909,0.0006119894,0.00005754023,0.000007239651,0.00001196229,0.00003138568,0.000004440095,0.0002514172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01035451,"threshold_uncertainty_score":0.05476052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1626107493442645,"score_gpt":0.39109716050129,"score_spread":0.2284864111570254,"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."}}