{"id":"W2943353982","doi":"10.1111/spc3.12450","title":"Seeking authenticity in diverse contexts: How identities and environments constrain “free” choice","year":2019,"lang":"en","type":"article","venue":"Social and Personality Psychology Compass","topic":"Social and Intergroup Psychology","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Diversity (politics); Identity (music); Inclusion (mineral); Social psychology; Social identity theory; Psychology; Sociology; Key (lock); Aesthetics; Epistemology; Social group; Computer science; Computer security","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007229468,0.0001603534,0.0003496392,0.00007214171,0.0005226978,0.00008654353,0.0002479385,0.0002865724,0.0004845558],"category_scores_gemma":[0.00008154911,0.0001741856,0.00007818522,0.0001262845,0.001890346,0.0002330159,0.0001004233,0.0003097961,0.00002739567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006778314,"about_ca_system_score_gemma":0.0000237572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003224798,"about_ca_topic_score_gemma":0.005432802,"domain_scores_codex":[0.9981007,0.000619966,0.0001903011,0.0004298291,0.0002291283,0.0004300915],"domain_scores_gemma":[0.9994338,0.0002108417,0.0001144647,0.0001165984,0.00002046865,0.0001038542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006854715,0.0001478663,0.8641806,0.00002091309,0.00007072731,0.000008491904,0.07178064,1.857801e-8,0.0006839684,0.05612195,0.0033898,0.003526525],"study_design_scores_gemma":[0.001724185,0.00005462258,0.9181727,0.00001472912,0.00001656368,0.00000347491,0.02772403,0.000005020892,0.000001217463,0.01404687,0.03802355,0.0002130688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9581904,0.0002066857,0.00003783715,0.01463216,0.0009090746,0.0002471723,0.00004290336,0.00002961384,0.0257041],"genre_scores_gemma":[0.9946346,0.0001134967,0.00001811753,0.00223297,0.00033258,0.00001245516,0.000006076252,0.000008187958,0.002641527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05399212,"threshold_uncertainty_score":0.7103084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05537015901859389,"score_gpt":0.3610488171607413,"score_spread":0.3056786581421475,"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."}}