{"id":"W4412478078","doi":"10.31219/osf.io/kxcwm_v1","title":"Inside a Creativity Mirage: Bipolar Traits Are Related to Biases in Self-Evaluations of Originality","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Creativity in Education and Neuroscience","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Originality; Creativity; Psychology; Value (mathematics); Cognitive psychology; Social psychology; Statistics; Mathematics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001018335,0.0002093824,0.0002108623,0.0006622939,0.0004786046,0.0009819625,0.0001543153,0.0003061257,0.002014839],"category_scores_gemma":[0.006336942,0.0002001655,0.0001883636,0.000375741,0.0006585844,0.0003752881,0.0006759843,0.0005335512,0.0002172538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001502985,"about_ca_system_score_gemma":0.0001646801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007434449,"about_ca_topic_score_gemma":0.001173587,"domain_scores_codex":[0.9995714,0.0001231505,0.00004923317,0.00007778093,0.000131016,0.00004742471],"domain_scores_gemma":[0.9960371,0.001141483,0.001806357,0.0003281389,0.0002844826,0.0004025541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003246371,0.0001142899,0.9885156,0.0000228903,0.00003814437,0.000132209,0.002762514,0.00004445656,0.001587224,0.0001313503,0.0001038491,0.006222739],"study_design_scores_gemma":[0.000009072023,0.0001235587,0.9971318,0.00001286366,0.00001312936,0.0004211647,0.001604318,0.0001697274,0.0001782067,0.0002157433,0.0001145006,0.000005897988],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994915,0.00004222827,0.0000811563,0.00001495525,0.000002929725,0.000005336039,0.00001251108,0.000001225655,0.0003481765],"genre_scores_gemma":[0.9997179,0.00002407625,0.00008577043,0.00001190584,0.000003290542,0.000005617663,0.00002439939,9.782016e-7,0.0001260815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002014839,"threshold_uncertainty_score":0.006740332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1144849408100707,"score_gpt":0.4598159818224446,"score_spread":0.3453310410123739,"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."}}