{"id":"W2896371401","doi":"10.3389/fpsyg.2018.01964","title":"Testing Trait-State Isomorphism in a New Domain: An Exploratory Manipulation of Openness to Experience","year":2018,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Openness to experience; Psychology; Trait; Big Five personality traits; Affect (linguistics); Social psychology; Feeling; Personality; Isomorphism (crystallography); Facet (psychology); Test (biology); Rumination; Cognition","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":[0.001263008,0.000446469,0.0004115759,0.0004207723,0.0005969941,0.0007918073,0.0003570523,0.0005726333,0.002824467],"category_scores_gemma":[0.005150673,0.0003457565,0.0003122262,0.0002596217,0.0008639325,0.0005082074,0.001106557,0.001395456,0.0002150025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002684703,"about_ca_system_score_gemma":0.000339772,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004421512,"about_ca_topic_score_gemma":0.0006449423,"domain_scores_codex":[0.9993371,0.0002173652,0.00005582394,0.0001709489,0.0001286238,0.00008993925],"domain_scores_gemma":[0.9938639,0.003313554,0.001061199,0.0008002009,0.0002430578,0.0007179566],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02265415,0.08951031,0.1226377,0.0004910992,0.0002739616,0.0005697258,0.03449994,0.0006704974,0.6742021,0.002418633,0.0007556621,0.05131617],"study_design_scores_gemma":[0.001715984,0.06647329,0.8807074,0.00003982422,0.000170317,0.0002721912,0.004448004,0.002572609,0.03939731,0.001754666,0.00234308,0.0001053225],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989512,0.000006582314,0.0003441935,0.00001785018,0.000005453408,0.0001357991,0.000028851,0.000008057303,0.0005019363],"genre_scores_gemma":[0.9952134,0.00002095907,0.002518299,0.00005574357,0.000009847867,0.001088753,0.00009119735,0.000006723396,0.0009951496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002824467,"threshold_uncertainty_score":0.009448767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1460325060987599,"score_gpt":0.4335556092915953,"score_spread":0.2875231031928354,"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."}}