{"id":"W2256571703","doi":"","title":"The Relationship Between Vocational Self-Concept Crystallization, Ego-Identity Status, and Occupational Indecision, as Mediated by Rational or Experiential Processing","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Counselling and Psychotherapy","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Vocational education; Experiential learning; Psychology; Identity (music); Social psychology; Cognitive style; Self-concept; Cognition; Pedagogy","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":[],"category_scores_codex":[0.000849614,0.0000792151,0.00009183954,0.0001121683,0.001647576,0.0003460236,0.0001385204,0.00008022429,0.0002360834],"category_scores_gemma":[0.00008224934,0.00005273581,0.00002383993,0.0002273194,0.0003043994,0.000639617,3.67055e-7,0.00008084934,0.000002543181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006014048,"about_ca_system_score_gemma":0.001905654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004779878,"about_ca_topic_score_gemma":0.01451946,"domain_scores_codex":[0.9987942,0.0001166491,0.0002779584,0.0001181493,0.000499148,0.0001938917],"domain_scores_gemma":[0.9979109,0.0008860385,0.0002152165,0.00004487893,0.0005653211,0.0003776577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002022465,0.00001632074,0.8494391,0.000003867373,0.00007213776,0.000003042995,0.08165094,0.000002256736,0.00002521414,0.03197147,0.02077983,0.01583362],"study_design_scores_gemma":[0.001460299,0.00005987305,0.1806933,0.00008610905,0.0000205602,0.000007280965,0.001507385,0.000004196363,0.00001058873,0.1194677,0.696472,0.0002106822],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8616719,0.00648979,0.1264691,0.004465619,0.0005020537,0.0001691486,0.00007702812,0.00001510606,0.0001403466],"genre_scores_gemma":[0.9852271,0.01314228,0.0002504108,0.0002278773,0.0003515745,0.00000197055,0.00002217511,0.000007766821,0.0007688182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6756922,"threshold_uncertainty_score":0.9996521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03773989910599183,"score_gpt":0.3211625374509839,"score_spread":0.2834226383449921,"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."}}