{"id":"W2187124305","doi":"10.1080/15283488.2015.1089507","title":"The Role of Identity Horizons in Education-to-Work Transitions: A Cross-Cultural Validation Study in Japan and the United States","year":2015,"lang":"en","type":"article","venue":"Identity","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Western University","funders":"","keywords":"Confirmatory factor analysis; New horizons; Psychology; Construct (python library); Identity (music); Exploratory factor analysis; Scale (ratio); Construct validity; Social psychology; Metric (unit); Psychometrics; Structural equation modeling; Developmental psychology; Statistics; Mathematics; Geography; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001947947,0.0001152147,0.0001863056,0.0002318707,0.0002140093,0.000377055,0.0003431096,0.00005635783,0.00003089015],"category_scores_gemma":[0.00022984,0.000080773,0.00004746811,0.0011436,0.0002807551,0.000723102,0.00004725657,0.000191115,0.00004528507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008004524,"about_ca_system_score_gemma":0.00005935925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04051782,"about_ca_topic_score_gemma":0.05895484,"domain_scores_codex":[0.9982188,0.000658772,0.0004058588,0.0002230436,0.0002897712,0.0002037246],"domain_scores_gemma":[0.9990201,0.0001483984,0.0001158968,0.0003513544,0.0003015295,0.00006271756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003808249,0.0009006135,0.916683,0.000006146196,0.00006087269,0.000001486704,0.05752026,0.00008870368,0.00003314798,0.02255347,0.000230983,0.001540529],"study_design_scores_gemma":[0.002088655,0.00008157519,0.8971128,0.00001594003,0.00002495104,0.000002382181,0.05523172,0.00001338883,0.00003098312,0.04493841,0.0003676358,0.00009148649],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961815,0.000761396,0.0000368382,0.000643395,0.0008872816,0.0009096849,0.0000104836,0.00001754928,0.0005518579],"genre_scores_gemma":[0.9992981,0.00007403378,0.000009353099,0.00007310625,0.00008017902,0.0001700708,0.00002560684,0.00001012904,0.000259408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02238494,"threshold_uncertainty_score":0.9658715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02844580462664162,"score_gpt":0.3855663777816558,"score_spread":0.3571205731550142,"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."}}