{"id":"W2808793469","doi":"10.1093/oso/9780199934263.003.0002","title":"Models of Personality Development in Emerging Adulthood","year":2018,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Personality; Narrative; Personality development; Psychology; Futures contract; Big Five personality traits; Adult development; Personal development; Social psychology; Developmental psychology; Psychotherapist","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002980074,0.0003048538,0.0004907696,0.0003340706,0.0001173746,0.00001233178,0.0006154088,0.0004486073,0.0002588651],"category_scores_gemma":[0.000003063476,0.0003778978,0.0001710586,0.00002437616,0.0001888837,0.00008274035,0.0001942274,0.0003865303,0.000004121497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003331743,"about_ca_system_score_gemma":0.0003409011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000346199,"about_ca_topic_score_gemma":0.0003632743,"domain_scores_codex":[0.9983419,0.0001624507,0.0003132264,0.0005106746,0.000303378,0.0003683627],"domain_scores_gemma":[0.9988893,0.00004192478,0.0003159842,0.00049807,0.0001644154,0.00009025213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001960662,0.0005887742,0.0005839851,0.000959624,0.001760859,0.0005253184,0.08948211,0.00003117883,0.00002814506,0.8357441,0.04089301,0.02744219],"study_design_scores_gemma":[0.001415558,0.00006210931,0.0003772266,0.0002121112,0.00006828173,0.000003815225,0.0006163609,0.00002488248,0.00007735256,0.00134582,0.9954084,0.0003880775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01518098,0.0001487039,0.000500803,0.000005713345,0.0005550237,0.0003884267,0.00005797237,0.00005099068,0.9831114],"genre_scores_gemma":[0.005962384,0.00006880134,0.0004240265,0.00003288704,0.0001341612,0.000002280972,0.00004347002,0.00004016395,0.9932919],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9545154,"threshold_uncertainty_score":0.9998673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04104320697253457,"score_gpt":0.2638553423360355,"score_spread":0.2228121353635009,"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."}}