{"id":"W2609448306","doi":"10.1177/2167696817706024","title":"Emerging Adulthood Features and Adjustment","year":2017,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Young adult; Developmental psychology; Transition (genetics); Identification (biology); Clinical psychology","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004270813,0.0003465167,0.0003575483,0.0001735594,0.001312739,0.0001904827,0.000573968,0.0001716466,0.0008855786],"category_scores_gemma":[0.0001407699,0.0003376958,0.0001443812,0.00008744669,0.0002046026,0.0003136799,0.0001638567,0.0003848937,0.0002765722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004489428,"about_ca_system_score_gemma":0.00002624478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007558715,"about_ca_topic_score_gemma":0.0002395057,"domain_scores_codex":[0.9977999,0.0001512627,0.0003381353,0.0006805576,0.0003026695,0.0007274456],"domain_scores_gemma":[0.9981123,0.00003940704,0.0002984123,0.001208916,0.0001131016,0.000227828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003242688,0.0007136211,0.05727611,0.0002006319,0.0007057638,0.0002180468,0.05172782,0.000005979795,0.001516228,0.02371318,0.04091353,0.8226848],"study_design_scores_gemma":[0.003719356,0.0002434707,0.9600896,0.0001792029,0.0001080453,0.0001516121,0.006307674,0.00002651025,0.0005520341,0.004309671,0.02366384,0.0006489315],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376578,0.01250472,0.0002420543,0.002702957,0.006207566,0.0004326747,0.00002313411,0.0002630568,0.03996598],"genre_scores_gemma":[0.9873422,0.0012755,0.0007544497,0.0005805891,0.001415664,0.00007237321,0.00001352548,0.00008142746,0.008464285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9028136,"threshold_uncertainty_score":0.9999874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01719979456664711,"score_gpt":0.3282389681220756,"score_spread":0.3110391735554285,"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."}}