{"id":"W2166009369","doi":"10.1177/2167696815595555","title":"Emerging Adulthood in North America","year":2015,"lang":"en","type":"article","venue":"Emerging Adulthood","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brandon University","funders":"","keywords":"Psychology; Moderation; Identity (music); Developmental psychology; Early adulthood; Young adult; Personal identity; Perception; Norm (philosophy); Social psychology; Self-concept; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005002337,0.0003571984,0.0004460755,0.0004566967,0.0001770792,0.00005426434,0.0004998166,0.0001342796,0.0008810323],"category_scores_gemma":[0.0001825179,0.0003789175,0.0001519877,0.001201986,0.0001160076,0.0002585583,0.00008554721,0.0005017098,0.001831003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001435538,"about_ca_system_score_gemma":0.0000912991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531002,"about_ca_topic_score_gemma":0.001644935,"domain_scores_codex":[0.9969559,0.0003630109,0.0005990202,0.0006860436,0.0004339076,0.0009620858],"domain_scores_gemma":[0.9984755,0.00005042398,0.0002109117,0.00073279,0.0001884531,0.0003419094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000475326,0.001587518,0.4587199,0.00008875366,0.0002792718,0.0005373594,0.2175966,0.0004179979,0.0001399541,0.001857495,0.02946579,0.288834],"study_design_scores_gemma":[0.01521282,0.001138908,0.5300677,0.0002166078,0.0001199534,0.0001474754,0.09649944,0.0007512466,0.0001910094,0.005341811,0.3479245,0.002388527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9623228,0.002074665,0.0009754666,0.001008295,0.003355727,0.0003327575,0.00001513723,0.0003015704,0.02961352],"genre_scores_gemma":[0.9949675,0.0001634783,0.0008700686,0.0008434335,0.0007569306,0.00009245344,0.00004859731,0.0000953359,0.002162253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3184587,"threshold_uncertainty_score":0.9998662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02453629015099496,"score_gpt":0.3162710084552566,"score_spread":0.2917347183042617,"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."}}