{"id":"W2135668846","doi":"10.1080/01650250244000326","title":"Who gets caught at maturity gap? A study of pseudomature, immature, and mature adolescents","year":2003,"lang":"en","type":"article","venue":"International Journal of Behavioral Development","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Maturity (psychological); Psychology; Developmental psychology; Context (archaeology); Adolescent development; Perception; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001001404,0.0001359681,0.0003158278,0.0006341666,0.001404798,0.001209237,0.0003297221,0.000316312,0.0006991186],"category_scores_gemma":[0.003471319,0.0002369213,0.0001744061,0.0006979406,0.0007695555,0.000754028,0.0005833947,0.0009097817,0.0001001289],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007918857,"about_ca_system_score_gemma":0.001282356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05397515,"about_ca_topic_score_gemma":0.09075913,"domain_scores_codex":[0.9996676,0.00009249451,0.00002142338,0.00003369859,0.00008112765,0.0001036162],"domain_scores_gemma":[0.9986713,0.0002536037,0.0004599075,0.0000494829,0.0001899797,0.0003757565],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001076217,0.0002925445,0.9182491,0.00002489074,0.000009097412,0.0004003191,0.07389908,0.0000117667,0.0006608534,0.0003371821,0.000175611,0.005832019],"study_design_scores_gemma":[0.000006909378,0.0002682349,0.8971558,0.00002052175,0.000008017939,0.0003644862,0.1009226,0.00004892762,0.0001235187,0.00009899027,0.0009755148,0.000006464586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997759,0.00004056995,0.000006284516,0.00001528592,8.880655e-7,0.000003329498,0.000008915332,1.673493e-7,0.0001485744],"genre_scores_gemma":[0.9996901,0.00009141923,0.00002594634,0.00003218897,0.000001526313,0.000006543517,0.00002326876,4.437099e-7,0.0001285801],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05397515,"threshold_uncertainty_score":0.1073219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02834249215425519,"score_gpt":0.3245433419789628,"score_spread":0.2962008498247076,"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."}}