{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003790287,0.0002649659,0.0004060146,0.0002748079,0.0001131626,0.00004765973,0.000360149,0.000161379,0.0003166324],"category_scores_gemma":[0.00001351471,0.0002198298,0.0001240122,0.0001118929,0.00005592033,0.0001355869,0.0001139697,0.000401118,0.0000202597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002061251,"about_ca_system_score_gemma":0.0001185651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001982415,"about_ca_topic_score_gemma":0.00007395659,"domain_scores_codex":[0.9974464,0.0001251748,0.0009334687,0.0002835208,0.0009525313,0.0002589278],"domain_scores_gemma":[0.9985432,0.00001803211,0.0006180013,0.0001316453,0.0005080148,0.0001811228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004575666,0.01956333,0.8557492,0.0001626112,0.001766677,0.001812876,0.05195505,0.000008194931,0.002451161,0.003106066,0.02818208,0.03066704],"study_design_scores_gemma":[0.003286503,0.0001496155,0.9698507,0.0005570038,0.00005364253,0.0004882279,0.001483654,1.780285e-7,0.0008428956,0.0002833372,0.02274363,0.0002606564],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936432,0.0009244936,0.0000166383,0.0002224154,0.003882011,0.0002556027,0.00001748752,0.00001144716,0.001026722],"genre_scores_gemma":[0.9969221,0.0001012959,0.0006823879,0.0002007029,0.0001628264,0.000006377533,0.00001299361,0.00002100687,0.001890317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1141014,"threshold_uncertainty_score":0.8964398,"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."}}