{"id":"W2469212138","doi":"10.5539/jedp.v6n2p37","title":"How Did I Become Me?—Identical Female Twins Describe the Development of Their Individuality","year":2016,"lang":"en","type":"article","venue":"Journal of Educational and Developmental Psychology","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Developmental psychology; Identity (music); Style (visual arts); Social psychology; Identical twins; Life span; Qualitative research; Sociology; Literature; Genetics; Anthropology; Art; Aesthetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009475772,0.0001473139,0.0002589273,0.0001055597,0.0001772177,0.00002755823,0.0002532382,0.00007651001,0.002193648],"category_scores_gemma":[0.0003856111,0.00008040074,0.00008277421,0.0001112042,0.0003938516,0.0001364828,0.00008869172,0.0001617802,0.00003682624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005757325,"about_ca_system_score_gemma":0.0003103494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000537468,"about_ca_topic_score_gemma":0.00003074393,"domain_scores_codex":[0.9985169,0.0001428704,0.0006695715,0.0002104247,0.0002155922,0.0002446025],"domain_scores_gemma":[0.9977238,0.001378121,0.0004162595,0.0001122,0.0002539614,0.0001157144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001966467,0.000899206,0.8070192,0.00002400449,0.0005065616,0.00000438666,0.02760234,2.31185e-8,0.003219438,0.007261853,0.005795861,0.1474704],"study_design_scores_gemma":[0.0008210439,0.0001002232,0.9641738,0.00006692001,0.00001746797,0.0005329689,0.009261359,5.774048e-8,0.000293953,0.01239446,0.01221371,0.0001240188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750156,0.0004245036,0.0008696565,0.01853269,0.0009467717,0.0001037712,0.00001308269,0.000003465319,0.004090494],"genre_scores_gemma":[0.9916775,0.00001758815,0.005926623,0.0006061864,0.000212798,0.0000107943,0.000003757007,0.00001021359,0.001534502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1571546,"threshold_uncertainty_score":0.9987185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1060101413241325,"score_gpt":0.3701684769882324,"score_spread":0.2641583356640999,"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."}}