{"id":"W2040213660","doi":"10.1016/j.neures.2011.07.033","title":"Managing a neurobiology of the expected and unexpected self","year":2011,"lang":"en","type":"article","venue":"Neuroscience Research","topic":"Neuroscience, Education and Cognitive Function","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Dysfunctional family; Psychology; Brain development; Schedule; Population; Developmental psychology; Sociology; Clinical psychology; Neuroscience; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006183982,0.0001253314,0.0001246919,0.000379994,0.0007627072,0.00006522875,0.0008698879,0.00004372033,0.00004629199],"category_scores_gemma":[0.002624219,0.00008890154,0.00004424201,0.003317375,0.002050794,0.0002794251,0.00046336,0.0004505646,0.00001633279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002429846,"about_ca_system_score_gemma":0.0001812234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003647814,"about_ca_topic_score_gemma":0.000003741078,"domain_scores_codex":[0.996613,0.001058118,0.0002291311,0.000802798,0.0007194519,0.0005775394],"domain_scores_gemma":[0.9987099,0.0003875651,0.0001000376,0.0004727615,0.0001898905,0.0001398375],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002245004,0.0001617423,0.003320348,0.000008187995,2.212897e-7,0.000003759844,0.001019538,4.122494e-7,0.9890856,0.005223393,0.00008037154,0.001073948],"study_design_scores_gemma":[0.0001975988,0.0003107652,0.155137,0.00001307075,0.00000292157,0.00005875,0.0003885619,0.0005943073,0.8396958,0.001998832,0.001491976,0.000110439],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865162,0.000008028403,0.00008032155,0.0006705087,0.0009966296,0.000409653,0.000003470875,0.00008673906,0.0112284],"genre_scores_gemma":[0.9982243,0.00009389002,0.00004470519,0.0008389138,0.00002550711,0.00003795857,8.302302e-8,0.00001245191,0.0007222444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1518167,"threshold_uncertainty_score":0.7556235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1878489995848523,"score_gpt":0.3700280594612916,"score_spread":0.1821790598764392,"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."}}