{"id":"W3089213722","doi":"10.1073/pnas.2016710117","title":"Genes and environments, development and time","year":2020,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":130,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Institute for Advanced Research","funders":"Canadian Institute for Advanced Research","keywords":"Epigenetics; Biology; Gene; Evolutionary biology; Developmental psychology; Neuroscience; Psychology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007066542,0.0000417744,0.00006348684,0.00003484695,0.0003311459,0.00002573013,0.0002186746,0.00003186837,0.00002047882],"category_scores_gemma":[0.0002405082,0.00003019458,0.00001049879,0.0002251145,0.0006930917,0.0002121617,0.00008562279,0.00004402039,0.000002953843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000157038,"about_ca_system_score_gemma":0.00008110578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004409137,"about_ca_topic_score_gemma":5.390617e-8,"domain_scores_codex":[0.9990131,0.000005188692,0.000141096,0.0001326636,0.0006273021,0.00008062394],"domain_scores_gemma":[0.9997333,0.00004648469,0.0001249679,0.000001668056,0.00003193742,0.0000616032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001710812,0.0001167659,0.1683838,0.0001021602,0.00006065791,6.780697e-9,0.132369,0.00001185583,0.1422297,0.5101538,0.004548726,0.04200639],"study_design_scores_gemma":[0.0002600345,0.00004473394,0.7031823,0.00006771199,0.00001139682,0.000001827365,0.006467107,0.00009536505,0.1524003,0.02353627,0.1137042,0.0002287446],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9660774,0.0003207478,4.577958e-7,0.02196587,0.000006774811,0.0001065775,0.000001113525,0.000006029356,0.01151503],"genre_scores_gemma":[0.9947201,0.0001283153,0.003926561,0.000789522,0.00004654161,0.000002461563,3.30602e-8,0.000001286967,0.0003851591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5347985,"threshold_uncertainty_score":0.2553725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04402958122811385,"score_gpt":0.293431223836339,"score_spread":0.2494016426082252,"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."}}