{"id":"W2778401928","doi":"10.1111/mbe.12158","title":"Gene–Environment Interplay and Individual Differences in Behavior","year":2017,"lang":"en","type":"article","venue":"Mind Brain and Education","topic":"Cognitive Abilities and Testing","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto; Canadian Institute for Advanced Research","funders":"","keywords":"Epigenetics; Variation (astronomy); Phenotype; Biology; Gene; Evolutionary biology; Epigenesis; Psychology; Genetics; DNA methylation; Gene expression","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":[0.0001278835,0.00005489515,0.00006094792,0.00003663384,0.0001168233,0.0000713236,0.00005297989,0.00003525315,0.0004043504],"category_scores_gemma":[0.00006568031,0.00005048661,0.000007392527,0.000007514011,0.0001008842,0.00005542049,0.00004689685,0.00005511891,0.000010628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009149579,"about_ca_system_score_gemma":0.0000132705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003055387,"about_ca_topic_score_gemma":0.00007079457,"domain_scores_codex":[0.9995983,0.00002777233,0.0000810541,0.0001637944,0.0000355003,0.00009356908],"domain_scores_gemma":[0.9997133,0.00008889273,0.00004619147,0.0001121507,0.000005010912,0.00003443201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002478178,0.00007705267,0.5323467,0.000001936132,0.000002371385,7.475677e-7,0.004069196,1.301596e-9,0.00004936355,0.00005213459,0.00009035576,0.4633076],"study_design_scores_gemma":[0.0001735367,0.00004616973,0.9942994,0.00001660705,0.000008932605,0.00001271295,0.004170412,0.000001777098,0.00004315413,0.0003356492,0.0008302914,0.00006142719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955961,0.0002244566,0.000004034717,0.0008098201,0.0002391093,0.0001135509,0.000006911098,0.000002053325,0.00300397],"genre_scores_gemma":[0.9980929,0.00000607705,0.0001209295,0.0001148679,0.00007903443,0.00006277201,0.000009542634,0.00000335729,0.001510477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4632462,"threshold_uncertainty_score":0.4427353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06376486671329872,"score_gpt":0.3490593635888722,"score_spread":0.2852944968755735,"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."}}