{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002667381,0.0001037457,0.0001500017,0.0002391347,0.0001092294,0.0004340306,0.0001107498,0.0001846157,0.001745302],"category_scores_gemma":[0.000664714,0.00006576422,0.00008100231,0.0001960125,0.0004447325,0.0001464964,0.0003131647,0.0002247654,0.0001036092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001012927,"about_ca_system_score_gemma":0.0001069951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005293243,"about_ca_topic_score_gemma":0.0007877253,"domain_scores_codex":[0.9998243,0.00007115147,0.000008201533,0.00004482745,0.00002956921,0.0000218882],"domain_scores_gemma":[0.9995655,0.0001952928,0.0001145175,0.00003601714,0.00002559679,0.00006296513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000439343,0.0003844633,0.7720349,0.0001253425,0.0005284385,0.0005589328,0.001133175,0.002191235,0.1660304,0.004690657,0.0009624053,0.05092067],"study_design_scores_gemma":[0.000004140616,0.0001196224,0.9898267,0.00001029234,0.00004843658,0.0002949105,0.0002634723,0.001124031,0.003174668,0.004173448,0.0009468471,0.00001350477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967451,0.000343038,0.0009148727,0.0001439623,0.00001075298,0.000003382799,0.0001126042,0.00001069363,0.001715695],"genre_scores_gemma":[0.9990996,0.0001422122,0.0004174939,0.00004522519,0.000005828198,0.000002979697,0.00003497216,0.000003384203,0.0002482802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001745302,"threshold_uncertainty_score":0.005838633,"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."}}