{"id":"W2884031290","doi":"10.1089/gg.2017.29006.rtl","title":"How the Social Becomes the Biological: The Interaction between the Genome and the Environment","year":2017,"lang":"en","type":"article","venue":"Gender and the Genome","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Genome; Evolutionary biology; Computer science; Psychology; Biology; Genetics; Gene","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":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.003289491,0.0001456832,0.0001565965,0.00001156746,0.01111386,0.001151562,0.00107083,0.00006474545,0.00009144932],"category_scores_gemma":[0.0001193067,0.0000405274,0.0001069609,0.00005096037,0.003199319,0.0001062937,0.0003700816,0.0003271734,0.00002917329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004343143,"about_ca_system_score_gemma":0.00007059013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004636621,"about_ca_topic_score_gemma":0.00009974821,"domain_scores_codex":[0.9981618,0.0008773439,0.0001642744,0.0002100249,0.0002926856,0.0002938746],"domain_scores_gemma":[0.9984037,0.0008299773,0.0002092643,0.0004896487,0.00002214527,0.00004531358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00007672005,0.0000338885,0.01305573,0.000004331628,0.0005356363,4.555041e-7,0.8521126,0.000006015419,0.00003065174,0.1050998,0.001283862,0.02776027],"study_design_scores_gemma":[0.0004215049,0.000007879295,0.6576043,9.552991e-7,0.00005249262,0.000001924302,0.08249712,0.000001943159,0.000002062917,0.02525965,0.2340664,0.00008380593],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4241124,0.004049588,0.0001222837,0.5546331,0.0006028422,0.00138662,0.00001441795,0.00002561161,0.01505318],"genre_scores_gemma":[0.9916188,0.002725734,0.000007223852,0.002711076,0.001123887,0.00008358224,0.00000353769,0.000007510002,0.001718653],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7696155,"threshold_uncertainty_score":0.9998853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0787964502109789,"score_gpt":0.3066180270682216,"score_spread":0.2278215768572427,"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."}}