{"id":"W4391011635","doi":"10.1007/978-3-031-41159-5","title":"Genes, Environments and Interactions","year":2023,"lang":"en","type":"book","venue":"","topic":"Interdisciplinary Research and Collaboration","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universidade da Coruña; Uppsala Universitet; Universitetet i Oslo; Högskolan Dalarna; Universidade de Santiago de Compostela; University of Alberta; Harvard University; Florida State University","keywords":"Gene; Genetics; Biology; Computational biology; Evolutionary biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003683633,0.0007841199,0.0006736992,0.0007538229,0.0007426986,0.003171119,0.0007400115,0.001315374,0.02666683],"category_scores_gemma":[0.0006560173,0.0004681234,0.0002663186,0.001266414,0.00354668,0.002378893,0.0009704659,0.002119135,0.01178302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00114466,"about_ca_system_score_gemma":0.0007940249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003034352,"about_ca_topic_score_gemma":0.008205342,"domain_scores_codex":[0.9998393,0.00004652083,0.000005157887,0.00003121158,0.00006513713,0.00001269391],"domain_scores_gemma":[0.9998699,0.00008408674,0.000005806546,0.00001307125,0.00001614473,0.0000109303],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001953029,0.00001878657,0.0001998471,0.0002301701,0.00001581561,0.0001086362,0.0005107626,0.000960427,0.0009280241,0.6552846,0.231958,0.1097654],"study_design_scores_gemma":[0.000005017913,0.000008149485,0.000274658,0.0001338763,0.000004306075,0.0001241309,0.0001531171,0.0002234797,0.0001082258,0.2696026,0.7293559,0.000006483508],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001067459,0.1249247,0.0144364,0.01008547,0.003044414,0.00004492967,0.0003654364,0.0002097594,0.8458214],"genre_scores_gemma":[0.01674028,0.04703379,0.01127098,0.005306479,0.001745782,0.0001631763,0.0003108574,0.0001260758,0.9173025],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02666683,"threshold_uncertainty_score":0.08920938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445693552611585,"score_gpt":0.4409112865340001,"score_spread":0.2963419312728417,"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."}}