{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006507169,0.0001246851,0.0001797052,0.0003593026,0.0001724566,0.0003359719,0.0003371525,0.00009477064,0.002936471],"category_scores_gemma":[0.0001570097,0.00008850689,0.00005881371,0.0001748405,0.0000871829,0.0002306247,0.0005186063,0.0002000145,0.01210726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103366,"about_ca_system_score_gemma":0.0001692884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001910935,"about_ca_topic_score_gemma":0.0003978182,"domain_scores_codex":[0.9979141,0.00006399705,0.0003317202,0.000430227,0.001100335,0.0001596562],"domain_scores_gemma":[0.998782,0.0005332679,0.0001014066,0.0003996778,0.00007272287,0.0001109402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001451009,0.000008030187,0.00002840639,0.000001876616,0.00001923106,0.00001698948,0.00006199704,0.000003212648,0.00008033164,0.004232611,0.9633147,0.03221811],"study_design_scores_gemma":[0.00005774801,0.00005551044,0.000264997,0.00001171711,0.000004876562,0.000005171342,0.0002309226,0.0003503374,0.00002258423,0.07485851,0.924041,0.00009666164],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001090871,0.0001543741,0.001042286,0.001320089,0.00060269,0.0001988548,0.00006915931,0.00003352069,0.9964699],"genre_scores_gemma":[0.0003046382,0.00008783564,0.00006648304,0.00005338327,0.0002577135,0.0000199932,0.00005713312,0.00001737026,0.9991354],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07062589,"threshold_uncertainty_score":0.997975,"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."}}