{"id":"W2150847537","doi":"10.15252/embr.201439902","title":"Nature, nurture and exposure","year":2015,"lang":"en","type":"article","venue":"EMBO Reports","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Medical Research Council; Seventh Framework Programme; European Commission","keywords":"Nature versus nurture; Human rights; Library science; Law; Sociology; Political science; Anthropology; Computer science","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":[0.0002680348,0.00007375947,0.00008982852,0.00001215917,0.00004932976,0.00001906282,0.00003222215,0.0001123446,0.0005588308],"category_scores_gemma":[0.0001064134,0.0000591506,0.00001294031,0.00007320494,0.00004144071,0.0001196395,0.0000783518,0.0001453292,0.00008022795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005305357,"about_ca_system_score_gemma":0.00001034675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007642438,"about_ca_topic_score_gemma":0.00005460608,"domain_scores_codex":[0.9992534,0.00001200399,0.0001349872,0.0001937409,0.000211052,0.0001948296],"domain_scores_gemma":[0.9994027,0.00001011336,0.00007225797,0.0001983408,0.000006179436,0.0003104265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001080852,0.00003921864,0.5293208,0.00001392958,0.000002562226,0.0009369492,0.00187539,0.000008839511,0.0003783949,0.00003460033,0.4612313,0.006147207],"study_design_scores_gemma":[0.0002883201,0.0001681677,0.5171717,0.00003087115,0.00001195129,0.001818921,0.0003652674,0.00002570714,0.0007034058,0.008541002,0.4706225,0.000252187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405122,0.0007346824,0.000002586429,0.001407643,0.0003886393,0.0001089478,0.000001414811,0.0000373826,0.05680646],"genre_scores_gemma":[0.996457,0.00003968133,0.0002172396,0.001887352,0.0001168415,0.000004947609,0.000007115402,0.000008520797,0.001261286],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05594477,"threshold_uncertainty_score":0.6118805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03816549513278032,"score_gpt":0.3039867104890687,"score_spread":0.2658212153562884,"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."}}