{"id":"W2064888979","doi":"10.3917/pope.804.0617","title":"The Distribution of Environmental Risks: Analytical Methods and French Data","year":2008,"lang":"en","type":"article","venue":"Population (English Edition)","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007878575,0.00006016637,0.0000943814,0.00001611291,0.001127973,0.00002432039,0.0001510462,0.00006747409,0.0001252938],"category_scores_gemma":[0.0006749935,0.00005215017,0.00002054126,0.00007435448,0.0005873389,0.0004675488,0.00007738906,0.00009618868,0.000005139095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007878494,"about_ca_system_score_gemma":0.00002330551,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001119842,"about_ca_topic_score_gemma":0.0004027663,"domain_scores_codex":[0.9988841,0.0002484727,0.0002394041,0.0001641459,0.0003056332,0.0001582659],"domain_scores_gemma":[0.9991986,0.0003827803,0.000104526,0.0002115202,0.00001656654,0.00008596349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002403841,0.0002290234,0.8651955,0.00007210957,0.00003749371,0.000002184556,0.007254483,0.00005875554,0.000008535835,0.08309209,0.02192099,0.02210475],"study_design_scores_gemma":[0.0001053198,0.00001404564,0.9601815,0.00001003224,0.00003188958,7.37279e-7,0.003600401,0.0006474038,0.000004674409,0.0008093518,0.03453199,0.000062641],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856172,0.00194991,0.00398031,0.001496362,0.001578043,0.0004247088,0.001103891,0.00006991222,0.003779728],"genre_scores_gemma":[0.9939867,0.003189878,0.0007769238,0.00004018451,0.0007315021,0.000007778838,0.00115006,0.000004142981,0.0001128853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09498597,"threshold_uncertainty_score":0.8675573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07937109800500128,"score_gpt":0.3896703623297748,"score_spread":0.3102992643247735,"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."}}