{"id":"W4391624016","doi":"10.22201/pued.9786073086554e.2023.c12","title":"Reducción de riesgos socioambientales: Propuestas estratégicas para el desarrollo","year":2023,"lang":"es","type":"book-chapter","venue":"","topic":"Public Health and Environmental Issues","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of Northwest Territories","funders":"","keywords":"Political 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001019647,0.001215796,0.0009817017,0.000179577,0.0008489547,0.0002698521,0.001114004,0.001174384,0.02677755],"category_scores_gemma":[0.00007923913,0.001143041,0.0004698175,0.0001760927,0.002336291,0.0005743976,0.0008904536,0.001158514,0.04865174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001651041,"about_ca_system_score_gemma":0.0002081587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002888584,"about_ca_topic_score_gemma":0.000309279,"domain_scores_codex":[0.9933587,0.0001339208,0.001204457,0.00178642,0.00143685,0.002079658],"domain_scores_gemma":[0.9965725,0.0001930273,0.0004653098,0.001138215,0.00001230319,0.001618668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009855959,0.00351225,0.3515686,0.00325013,0.001685428,0.004089835,0.01349967,0.001358222,0.0212612,0.2780559,0.09483618,0.2258969],"study_design_scores_gemma":[0.002025517,0.00160046,0.1912751,0.0009076294,0.0004239896,0.0003780725,0.003842308,0.0008099335,0.002858346,0.04029583,0.7507664,0.004816367],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.137796,0.0005042826,0.0001312835,0.005964187,0.0009445771,0.002499769,0.0005218283,0.0008359613,0.8508021],"genre_scores_gemma":[0.567053,0.006944742,0.002101728,0.001338363,0.0005115403,0.0001899728,0.0003106414,0.0003227052,0.4212273],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6559302,"threshold_uncertainty_score":0.9991019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04386281248080946,"score_gpt":0.3042061272396397,"score_spread":0.2603433147588303,"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."}}