{"id":"W4241106061","doi":"10.18192/aporia.v1i1.3062","title":"","year":2009,"lang":"fr","type":"article","venue":"Aporia","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Scholarship; Action (physics); Political science; Engineering ethics; Sociology; Public relations; Engineering; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01526172,0.0005160676,0.0004567439,0.002823292,0.006399466,0.007218179,0.002420701,0.01117522,0.05902722],"category_scores_gemma":[0.08853951,0.0003481969,0.0007463871,0.004258431,0.006078519,0.006609674,0.003611357,0.01043873,0.01760397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004871013,"about_ca_system_score_gemma":0.005448905,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009530958,"about_ca_topic_score_gemma":0.01912291,"domain_scores_codex":[0.9896122,0.001963245,0.0007235038,0.001602326,0.004923289,0.001175491],"domain_scores_gemma":[0.8702501,0.09377772,0.005917516,0.004581836,0.02218178,0.003291025],"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":[0.00003545551,0.00002454105,0.0008765633,0.000357275,0.00001259254,0.0002388519,0.002634488,0.00004654134,0.0003360286,0.08467357,0.8906395,0.02012473],"study_design_scores_gemma":[0.000004638016,0.000008839919,0.001083954,0.0003111591,0.000008203628,0.00006991648,0.00203392,0.00003688745,0.0002569712,0.005451924,0.9907179,0.00001551087],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003652904,0.01142027,0.001378358,0.7493659,0.04812455,0.00003872679,0.000431929,0.0001232172,0.1854642],"genre_scores_gemma":[0.0532877,0.01367276,0.001184737,0.7167945,0.02955047,0.00009390614,0.0004402153,0.0002322485,0.1847434],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9409728,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05636486797723533,"score_gpt":0.3275269604641824,"score_spread":0.2711620924869471,"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."}}