{"id":"W4417279061","doi":"10.5194/ica-abs-10-50-2025","title":"The North American Environmental Atlas: Mapping the shared environment of Canada, Mexico and the United States","year":2025,"lang":"en","type":"article","venue":"Abstracts of the ICA","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mental Health Commission of Canada","funders":"Natural Resources Canada","keywords":"Work (physics); Government (linguistics); Vulnerability (computing); Climate change; Sustainability","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000617078,0.0004558992,0.0005087827,0.006329324,0.00265061,0.002192679,0.0008148359,0.0004002486,0.006144813],"category_scores_gemma":[0.002098354,0.000223062,0.000430725,0.02214147,0.0004381233,0.0006716035,0.001551751,0.0006815582,0.0006437847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01283464,"about_ca_system_score_gemma":0.0699121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9876541,"about_ca_topic_score_gemma":0.9951025,"domain_scores_codex":[0.9993831,0.00006310632,0.00003271858,0.00008480503,0.0002727377,0.0001635098],"domain_scores_gemma":[0.9982156,0.00008802552,0.0001646834,0.00007466818,0.001215304,0.0002417356],"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":[0.0001351433,0.00009856668,0.2913886,0.001081488,0.0002922151,0.0002126899,0.004787685,0.002246887,0.001350363,0.01378047,0.5528785,0.1317474],"study_design_scores_gemma":[0.0000204373,0.000008254488,0.6416674,0.0004555771,0.0001015333,0.00008965499,0.007130297,0.0007017349,0.0003637627,0.001234674,0.3481773,0.00004935736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.1486229,0.006614922,0.004433386,0.003607266,0.0003731583,0.0004082037,0.7534509,0.00105966,0.08142963],"genre_scores_gemma":[0.5338187,0.01398929,0.05688475,0.0007828193,0.0001469871,0.001196064,0.3654825,0.0005254596,0.02717333],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01283464,"threshold_uncertainty_score":0.0931223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01004117823044018,"score_gpt":0.2275935664942058,"score_spread":0.2175523882637656,"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."}}