{"id":"W2094574485","doi":"10.1007/s10393-004-0045-2","title":"Development and Application of a Framework for Analyzing the Impacts of Urban Transportation","year":2004,"lang":"en","type":"article","venue":"EcoHealth","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"International Development Research Centre","keywords":"Animal ecology; Environmental planning; Geography; Environmental resource management; Ecology; Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002640681,0.0009917279,0.0008261218,0.002359176,0.001638573,0.003477955,0.002334066,0.00154865,0.006311912],"category_scores_gemma":[0.003954618,0.0004312546,0.002527684,0.00225212,0.001844696,0.002851453,0.002376275,0.001514629,0.0006392042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002759052,"about_ca_system_score_gemma":0.005962459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04110168,"about_ca_topic_score_gemma":0.03000199,"domain_scores_codex":[0.9990552,0.0004205098,0.00005989447,0.0001199776,0.0002209047,0.0001234516],"domain_scores_gemma":[0.9988648,0.0005024406,0.0001027947,0.0001397254,0.0003059448,0.00008438657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008478643,0.00009343294,0.001710967,0.00008364228,0.00006323557,0.000180337,0.000366033,0.1656634,0.0007798694,0.8057359,0.001704113,0.02361043],"study_design_scores_gemma":[0.00001203367,0.00004265142,0.0009944743,0.00009847089,0.00004866042,0.0001099081,0.0007473103,0.5224407,0.0006301553,0.4554938,0.0193478,0.00003415066],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007693543,0.0002269716,0.9763243,0.0008849645,0.00003672356,0.0001763478,0.0002729718,0.0001532517,0.01423088],"genre_scores_gemma":[0.2058775,0.0006484556,0.7879884,0.0001162986,0.00006222761,0.0005678159,0.0004763655,0.00008636284,0.00417668],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04110168,"threshold_uncertainty_score":0.08172482,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02739041430011922,"score_gpt":0.3227485068405549,"score_spread":0.2953580925404357,"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."}}