{"id":"W4391613952","doi":"10.3390/app14041361","title":"Sources, Processing, Transport, Health and Climate Impacts of Air Pollutants","year":2024,"lang":"en","type":"article","venue":"Applied Sciences","topic":"Air Quality and Health Impacts","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Environmental science; Pollutant; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005515277,0.000400457,0.0002796183,0.001097536,0.000842538,0.002879895,0.0003971024,0.0005955225,0.004860101],"category_scores_gemma":[0.0007672943,0.0002226816,0.0004755127,0.001818627,0.0005330332,0.001068509,0.001048157,0.0006397585,0.0012136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001276924,"about_ca_system_score_gemma":0.002006627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0213032,"about_ca_topic_score_gemma":0.01672441,"domain_scores_codex":[0.9993591,0.00009331889,0.00003849573,0.0000965084,0.000320078,0.00009253671],"domain_scores_gemma":[0.9996165,0.00006846344,0.00009272665,0.00001952492,0.0001778842,0.00002480343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008885579,0.0007624966,0.1819149,0.006311124,0.0008740433,0.001674581,0.002384731,0.01548745,0.09853522,0.0876178,0.05443211,0.549117],"study_design_scores_gemma":[0.00003710271,0.0005807627,0.4256004,0.001299199,0.0006129136,0.001587413,0.003500394,0.004763211,0.04101865,0.04624378,0.4746049,0.0001512152],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.4867198,0.2561435,0.01686712,0.03174081,0.002938533,0.0003205723,0.01269824,0.0003171327,0.1922544],"genre_scores_gemma":[0.747242,0.2062977,0.005303246,0.002420961,0.001997162,0.0001111092,0.002911133,0.00008680483,0.03362995],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0213032,"threshold_uncertainty_score":0.0423584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03055739828949595,"score_gpt":0.3174777760521387,"score_spread":0.2869203777626427,"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."}}