{"id":"W6957853579","doi":"10.60692/h27nm-th308","title":"GAPS-megacities: A new global platform for investigating persistent organic pollutants and chemicals of emerging concern in urban air","year":2020,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Toxic Organic Pollutants Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Polybrominated diphenyl ethers; Organophosphate; Pollutant; Hexabromocyclododecane; Air pollutants; Air pollution; Particulates; Criteria air contaminants","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001281967,0.0007597383,0.0005643091,0.002172958,0.0007029545,0.0008929729,0.001248696,0.0005964828,0.003745269],"category_scores_gemma":[0.001209252,0.0003601986,0.0005299021,0.003284873,0.0002571067,0.0008146468,0.003705865,0.0004956451,0.001080375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008624072,"about_ca_system_score_gemma":0.002936533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04494813,"about_ca_topic_score_gemma":0.06418797,"domain_scores_codex":[0.9993149,0.0001574231,0.00002755345,0.0001597761,0.0002158565,0.0001245693],"domain_scores_gemma":[0.9987001,0.0001272027,0.0002899789,0.0001831354,0.0004029681,0.0002965141],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001664153,0.0005869223,0.7834891,0.002436578,0.0006073577,0.001040576,0.002596708,0.003225325,0.02653855,0.00334088,0.06097982,0.1134939],"study_design_scores_gemma":[0.0001528398,0.0006328283,0.8946215,0.0001775599,0.000202299,0.0003080837,0.002212296,0.002308568,0.004876854,0.0006802452,0.09377311,0.00005382596],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7280778,0.001936231,0.01203118,0.0009964106,0.0001844398,0.002800353,0.2360801,0.001059286,0.01683416],"genre_scores_gemma":[0.6903903,0.001615363,0.04223926,0.0007575431,0.0001793453,0.008798177,0.243992,0.000458983,0.01156915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04494813,"threshold_uncertainty_score":0.08937299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.039953807793263,"score_gpt":0.2239479812419368,"score_spread":0.1839941734486738,"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."}}