{"id":"W2807086915","doi":"","title":"The Environmental Prediction in Canadian Cities (EPiCC) Network","year":2007,"lang":"en","type":"article","venue":"Seventh Conference on Coastal Atmospheric and Oceanic Prediction and Processes joint with the Seventh Symposium on the Urban Environment (10-13 September 2007)","topic":"Air Quality Monitoring and Forecasting","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Geography","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":[0.002305091,0.001625463,0.0009372972,0.003355481,0.003338002,0.00248928,0.002338412,0.0009869025,0.01369983],"category_scores_gemma":[0.007037912,0.0005471657,0.0009709903,0.008359339,0.0005754826,0.001482547,0.002575525,0.001328469,0.003725145],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01819068,"about_ca_system_score_gemma":0.05504508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9869362,"about_ca_topic_score_gemma":0.9890154,"domain_scores_codex":[0.9985947,0.0001701966,0.00005969742,0.0002375248,0.0006107817,0.0003271731],"domain_scores_gemma":[0.9946275,0.0003446013,0.0001786998,0.000535833,0.003591604,0.0007218166],"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":[0.0002231551,0.0001169091,0.04913923,0.0001469382,0.0001440096,0.00006717972,0.00009472269,0.03043781,0.0001772874,0.006671028,0.8013492,0.1114324],"study_design_scores_gemma":[0.0003041939,0.00006799858,0.1217538,0.0003706927,0.0002886796,0.0000861932,0.0007759202,0.2790001,0.001413855,0.01290888,0.5828316,0.0001979535],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.04769439,0.003216447,0.02223066,0.008552638,0.0009000867,0.0006655718,0.8457594,0.0055701,0.06541073],"genre_scores_gemma":[0.2191519,0.004275019,0.05063353,0.00116048,0.0001987023,0.0008045837,0.6753136,0.001067498,0.04739472],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9818093,"threshold_uncertainty_score":0.1319832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01123164863847058,"score_gpt":0.1871777619752522,"score_spread":0.1759461133367816,"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."}}