{"id":"W2788093641","doi":"","title":"Can Urban Ozone Generation be Modeled Correctly Based on Major Gaseous Atmospheric Reactions","year":2013,"lang":"en","type":"article","venue":"93rd American Meteorological Society Annual Meeting","topic":"Atmospheric chemistry and aerosols","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Ozone; Environmental science; Meteorology; Atmospheric sciences; Climatology; Geography; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003776198,0.0003636427,0.0004436428,0.000002629795,0.0006914169,0.000119234,0.0002960708,0.0001734634,0.004054962],"category_scores_gemma":[0.0003163755,0.0002860931,0.0003047087,0.0005522411,0.0004695458,0.0001860052,0.00002408049,0.0004925227,0.0001443591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003847726,"about_ca_system_score_gemma":0.00006836988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006473369,"about_ca_topic_score_gemma":0.0001267876,"domain_scores_codex":[0.9974449,0.000240873,0.0004450845,0.0006843254,0.0004564026,0.0007283972],"domain_scores_gemma":[0.9982894,0.0005866783,0.0003323334,0.0002983474,0.0001229475,0.0003702879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003469309,0.0007032845,0.170241,0.00007942913,0.0003004783,0.00005878894,0.001938547,0.6220618,0.02889954,0.0000564557,0.06195062,0.113363],"study_design_scores_gemma":[0.0006047061,0.001374294,0.02683476,0.00002524235,0.00006773062,0.00001501009,0.003639513,0.961603,0.001112497,0.0001021608,0.003834779,0.0007862962],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895908,0.00006966799,0.002264933,0.002846266,0.0001785317,0.0003617232,0.0001501868,0.0002566133,0.004281243],"genre_scores_gemma":[0.9503235,0.00002712824,0.0420198,0.006292116,0.0004738954,0.00003299688,0.0003028118,0.00001262804,0.0005151277],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3395411,"threshold_uncertainty_score":0.9999591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01417913390218525,"score_gpt":0.2112096489081689,"score_spread":0.1970305150059836,"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."}}