{"id":"W2182611880","doi":"10.26443/msurj.v6i1.95","title":"Atmospheric circulation structures associated with freezing rain in Quebec City, Quebec","year":2011,"lang":"en","type":"article","venue":"McGill Science Undergraduate Research Journal","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Trough (economics); Climatology; Freezing rain; Environmental science; Atmospheric circulation; Cold front; Meteorology; Geostrophic wind; Atmospheric sciences; Geography; Geology; Precipitation","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005339672,0.000169338,0.0002222774,0.0002921501,0.002109576,0.0003844858,0.0007592256,0.00008252122,0.001109673],"category_scores_gemma":[0.001138878,0.0001127599,0.00005232584,0.003188905,0.001150613,0.001324933,0.00005209427,0.0008569501,0.0000342827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002356214,"about_ca_system_score_gemma":0.0005467748,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1716122,"about_ca_topic_score_gemma":0.5816804,"domain_scores_codex":[0.9955051,0.000696158,0.0003956825,0.0004431007,0.001838425,0.001121539],"domain_scores_gemma":[0.9982347,0.0004797936,0.0001605324,0.0002147523,0.0004123585,0.0004978814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001109371,0.0001025492,0.905838,0.000005660519,0.00002895006,0.0001841998,0.0007173664,0.04076185,0.0006212639,0.0113616,0.00005861865,0.04020897],"study_design_scores_gemma":[0.0004243325,0.0002112566,0.8856261,0.00003162479,0.00000423563,0.00002409449,0.0003398272,0.02174921,0.00005044912,0.09122495,0.0001355601,0.0001783857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756376,0.0000534127,0.0003578447,0.0007352107,0.0001289037,0.0002272795,0.000009921746,0.00003072659,0.02281911],"genre_scores_gemma":[0.9980727,0.00002456021,0.001291236,0.0000725787,0.00004446095,0.000001269519,0.000007912454,0.000004883837,0.0004803309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4100682,"threshold_uncertainty_score":0.9998034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1054812658387794,"score_gpt":0.3058195945333575,"score_spread":0.2003383286945781,"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."}}