{"id":"W7008547045","doi":"","title":"A climatology of North American air masses and their extremes in Montreal, Quebec","year":2015,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anticyclone; Extratropical cyclone; Anomaly (physics); Air mass (solar energy); Geopotential height; Subtropics; Subtropical ridge; Precipitable water; Trajectory; Latitude","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001251059,0.0002701854,0.0001657079,0.001241102,0.000832104,0.00068293,0.0003593029,0.0001799309,0.004475598],"category_scores_gemma":[0.0003184082,0.00008892629,0.0001613149,0.002589656,0.0001889559,0.0001730527,0.0002512148,0.0002219892,0.0004022476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01006107,"about_ca_system_score_gemma":0.004512491,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9871114,"about_ca_topic_score_gemma":0.9946312,"domain_scores_codex":[0.999874,0.00000813431,0.000004694847,0.00003128076,0.00004364715,0.00003835868],"domain_scores_gemma":[0.9997005,0.00001019818,0.00003101121,0.000007328301,0.0002028673,0.00004812312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001476101,0.00005460696,0.9007083,0.0001187876,0.0002095112,0.0003230984,0.000903518,0.007290549,0.004782651,0.001257816,0.04338739,0.0408162],"study_design_scores_gemma":[0.00000451813,0.000006329444,0.9883692,0.00001070185,0.000008993296,0.00002134245,0.0001959348,0.001691417,0.0001235723,0.0000203553,0.009537969,0.000009693978],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8798671,0.001538092,0.00171437,0.0003943359,0.00004279704,0.000124454,0.08152322,0.0003544026,0.03444125],"genre_scores_gemma":[0.9779038,0.0003582784,0.001247616,0.00004523141,0.00001030433,0.00004393689,0.01318805,0.00001985084,0.007182892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01288861,"threshold_uncertainty_score":0.07299852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031096013615991,"score_gpt":0.2961112357452602,"score_spread":0.2650152221292691,"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."}}