{"id":"W4413503111","doi":"10.64628/aam.756uj4pn6","title":"Canada is witnessing more thunderstorm impacts than ever before","year":2022,"lang":"en","type":"article","venue":"","topic":"Meteorological Phenomena and Simulations","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Thunderstorm; Meteorology; Environmental science; Political science; Aeronautics; Natural resource economics; History; Geography; Economics; Engineering","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":[0.0002672356,0.0003235963,0.0002128238,0.000707314,0.0022128,0.001663963,0.000610688,0.0005175533,0.01058923],"category_scores_gemma":[0.0008707353,0.0001117515,0.0005578144,0.001368378,0.0003430613,0.0006549475,0.0006311267,0.001111353,0.0004950839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01386764,"about_ca_system_score_gemma":0.04077773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9914613,"about_ca_topic_score_gemma":0.9952635,"domain_scores_codex":[0.9996401,0.00001240288,0.000004784444,0.00001917675,0.0002148117,0.0001087031],"domain_scores_gemma":[0.9989825,0.0000498386,0.00005130955,0.00002065135,0.0006357574,0.000259824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004437329,0.0002597321,0.3522794,0.0007485448,0.000460642,0.001192546,0.001514317,0.02279488,0.005832634,0.01337756,0.4051724,0.1959236],"study_design_scores_gemma":[0.00009644593,0.0001376545,0.3875815,0.0002341327,0.0002336295,0.0002846797,0.008805479,0.01769869,0.002595758,0.001848307,0.5803611,0.0001226578],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6916047,0.003498036,0.003479574,0.04584109,0.004002899,0.0001631866,0.02736929,0.001234102,0.222807],"genre_scores_gemma":[0.9037845,0.004345678,0.003360511,0.00322542,0.0002321576,0.00002647996,0.007853895,0.0001775987,0.07699393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01386764,"threshold_uncertainty_score":0.1006173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241775863873932,"score_gpt":0.2183366641039818,"score_spread":0.1959189054652425,"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."}}