{"id":"W7036154066","doi":"","title":"Assessing past and future hazardous freezing rain and wet snow events in Manitoba using a pseudo-global warming approach","year":2020,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Mercury impact and mitigation studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Freezing rain; Snow; Precipitation; Terrain; Climate change; Global warming; Rain and snow mixed; Low-pressure area; Warm front","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":[0.0003400116,0.0005045369,0.0002250096,0.0007116304,0.0006022726,0.0007853635,0.0007363243,0.000382017,0.0009871043],"category_scores_gemma":[0.0005091795,0.00021152,0.0004838361,0.0009542602,0.0003312919,0.0002879726,0.0004892875,0.0003456056,0.00007910492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006663952,"about_ca_system_score_gemma":0.005047847,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.886817,"about_ca_topic_score_gemma":0.9353003,"domain_scores_codex":[0.9999011,0.00002017244,0.000004523025,0.00002326027,0.00002032614,0.00003064557],"domain_scores_gemma":[0.9997863,0.00002266657,0.00002765318,0.00001140302,0.00009688827,0.00005511837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001251573,0.0001251706,0.9278474,0.00007571287,0.0002326371,0.0002849958,0.0004951098,0.05732393,0.002503595,0.0005617465,0.001893016,0.008531482],"study_design_scores_gemma":[0.00003508735,0.00009889241,0.8859573,0.00004130974,0.0001333259,0.00004692475,0.002357981,0.1071301,0.0007259664,0.0002534752,0.003183282,0.00003646604],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951332,0.0001081379,0.0004871497,0.0002254945,0.00001533914,0.00003780537,0.002538344,0.00004200883,0.001412492],"genre_scores_gemma":[0.9960223,0.0001469313,0.0007672851,0.00006933291,0.00000655244,0.00002664236,0.002438075,0.000008111046,0.0005148111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.113183,"threshold_uncertainty_score":0.227699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02494079345703073,"score_gpt":0.2419172382240162,"score_spread":0.2169764447669855,"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."}}