{"id":"W7071760190","doi":"","title":"Understanding Extreme Precipitation Behaviour in British Columbia's Lower Mainland Using Historical and Proxy Data","year":2013,"lang":"en","type":"other","venue":"Summit (Simon Fraser University)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Simon Fraser University","keywords":"Precipitation; Storm; Climate change; Forcing (mathematics); Exclosure","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0001888327,0.0002234909,0.0002214419,0.001444165,0.0008904184,0.001140113,0.0004911094,0.0002029459,0.001574755],"category_scores_gemma":[0.001123909,0.0001642935,0.0001165216,0.004144317,0.0002463625,0.0002464036,0.0003966081,0.0002683577,0.0002489388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007030639,"about_ca_system_score_gemma":0.00369349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9865494,"about_ca_topic_score_gemma":0.9955532,"domain_scores_codex":[0.999803,0.00001860421,0.00001439284,0.00004719096,0.00005071201,0.00006613722],"domain_scores_gemma":[0.9992369,0.00009840133,0.000128023,0.00003939285,0.0003607939,0.0001363896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003614226,0.0000213148,0.9792906,0.00003239944,0.00004581733,0.0001086978,0.0004603925,0.001097824,0.0007953428,0.00009257519,0.001785789,0.01623308],"study_design_scores_gemma":[0.000001553183,0.00000181949,0.997617,0.00000972464,0.000006285422,0.000009436922,0.0004151282,0.0007659526,0.00006380121,0.00001256642,0.001093103,0.000003648678],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919757,0.0003983903,0.0001947554,0.0001266295,0.000003685527,0.00001306399,0.004435579,0.00002158905,0.002830649],"genre_scores_gemma":[0.9936051,0.000367903,0.0003450002,0.00004478763,0.000003507393,0.00001817155,0.004123314,0.000008082323,0.001484132],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01345056,"threshold_uncertainty_score":0.05101109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07689171351258214,"score_gpt":0.2342430740704606,"score_spread":0.1573513605578784,"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."}}