{"id":"W7100433794","doi":"","title":"Earth System Sciences Seasonal prediction of winter extreme precipitation over Canada","year":2010,"lang":"en","type":"article","venue":"","topic":"Climate variability and models","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Precipitation; Earth system science; Climate system; Seasonality; Climate change","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":[0.0003395675,0.0003218064,0.0003487211,0.0004718247,0.00129738,0.001203452,0.0006683455,0.0004302705,0.001876179],"category_scores_gemma":[0.001079274,0.0002028554,0.0004169509,0.0008214744,0.0003377119,0.0003468308,0.0003016056,0.0005869379,0.0001951543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01431902,"about_ca_system_score_gemma":0.01847767,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9926409,"about_ca_topic_score_gemma":0.9916107,"domain_scores_codex":[0.9998696,0.00001161719,0.000006657755,0.00002881211,0.00003894485,0.00004437232],"domain_scores_gemma":[0.9995758,0.00005353027,0.00002906801,0.00001380186,0.0002493705,0.00007845489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003886064,0.0001455201,0.274018,0.00006050529,0.0002630419,0.0001877654,0.0001977694,0.6902039,0.002359995,0.002508558,0.01054975,0.01911664],"study_design_scores_gemma":[0.0001351222,0.0000281918,0.2397581,0.00002176832,0.00006592077,0.00002659435,0.0003428649,0.7522045,0.001368431,0.0007435445,0.005261595,0.00004336535],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909621,0.0002578491,0.0009433442,0.0005118097,0.00004261338,0.00001275834,0.003991804,0.0001210672,0.003156571],"genre_scores_gemma":[0.9947083,0.000149091,0.0005142087,0.00003689448,0.000008228206,0.000004642729,0.002240099,0.00001588811,0.002322618],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01431902,"threshold_uncertainty_score":0.1038923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01980666105976233,"score_gpt":0.2096907643357617,"score_spread":0.1898841032759994,"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."}}