{"id":"W2883545734","doi":"","title":"Building histories of climate extremes at Canada's biosphere reserves 1935–2005","year":2006,"lang":"en","type":"article","venue":"","topic":"Science and Climate Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Biosphere; Climate change; Climate extremes; Geography; Environmental science; Climatology; Environmental resource management; Oceanography; Geology; Ecology","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":[0.0004880527,0.00008496978,0.0001215746,0.001429198,0.002499109,0.001062719,0.000560606,0.0003050155,0.003515564],"category_scores_gemma":[0.001981644,0.0001288004,0.0001409032,0.002227608,0.0005792053,0.0004523426,0.001016373,0.0006463012,0.0002724656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01007563,"about_ca_system_score_gemma":0.00590479,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9558124,"about_ca_topic_score_gemma":0.9906563,"domain_scores_codex":[0.999779,0.00002875853,0.000005986779,0.00003709165,0.00006228381,0.00008681293],"domain_scores_gemma":[0.9991756,0.0001090962,0.00009094056,0.00004973105,0.0003819303,0.0001927157],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001552899,0.00003970764,0.8744305,0.00004944128,0.0001338991,0.0004034316,0.009555133,0.01278055,0.001158798,0.009459613,0.02290765,0.06892597],"study_design_scores_gemma":[0.000003163684,0.00001266353,0.9508215,0.00006777196,0.0000219115,0.00009432735,0.003641375,0.004033321,0.0004576036,0.001089271,0.03971474,0.00004242659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711025,0.0008153365,0.001371741,0.0008398914,0.00001885194,0.00001874624,0.009686301,0.00004250475,0.01610415],"genre_scores_gemma":[0.9932635,0.0002103797,0.0004236079,0.00004882497,0.000003049364,0.000006975226,0.002794561,0.0000106067,0.003238431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04418761,"threshold_uncertainty_score":0.08889562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007343103330420714,"score_gpt":0.206849931475192,"score_spread":0.1995068281447713,"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."}}