{"id":"W108335461","doi":"","title":"Precipitation Trends Contribute to Streamflow Regime Shifts in Northern Canada","year":2011,"lang":"en","type":"article","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Streamflow; Precipitation; Context (archaeology); Snowmelt; Pluvial; Environmental science; Surface runoff; Climate change; Climatology; Geology; Snow; Drainage basin; Geography; Meteorology; Oceanography; Geomorphology; Ecology","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":[0.0002416987,0.0001198129,0.0001544391,0.0009279223,0.001556083,0.0009637194,0.0003735381,0.0001828123,0.001992983],"category_scores_gemma":[0.001502575,0.0001384549,0.0001914996,0.001840775,0.0004589984,0.0002100292,0.0004117565,0.0002858323,0.0001561389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01164505,"about_ca_system_score_gemma":0.01234893,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9840045,"about_ca_topic_score_gemma":0.9936632,"domain_scores_codex":[0.999811,0.00001303945,0.00001031156,0.00003945798,0.00005308709,0.00007312471],"domain_scores_gemma":[0.9991848,0.00008479937,0.0001267961,0.00002815863,0.000392862,0.0001825143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000579859,0.00001847843,0.9793185,0.00002062264,0.00004868409,0.0001000899,0.0006420466,0.0007753021,0.001009289,0.0002042364,0.001871868,0.01593283],"study_design_scores_gemma":[9.843993e-7,0.000002057613,0.9984028,0.000004119878,0.000007417442,0.00001209983,0.0003199544,0.0002824105,0.00006864918,0.00002832043,0.0008680669,0.000003196756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944504,0.0003880415,0.00007274325,0.0003871559,0.00001186981,0.000007129577,0.001536297,0.00002271469,0.003123573],"genre_scores_gemma":[0.9980009,0.0003296952,0.00006501315,0.00004329818,0.000005254203,0.000002689896,0.000536914,0.000006459176,0.001009773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0159955,"threshold_uncertainty_score":0.08449113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03514651714598094,"score_gpt":0.2192037912047899,"score_spread":0.1840572740588089,"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."}}