{"id":"W2021762811","doi":"10.1016/j.jhydrol.2007.11.018","title":"Temporal variations in river-ice break-up over the Mackenzie River Basin, Canada","year":2007,"lang":"en","type":"article","venue":"Journal of Hydrology","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":52,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; Environment and Climate Change Canada","funders":"","keywords":"Tributary; Physical geography; Hydrology (agriculture); Spring (device); Drainage basin; Period (music); Environmental science; Arctic; Watershed; Climatology; Geology; Geography; Oceanography","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":[0.0003979272,0.0002199882,0.0003604373,0.001911842,0.001777639,0.001574179,0.0009340518,0.0005960464,0.002235784],"category_scores_gemma":[0.00142602,0.0002800715,0.000391857,0.002740217,0.0007274554,0.0006204193,0.001143421,0.0005613324,0.0003036941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0162152,"about_ca_system_score_gemma":0.01253555,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.988796,"about_ca_topic_score_gemma":0.9961449,"domain_scores_codex":[0.9997041,0.00001579458,0.00002177317,0.0000685885,0.0000664121,0.0001233904],"domain_scores_gemma":[0.9984356,0.0001390804,0.0002562594,0.00004383308,0.0007521529,0.0003732195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000262559,0.0000278826,0.9892468,0.00004109048,0.000147391,0.0001642029,0.001992927,0.0004700093,0.001164267,0.0002439187,0.001628636,0.004610401],"study_design_scores_gemma":[0.000003031337,0.000003648434,0.9980908,0.00000907281,0.00001261593,0.00001466633,0.000761424,0.0001722633,0.00005076988,0.00000923979,0.0008661239,0.00000632424],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949566,0.0003794491,0.00004047658,0.0002369201,0.000008394251,0.00001171831,0.002745485,0.00001114527,0.001609877],"genre_scores_gemma":[0.9959148,0.000304974,0.00009320459,0.00005502392,0.000005101069,0.00001172854,0.001810088,0.000008712384,0.001796557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0162152,"threshold_uncertainty_score":0.11765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006577410094308365,"score_gpt":0.2066776415399035,"score_spread":0.2001002314455952,"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."}}