{"id":"W2028520594","doi":"10.1139/l03-083","title":"Reply to the discussion by S. Beltaos on \"Ice jam release surges, ice runs, and breaking fronts: field measurements, physical descriptions, and research needs\"","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Surge; Meteorology; Geology; Engineering; History; Operations research; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01028832,0.001587439,0.002188361,0.001239061,0.005960306,0.004903774,0.006112862,0.04651697,0.00689328],"category_scores_gemma":[0.03587184,0.001307065,0.001770853,0.00164005,0.005986649,0.01080173,0.005478453,0.04745163,0.005248993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00504574,"about_ca_system_score_gemma":0.005892468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01475803,"about_ca_topic_score_gemma":0.01929528,"domain_scores_codex":[0.9943882,0.001518777,0.0007283286,0.001164923,0.001658541,0.0005413537],"domain_scores_gemma":[0.9785624,0.01214903,0.001499868,0.0006086198,0.005840833,0.001339245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003012753,0.00001248834,0.0002426169,0.00007736656,0.00001102846,0.0001599328,0.0004454497,0.00005422454,0.00007905183,0.00328585,0.9923441,0.00325774],"study_design_scores_gemma":[0.0000373337,0.00003671577,0.001754049,0.0003751614,0.00003138957,0.0003877958,0.001930659,0.0003285462,0.0003870991,0.008736752,0.985886,0.0001085487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001870263,0.001741735,0.000227464,0.9737598,0.02345254,0.000005985623,0.00005658285,0.00002196913,0.0005468539],"genre_scores_gemma":[0.002597846,0.001222004,0.0003176935,0.9703772,0.02254154,0.00003000995,0.00002472655,0.00004417075,0.002844787],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04651697,"threshold_uncertainty_score":0.05441046,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936432032860831,"score_gpt":0.2176242592922807,"score_spread":0.1982599389636724,"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."}}