{"id":"W2069913996","doi":"10.3189/172756400781819824","title":"Operational ice-model verification at the Canadian Ice Service","year":2000,"lang":"en","type":"article","venue":"Annals of Glaciology","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Sea ice; Geology; Climatology; Arctic ice pack; Cryosphere; Antarctic sea ice; Meteorology; Geography","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":[0.00260926,0.0007020352,0.0004054309,0.0007214693,0.001786773,0.001392758,0.002114317,0.0003637511,0.0076545],"category_scores_gemma":[0.004323276,0.000246234,0.0005251679,0.0008305534,0.0005968482,0.001043636,0.0005961944,0.0005991312,0.001427889],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0167391,"about_ca_system_score_gemma":0.02189962,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.957122,"about_ca_topic_score_gemma":0.9365621,"domain_scores_codex":[0.998948,0.000148568,0.00004641567,0.0001567083,0.0004929553,0.0002072021],"domain_scores_gemma":[0.9968904,0.0002254902,0.00008604547,0.0002827599,0.002338263,0.0001771237],"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":[0.0007491033,0.0002859234,0.05123041,0.0001355117,0.000126757,0.0001456575,0.0002165099,0.8366362,0.00521931,0.01295595,0.04403854,0.04826017],"study_design_scores_gemma":[0.0001760846,0.00008498239,0.01826555,0.00003271764,0.00004219647,0.00001834413,0.0001469517,0.9536731,0.007605573,0.001283727,0.01862,0.00005073834],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7817036,0.0004124117,0.02720651,0.001386892,0.000363359,0.0005451851,0.06507707,0.006701358,0.1166037],"genre_scores_gemma":[0.9549971,0.0001119153,0.01191026,0.0001049308,0.00001571003,0.0001204551,0.02608241,0.0003116621,0.006345528],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9832609,"threshold_uncertainty_score":0.1214513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04210874317002888,"score_gpt":0.2648849575910799,"score_spread":0.2227762144210511,"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."}}