{"id":"W4402782544","doi":"10.1007/s10236-024-01634-7","title":"A new high-resolution Coastal Ice-Ocean Prediction System for the East Coast of Canada","year":2024,"lang":"en","type":"article","venue":"Ocean Dynamics","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bedford Institute of Oceanography; Fisheries and Oceans Canada; Canadian Hydrographic Service","funders":"","keywords":"Geology; Oceanography; East coast; Climatology; Sea ice; High resolution; Remote sensing","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":[0.000407832,0.0008733502,0.000403334,0.0007873106,0.001456867,0.00133328,0.001502235,0.000398141,0.00495067],"category_scores_gemma":[0.0008655833,0.0003027799,0.0004103137,0.001461631,0.0002657257,0.0006312754,0.0007901972,0.0008147136,0.001092402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007611361,"about_ca_system_score_gemma":0.01732364,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.966662,"about_ca_topic_score_gemma":0.9548712,"domain_scores_codex":[0.9997491,0.00001060306,0.00001023767,0.00005205911,0.0001328626,0.00004509347],"domain_scores_gemma":[0.9993263,0.00001753256,0.00001939652,0.0000249526,0.0005315224,0.0000802361],"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":[0.0007065947,0.000303678,0.1062121,0.0002185121,0.000256069,0.0004768644,0.0004774441,0.547041,0.01680949,0.004357694,0.08575453,0.2373861],"study_design_scores_gemma":[0.00007238094,0.00001450379,0.01063138,0.00001697497,0.00002651105,0.00001155686,0.00007445824,0.976386,0.00167474,0.0002800209,0.01077581,0.00003566942],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6145951,0.001158568,0.182607,0.001414462,0.0005893987,0.0008795265,0.1042412,0.03488801,0.05962672],"genre_scores_gemma":[0.8401455,0.0004354173,0.09390628,0.0001612563,0.00004391449,0.000212491,0.05170177,0.0004328913,0.01296039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03333795,"threshold_uncertainty_score":0.06706852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005573362734358543,"score_gpt":0.170524524222774,"score_spread":0.1649511614884155,"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."}}