{"id":"W2899193451","doi":"10.4043/29109-ms","title":"Development of a New Operational Iceberg Drift Forecast Model for the Grand Banks of Newfoundland","year":2018,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Iceberg; Freeboard; Geology; Drifter; Submarine pipeline; Geodesy; Meteorology; Sea ice; Climatology; Oceanography; Geography; Engineering; Lagrangian","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002000205,0.0001275091,0.0002023228,0.00009135858,0.0002557609,0.00001382994,0.0004071809,0.0001272959,0.0004663759],"category_scores_gemma":[0.0001097313,0.00008672575,0.00004161906,0.0001857482,0.0006624618,0.00009099159,0.00003694603,0.0001229569,0.0000124262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006518237,"about_ca_system_score_gemma":0.0006042421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004450151,"about_ca_topic_score_gemma":0.009165658,"domain_scores_codex":[0.9990563,0.000008259665,0.0003230919,0.0002084611,0.0001647533,0.0002390873],"domain_scores_gemma":[0.9991779,0.0001610785,0.0001557703,0.000233939,0.0002232616,0.00004800329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003779579,0.00008375348,0.3390932,0.0001375533,0.0002820004,0.000001371461,0.01215143,0.001633613,0.0005639674,0.06350282,0.0003919079,0.5817804],"study_design_scores_gemma":[0.001353739,0.0003987277,0.05479678,0.0001186332,0.000104686,0.00004013869,0.001060501,0.8961689,0.0007867126,0.0345482,0.01028974,0.000333266],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4287858,0.00007278669,0.5665857,0.002609551,0.0001815266,0.0004035408,0.00004752201,0.00003554662,0.00127811],"genre_scores_gemma":[0.9120309,0.00001972225,0.08711728,0.0001069026,0.00003831695,0.000004960381,0.00002551758,0.000003556518,0.0006528134],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8945352,"threshold_uncertainty_score":0.5114652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03154495348786639,"score_gpt":0.2402472146560155,"score_spread":0.2087022611681491,"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."}}