{"id":"W2898974850","doi":"10.4043/29110-ms","title":"Ice Clearing to Support Near-Field Operations","year":2018,"lang":"en","type":"article","venue":"OTC Arctic Technology Conference","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; National Research Council Canada","funders":"","keywords":"Clearing; Marine engineering; Ice formation; Sea ice; Drift ice; Lead (geology); Arctic ice pack; Engineering; Environmental science; Underwater; Meteorology; Geology; Oceanography; Geography; Atmospheric sciences","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":[0.0005150666,0.0004036223,0.0004530838,0.000369143,0.0008459529,0.0006430372,0.0008047558,0.0003427308,0.007854774],"category_scores_gemma":[0.001228655,0.0001664538,0.0003081406,0.0003403904,0.000461566,0.0007462914,0.0005187861,0.0003218199,0.0009865678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007347475,"about_ca_system_score_gemma":0.0008912287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01278024,"about_ca_topic_score_gemma":0.02742615,"domain_scores_codex":[0.9994467,0.00005592534,0.00002135004,0.00006598936,0.000278629,0.0001314169],"domain_scores_gemma":[0.9988379,0.000203595,0.0001440617,0.0002333281,0.0003724872,0.0002086358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003528242,0.004058556,0.08212899,0.0006561136,0.0001040659,0.003254734,0.001518868,0.1454562,0.5409904,0.00159581,0.006417585,0.2102904],"study_design_scores_gemma":[0.0008135482,0.0184693,0.339837,0.0001730299,0.0001807275,0.001608738,0.006008484,0.2593162,0.3281466,0.001830772,0.04343687,0.0001787026],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904678,0.00002711498,0.002825998,0.00002319823,0.00001828908,0.000155717,0.00008284811,0.0002109782,0.006187967],"genre_scores_gemma":[0.9939098,0.00002623739,0.003392488,0.00001837692,0.000004558692,0.00003049276,0.0002475336,0.00002845612,0.00234202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01278024,"threshold_uncertainty_score":0.02627677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01553657217696176,"score_gpt":0.2394885583049981,"score_spread":0.2239519861280363,"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."}}