{"id":"W7132264100","doi":"","title":"Performance evaluation of CCGS icebreaker Henry Larsen with air bubbler system in ice","year":2023,"lang":"en","type":"article","venue":"NPARC","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snow; Heading (navigation); Measure (data warehouse); Ice formation; Air temperature","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0004952795,0.0003913204,0.0006374071,0.0004070866,0.0003666645,0.0004568179,0.0004634338,0.0003213747,0.001797786],"category_scores_gemma":[0.0004855032,0.0001175808,0.0002080459,0.0002258434,0.0002138745,0.000400998,0.0003619363,0.0001707303,0.0006418628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004249375,"about_ca_system_score_gemma":0.0003114966,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01084713,"about_ca_topic_score_gemma":0.01456504,"domain_scores_codex":[0.9996992,0.00003486111,0.00001298646,0.00006790414,0.0001280962,0.00005696879],"domain_scores_gemma":[0.9997469,0.00003459859,0.00002403656,0.00002290232,0.0001221833,0.00004946076],"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":[0.008024558,0.001083387,0.1198244,0.0009181387,0.0002599026,0.001482098,0.002243138,0.05306528,0.5802078,0.0006315914,0.006172733,0.226087],"study_design_scores_gemma":[0.0004828818,0.01877137,0.3653909,0.0001018072,0.0003683506,0.0009017294,0.002919254,0.1951444,0.3936315,0.0001916052,0.02188829,0.0002079193],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961787,0.00009351781,0.001627069,0.00003117675,0.00002060628,0.00004960478,0.0001781412,0.0002993503,0.001521746],"genre_scores_gemma":[0.9955996,0.00007610236,0.001652257,0.00002832735,0.000005795211,0.000019324,0.0003961666,0.00001691969,0.002205502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9891528,"threshold_uncertainty_score":0.02156794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167795604577853,"score_gpt":0.2176789506111034,"score_spread":0.2008993901533181,"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."}}