{"id":"W2023836244","doi":"10.1029/2002eo000059","title":"New U.S. icebreaker to advance Arctic Marine Science","year":2002,"lang":"en","type":"article","venue":"Eos","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Coast guard; Arctic; Research vessel; Oceanography; Marine engineering; Engineering; Hull; Naval architecture; Open water; The arctic; Aeronautics; Meteorology; Geology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.001410858,0.0005708761,0.0002332931,0.0009684492,0.002135862,0.001785073,0.0004186506,0.001297078,0.06199822],"category_scores_gemma":[0.001236419,0.0002184707,0.0002120208,0.0004460691,0.0003330259,0.0014871,0.002149573,0.002137987,0.01579417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075075,"about_ca_system_score_gemma":0.004406079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009025289,"about_ca_topic_score_gemma":0.04425891,"domain_scores_codex":[0.9996413,0.00004452006,0.00001769452,0.00005317871,0.000151503,0.00009191875],"domain_scores_gemma":[0.9982964,0.00005942402,0.00004892013,0.00008723685,0.0004604841,0.001047509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005926409,0.0001095335,0.0008100909,0.00007403654,0.000002927476,0.0002027954,0.0001647915,0.00008224623,0.001119617,0.007248451,0.9045863,0.08554012],"study_design_scores_gemma":[0.000008658621,0.00003338223,0.001179661,0.00003546607,0.000001369997,0.0000521292,0.00005318687,0.00005496451,0.0001095539,0.0003600385,0.9981095,0.000002205107],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01198303,0.012911,0.005082652,0.07833155,0.06501838,0.0004367665,0.003061134,0.001241467,0.821934],"genre_scores_gemma":[0.03330322,0.00962472,0.01263205,0.01028447,0.006721919,0.0001441891,0.00260553,0.0002104897,0.9244734],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06199822,"threshold_uncertainty_score":0.2074047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0084984901118313,"score_gpt":0.200811349076154,"score_spread":0.1923128589643227,"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."}}