{"id":"W4413417103","doi":"10.3390/jmse13081562","title":"Arctic Wave Climate Including Marginal Ice Zone and Future Climate Scenario","year":2025,"lang":"en","type":"article","venue":"Journal of Marine Science and Engineering","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Bedford Institute of Oceanography; Fisheries and Oceans Canada","funders":"Fisheries and Oceans Canada","keywords":"Environmental science; Arctic; Climatology; Climate change; The arctic; Arctic ice pack; Sea ice; Atmospheric sciences; Oceanography; Geology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007168138,0.0001682334,0.0002408722,0.0004362148,0.0003220724,0.0007765857,0.000255518,0.0002510254,0.0006983116],"category_scores_gemma":[0.001378213,0.00009634355,0.0003964376,0.0006719208,0.0001907564,0.0005654931,0.0004161183,0.0002963883,0.0001024525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007065982,"about_ca_system_score_gemma":0.0007642534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0342307,"about_ca_topic_score_gemma":0.0367703,"domain_scores_codex":[0.9997851,0.00007131845,0.00001417087,0.00003838048,0.00004495318,0.00004612713],"domain_scores_gemma":[0.9996752,0.00006566403,0.0000761162,0.00003354443,0.0001017669,0.00004771992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005506813,0.00009952,0.5994734,0.00008273513,0.0002443819,0.0005799524,0.0004442962,0.3660673,0.002273096,0.008805022,0.002823299,0.01855629],"study_design_scores_gemma":[0.00007178033,0.000189401,0.4648182,0.0000423085,0.0001367678,0.000268187,0.001078871,0.5201241,0.001162905,0.003380426,0.008671413,0.00005559411],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939611,0.0001030838,0.001523598,0.0001431519,0.00002148423,0.000006801111,0.001149954,0.00004229469,0.003048642],"genre_scores_gemma":[0.9983912,0.00006349028,0.0006074042,0.00001660336,0.000006761855,0.00001039561,0.0007368797,0.000008651745,0.0001585524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0342307,"threshold_uncertainty_score":0.0680629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007006673262195055,"score_gpt":0.2015218124366201,"score_spread":0.1945151391744251,"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."}}