{"id":"W2619938457","doi":"10.14430/arctic4644","title":"Slush-Ice Berm Formation on the West Coast of Alaska","year":2017,"lang":"en","type":"article","venue":"ARCTIC","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"National Oceanic and Atmospheric Administration; National Science Foundation","keywords":"Berm; Slush; Geology; Shore; Swash; Cobble; Winter storm; Snow; Premelting; Geomorphology; Oceanography; Hydrology (agriculture); Geotechnical engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0002980062,0.0001493614,0.0001464642,0.0008023818,0.001314304,0.0005286434,0.0001759396,0.0001316865,0.0008901373],"category_scores_gemma":[0.0005747626,0.000103111,0.0001185067,0.0006645388,0.0006456077,0.0004912763,0.000635959,0.0001247423,0.0001025249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001227059,"about_ca_system_score_gemma":0.0006074283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1367405,"about_ca_topic_score_gemma":0.3881992,"domain_scores_codex":[0.9998919,0.00001732832,0.00001328122,0.00003456584,0.00002216539,0.0000208709],"domain_scores_gemma":[0.9997107,0.00005180607,0.00008506665,0.00002115022,0.00008188812,0.00004936534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001029686,0.00003223328,0.9598718,0.0001073763,0.00002177754,0.001188047,0.01717022,0.0009330882,0.004668686,0.0003751289,0.0002686272,0.01526],"study_design_scores_gemma":[0.000001388702,0.00003525117,0.9748136,0.0000290288,0.00001149947,0.0001005092,0.02234038,0.0004777249,0.0005557372,0.0001236081,0.001504842,0.000006464773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978817,0.00004842991,0.00004906452,0.00000839427,0.000001498292,0.000004533515,0.0000720131,0.000003113113,0.001931136],"genre_scores_gemma":[0.9990578,0.00008905543,0.000139668,0.000003839825,7.44867e-7,0.000003652732,0.000100625,0.000001185313,0.0006033103],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1367405,"threshold_uncertainty_score":0.2718891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01747688694374186,"score_gpt":0.2152379771278522,"score_spread":0.1977610901841103,"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."}}