{"id":"W3042654652","doi":"10.5194/tc-14-4265-2020","title":"Experimental evidence for a universal threshold characterizing wave-induced sea ice break-up","year":2020,"lang":"en","type":"article","venue":"˜The œcryosphere","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Alberta Agricultural Research Institute; Universitetet i Oslo; University of Melbourne; Science Foundation Ireland; Norges Forskningsråd; National Aeronautics and Space Administration","keywords":"Sea ice; Sea ice concentration; Parametrization (atmospheric modeling); Sea ice thickness; Drift ice; Lead (geology); Arctic ice pack","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":[0.0003751817,0.0001987172,0.0001668485,0.0002362139,0.0001864311,0.0004882216,0.0002801648,0.000250703,0.003542936],"category_scores_gemma":[0.001122106,0.0001339395,0.0001408754,0.0001235333,0.0003823442,0.000439092,0.0003279049,0.0004890943,0.0003794905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003372967,"about_ca_system_score_gemma":0.0001347953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006306542,"about_ca_topic_score_gemma":0.0006021667,"domain_scores_codex":[0.9998289,0.00001828506,0.00001770622,0.0000613814,0.0000385311,0.00003511564],"domain_scores_gemma":[0.9985404,0.0005020552,0.0004020743,0.0002226677,0.0001683329,0.0001645187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003353522,0.0002266047,0.01490539,0.000147744,0.00003138559,0.0000712793,0.00007046857,0.001112195,0.9745572,0.0009752017,0.0002666376,0.007300578],"study_design_scores_gemma":[0.00003449984,0.00123191,0.1511763,0.00003765184,0.00004792945,0.0002048303,0.0001970864,0.01240632,0.8302472,0.002071925,0.002314613,0.00002971475],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830814,0.000690666,0.01187042,0.00006960885,0.00003438745,0.0000560905,0.0009106211,0.0001336507,0.003153243],"genre_scores_gemma":[0.99804,0.0001383263,0.00109149,0.00001985554,0.000003589407,0.00002842531,0.0003980348,0.00001428761,0.00026587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003542936,"threshold_uncertainty_score":0.01185226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06090590644079657,"score_gpt":0.2558861552316642,"score_spread":0.1949802487908677,"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."}}