{"id":"W4296472385","doi":"10.1098/rsta.2021.0253","title":"Marginal ice zone dynamics: history, definitions and research perspectives","year":2022,"lang":"en","type":"review","venue":"Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Rimouski","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dynamics (music); Geology; Earth science; Sociology","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":[0.001400034,0.0008882605,0.001402198,0.004300103,0.0005522636,0.002526453,0.001196398,0.001293943,0.002648897],"category_scores_gemma":[0.002440434,0.0003886492,0.0005857305,0.005772765,0.00236614,0.004175231,0.001269722,0.002413762,0.0009993645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516132,"about_ca_system_score_gemma":0.002971703,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003563723,"about_ca_topic_score_gemma":0.003523832,"domain_scores_codex":[0.9995537,0.0001164124,0.00007098002,0.0001083898,0.0001107924,0.00003955504],"domain_scores_gemma":[0.9986764,0.0008806376,0.0001473307,0.00003322724,0.0001959394,0.00006640505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009448769,0.00006147083,0.001027472,0.02908685,0.0001066824,0.0003006425,0.001206816,0.001099141,0.0006706942,0.07581104,0.02820257,0.8623321],"study_design_scores_gemma":[0.000006190378,0.00004795057,0.001962921,0.01410524,0.00008378854,0.001001098,0.0006460277,0.0001871916,0.0002164688,0.01754961,0.9641566,0.00003697042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001118505,0.9985158,0.0001240608,0.0003521299,0.0001476862,0.000001503567,0.00001044993,0.000002498228,0.0007340399],"genre_scores_gemma":[0.001840285,0.9973227,0.0001326378,0.0002361614,0.0002597921,0.000005079628,0.00002158744,0.000002281899,0.0001794013],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004300103,"threshold_uncertainty_score":0.01100039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0856069146725138,"score_gpt":0.2827176009774336,"score_spread":0.1971106863049198,"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."}}