{"id":"W1836625471","doi":"10.3137/oc317.2010","title":"The International polar year (IPY) circumpolar flaw lead (CFL) system study: Overview and the physical system","year":2010,"lang":"en","type":"article","venue":"ATMOSPHERE-OCEAN","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":114,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; University of Manitoba","funders":"","keywords":"Sea ice; Circumpolar star; Arctic; Arctic ice pack; Climatology; Oceanography; Lead (geology); Environmental science; Extratropical cyclone; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.002701875,0.0005382587,0.0003990365,0.005466168,0.001908664,0.001930019,0.0009914006,0.0005177312,0.002297313],"category_scores_gemma":[0.001722083,0.0003387859,0.000440784,0.01059104,0.001261505,0.0008401437,0.002398411,0.0005657123,0.0002431116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01015203,"about_ca_system_score_gemma":0.01878003,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6699409,"about_ca_topic_score_gemma":0.7274829,"domain_scores_codex":[0.9988222,0.0003097701,0.00007071329,0.0001846401,0.0003667683,0.0002459764],"domain_scores_gemma":[0.9979603,0.0001764091,0.0004038795,0.0001268936,0.0008025824,0.0005299684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002784125,0.0001679401,0.8921218,0.0009340473,0.0001266097,0.0003508445,0.003141312,0.002128299,0.001357848,0.003847168,0.0262713,0.06927434],"study_design_scores_gemma":[0.00002656042,0.0001431664,0.9398995,0.0002307989,0.00003096617,0.00008593719,0.003764956,0.0008595473,0.0003322728,0.0004347679,0.05416357,0.00002794605],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7571227,0.03779479,0.009734268,0.007796547,0.0007790434,0.004405349,0.1157513,0.0002198354,0.0663963],"genre_scores_gemma":[0.9058874,0.01426347,0.02515403,0.00136466,0.0004214003,0.002917664,0.03971665,0.0001115117,0.01016331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6699409,"threshold_uncertainty_score":0.6640058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007542689514094319,"score_gpt":0.2071103830640449,"score_spread":0.1995676935499506,"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."}}