{"id":"W1533184062","doi":"10.1016/s0422-9894(06)74013-2","title":"Chapter 13 Polynyas and Climate Change: A View to the Future","year":2007,"lang":"en","type":"book-chapter","venue":"Elsevier oceanography series","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Arctic; Climate change; Lead (geology); Sea ice; Climatology; Oceanography; Environmental science; Geology; Paleontology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001832895,0.0006629744,0.0003614202,0.0007926966,0.001232014,0.002783715,0.0005140839,0.001001145,0.05539087],"category_scores_gemma":[0.0004011922,0.0001862782,0.0003657084,0.001889624,0.0009462378,0.002209129,0.001035668,0.001983883,0.006490274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002732762,"about_ca_system_score_gemma":0.003322134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01857078,"about_ca_topic_score_gemma":0.03759838,"domain_scores_codex":[0.9999089,0.00001860582,0.000004473824,0.0000187907,0.00003273202,0.00001632098],"domain_scores_gemma":[0.9999119,0.00002307743,0.000006363367,0.000005440541,0.00003053458,0.00002274189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002261453,0.00003486314,0.0003909933,0.0005351737,0.00001240653,0.00009689463,0.0006384321,0.0006650303,0.0003347151,0.1617233,0.6010637,0.2344819],"study_design_scores_gemma":[0.000001388458,0.000003561599,0.0003042095,0.0002235333,0.000003084975,0.00004634973,0.0001443569,0.00005702457,0.00003409707,0.01534981,0.9838298,0.000002789254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001309404,0.2747175,0.001529892,0.02350111,0.01169026,0.00003457651,0.0003060213,0.0001079138,0.6868032],"genre_scores_gemma":[0.01302487,0.2687016,0.001992829,0.004905269,0.004083681,0.00005281431,0.0003152036,0.0001212467,0.7068025],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05539087,"threshold_uncertainty_score":0.1853009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01536034874509316,"score_gpt":0.2144351733780058,"score_spread":0.1990748246329127,"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."}}