{"id":"W2240441740","doi":"","title":"Analysis of First-Year and Old Ice Characteristics","year":2011,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Port and Ocean Engineering Under Arctic Conditions","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Keel; Geology; Ridge; Rubble; Arctic; Submarine pipeline; Oceanography; Sea ice; Arctic ice pack; Subarctic climate; Climatology; Physical geography; Geography; Paleontology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008603776,0.00008512749,0.0001402974,0.0001456215,0.00005837819,0.00001979045,0.0001621484,0.00002948089,0.0004981534],"category_scores_gemma":[0.0000509508,0.00006693733,0.00005115513,0.0001498038,0.0001046021,0.0001109367,0.0000269211,0.0000928556,7.24356e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004521891,"about_ca_system_score_gemma":0.00001211015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001443195,"about_ca_topic_score_gemma":0.00002931422,"domain_scores_codex":[0.9994419,0.000001183433,0.0001847433,0.0001236466,0.0001600766,0.00008844043],"domain_scores_gemma":[0.9995799,0.00004827304,0.0001241173,0.00004894342,0.0001515927,0.0000471947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001275335,0.00001736035,0.9321684,0.00003417406,0.0002779177,2.870811e-7,0.0003793287,0.00009284973,0.00004459864,0.06688474,0.000007773851,0.00007984002],"study_design_scores_gemma":[0.0000866499,0.00004068478,0.9470407,0.00006587948,0.000219819,0.000006719405,0.0004732576,0.04906495,0.00005213094,0.002856283,0.00001714386,0.00007573621],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954805,0.000003696791,0.0001169911,0.0002867161,0.0001043505,0.00005166278,0.0001158988,0.00001090741,0.003829304],"genre_scores_gemma":[0.999404,0.00005775612,0.0003105602,0.00005149371,0.00001535319,4.16103e-7,0.00002912973,0.000002611092,0.0001286821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06402846,"threshold_uncertainty_score":0.5454431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01881642553596209,"score_gpt":0.2031121450403496,"score_spread":0.1842957195043874,"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."}}