{"id":"W1574978622","doi":"10.1002/jgrc.20232","title":"Physical and biogeochemical properties in landfast sea ice (Barrow, Alaska): Insights on brine and gas dynamics across seasons","year":2013,"lang":"en","type":"article","venue":"Journal of Geophysical Research Oceans","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":97,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Fonds pour la Formation à la Recherche dans l’Industrie et dans l’Agriculture; Fonds De La Recherche Scientifique - FNRS; ArcticNet; National Science Foundation","keywords":"Biogeochemical cycle; Sea ice; Brine; Oceanography; Geology; Seawater; Environmental science; Chemistry; Environmental chemistry","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":[0.0001363141,0.0001593459,0.0001870963,0.0005470218,0.0004588431,0.0004431198,0.0001225615,0.000201124,0.0006106534],"category_scores_gemma":[0.0001545015,0.0001239557,0.0001473462,0.0004183514,0.0003037807,0.0003726809,0.0002845356,0.0001151583,0.0000812322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004255256,"about_ca_system_score_gemma":0.0002277858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05890837,"about_ca_topic_score_gemma":0.1058601,"domain_scores_codex":[0.9999664,0.000003811888,0.000003244417,0.00001189783,0.000007243192,0.000007381643],"domain_scores_gemma":[0.9999046,0.00001652271,0.00003542622,0.00000479836,0.00001575421,0.0000228955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001788159,0.00005030911,0.9668931,0.00003329881,0.00004634949,0.0001772973,0.0007292855,0.0006348067,0.02728217,0.00004135553,0.00005211248,0.003881186],"study_design_scores_gemma":[0.000001348434,0.00002527364,0.9988973,0.000002972851,0.000007933046,0.00001892911,0.000296574,0.0002606767,0.0003684428,0.000009325474,0.0001090147,0.00000223113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996734,0.00005966055,0.00001722065,0.000004371539,6.812856e-7,9.444508e-7,0.00007193114,9.850301e-7,0.0001708014],"genre_scores_gemma":[0.9995258,0.00007608139,0.00006184571,0.000006584455,0.000002053144,0.000002536709,0.0001706792,9.424581e-7,0.000153603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05890837,"threshold_uncertainty_score":0.117131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981313143142647,"score_gpt":0.270281201270399,"score_spread":0.2504680698389725,"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."}}