{"id":"W4312217226","doi":"10.25283/2223-4594-2022-4-500-512","title":"Compression of the ice cover in the Pechora Sea: a natural phenomenon and its impact on marine operations","year":2022,"lang":"en","type":"article","venue":"Arctic Ecology and Economy","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fisheries Society of the British Isles; Alberta Agricultural Research Institute","keywords":"Sea ice; Arctic ice pack; Oceanography; Geology; The arctic; Transit (satellite); Lead (geology); Drift ice; Arctic; Environmental science; Marine engineering; Engineering; Geomorphology; Waste management","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001392487,0.0001020929,0.00009085107,0.0006628777,0.00039201,0.000868405,0.0001247729,0.0002078613,0.001087599],"category_scores_gemma":[0.000488954,0.00005553138,0.0001081974,0.0009163072,0.0006185949,0.0003183994,0.0004892069,0.0001730207,0.00008393735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006512669,"about_ca_system_score_gemma":0.0004920048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006556275,"about_ca_topic_score_gemma":0.00828767,"domain_scores_codex":[0.9998637,0.00002525559,0.000008756095,0.00001951575,0.00003157849,0.00005113265],"domain_scores_gemma":[0.999675,0.00007135543,0.000165029,0.00001537304,0.00003252943,0.00004061458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001597523,0.0001229512,0.9510491,0.00008952137,0.00004556842,0.004671921,0.003045932,0.003424142,0.00359472,0.004811059,0.0008096225,0.0281757],"study_design_scores_gemma":[0.000001525861,0.00007657189,0.9902557,0.00002153526,0.000008109418,0.0004143462,0.004717498,0.0009179019,0.0002915081,0.0004768241,0.002812272,0.000006300515],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954016,0.0001269545,0.00005770696,0.00007053648,0.000002635345,0.000003389498,0.00005099503,9.464857e-7,0.004285159],"genre_scores_gemma":[0.9994777,0.0002052605,0.00002654288,0.000006108316,0.000004825988,0.000001507721,0.00003727338,5.43149e-7,0.0002401757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006556275,"threshold_uncertainty_score":0.01303625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01541089290111229,"score_gpt":0.3013937727127917,"score_spread":0.2859828798116794,"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."}}