{"id":"W4392302951","doi":"10.1016/j.coldregions.2024.104160","title":"The influence of sea-ice conditions on crude oil spill behaviour","year":2024,"lang":"en","type":"article","venue":"Cold Regions Science and Technology","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Genome Alberta; Genome Prairie; Research Manitoba","keywords":"Sea ice; Environmental science; Salinity; Seawater; Sea ice growth processes; Mesocosm; Arctic ice pack; Geology; Oceanography; Sea ice thickness; Chemistry; Nutrient","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0002693802,0.00006611495,0.00005653355,0.0001763753,0.0006377671,0.00005058653,0.0002887345,0.00006682407,0.00002481993],"category_scores_gemma":[0.0001520625,0.00004666961,0.00001691311,0.001794083,0.003776523,0.0001634441,0.0001267364,0.0001447266,0.0001062748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008177053,"about_ca_system_score_gemma":0.0000518605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007026765,"about_ca_topic_score_gemma":0.0001558416,"domain_scores_codex":[0.999178,0.000009900511,0.0001146003,0.0002648042,0.0002439115,0.0001888191],"domain_scores_gemma":[0.9995672,0.00005530172,0.00003530099,0.0002520303,0.00003948396,0.00005072219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000004429195,0.00005948888,0.01319579,0.00001372493,0.000006567501,0.00002114872,0.0001661715,0.0002448196,0.5787334,0.3404664,0.003945569,0.06314259],"study_design_scores_gemma":[0.0004618506,0.0009303272,0.2379481,0.0003140596,0.00006619898,0.0003455411,0.001478698,0.002083262,0.404067,0.0369753,0.3147174,0.0006121607],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888493,0.00009799501,0.00001196933,0.006049663,0.0001278623,0.00006762081,0.000006484911,0.000121248,0.004667814],"genre_scores_gemma":[0.9986101,0.0002324031,0.00005213856,0.0001359153,0.000005856235,0.00003651394,3.956746e-7,0.000003717063,0.0009229177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3107719,"threshold_uncertainty_score":0.9989346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006534582272200957,"score_gpt":0.2399437158689454,"score_spread":0.2334091335967444,"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."}}