{"id":"W2291385939","doi":"","title":"Empirical Weathering Properties of Oil in Ice and Snow","year":2009,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Port and Ocean Engineering Under Arctic Conditions","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snow; Weathering; Environmental science; Petroleum; Hydrology (agriculture); Geology; Geotechnical engineering; Geomorphology","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":[0.00007019747,0.00006314758,0.00006862305,0.0000525139,0.00002888789,0.00001727731,0.00008776197,0.00002311896,0.00006430603],"category_scores_gemma":[0.00005154545,0.00005028601,0.00001934995,0.00007813888,0.00006953614,0.0001294686,0.00003879944,0.00008120903,7.016617e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003696901,"about_ca_system_score_gemma":0.000005812533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002195097,"about_ca_topic_score_gemma":0.000007221238,"domain_scores_codex":[0.9995497,0.000001194638,0.0001363686,0.0001060365,0.0001421397,0.00006454423],"domain_scores_gemma":[0.9998538,0.000009385702,0.00005356815,0.00002820499,0.00002849235,0.00002652446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00005584094,0.0002515178,0.158959,0.0001232685,0.00005108813,0.000001038387,0.002351537,0.003517556,0.7688987,0.0610566,0.0001852281,0.00454862],"study_design_scores_gemma":[0.0004834871,0.0001140336,0.9051804,0.0006442757,0.00001886018,0.0000426463,0.0008032973,0.02087586,0.06345838,0.008014238,0.0001705969,0.0001939068],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99222,0.000007015442,0.00001854521,0.001824317,0.0000444139,0.00003605355,0.00000194676,0.00001159348,0.005836058],"genre_scores_gemma":[0.9995052,0.00003188688,0.00007770573,0.00009958327,0.000008499388,0.000002138038,6.929194e-7,0.000003268958,0.0002710331],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7462214,"threshold_uncertainty_score":0.2050604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0215324246925907,"score_gpt":0.2339079505852649,"score_spread":0.2123755258926742,"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."}}