{"id":"W6921995043","doi":"10.1021/acs.jpca.1c08357.s001","title":"Methods for Interpreting the Partitioning and Fate\\nof Petroleum Hydrocarbons in a Sea Ice Environment","year":2022,"lang":"en","type":"article","venue":"Figshare","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sea ice; Arctic; Petroleum; Thermokarst; Advection; Mesocosm; Brine; Arctic ice pack","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002255018,0.00005924148,0.00005153879,0.00001789346,0.0002762231,0.00002266251,0.00008639242,0.00001603245,0.04115098],"category_scores_gemma":[0.000146127,0.00005259392,0.00002782372,0.0000715499,0.00001191494,0.00008835472,0.0002265126,0.0001184066,0.00008731295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001412307,"about_ca_system_score_gemma":0.000003065369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004876663,"about_ca_topic_score_gemma":0.00003922613,"domain_scores_codex":[0.9993767,0.0001265564,0.0001007252,0.0001726219,0.00009249753,0.000130957],"domain_scores_gemma":[0.9996867,0.0001450066,0.00004947521,0.00008827907,5.601813e-7,0.00002994356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001877793,0.0003566954,0.02791862,0.0001528129,0.00006817339,0.00001769842,0.01331344,0.09439926,0.04375691,0.0001342566,0.146137,0.6735574],"study_design_scores_gemma":[0.0004239546,0.0001416847,0.02486318,0.00007968708,0.000008833719,0.00001651319,0.0009314572,0.185195,0.003993759,0.0005997338,0.7835312,0.0002150629],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7348814,0.00329683,0.01606813,0.0212489,0.001286892,0.009637393,0.09468695,0.0008964646,0.117997],"genre_scores_gemma":[0.9948312,0.000001887692,0.001309054,0.0006501943,0.00001395267,0.00135428,0.001541443,0.00001078272,0.000287223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6733423,"threshold_uncertainty_score":0.9597256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01939242969305549,"score_gpt":0.27491417126196,"score_spread":0.2555217415689045,"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."}}