{"id":"W2912805642","doi":"10.3354/meps12881","title":"Incorporation of oil into diatom aggregates","year":2019,"lang":"en","type":"article","venue":"Marine Ecology Progress Series","topic":"Marine and coastal ecosystems","field":"Earth and Planetary Sciences","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Gulf of Mexico Research Initiative","keywords":"Diatom; Marine snow; Environmental science; Oil spill; Oceanography; Chemistry; Geology; Water column; Environmental engineering","routes":{"ca_aff":true,"ca_fund":false,"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":[0.000217058,0.0003571379,0.0003634842,0.0001989912,0.0002194396,0.0007200323,0.0002731359,0.0002955074,0.0006184192],"category_scores_gemma":[0.0005018644,0.0001963574,0.0003329095,0.0002325092,0.0001820089,0.000342992,0.0003350641,0.0004683301,0.0002307336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005874304,"about_ca_system_score_gemma":0.0002495402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003276078,"about_ca_topic_score_gemma":0.004174875,"domain_scores_codex":[0.9996293,0.00003655785,0.00003213751,0.0001321399,0.0001086648,0.00006118674],"domain_scores_gemma":[0.9997064,0.00009482972,0.00007265336,0.0000336142,0.00004416376,0.00004815086],"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":[0.000136616,0.00002696308,0.001205122,0.00004905013,0.000009250157,0.00006545412,0.00004296321,0.0005917939,0.9956797,0.00004903316,0.00001951173,0.002124524],"study_design_scores_gemma":[0.00001135258,0.000690525,0.009828107,0.000008164957,0.00002912884,0.00004956647,0.00007492112,0.00534242,0.982751,0.00004943372,0.0011511,0.00001425147],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975086,0.0001871265,0.001193157,0.00001582767,0.00001080579,0.00002147861,0.0002813507,0.00003443331,0.0007471264],"genre_scores_gemma":[0.9955401,0.0002268029,0.002797986,0.00003031,0.000003762474,0.00002288185,0.0003306421,0.00001794825,0.001029491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003276078,"threshold_uncertainty_score":0.006514013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003835081277556342,"score_gpt":0.1811347039252101,"score_spread":0.1772996226476538,"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."}}