{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001713171,0.0001200133,0.0002504486,0.00008063656,0.00006156618,0.00002894681,0.0001766648,0.00008552297,0.004282071],"category_scores_gemma":[0.0000209614,0.00009994603,0.00004053134,0.0001660518,0.0001328095,0.0003236143,0.00009217415,0.00008193223,0.0003321911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003373075,"about_ca_system_score_gemma":0.00005461619,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00177233,"about_ca_topic_score_gemma":0.02288319,"domain_scores_codex":[0.99915,0.00006419518,0.0002639048,0.0002041141,0.0001186864,0.0001991036],"domain_scores_gemma":[0.9994369,0.00005457318,0.0001987561,0.0001919193,0.00006635058,0.00005156087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007851129,0.00001727003,0.8700196,0.0001360749,0.00001889864,0.000006977681,0.00006438348,0.00004732282,0.000004587141,0.0003604404,0.00006624497,0.1291797],"study_design_scores_gemma":[0.0002804741,0.000632634,0.9814558,0.00001204745,0.00001033798,0.00002893263,0.0001378848,0.001006015,0.0003156345,0.00285374,0.01311267,0.0001538051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783443,0.0001947265,2.074403e-7,0.0003708806,0.0005167547,0.000119194,0.00001046173,0.00004787148,0.02039564],"genre_scores_gemma":[0.9945602,0.00006149401,0.0005914274,0.00004154869,0.00006346248,0.000006831644,0.0002220704,0.000003795124,0.004449179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1290258,"threshold_uncertainty_score":0.9966282,"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."}}