{"id":"W1977349946","doi":"10.7901/2169-3358-2008-1-627","title":"EFFECTS OF CHEMICAL DISPERSANT ON OIL SEDIMENTATION DUE TO OIL-SPM FLOCCULATION: EXPERIMENTS WITH THE NIST STANDARD REFERENCE MATERIAL 1941?","year":2008,"lang":"en","type":"article","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"Coastal Response Research Center, University of New Hampshire","keywords":"Dispersant; Sedimentation; Flocculation; Sediment; Oil droplet; Asphaltene; Environmental chemistry; Oil sands; Petroleum; Particulates; Chemistry; Environmental science; Mineralogy; Chemical engineering; Materials science; Environmental engineering; Geology; Asphalt; Dispersion (optics); Organic chemistry; Composite material; Emulsion","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":[0.00103801,0.0003453879,0.0002391954,0.0003504712,0.0004648248,0.0002305307,0.0003301984,0.0004419589,0.0007077141],"category_scores_gemma":[0.001518878,0.0002057291,0.0003125961,0.0004143544,0.000258898,0.0002149179,0.0002979516,0.0003675231,0.0001631155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005113147,"about_ca_system_score_gemma":0.000522281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006272217,"about_ca_topic_score_gemma":0.008929785,"domain_scores_codex":[0.9990284,0.0002954994,0.0001282173,0.0001424418,0.000342396,0.00006291905],"domain_scores_gemma":[0.9988936,0.0003529905,0.0002387002,0.00008019723,0.0003720769,0.00006245755],"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":[0.0004037337,0.0001926526,0.001476219,0.00008349867,0.00001970891,0.00004323633,0.0001097734,0.0003740035,0.9942531,0.00004371878,0.00005692019,0.002943486],"study_design_scores_gemma":[0.00001544603,0.00141932,0.00255021,0.000004884747,0.00001717556,0.00002405605,0.00003254528,0.0008056552,0.9947819,0.000008306145,0.0003346422,0.000005892636],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978216,0.0002835156,0.001123548,0.00002827932,0.00001773093,0.00006082441,0.0001178235,0.00002148486,0.0005252889],"genre_scores_gemma":[0.9924856,0.0005298501,0.00554601,0.00004001191,0.00001126116,0.00005356687,0.0001840005,0.00001823538,0.001131481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006272217,"threshold_uncertainty_score":0.01247144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01277449989783563,"score_gpt":0.2407750710303818,"score_spread":0.2280005711325462,"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."}}