{"id":"W7133286138","doi":"","title":"State of Knowledge on Chemical Dispersants for Canadian Marine Oil Spills","year":2022,"lang":"en","type":"other","venue":"Federal Open Science Repository of Canada / Le Dépôt fédéral de science ouverte du Canada","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dispersant; Oil spill; Bioavailability; Oil droplet; Petroleum; Crude oil","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006163539,0.001365875,0.002111774,0.0103696,0.00245137,0.006119184,0.002950077,0.002428339,0.01096503],"category_scores_gemma":[0.01754869,0.0008837432,0.002470413,0.01569595,0.002771396,0.004272389,0.001766897,0.00213027,0.001717661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02226834,"about_ca_system_score_gemma":0.09700851,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8403391,"about_ca_topic_score_gemma":0.8579881,"domain_scores_codex":[0.9958807,0.0003595027,0.0006843872,0.0005661583,0.002174286,0.0003349259],"domain_scores_gemma":[0.9743152,0.009256918,0.003364472,0.0006119795,0.01143907,0.001012511],"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":[0.0002745757,0.0001359281,0.007482601,0.09523465,0.0004184666,0.0005431531,0.001468169,0.002306349,0.002082103,0.009856478,0.03831243,0.8418851],"study_design_scores_gemma":[0.00001834684,0.0001239553,0.01893443,0.04460345,0.001440965,0.0004795937,0.002224543,0.0005907549,0.002173496,0.002966615,0.9263003,0.0001434334],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003343089,0.970955,0.001296257,0.004745014,0.0003779611,0.00005576149,0.003453133,0.00005211967,0.01572168],"genre_scores_gemma":[0.02666006,0.9663895,0.001767092,0.001605293,0.0001781729,0.00003325048,0.001964566,0.00002106637,0.001381022],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1596609,"threshold_uncertainty_score":0.3212024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009317330799549748,"score_gpt":0.2388047518964735,"score_spread":0.2294874210969238,"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."}}