{"id":"W6902119709","doi":"10.6084/m9.figshare.15102751.v1","title":"Additional file 1 of Dispersants as marine oil spill treating agents: a review on mesoscale tests and field trials","year":2021,"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":"Fisheries and Oceans Canada; Memorial University of Newfoundland","funders":"","keywords":"Oil spill; Field trial; Mesoscale meteorology; Table (database); Field (mathematics); Dispersant; Oil field","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004306745,0.001085197,0.001406115,0.003458115,0.0004377039,0.001097454,0.002014793,0.001312627,0.8393377],"category_scores_gemma":[0.03855991,0.00055719,0.001455435,0.004943548,0.0002750716,0.002385031,0.001016066,0.0007901532,0.09606546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001497552,"about_ca_system_score_gemma":0.002669117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006372242,"about_ca_topic_score_gemma":0.01109486,"domain_scores_codex":[0.9985777,0.0003761112,0.0003633751,0.0001904446,0.0003959807,0.0000963572],"domain_scores_gemma":[0.9519886,0.03839221,0.003164357,0.00109649,0.004960463,0.0003979226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007841775,0.0001254007,0.0007363473,0.04673799,0.0001329852,0.00005098406,0.0000640885,0.0003940214,0.0001256569,0.0009198752,0.9166575,0.03327095],"study_design_scores_gemma":[0.004954134,0.0003733163,0.01188039,0.02310376,0.0006173244,0.0002762555,0.0002535271,0.0006903178,0.0005373693,0.004573299,0.95265,0.00009036744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0002004379,0.00058362,0.0004747162,0.0004249223,0.00005534133,0.0007022455,0.9948891,0.0002919688,0.002377444],"genre_scores_gemma":[0.01518006,0.006515499,0.01397938,0.003395174,0.0004024447,0.01449056,0.9030982,0.001072916,0.0418658],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8393377,"threshold_uncertainty_score":0.2291652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03934152232760357,"score_gpt":0.2860543861261661,"score_spread":0.2467128637985625,"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."}}