{"id":"W2131358042","doi":"10.7901/2169-3358-2001-1-591","title":"A Review of the Problems Posed By Spills of Heavy Fuel Oils","year":2001,"lang":"en","type":"review","venue":"International Oil Spill Conference Proceedings","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Treasure; Oil spill; Contingency plan; Fuel oil; Bunker; Environmental protection; Petroleum; Engineering; Geography; Environmental planning; Waste management; Archaeology; Management; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004658694,0.000402357,0.0009778147,0.00009433373,0.00005450856,0.00004471947,0.001212541,0.0002138327,0.002945883],"category_scores_gemma":[0.0003297387,0.0002789978,0.0005129114,0.000690867,0.0003355401,0.000245814,0.0003471111,0.0003692932,0.0001611563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002876127,"about_ca_system_score_gemma":0.00009572021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000239162,"about_ca_topic_score_gemma":0.00002043305,"domain_scores_codex":[0.9971111,0.00003509046,0.001197302,0.0005145777,0.0008887816,0.0002531178],"domain_scores_gemma":[0.9976764,0.0000421638,0.001667238,0.0002237831,0.0002911731,0.00009923092],"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":[0.000006103658,0.0001163104,0.0001114366,0.04491746,0.00009054031,4.418214e-7,0.0001168685,2.123203e-7,0.0006847126,0.000570941,0.009186843,0.9441981],"study_design_scores_gemma":[0.0001545258,0.00005941332,0.00002308747,0.07889886,0.0001691287,0.00003938944,0.00001220317,0.00001233306,0.0003983836,0.0003016221,0.9196653,0.0002657113],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000117775,0.9169094,0.00001470583,0.0004674253,0.0004728176,0.0005241951,0.0001199183,0.00003460802,0.08133916],"genre_scores_gemma":[0.0008863955,0.9951823,0.0001169619,0.0004251572,0.0000623666,0.0001447655,0.00004703772,0.00003391653,0.00310106],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9439324,"threshold_uncertainty_score":0.9999662,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02951498917158779,"score_gpt":0.2837053140750661,"score_spread":0.2541903249034783,"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."}}