{"id":"W4328015241","doi":"10.4095/329837","title":"Oil spills project","year":2021,"lang":"en","type":"report","venue":"","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Oil spill; Petroleum engineering; Environmental science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00125427,0.001560397,0.0005059854,0.002014864,0.001158628,0.002790623,0.0008265301,0.001019511,0.09802957],"category_scores_gemma":[0.001167223,0.0003405928,0.0004687886,0.001611172,0.0002796009,0.001215886,0.001859507,0.001106993,0.05875049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002251654,"about_ca_system_score_gemma":0.0122936,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06488577,"about_ca_topic_score_gemma":0.06818035,"domain_scores_codex":[0.9988971,0.00009826782,0.00002587286,0.0001206164,0.0006772176,0.0001810225],"domain_scores_gemma":[0.9989007,0.00005014287,0.00005704376,0.00008543576,0.0006886395,0.0002180418],"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":[0.0003089375,0.0001448359,0.0008641114,0.0001076816,0.00001597702,0.00006195449,0.0000300754,0.0005098031,0.0007434146,0.009402899,0.90575,0.08206034],"study_design_scores_gemma":[0.00002559556,0.00002269514,0.00136409,0.0000336251,0.00000851854,0.00002912625,0.00005100027,0.0003357145,0.0007957391,0.00110788,0.996221,0.000005084635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004501192,0.002065388,0.003970838,0.00625236,0.002235748,0.0003079232,0.08730654,0.002314944,0.891045],"genre_scores_gemma":[0.01044269,0.002349055,0.005611077,0.0008363492,0.0001539179,0.0001956676,0.06996636,0.0004922705,0.9099527],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09802957,"threshold_uncertainty_score":0.3279416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0328095233273477,"score_gpt":0.2902169753585685,"score_spread":0.2574074520312208,"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."}}