{"id":"W3109275185","doi":"10.4095/326956","title":"Project MOSS: Marine Oil Spill Studies","year":2020,"lang":"en","type":"report","venue":"","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Moss; Oil spill; Environmental science; Oceanography; Geology; Ecology; Biology; Environmental protection","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002430809,0.0002399786,0.0003068401,0.00004062206,0.00009668068,0.00002773468,0.0001417783,0.0001457902,0.006288333],"category_scores_gemma":[0.0002761751,0.0001880435,0.0001190914,0.0002715432,0.0001296786,0.00007457042,0.0004871473,0.0002426392,0.002171659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006175929,"about_ca_system_score_gemma":0.0000856824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002706566,"about_ca_topic_score_gemma":0.00221769,"domain_scores_codex":[0.9982285,0.00002948009,0.0003038616,0.0004816001,0.0007579846,0.0001985577],"domain_scores_gemma":[0.9994864,0.0000193011,0.0001616776,0.0002213412,0.00003726337,0.00007403814],"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":[0.00001003646,0.0000339851,0.004522577,0.000276963,0.0001251806,0.00003049199,0.0002412179,0.00001698916,0.0003802932,0.00001422636,0.5407895,0.4535586],"study_design_scores_gemma":[0.0001206136,0.00008655593,0.003995456,0.0000318957,0.00004689893,0.00003094659,0.0001857727,0.0000380369,0.0006613588,0.0000920564,0.9944247,0.0002857131],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002277598,0.0001694818,0.00001138153,0.0004786693,0.001048608,0.0001393551,0.000008611441,0.0002179385,0.9956484],"genre_scores_gemma":[0.03500563,0.02980146,0.002386851,0.00124316,0.001046957,0.0002176212,0.000152685,0.000101391,0.9300442],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4536352,"threshold_uncertainty_score":0.9986053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06248710408204562,"score_gpt":0.3167167972257449,"score_spread":0.2542296931436993,"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."}}