{"id":"W4235116590","doi":"10.4095/328469","title":"Project MOSS: Marine Oil Spill Studies","year":2021,"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":[0.0003549649,0.0002321571,0.0003122946,0.00004946297,0.0001091984,0.0000368555,0.0001143402,0.0001701856,0.01251617],"category_scores_gemma":[0.0002800695,0.0001864278,0.000133764,0.0002905871,0.0001259179,0.00007387622,0.0005156746,0.0002225107,0.0007937168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007882616,"about_ca_system_score_gemma":0.0001361806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004115478,"about_ca_topic_score_gemma":0.005153786,"domain_scores_codex":[0.9981588,0.00003938202,0.0003069038,0.0004930578,0.0007839119,0.0002179817],"domain_scores_gemma":[0.9993909,0.00002326714,0.0001498294,0.0003126333,0.00007051148,0.00005284275],"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":[0.000004537334,0.0000615606,0.00462875,0.0002711326,0.0001513949,0.0000777154,0.0001697027,0.00002128811,0.0004952367,0.00001388513,0.3667497,0.627355],"study_design_scores_gemma":[0.0001169171,0.00004431226,0.004312105,0.00006407442,0.00004923962,0.00007975419,0.0003390507,0.00001500973,0.001295126,0.00006543104,0.9933205,0.000298438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007459686,0.0006151928,0.000008560457,0.00015705,0.001521879,0.0001015933,0.000006655281,0.0001331266,0.9899963],"genre_scores_gemma":[0.006574814,0.02868044,0.001329655,0.0003446422,0.0004067316,0.0001121023,0.0001184855,0.00004444245,0.9623887],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6270566,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06012490063722124,"score_gpt":0.3261758218545422,"score_spread":0.266050921217321,"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."}}