{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001434456,0.0006718116,0.0002282743,0.001533754,0.001080944,0.0008381335,0.0005809581,0.0003884525,0.009835687],"category_scores_gemma":[0.00113225,0.0001467936,0.0002026538,0.001249377,0.0003184756,0.00053794,0.002407988,0.0004874076,0.002845054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001919172,"about_ca_system_score_gemma":0.009946142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07491563,"about_ca_topic_score_gemma":0.1186312,"domain_scores_codex":[0.9993387,0.0001114504,0.00002948219,0.00009926288,0.000309414,0.0001118023],"domain_scores_gemma":[0.9985044,0.00006987588,0.000140453,0.00009795883,0.0006084563,0.000578901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003599485,0.002236524,0.1986338,0.001939241,0.0002028019,0.003338723,0.003017324,0.003798275,0.02579365,0.01129251,0.3089517,0.4371959],"study_design_scores_gemma":[0.0004232119,0.002938481,0.2846298,0.0005314448,0.0000810752,0.0008766997,0.00349444,0.001386839,0.01590258,0.00238801,0.6873019,0.00004549685],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5961638,0.003957058,0.004818829,0.008963251,0.0007739246,0.004469081,0.1115047,0.00154977,0.2677995],"genre_scores_gemma":[0.5927495,0.007898416,0.02406793,0.001824056,0.0004744322,0.002825366,0.1096697,0.000398397,0.2600922],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07491563,"threshold_uncertainty_score":0.1489591,"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."}}