{"id":"W4302129828","doi":"","title":"Use of microorganisms to subvert oil spills and their implications for animal and human health","year":2015,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Oil Spill Detection and Mitigation","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University","funders":"","keywords":"Human animal; Oil spill; Human health; Animal health; Microorganism; Biology; Environmental health; Environmental science; Ecology; Environmental protection; Livestock; Bacteria; Medicine","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":[0.0006053284,0.0004343507,0.0001871787,0.0009188666,0.0004312268,0.001063104,0.000322,0.000823647,0.00187438],"category_scores_gemma":[0.0009687837,0.0001189256,0.00040042,0.000644745,0.000623314,0.0004741173,0.0005096462,0.0004175298,0.0003833771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004409594,"about_ca_system_score_gemma":0.000776465,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003412999,"about_ca_topic_score_gemma":0.005409082,"domain_scores_codex":[0.9991823,0.0002597669,0.00002930399,0.00009316314,0.0002480842,0.0001873279],"domain_scores_gemma":[0.9994869,0.0001280093,0.0001810658,0.00003483297,0.0001107279,0.00005838278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004161016,0.003439341,0.1411488,0.001231924,0.0001948109,0.0009056268,0.001352187,0.0005347991,0.4603067,0.004288265,0.002423992,0.3800125],"study_design_scores_gemma":[0.0001635384,0.01928878,0.303906,0.0006908173,0.000468055,0.002721369,0.007086666,0.0008373159,0.5675933,0.004182229,0.09297395,0.00008792539],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9475719,0.03208461,0.001528227,0.003019436,0.0001541585,0.00005399894,0.0003759227,0.0000263951,0.01518524],"genre_scores_gemma":[0.9675102,0.02353665,0.002559602,0.000473769,0.0000959117,0.00002756977,0.0001775484,0.000009164442,0.005609548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003412999,"threshold_uncertainty_score":0.006786227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3166148387009309,"score_gpt":0.5264667137427935,"score_spread":0.2098518750418626,"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."}}