{"id":"W2889297394","doi":"10.4095/311158","title":"Sources des contaminants dans l'environnement de la région des sables bitumineux","year":2016,"lang":"fr","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":"Forestry; Environmental science; Geography","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":[0.0003058778,0.0005523544,0.0004027756,0.001255897,0.001053507,0.00110945,0.0001939646,0.0005408966,0.001001375],"category_scores_gemma":[0.0002918274,0.0001708555,0.0003392455,0.0008401461,0.0002556893,0.0003861534,0.0005725632,0.0003565508,0.0002673841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001743208,"about_ca_system_score_gemma":0.0009846016,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1575828,"about_ca_topic_score_gemma":0.1539774,"domain_scores_codex":[0.9997502,0.00003065568,0.00001432869,0.00004331401,0.0001094415,0.00005206964],"domain_scores_gemma":[0.9997703,0.00003507435,0.00005050187,0.000006672833,0.0001174591,0.00001985358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00135361,0.0002245785,0.6138046,0.0007421126,0.0002989371,0.001784657,0.003981985,0.007148315,0.273549,0.0007525322,0.001264245,0.09509548],"study_design_scores_gemma":[0.0000236412,0.0004439509,0.9356807,0.0000575384,0.00009647269,0.0005001876,0.001665439,0.002335889,0.04768576,0.0002813108,0.01119608,0.00003305734],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.9952977,0.0007474309,0.0006090219,0.00007993003,0.000009141689,0.00001385083,0.001037997,0.00002139829,0.002183564],"genre_scores_gemma":[0.9871287,0.001804038,0.00154557,0.00003967499,0.00001127555,0.00003504692,0.000998127,0.00001817502,0.008419381],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8424172,"threshold_uncertainty_score":0.3133311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01791658096496778,"score_gpt":0.2467751203090773,"score_spread":0.2288585393441095,"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."}}