{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001162929,0.0005384088,0.0004188156,0.0001163651,0.0008548109,0.0001433335,0.0003303388,0.0005431604,0.0149511],"category_scores_gemma":[0.0001956231,0.0004182947,0.0002568467,0.0002037687,0.003782071,0.0003976497,0.0002470066,0.0002504298,0.002220784],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002884761,"about_ca_system_score_gemma":0.0001313993,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01113073,"about_ca_topic_score_gemma":0.01733655,"domain_scores_codex":[0.9967126,0.0003819632,0.0006307461,0.0007516789,0.0007244172,0.0007986368],"domain_scores_gemma":[0.9985821,0.0002305906,0.0003678924,0.0004017093,0.00003338773,0.0003843629],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001459729,0.0002459294,0.492013,0.0002073025,0.00007073571,0.00004964791,0.0009423245,0.0001024087,0.1199541,0.0002629288,0.001775626,0.3843614],"study_design_scores_gemma":[0.000470633,0.0002178375,0.5577095,0.0005950891,0.0001382653,0.0003301358,0.0009051149,0.00009414088,0.09237467,0.00145967,0.3451444,0.0005605419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7459124,0.001042773,0.01183045,0.0001616191,0.0004753592,0.0003239619,0.00004096025,0.0001003327,0.2401121],"genre_scores_gemma":[0.7054415,0.01380807,0.002364157,0.0001108305,0.0002524008,0.00005417322,0.00002223123,0.00006783532,0.2778789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3838008,"threshold_uncertainty_score":0.9998269,"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."}}