{"id":"W2889165880","doi":"10.14745/ccdr.v40i16a02f","title":"Résumé : Évaluation, à l'aide de l'imagerie satellite, des risques de santé publique posés par la contamination microbienne des eaux récréatives","year":2014,"lang":"fr","type":"article","venue":"Relevé des maladies transmissibles au Canada","topic":"Fecal contamination and water quality","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada","funders":"Canadian Space Agency","keywords":"Environmental science; Forestry; Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002300772,0.0003775229,0.0002417863,0.001422893,0.0004635928,0.00126312,0.0003811822,0.0003800146,0.006215938],"category_scores_gemma":[0.00504618,0.0001105107,0.0002480101,0.001509664,0.0009266219,0.0002886637,0.0005172076,0.0002239139,0.0005192727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005057277,"about_ca_system_score_gemma":0.01024199,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5343446,"about_ca_topic_score_gemma":0.6671348,"domain_scores_codex":[0.9987173,0.0003151326,0.00005735434,0.0001037652,0.0007009581,0.0001054732],"domain_scores_gemma":[0.9963241,0.0006473584,0.0007582094,0.0000942032,0.001976026,0.0002001824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009809755,0.0002116511,0.7099012,0.002138552,0.0002223144,0.0002191269,0.001830347,0.003317636,0.0110794,0.0006788694,0.005938356,0.2634817],"study_design_scores_gemma":[0.00008088961,0.0009724206,0.9669512,0.0006431054,0.0002160478,0.0002897216,0.00291909,0.001884652,0.008605442,0.0002811192,0.01711947,0.00003679047],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9368668,0.004794452,0.004387854,0.001933284,0.0000627702,0.0009724987,0.009001343,0.0002273562,0.04175368],"genre_scores_gemma":[0.9735444,0.00278519,0.00970222,0.0003620109,0.00003668304,0.0002744658,0.002141246,0.00002013071,0.01113372],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4656554,"threshold_uncertainty_score":0.9367956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676582395938871,"score_gpt":0.2404757669590769,"score_spread":0.2237099429996882,"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."}}