{"id":"W1737149937","doi":"10.7202/013043ar","title":"Vulnérabilité de l’eau souterraine à la contamination par les nitrates sur le bassin versant de la rivière Noire (Montérégie, Québec)","year":2006,"lang":"fr","type":"article","venue":"Revue des sciences de l eau","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal; Université du Québec à Trois-Rivières; GDG Environnement","funders":"","keywords":"Forestry; Humanities; Geography; Art; Geology","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":[0.0003003427,0.0003739651,0.0003543461,0.0004203253,0.001165795,0.0009611813,0.0004096475,0.0003748322,0.001739506],"category_scores_gemma":[0.0003237487,0.0002335512,0.0003066132,0.0004798133,0.0004587078,0.0002470766,0.0002814702,0.0002850061,0.0002275032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006281229,"about_ca_system_score_gemma":0.003067131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8984455,"about_ca_topic_score_gemma":0.9583032,"domain_scores_codex":[0.9997405,0.00001991651,0.000007625505,0.0001006846,0.00007760958,0.00005358241],"domain_scores_gemma":[0.9996439,0.00004082005,0.00005534104,0.00001584326,0.0002066681,0.00003748721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008124457,0.00007761174,0.6181349,0.0002131627,0.0001905146,0.0004349232,0.001827632,0.005457825,0.3554487,0.0002395289,0.000579759,0.01658298],"study_design_scores_gemma":[0.000006149338,0.0001185641,0.9857314,0.00001328723,0.00004424763,0.00004371654,0.0006614747,0.0018111,0.009856627,0.00002492086,0.001673417,0.00001512288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975765,0.00009801903,0.0004664038,0.00002625784,0.000002451847,0.00001961663,0.0005164459,0.00001449127,0.001279664],"genre_scores_gemma":[0.9925804,0.0001508176,0.0009591922,0.00003216639,0.000001261978,0.00002336883,0.0006556218,0.00001204798,0.005585107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1015545,"threshold_uncertainty_score":0.204305,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02969224065013371,"score_gpt":0.2325845786036542,"score_spread":0.2028923379535205,"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."}}