{"id":"W1872173384","doi":"10.7202/038926ar","title":"Dynamique de l’écoulement souterrain et vulnérabilité d’un aquifère du piémont appalachien (Québec, Canada)","year":2010,"lang":"fr","type":"article","venue":"Revue des sciences de l eau","topic":"Groundwater and Isotope Geochemistry","field":"Earth and Planetary Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Forestry; Political science; Physics; Art; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00275218,0.0003718675,0.0003408077,0.00007382286,0.001183437,0.0004164247,0.001153676,0.0002373428,0.003732185],"category_scores_gemma":[0.0003287186,0.0003450884,0.0001372851,0.0004293857,0.001961941,0.0004572051,0.0001044695,0.0007377399,0.00007236757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477632,"about_ca_system_score_gemma":0.004102983,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9436791,"about_ca_topic_score_gemma":0.9950402,"domain_scores_codex":[0.9965795,0.0003057906,0.0004634654,0.0007488954,0.0005107856,0.001391515],"domain_scores_gemma":[0.9982926,0.0003305791,0.0001618092,0.0004574814,0.00008356101,0.0006740301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002544889,0.0001271586,0.9462224,0.0004605658,0.0000449049,0.0002979931,0.006224926,0.009366734,0.002804264,0.002830268,0.005439864,0.02615551],"study_design_scores_gemma":[0.0006507878,0.0006269812,0.3427531,0.0003166634,0.0001079592,0.002562054,0.003082828,0.3831598,0.002398804,0.01399085,0.2488811,0.001469038],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309467,0.003069345,0.002247166,0.02603322,0.001598489,0.0002983689,0.0002075506,0.00005124931,0.0355479],"genre_scores_gemma":[0.9798207,0.0002119869,0.01253149,0.001923241,0.0005272878,0.00001274451,0.00004989867,0.00001164086,0.004910964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6034693,"threshold_uncertainty_score":0.9999001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310872913136354,"score_gpt":0.2310179173318561,"score_spread":0.2079091882004925,"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."}}