{"id":"W2106277761","doi":"10.7202/019823ar","title":"Récurrence des inondations et édification des plaines alluviales des bassins du centre-sud du Québec (Canada)","year":2009,"lang":"fr","type":"article","venue":"Revue des sciences de l eau","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"GDG Environnement; Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Art","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":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0008918165,0.0003183025,0.0002818369,0.00005096606,0.002966239,0.0003803043,0.000747167,0.0001361149,0.001009536],"category_scores_gemma":[0.0004426313,0.0001761644,0.0001462767,0.00104789,0.004937204,0.0009083085,0.00004150359,0.0001655527,0.00005142538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005324471,"about_ca_system_score_gemma":0.0008635638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4800101,"about_ca_topic_score_gemma":0.9581333,"domain_scores_codex":[0.9974079,0.0002837673,0.0004588166,0.0005993858,0.0004567361,0.0007934693],"domain_scores_gemma":[0.9986299,0.0004185652,0.0001838255,0.0001161383,0.0002602326,0.0003912815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003491304,0.0007478564,0.6660976,0.0001558862,0.00002033227,0.00004341323,0.00709165,0.002149629,0.0208735,0.02922881,0.004554986,0.2690014],"study_design_scores_gemma":[0.0001806955,0.0004334698,0.9314866,0.000572985,0.00005353296,0.00009557987,0.002131056,0.009407349,0.001113175,0.009451568,0.04458006,0.0004939393],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9562792,0.005337257,0.001148125,0.03259701,0.0004643115,0.0002188817,0.00007915936,0.00009319044,0.003782858],"genre_scores_gemma":[0.9871323,0.004733555,0.004717573,0.00122056,0.0003473924,0.000009399985,0.00005328215,0.000002840867,0.001783081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4781232,"threshold_uncertainty_score":0.9999037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09270128061056727,"score_gpt":0.2720306627928054,"score_spread":0.1793293821822381,"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."}}