{"id":"W4387575159","doi":"10.19080/ijesnr.2023.32.556348","title":"Extreme Hydrological Drought in Southern Quebec (Canada): Natural and Anthropogenic Factors Interactions on its Spatio-Temporal Variability","year":2023,"lang":"en","type":"article","venue":"International Journal of Environmental Sciences & Natural Resources","topic":"Cryospheric studies and observations","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Natural (archaeology); Environmental science; Climatology; Physical geography; Geography; Oceanography; Geology; Archaeology","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":[0.0002885712,0.0001606653,0.000213066,0.001052749,0.001099554,0.0008585639,0.0003938357,0.000230239,0.001648022],"category_scores_gemma":[0.0006313397,0.00009863501,0.0002070791,0.002857042,0.0004493591,0.0002212663,0.0003909047,0.0002954851,0.00009988459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01053576,"about_ca_system_score_gemma":0.01005503,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.9901349,"about_ca_topic_score_gemma":0.995024,"domain_scores_codex":[0.9998061,0.0000210746,0.000009853098,0.00004380247,0.0000527938,0.0000662951],"domain_scores_gemma":[0.9993136,0.00007936024,0.0001202095,0.00001675746,0.0003254499,0.0001446684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005898861,0.00002629699,0.9864482,0.00003765102,0.00006646856,0.0001368123,0.000658272,0.0006618137,0.0008191885,0.0001411994,0.001788303,0.009156868],"study_design_scores_gemma":[0.00000108449,0.000002966756,0.9987593,0.000005971839,0.000004150458,0.00001070327,0.0003503658,0.0002741718,0.00001558561,0.000007629347,0.000564851,0.000003225642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932731,0.000447579,0.0002057183,0.0002889681,0.000007573083,0.00001665237,0.003644049,0.00001744859,0.002098857],"genre_scores_gemma":[0.9973481,0.000192189,0.0001830102,0.00005183028,0.000003713872,0.00001198219,0.001436584,0.000003574028,0.0007691026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01053576,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02669956841799112,"score_gpt":0.2439572468938551,"score_spread":0.217257678475864,"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."}}