{"id":"W4386698486","doi":"10.1139/cjce-2023-0040","title":"Dam removal effect on the lower St. Regis River ice-jam floods","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Arctic and Antarctic ice dynamics","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hydrology (agriculture); Tributary; Flooding (psychology); Environmental science; Geology; Geography; Geotechnical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002125817,0.0001653052,0.000253366,0.0002862356,0.0003495519,0.0005033195,0.0002951557,0.0001429929,0.0007622151],"category_scores_gemma":[0.0004285648,0.00008764697,0.0003807086,0.0002507259,0.0003628551,0.0002247305,0.0003801234,0.0002297925,0.0001000507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001497316,"about_ca_system_score_gemma":0.001811901,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1998144,"about_ca_topic_score_gemma":0.3416307,"domain_scores_codex":[0.9998996,0.00001566884,0.000006576674,0.00001736829,0.00002553977,0.00003524521],"domain_scores_gemma":[0.9998724,0.0000188718,0.00003254982,0.000008635041,0.00004287968,0.0000245954],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001466965,0.0006372182,0.649142,0.0003106832,0.0002411172,0.002380297,0.002048693,0.2094942,0.07071976,0.001384373,0.002138614,0.06003618],"study_design_scores_gemma":[0.00003158839,0.0004992956,0.9220042,0.0000307448,0.0001144126,0.0001109602,0.002127495,0.06251656,0.008830249,0.0001182968,0.003565833,0.00005044173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999113,0.00002319683,0.00006570501,0.00001713191,0.000003899877,0.000004330319,0.00006390182,0.00001229731,0.0006965692],"genre_scores_gemma":[0.9992881,0.00004213718,0.0001389179,0.000007810854,0.000001091689,0.000003956371,0.0001111422,0.000003092809,0.0004038151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8001856,"threshold_uncertainty_score":0.3973027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007274404397413357,"score_gpt":0.1749707652848372,"score_spread":0.1676963608874238,"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."}}