{"id":"W7039810972","doi":"","title":"New Estimates of Snow Water Availability in the Northern Regions of North America.","year":2024,"lang":"en","type":"other","venue":"Spectrum Research Repository (Concordia University)","topic":"Venomous Animal Envenomation and Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Snow; Snowpack; Snow field; Snow cover; Snowmelt; Snow line; Climate change; Water equivalent","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.000435767,0.0002978525,0.0002229614,0.001453198,0.000373451,0.0005154781,0.0003083695,0.0002070337,0.001769559],"category_scores_gemma":[0.0008642573,0.0001463366,0.0003031962,0.001757681,0.0001107846,0.0006569833,0.0004010014,0.0002204245,0.0004343839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009103327,"about_ca_system_score_gemma":0.001134194,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2501832,"about_ca_topic_score_gemma":0.4357363,"domain_scores_codex":[0.9997962,0.00001813188,0.00002160541,0.00006594574,0.00007605387,0.00002216143],"domain_scores_gemma":[0.999521,0.00004086746,0.00008026567,0.00003474325,0.0002835422,0.00003945496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001653861,0.00009666687,0.7828757,0.0006848896,0.0004902692,0.0002427205,0.001212946,0.02753762,0.008525805,0.001373617,0.03371971,0.1430748],"study_design_scores_gemma":[0.00001404652,0.00002110678,0.9324242,0.0001242139,0.0000846105,0.00006344999,0.0007602668,0.02155485,0.001018412,0.0006417469,0.04326481,0.00002823624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8050329,0.006699575,0.01589397,0.0004969111,0.0001797962,0.0001511172,0.1361566,0.00118946,0.03419958],"genre_scores_gemma":[0.8882462,0.001621593,0.01586707,0.000115451,0.00007307635,0.0001522872,0.08998394,0.000104544,0.003835856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7498168,"threshold_uncertainty_score":0.4974539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02004973825493478,"score_gpt":0.2599096506508216,"score_spread":0.2398599123958868,"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."}}