{"id":"W6894315049","doi":"10.5683/sp3/qzjvyd","title":"Data for: Thermistor-derived measurements of snow depths, ice thicknesses, and surface temperatures in Landing Lake, Northwest Territories, Canada: 2021-2023 (October-December)","year":2025,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Snow; Thermistor; Water equivalent; Snow field; Cryosphere; Snow cover; Temperature measurement; Air temperature; Rain and snow mixed","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":[0.0005342668,0.001889288,0.001091555,0.00225308,0.001361243,0.001877289,0.002505975,0.001382385,0.0278539],"category_scores_gemma":[0.002835767,0.0006370622,0.0009684062,0.007329166,0.0005022024,0.0007347993,0.001096837,0.001107479,0.02762189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006862651,"about_ca_system_score_gemma":0.01246458,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8736407,"about_ca_topic_score_gemma":0.9341816,"domain_scores_codex":[0.9993249,0.0000398224,0.00005069066,0.0001828106,0.0002338487,0.0001678413],"domain_scores_gemma":[0.9975294,0.0002101976,0.0001760078,0.0003006913,0.001554484,0.000229289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000545109,0.00002077136,0.003960594,0.0003585541,0.00004269846,0.00002804204,0.00004116634,0.0007409121,0.000114454,0.000294709,0.9917935,0.002550186],"study_design_scores_gemma":[0.0001557576,0.00001349849,0.03796157,0.0004765248,0.00005546655,0.0000532656,0.00029079,0.001680179,0.0007563761,0.0007048298,0.9577677,0.00008409253],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001911084,0.00003336952,0.0000344318,0.00002027203,0.00000683402,0.000004346458,0.999211,0.0001040027,0.0003946285],"genre_scores_gemma":[0.0007508834,0.00003735026,0.0001965725,0.00001725476,0.000002356145,0.0000227085,0.9984686,0.00002427023,0.0004801391],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.1263593,"threshold_uncertainty_score":0.2542068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04547647352789698,"score_gpt":0.2906017705901701,"score_spread":0.2451252970622732,"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."}}