{"id":"W2143242620","doi":"10.1080/15230430.2001.12003415","title":"Snowpack Characteristics following Wildfire on a Simulated Transport Corridor and Adjacent Subarctic Forest, Tulita, N.W.T., Canada","year":2001,"lang":"en","type":"article","venue":"Arctic Antarctic and Alpine Research","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Snowpack; Environmental science; Trench; Subarctic climate; Snow; Hydrology (agriculture); Atmospheric sciences; Prevailing winds; Surface runoff; Experimental forest; Geology; Geomorphology; Forestry; Geography; Ecology; Oceanography","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001173181,0.0003331093,0.000439129,0.0001010051,0.0005476102,0.00006966986,0.0002655667,0.0001070894,0.0003119814],"category_scores_gemma":[0.0003836045,0.0002938519,0.0000708563,0.0005465538,0.0003456305,0.0002379348,0.0001654735,0.0006347749,0.00008969599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006773931,"about_ca_system_score_gemma":0.0001617534,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6004725,"about_ca_topic_score_gemma":0.2374344,"domain_scores_codex":[0.9962564,0.0002797094,0.0004195329,0.0007686522,0.001210376,0.001065291],"domain_scores_gemma":[0.9980782,0.0007872989,0.00007846879,0.0004527529,0.0000261836,0.0005771458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002282018,0.0001363219,0.9887531,0.0001250598,0.00006768628,0.0008081457,0.0003251467,0.00004983096,0.0003403859,0.0000245857,0.0008046926,0.008336816],"study_design_scores_gemma":[0.001291559,0.0006789615,0.9593061,0.000318775,0.00005058501,0.0002128557,0.0002891798,0.02217301,0.00003841286,0.0001404505,0.01507549,0.0004246533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957321,0.0001980562,0.0000281204,0.002226278,0.0002208955,0.0007922952,0.00001181272,0.0000405047,0.0007499931],"genre_scores_gemma":[0.9978957,0.0004013177,0.00005529836,0.000491827,0.00009963904,0.00002904363,0.00003015955,0.00005293368,0.0009441369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3630381,"threshold_uncertainty_score":0.9999514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623925553244878,"score_gpt":0.259661874653789,"score_spread":0.2434226191213403,"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."}}