{"id":"W7036586580","doi":"","title":"A chemical and thermal modelling study of the active layer on Herschel Island, Yukon Territory","year":2013,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Natural product bioactivities and synthesis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Active layer; Weathering; Solifluction; Soil horizon; Layer (electronics); Climate change; Erosion","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":[0.00008378093,0.0003616959,0.000386437,0.0003772401,0.0006392505,0.000810597,0.000604129,0.001156496,0.001240248],"category_scores_gemma":[0.0001730681,0.0002652637,0.0006415081,0.0008126039,0.0004124946,0.0004449469,0.0002542793,0.0003405788,0.0001652714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001823939,"about_ca_system_score_gemma":0.001082185,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2800491,"about_ca_topic_score_gemma":0.235024,"domain_scores_codex":[0.9999382,0.000008236283,0.000004376493,0.00002072336,0.000009573746,0.00001889923],"domain_scores_gemma":[0.9999245,0.00002522305,0.000008589725,0.00001011069,0.00002065932,0.00001093004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004690354,0.0004346625,0.1727474,0.0002403596,0.0003035635,0.001035013,0.0007612257,0.7653207,0.04332383,0.001166345,0.001220257,0.01297758],"study_design_scores_gemma":[0.0001330802,0.0001483605,0.2853937,0.00001866388,0.00008562448,0.00008211033,0.001064074,0.7082872,0.003211417,0.0002358048,0.001282579,0.00005730645],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981416,0.00002992292,0.0001593637,0.00003444057,0.000002710397,0.00001104744,0.0003794802,0.00002156959,0.001219774],"genre_scores_gemma":[0.9988762,0.00004303632,0.0002998856,0.000008172894,0.000001534766,0.00001207637,0.0002961302,0.000005860651,0.0004571376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7199509,"threshold_uncertainty_score":0.556838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01355975822904193,"score_gpt":0.226698119053366,"score_spread":0.2131383608243241,"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."}}