{"id":"W7162006110","doi":"10.82308/548","title":"A chemical and thermal modelling study of the active layer on Herschel Island, Yukon Territory","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Polar Research and Ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Active layer; Panache; Texture (cosmology); Environmental effect","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":[0.00006810162,0.0002643958,0.0002831776,0.0002681881,0.0004521105,0.0006326018,0.000392138,0.0007358977,0.0008383097],"category_scores_gemma":[0.000135919,0.000191628,0.0004007006,0.0005270558,0.0003113089,0.0003032612,0.000236847,0.0001786491,0.0001223065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001262744,"about_ca_system_score_gemma":0.0009843746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2237144,"about_ca_topic_score_gemma":0.2294797,"domain_scores_codex":[0.9999579,0.000006184044,0.000003481807,0.00001188698,0.000008078092,0.00001242651],"domain_scores_gemma":[0.9999568,0.00001189014,0.000005773652,0.000005767104,0.00001492053,0.000004874671],"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":[0.0003921827,0.00019396,0.213701,0.0002939856,0.0002684334,0.00112269,0.0008016833,0.6653695,0.09835175,0.001074305,0.0009112458,0.01751926],"study_design_scores_gemma":[0.0001129745,0.0001780633,0.429316,0.00002600855,0.0001028168,0.0001479267,0.001532484,0.559034,0.007065543,0.000289598,0.002145145,0.00004958891],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980254,0.00004006806,0.0002804653,0.00003269786,0.000002084436,0.00001003872,0.0002892358,0.00002250323,0.001297539],"genre_scores_gemma":[0.9989801,0.00004263253,0.0002546886,0.000006429151,7.17592e-7,0.000008875368,0.0001833238,0.000004960213,0.0005182469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7762855,"threshold_uncertainty_score":0.4448246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695264933398518,"score_gpt":0.2606437484647787,"score_spread":0.2436910991307935,"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."}}