{"id":"W2981865752","doi":"10.4095/290166","title":"Modeling and mapping permafrost and its response to climate change in Canada","year":2012,"lang":"en","type":"report","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Permafrost; Climate change; Physical geography; Climatology; Geography; Environmental science; Meteorology; Geology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004181793,0.000647096,0.000525229,0.0008793829,0.002060994,0.001447024,0.001716124,0.000683391,0.001641727],"category_scores_gemma":[0.001090241,0.0004407575,0.0009195546,0.001922122,0.0004913721,0.0006601728,0.0004550439,0.0006272517,0.00022228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03330323,"about_ca_system_score_gemma":0.03532134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9983371,"about_ca_topic_score_gemma":0.998705,"domain_scores_codex":[0.9997695,0.00001705179,0.00001064313,0.00005321891,0.00008022669,0.00006945107],"domain_scores_gemma":[0.9994857,0.00007122791,0.00002882551,0.00002382773,0.0003158822,0.00007449381],"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":[0.0002192323,0.0001753355,0.1236157,0.000128318,0.0003004628,0.0001495991,0.0003848201,0.8357681,0.002698482,0.00168973,0.007472534,0.02739775],"study_design_scores_gemma":[0.0001088476,0.000032056,0.1086988,0.00003213999,0.0001664099,0.0000385119,0.0008431398,0.8777094,0.0028604,0.0006779751,0.008757541,0.00007473784],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821539,0.0006149822,0.002160359,0.0007395357,0.00002831933,0.00006402715,0.006894553,0.0002669134,0.007077383],"genre_scores_gemma":[0.9864841,0.0005188343,0.00472687,0.00006263379,0.0000071237,0.00002731358,0.003736151,0.0000583115,0.004378505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03330323,"threshold_uncertainty_score":0.241633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1390266092125206,"score_gpt":0.2809507015406373,"score_spread":0.1419240923281166,"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."}}