{"id":"W2981631933","doi":"10.4095/290160","title":"Assessing the impact of climate change on permafrost based on field observations and modelling - Wapusk National Park case study: sub-activity: in-situ monitoring of permafrost dynamics in response to climate change","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; Environmental science; National park; Climatology; Physical geography; Geography; Geology; Oceanography; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001038489,0.0003978847,0.0003352526,0.0007858295,0.0005049185,0.0007742359,0.000808094,0.0005077433,0.0009575644],"category_scores_gemma":[0.001600603,0.00025931,0.0004400067,0.001187668,0.0002396635,0.0009440958,0.0006147185,0.0003889581,0.0001749207],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00195241,"about_ca_system_score_gemma":0.001808309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2287363,"about_ca_topic_score_gemma":0.4925587,"domain_scores_codex":[0.9996259,0.0001121668,0.00002394389,0.00005452667,0.0001199561,0.00006342112],"domain_scores_gemma":[0.9988922,0.0002590761,0.0002446244,0.000116033,0.0003368632,0.000151182],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005479486,0.0005303874,0.9401031,0.0001390578,0.0003012092,0.001558071,0.0004623815,0.02955508,0.003409542,0.000324443,0.002907478,0.02016124],"study_design_scores_gemma":[0.00007336257,0.0002260714,0.9308643,0.00003081943,0.0001333167,0.0003295269,0.00171948,0.05917092,0.004010317,0.0002017799,0.003202302,0.00003781366],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933047,0.00006668279,0.0004699645,0.0001171837,0.000005134375,0.00007217992,0.002742881,0.00003851843,0.003182742],"genre_scores_gemma":[0.9933229,0.0001035965,0.002275035,0.00001618323,0.00000426415,0.00004271217,0.00318492,0.00001326971,0.001037188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7712637,"threshold_uncertainty_score":0.4548099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2761525132703724,"score_gpt":0.3832865787033186,"score_spread":0.1071340654329462,"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."}}