{"id":"W2910622288","doi":"10.4095/216137","title":"Sensitivity of permafrost to climate warming in Canada","year":2004,"lang":"en","type":"report","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Permafrost; Sensitivity (control systems); Environmental science; Climate sensitivity; Climatology; Climate change; Global warming; Warming up; Physical geography; Geography; Climate model; Geology; Oceanography; Engineering; Biology","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":[0.0003377599,0.0002835106,0.0002780368,0.001127608,0.001228646,0.0009350093,0.0005143836,0.0002220858,0.002135413],"category_scores_gemma":[0.001393584,0.000156971,0.0005301731,0.002226816,0.0003552608,0.0002388717,0.000468397,0.0002933838,0.0001539615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02874981,"about_ca_system_score_gemma":0.02015496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9967375,"about_ca_topic_score_gemma":0.9975636,"domain_scores_codex":[0.9994683,0.00002577335,0.00001750414,0.00006861655,0.0002551805,0.0001646258],"domain_scores_gemma":[0.9987757,0.00009888957,0.00007019875,0.00003931222,0.0008899196,0.0001259404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004153965,0.00006094365,0.9035813,0.0001370688,0.0003578971,0.0004828042,0.0007007252,0.04994407,0.007639571,0.001266471,0.007813209,0.02760047],"study_design_scores_gemma":[0.000008937374,0.00001824846,0.9824437,0.00001465165,0.00004519733,0.00007139751,0.000618735,0.008710395,0.001790167,0.0002356582,0.006009648,0.00003334089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647117,0.0008745595,0.000678624,0.0005418221,0.00001745434,0.00006412417,0.01737558,0.0001417989,0.01559428],"genre_scores_gemma":[0.9922814,0.0004247858,0.0002759053,0.0000608703,0.000002787503,0.000007674174,0.004543655,0.00001354774,0.00238932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02874981,"threshold_uncertainty_score":0.2085955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04546743263586885,"score_gpt":0.2586658082963873,"score_spread":0.2131983756605185,"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."}}