{"id":"W3035359064","doi":"","title":"Recent Permafrost Warming in Northwest Canada","year":2002,"lang":"en","type":"article","venue":"AGUFM","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Permafrost; Global warming; Environmental science; Climate change; Physical geography; Climatology; Geography; Geology; Oceanography","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000620533,0.00009202452,0.0001036492,0.00003974432,0.00007962372,0.00002488683,0.0001188253,0.000032455,0.03835837],"category_scores_gemma":[0.00001360745,0.00008153567,0.00001664386,0.0002004621,0.00001873261,0.00009626048,0.000006840618,0.0001020771,0.0003490675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001508583,"about_ca_system_score_gemma":0.00003476526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9510845,"about_ca_topic_score_gemma":0.9996356,"domain_scores_codex":[0.9992126,0.00002139695,0.000141044,0.0001618689,0.0001625684,0.0003005765],"domain_scores_gemma":[0.9996732,0.00006072516,0.00002639345,0.0001232134,0.00001473435,0.000101661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002970487,0.000007626421,0.9512416,0.0000056067,0.000001735815,0.0001258675,0.0003861098,0.0003122144,0.00001888322,0.000001191285,0.004265293,0.04363089],"study_design_scores_gemma":[0.0001562901,0.00001683868,0.7060458,0.00001278547,0.000002327105,0.00001838183,0.0002330799,0.008310665,0.0000245622,0.000005611839,0.2850375,0.0001361402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743102,0.002736772,1.186499e-7,0.001410633,0.000469789,0.00007479039,0.002079969,0.00001313139,0.01890457],"genre_scores_gemma":[0.9938183,0.0025525,0.000007699482,0.001350356,0.0001343924,7.903971e-7,0.001658092,0.000003109507,0.0004747707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2807722,"threshold_uncertainty_score":0.9625207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03847169403219122,"score_gpt":0.2089928304153122,"score_spread":0.170521136383121,"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."}}