{"id":"W3008078340","doi":"","title":"Impacts of Climate Change on Permafrost in Canada Since 1850","year":2006,"lang":"en","type":"article","venue":"AGUFM","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Permafrost; Climate change; Physical geography; Climatology; Environmental science; Earth science; Geology; Geography; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000322439,0.0002726603,0.0002857094,0.002166755,0.003012093,0.001373897,0.0007734722,0.0006183948,0.003997724],"category_scores_gemma":[0.001410265,0.0001553798,0.0005362381,0.00348822,0.001260549,0.0005566786,0.0009570558,0.0005754511,0.0002235536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04154407,"about_ca_system_score_gemma":0.04187017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9965718,"about_ca_topic_score_gemma":0.9987392,"domain_scores_codex":[0.9995238,0.00002150319,0.00002338688,0.0000531652,0.0001382847,0.0002399093],"domain_scores_gemma":[0.9988789,0.00004099812,0.0001465667,0.00001860769,0.0007311874,0.0001837091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002579883,0.00005214203,0.9319432,0.0003489506,0.0002899011,0.0006511601,0.002639342,0.003294243,0.001620794,0.004406562,0.008823738,0.04567197],"study_design_scores_gemma":[0.000005611314,0.000009235969,0.9776742,0.0000500359,0.00003407492,0.00009228604,0.001091593,0.0006414761,0.0001991777,0.0002124826,0.01997352,0.00001640599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9599662,0.006214947,0.0001922773,0.00368411,0.0001065795,0.00001911697,0.01117343,0.00004627762,0.01859707],"genre_scores_gemma":[0.9922236,0.001983948,0.0002146109,0.0002529207,0.00002190733,0.000004695662,0.001882019,0.00001065287,0.00340575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04154407,"threshold_uncertainty_score":0.3014247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.025484318388107,"score_gpt":0.2194869246649762,"score_spread":0.1940026062768692,"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."}}