{"id":"W2081115654","doi":"10.1002/ppp.399","title":"A model‐based map of ground temperatures for the permafrost regions of Canada","year":2001,"lang":"en","type":"article","venue":"Permafrost and Periglacial Processes","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Permafrost; Climate change; Scale (ratio); Geology; Climatology; Climate model; Physical geography; Environmental science; Geography; Cartography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001013293,0.0002887856,0.0001463466,0.001247924,0.0006848667,0.0008208096,0.0004496023,0.0001520336,0.002598161],"category_scores_gemma":[0.0004392291,0.00009653428,0.0003468891,0.002271196,0.0001972085,0.0002004843,0.000213099,0.0002093229,0.0003087817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01636787,"about_ca_system_score_gemma":0.01540691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9907839,"about_ca_topic_score_gemma":0.9912124,"domain_scores_codex":[0.9998804,0.00000839355,0.00000437478,0.00001940211,0.00006312947,0.00002416065],"domain_scores_gemma":[0.9997699,0.00001166537,0.00001190758,0.00001028658,0.0001775704,0.00001873253],"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":[0.0003935475,0.0001286237,0.2488319,0.0004406878,0.0002946492,0.000355056,0.0008891015,0.5273461,0.0066281,0.01092982,0.04634298,0.1574195],"study_design_scores_gemma":[0.0001006631,0.00004436518,0.5181022,0.0001356768,0.00011579,0.0001546854,0.001037112,0.4032859,0.004306727,0.002102846,0.07050624,0.0001077621],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8173381,0.0009327854,0.01449486,0.0005745319,0.00004081255,0.0001811332,0.1251143,0.002106019,0.03921748],"genre_scores_gemma":[0.9504978,0.0005556126,0.01404198,0.00002529585,0.000005332095,0.00006562177,0.02876715,0.00007647886,0.005964638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01636787,"threshold_uncertainty_score":0.1187577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0374580128193726,"score_gpt":0.2462855067429176,"score_spread":0.208827493923545,"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."}}