{"id":"W3034413088","doi":"","title":"3D Numerical Simulation of the Geothermal Field of Permafrost at Salluit in Nunavik, Québec, in Response to Climate Warming. Research in Progress.","year":2002,"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; Geothermal gradient; Field (mathematics); Climate change; Climatology; Global warming; Environmental science; Physical geography; Earth science; Meteorology; Geology; Geography; Geophysics; 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":[0.0009392503,0.00008967875,0.0001874754,0.0002361361,0.00004989162,0.00001121226,0.000240068,0.00008378574,0.003538096],"category_scores_gemma":[0.0001596291,0.00006775453,0.00003698156,0.0007567562,0.00009082622,0.00009023916,0.00006416836,0.0002121611,0.0001019756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003162681,"about_ca_system_score_gemma":0.00003356685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09803937,"about_ca_topic_score_gemma":0.4195028,"domain_scores_codex":[0.9983956,0.0003503679,0.0003447794,0.0001997087,0.0003294983,0.0003800819],"domain_scores_gemma":[0.9986278,0.001003786,0.00005814457,0.0002254758,0.00003156832,0.00005316449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007297669,0.00006019953,0.9541332,0.00003317194,0.000001191169,0.0000224241,0.005559595,0.03174534,0.0007006861,6.177348e-7,0.00007154072,0.006942244],"study_design_scores_gemma":[0.000346831,0.0001659077,0.8635685,0.0001215318,0.000001218953,0.000002361485,0.0002252722,0.133499,0.0002532795,0.000006319802,0.001732235,0.00007750741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995337,0.0006369707,2.659965e-7,0.002718359,0.00005581474,0.0003020308,0.0002870366,0.000004248258,0.0006582357],"genre_scores_gemma":[0.9995383,0.00007192572,0.00001387935,0.0001963392,0.00002377957,0.0000044757,0.00003620451,0.000004556669,0.0001105413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3214634,"threshold_uncertainty_score":0.9973728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07568826964863877,"score_gpt":0.3265384814375906,"score_spread":0.2508502117889518,"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."}}