{"id":"W4255233132","doi":"10.5194/tc-2018-200-rc2","title":"Ground ice in the permafrost in Canada","year":2018,"lang":"en","type":"preprint","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Permafrost; Physical geography; Geology; Earth science; Climatology; Environmental science; 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":[0.0001565578,0.0001387962,0.0002041237,0.001733346,0.002578543,0.001594066,0.0004148653,0.0002112131,0.0033693],"category_scores_gemma":[0.0006406283,0.0001009257,0.0001394445,0.004280064,0.0007704851,0.0004240019,0.0005770467,0.0003123021,0.0001591621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03198671,"about_ca_system_score_gemma":0.04454703,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9983777,"about_ca_topic_score_gemma":0.999397,"domain_scores_codex":[0.9997647,0.000005740701,0.000007074975,0.00003213929,0.00009070074,0.00009960654],"domain_scores_gemma":[0.9995413,0.00002321419,0.00004653869,0.000008630411,0.0002890106,0.00009127941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002346282,0.00005747378,0.8069233,0.0003055501,0.0000895809,0.001041128,0.01020032,0.002208603,0.003643258,0.01336341,0.01885568,0.1430772],"study_design_scores_gemma":[0.000006111517,0.000006902772,0.9653565,0.00007659565,0.00001420466,0.0000998526,0.004300944,0.0007966374,0.0002858857,0.0005263152,0.028515,0.00001506369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617069,0.003789272,0.0002248926,0.002052953,0.00003903221,0.00002373292,0.009135491,0.00003048942,0.02299735],"genre_scores_gemma":[0.9912807,0.001379927,0.0002532156,0.0001320961,0.000006445598,0.00000421844,0.002010735,0.00001243823,0.004920229],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03198671,"threshold_uncertainty_score":0.2320809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04775333943993337,"score_gpt":0.2394062077741109,"score_spread":0.1916528683341775,"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."}}