{"id":"W2089678392","doi":"10.1002/ppp.534","title":"Discussion of C.R. Burn's ‘lake‐bottom thermal regimes, western Arctic coast, Canada’","year":2005,"lang":"en","type":"article","venue":"Permafrost and Periglacial Processes","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geological Survey of Canada; Natural Resources Canada","funders":"","keywords":"Permafrost; Snow; Geology; Convection; Arctic; Arctic ice pack; Oceanography; Heat transfer; Snow cover; Atmospheric sciences; Climatology; Hydrology (agriculture); Geomorphology; Meteorology; Geotechnical engineering; Geography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001275498,0.00025141,0.0003204662,0.00005915977,0.0002834251,0.00008565385,0.0002077221,0.00009376848,0.004974429],"category_scores_gemma":[0.00004450731,0.0001619962,0.0000418833,0.0002072409,0.0001768041,0.0003831151,0.00002984209,0.0001783166,0.00002601246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000820662,"about_ca_system_score_gemma":0.0004156395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2268743,"about_ca_topic_score_gemma":0.9805017,"domain_scores_codex":[0.9985583,0.00004202985,0.0003156191,0.0003221405,0.0003598075,0.0004020912],"domain_scores_gemma":[0.9992704,0.00009441705,0.0001355947,0.0001653975,0.0001220767,0.0002120839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001258395,0.00002646613,0.9842045,0.0003579413,0.00001284455,0.0000119057,0.002461884,0.00005213587,0.0005033658,0.000003413312,0.0009701991,0.01126946],"study_design_scores_gemma":[0.0005550139,0.0001319141,0.8190128,0.0001456476,0.00004454402,0.00006064278,0.001024626,0.0003764009,0.0008301706,0.00003404352,0.1773321,0.000452135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985393,0.002810097,0.000003457512,0.002620589,0.0002542214,0.0001674583,0.006671152,0.00002783424,0.002052164],"genre_scores_gemma":[0.9945796,0.0006681297,0.00002719219,0.0005495101,0.0007445752,0.000002727137,0.002148795,0.00001030365,0.001269153],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7536274,"threshold_uncertainty_score":0.9959351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689177923956311,"score_gpt":0.2272124152888795,"score_spread":0.2103206360493164,"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."}}