{"id":"W2790793578","doi":"10.4095/263374","title":"Permafrost geotechnique for engineering design and land use planning","year":2010,"lang":"en","type":"report","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Permafrost; Geology; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007988429,0.0008674118,0.0004143744,0.001719705,0.0006013835,0.001765261,0.0006544621,0.0007564455,0.06675444],"category_scores_gemma":[0.001684625,0.0003220909,0.0004184362,0.002346532,0.0003422268,0.001211444,0.0009302722,0.001357716,0.02993819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198308,"about_ca_system_score_gemma":0.002697643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009082844,"about_ca_topic_score_gemma":0.01687296,"domain_scores_codex":[0.9995154,0.00008287907,0.00002944601,0.00005287397,0.0002898859,0.00002952471],"domain_scores_gemma":[0.9992009,0.0001098465,0.0000565438,0.0001514407,0.0004349255,0.00004642653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006256108,0.0000525514,0.001236081,0.0004082052,0.00001423571,0.000214702,0.0001383283,0.01634241,0.006933697,0.08149599,0.1279253,0.7651759],"study_design_scores_gemma":[0.00001097485,0.0000403905,0.002005215,0.0001717721,0.000006765526,0.0001328804,0.00006979626,0.00889551,0.001722213,0.01836039,0.9685688,0.00001537302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.007567283,0.005804785,0.5147282,0.004626308,0.001563766,0.0008111487,0.01300344,0.006840257,0.4450549],"genre_scores_gemma":[0.08210575,0.01237217,0.4812779,0.0007168444,0.0005130285,0.001150988,0.01797478,0.002863348,0.4010252],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06675444,"threshold_uncertainty_score":0.2233158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1146025933762788,"score_gpt":0.2845181238684552,"score_spread":0.1699155304921764,"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."}}