{"id":"W4230244937","doi":"10.4095/263381","title":"Permafrost geotechnique","year":2010,"lang":"en","type":"report","venue":"","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Natural Resources Canada","funders":"","keywords":"Permafrost; Geology; Geotechnical engineering; Oceanography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001408641,0.001286015,0.0008493892,0.003369034,0.001244646,0.001302126,0.001224968,0.000610478,0.01850287],"category_scores_gemma":[0.001549949,0.0004886611,0.0003977612,0.003408784,0.000330295,0.0009394899,0.0009029253,0.001420915,0.009112857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003130328,"about_ca_system_score_gemma":0.01218468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2845318,"about_ca_topic_score_gemma":0.300281,"domain_scores_codex":[0.9988328,0.0001320445,0.00004791413,0.0001464089,0.0006620486,0.00017888],"domain_scores_gemma":[0.9987121,0.000194294,0.0001252355,0.0001779374,0.0006264318,0.0001640466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003726299,0.0006783459,0.04589305,0.001237283,0.0001311566,0.0008631634,0.0003869731,0.008421625,0.008379674,0.01489214,0.6587778,0.2566124],"study_design_scores_gemma":[0.000243034,0.0002575708,0.153339,0.00009303718,0.00004091639,0.000388365,0.0001514911,0.00262866,0.00950948,0.0009627117,0.8323354,0.00005031392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.05042816,0.006388893,0.005738506,0.002075428,0.001952279,0.0009262234,0.5785704,0.001463497,0.3524566],"genre_scores_gemma":[0.09774294,0.008106416,0.01711032,0.0003748267,0.0004687747,0.001303759,0.3333786,0.0006824823,0.5408318],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2845318,"threshold_uncertainty_score":0.5657513,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06228231940888111,"score_gpt":0.2848569387734453,"score_spread":0.2225746193645642,"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."}}