{"id":"W4391138201","doi":"10.20944/preprints202401.1479.v1","title":"Review of the State-of-Art Practice of Foundation Engineering in Northern Canada","year":2024,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Climate change and permafrost","field":"Earth and Planetary Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Mitacs","keywords":"Foundation (evidence); State (computer science); Engineering; Engineering ethics; History; Archaeology; Computer science; Programming language","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00433173,0.0007905143,0.001095505,0.01436959,0.002773501,0.004489299,0.001997195,0.001210963,0.003466463],"category_scores_gemma":[0.01215523,0.0005760869,0.0007738737,0.02582127,0.002478943,0.001729466,0.00107862,0.0009844187,0.0005317793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04184749,"about_ca_system_score_gemma":0.131989,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9000251,"about_ca_topic_score_gemma":0.9503746,"domain_scores_codex":[0.994636,0.0006995591,0.0007938365,0.0004244947,0.003043825,0.0004022906],"domain_scores_gemma":[0.9806842,0.005882031,0.001203956,0.0002824883,0.01109581,0.0008514685],"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":[0.0001061229,0.00006118608,0.00599391,0.1016285,0.0001788581,0.001277612,0.01651405,0.001501134,0.00190725,0.01075873,0.06563815,0.7944346],"study_design_scores_gemma":[0.000006400777,0.00005041034,0.03018663,0.07607844,0.0002781659,0.0007596868,0.00801957,0.000217918,0.0007107558,0.0006870949,0.882907,0.00009785552],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004144295,0.9793223,0.0005948202,0.001544706,0.0003379981,0.0000436565,0.000433546,0.00003369111,0.01354505],"genre_scores_gemma":[0.0237223,0.9721819,0.001413656,0.000488853,0.00008118785,0.00002528584,0.0003382989,0.00001859459,0.001729863],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09997493,"threshold_uncertainty_score":0.3036262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07882331051648522,"score_gpt":0.3042245818144424,"score_spread":0.2254012712979572,"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."}}