{"id":"W7010774863","doi":"","title":"IRC manhole innovation cuts frost heave in pavement","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Grouting, Rheology, and Soil Mechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Frost heaving; Frost (temperature); Deformation (meteorology); Foundation (evidence)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001680774,0.0003010879,0.000339139,0.001287511,0.0024472,0.00258647,0.0009668441,0.002174309,0.06260666],"category_scores_gemma":[0.003289287,0.0002062676,0.000511449,0.0006953222,0.001396941,0.001547688,0.00253071,0.001931934,0.01010593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002513963,"about_ca_system_score_gemma":0.006035244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01898482,"about_ca_topic_score_gemma":0.06994164,"domain_scores_codex":[0.9982029,0.0001457641,0.00002873637,0.0001539021,0.001036877,0.0004317587],"domain_scores_gemma":[0.9977585,0.0002537908,0.00008293223,0.0002444104,0.001140281,0.0005200952],"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":[0.0007050161,0.0006282398,0.00624831,0.0003999425,0.00002951364,0.000609368,0.001188387,0.002602296,0.01577564,0.05490055,0.3295145,0.5873981],"study_design_scores_gemma":[0.00005763951,0.0005025847,0.01833365,0.0001608329,0.00003883624,0.000192524,0.001600958,0.002407766,0.008365846,0.005310487,0.9629863,0.00004261204],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.173424,0.003273523,0.01639347,0.03086651,0.007369523,0.0004326182,0.0005994023,0.003265011,0.7643759],"genre_scores_gemma":[0.364467,0.001327861,0.0104878,0.002094918,0.0006381928,0.00006120001,0.0003410817,0.0004457364,0.6201362],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06260666,"threshold_uncertainty_score":0.2094402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00940716483350893,"score_gpt":0.2052426081782752,"score_spread":0.1958354433447663,"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."}}