{"id":"W4402061220","doi":"10.1061/9780784485576.046","title":"New Westminster Columbia Section Rehabilitation—Large Diameter Sliplining","year":2024,"lang":"en","type":"article","venue":"","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Burnaby Hospital","funders":"","keywords":"Section (typography); Rehabilitation; Computer science; Medicine; Physical therapy; Operating system","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":[0.0006462689,0.0004556176,0.0001734799,0.0007263567,0.00653579,0.002400536,0.001306814,0.001148332,0.01194597],"category_scores_gemma":[0.0007379446,0.0003046284,0.0001689473,0.001117652,0.001380882,0.0005829692,0.002028706,0.0008833707,0.001615301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01323551,"about_ca_system_score_gemma":0.02519423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4842475,"about_ca_topic_score_gemma":0.8607858,"domain_scores_codex":[0.9990553,0.00007451366,0.00001788848,0.0001027949,0.00050193,0.0002475942],"domain_scores_gemma":[0.9992533,0.0000462356,0.00004177704,0.00003900832,0.0002821598,0.0003374485],"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":[0.000396778,0.001470093,0.09278895,0.001011649,0.00006262063,0.0311019,0.03043824,0.01104979,0.05723755,0.01830812,0.1029813,0.6531531],"study_design_scores_gemma":[0.00006751224,0.001396311,0.1649833,0.0008077126,0.00004699976,0.007753553,0.06935802,0.008968989,0.01396955,0.003601283,0.7289033,0.0001435459],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7041912,0.0008759818,0.007189036,0.003956477,0.0001482083,0.001163954,0.0003880394,0.0004225086,0.2816646],"genre_scores_gemma":[0.7874229,0.001023193,0.009753981,0.0005168067,0.00002651346,0.000209417,0.0003528871,0.00009628852,0.200598],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4842475,"threshold_uncertainty_score":0.9628577,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002776014913339188,"score_gpt":0.2017173227891212,"score_spread":0.198941307875782,"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."}}