{"id":"W4230870813","doi":"10.1139/l01-005","title":"Special repairs to the Bersimis-1 generating tunnel walls to increase power production: a case study","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Civil Engineering","topic":"Tunneling and Rock Mechanics","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Abrasion (mechanical); Coating; Environmental science; Cement; Resist; Erosion; Geotechnical engineering; Engineering; Materials science; Composite material; Geology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000577941,0.0002058221,0.0002261572,0.000415633,0.0002245382,0.00009099726,0.0002392048,0.00005424297,0.0001138749],"category_scores_gemma":[0.0003850709,0.0001802407,0.0000881665,0.0005336045,0.000004042732,0.0001227908,0.00001950149,0.0003839018,0.00001661357],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003006528,"about_ca_system_score_gemma":0.0001757097,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001461654,"about_ca_topic_score_gemma":0.287368,"domain_scores_codex":[0.9987606,0.00002372479,0.0004097523,0.000158132,0.0002036128,0.0004441241],"domain_scores_gemma":[0.99851,0.00003008859,0.00004035716,0.0002831659,0.0001551129,0.000981277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004894003,0.000009850865,0.000100464,0.000008965667,0.00006841379,0.005939788,0.006274038,0.9672427,0.0003867754,0.00001045274,0.01930989,0.0006438053],"study_design_scores_gemma":[0.002030117,0.001412158,0.00107539,0.0009421454,0.0004221069,0.111861,0.03555821,0.1964983,0.000870673,0.00003051111,0.6466619,0.002637392],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9825886,0.0002563331,0.009455984,0.0004840528,0.006195417,0.0003168982,0.000005718829,0.00008015263,0.0006168289],"genre_scores_gemma":[0.993019,0.000005088275,0.0008607928,0.0001045007,0.005736848,0.000007973775,3.565778e-7,0.00005887027,0.0002065169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7707443,"threshold_uncertainty_score":0.7350004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009422803144938692,"score_gpt":0.1894923404084526,"score_spread":0.1800695372635139,"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."}}