{"id":"W2323233918","doi":"10.1061/9780784413692.123","title":"Rehabilitation of the Herridge 1,500 mm Transmission Feedermain with Carbon Fiber-Reinforced Polymer: A Canadian First","year":2014,"lang":"en","type":"article","venue":"Pipelines 2014","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regional Municipality of Ottawa","funders":"","keywords":"Situated; Pace; Investment (military); Geography; Capital investment; Population; Agricultural economics; Business; Political science; Finance; Demography; Economics; Computer science; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001107772,0.0001671569,0.0001755775,0.00008230243,0.00006829012,0.00001472192,0.000150665,0.0001147284,0.00003305231],"category_scores_gemma":[0.00005248787,0.0001116463,0.0000683024,0.0001638245,0.00004855789,0.00003738811,0.000008106834,0.0001574605,0.000004519339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004944184,"about_ca_system_score_gemma":0.00003408584,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01730583,"about_ca_topic_score_gemma":0.01046681,"domain_scores_codex":[0.9992219,0.00002053784,0.0002251663,0.0001287018,0.0001601325,0.0002435215],"domain_scores_gemma":[0.999375,0.0001158115,0.0000295264,0.0003109496,0.00003914151,0.0001295525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000164241,0.000004236299,0.0002748766,0.0002661511,0.0000220703,5.379391e-7,0.0002965514,0.9874563,0.003309831,0.001072192,0.002033727,0.005247098],"study_design_scores_gemma":[0.0008879466,0.0001762154,0.01348519,0.0003125883,0.0000590786,0.00002172896,0.00006212634,0.8911085,0.008333222,0.0002663881,0.08473552,0.0005515575],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306131,0.001074653,0.04211817,0.006612496,0.0008200412,0.0008341122,0.00003314958,0.0008216021,0.01707265],"genre_scores_gemma":[0.9987093,0.00000987698,0.0005424642,0.00004001027,0.00007626736,0.00001199593,0.000006373388,0.00003256984,0.000571185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09634787,"threshold_uncertainty_score":0.989238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002517695624972597,"score_gpt":0.1634815051508345,"score_spread":0.1609638095258619,"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."}}