{"id":"W2146480214","doi":"10.1061/9780784413692.022","title":"Initial Condition Assessment of the 3,000 mm (120 in.) Diameter Primary Trunk Interceptor for the Region of York","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":"Aecom (Canada); Regional Municipality of Durham","funders":"","keywords":"Population; Environmental science; Channel (broadcasting); Engineering; Truck; Geotechnical engineering; Hydrology (agriculture); Civil engineering; Telecommunications","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":[0.0005706868,0.0004961227,0.0003062746,0.000879895,0.001212707,0.001074349,0.0003790118,0.0003816354,0.005264392],"category_scores_gemma":[0.001762432,0.0002467656,0.0002248235,0.000481056,0.0006417331,0.0005240658,0.0006526181,0.0003730127,0.001309163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003090206,"about_ca_system_score_gemma":0.00249206,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1618537,"about_ca_topic_score_gemma":0.3469198,"domain_scores_codex":[0.999317,0.00005134553,0.00004342596,0.0001294703,0.0003460468,0.0001125898],"domain_scores_gemma":[0.9987135,0.00007833401,0.00008779034,0.00004960642,0.0009703722,0.0001003759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001482928,0.0005712155,0.6621584,0.0004735033,0.00003373218,0.001982986,0.006018266,0.01294746,0.1332802,0.001822308,0.02093182,0.1582973],"study_design_scores_gemma":[0.00002981828,0.001106251,0.9404891,0.0001180403,0.00003290111,0.0002728307,0.00380022,0.01176064,0.02404377,0.0002599047,0.01802947,0.00005697188],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9676566,0.0001608112,0.00716309,0.0001301228,0.00004249309,0.0007257575,0.003438145,0.0002663029,0.02041674],"genre_scores_gemma":[0.9772838,0.0001692038,0.006145109,0.00002275691,0.00001001497,0.0002270548,0.002731044,0.00003906058,0.01337197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8381463,"threshold_uncertainty_score":0.3218232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208724442592055,"score_gpt":0.248751337449873,"score_spread":0.2366640930239525,"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."}}