{"id":"W4288447308","doi":"10.1061/9780784484289.015","title":"The Paris of the Prairies Leads the Way for Pipeline Management","year":2022,"lang":"en","type":"article","venue":"Pipelines 2022","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatoon City Hospital","funders":"","keywords":"Pipeline (software); Computer science; Programming language","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":[0.0007884905,0.000660426,0.0002490534,0.0006431429,0.0043685,0.003821936,0.0007851948,0.0009305032,0.06385455],"category_scores_gemma":[0.001779992,0.000421312,0.0003299853,0.0009301011,0.001641832,0.001506395,0.003199045,0.001926229,0.01280697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005669513,"about_ca_system_score_gemma":0.02252381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4020792,"about_ca_topic_score_gemma":0.6797356,"domain_scores_codex":[0.9993865,0.0001109717,0.00002024705,0.0001316172,0.0001991342,0.0001514806],"domain_scores_gemma":[0.9984416,0.0001001583,0.00009690663,0.0001738994,0.0007066724,0.0004807483],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000111551,0.0001137368,0.04456721,0.0001943003,0.00006837099,0.001662547,0.003298911,0.001832525,0.00715702,0.03213551,0.5755149,0.3333435],"study_design_scores_gemma":[0.000008928632,0.0000360808,0.02176411,0.000092942,0.00001061052,0.0002128064,0.003515157,0.0007638896,0.0006658834,0.001780295,0.9711115,0.00003777033],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09670673,0.003796011,0.03669281,0.06488757,0.004174843,0.0006757322,0.00673722,0.004683466,0.7816457],"genre_scores_gemma":[0.2669576,0.002633639,0.03662702,0.004990394,0.0001816299,0.0001289104,0.001821002,0.00076218,0.6858976],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5979208,"threshold_uncertainty_score":0.7994777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006333362810975178,"score_gpt":0.2035072051111143,"score_spread":0.1971738423001391,"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."}}