{"id":"W3048093421","doi":"10.1061/9780784483190.011","title":"Ridge Regional Water Supply: 140-Mile Pipeline Brings Water for the Next Generation","year":2020,"lang":"en","type":"article","venue":"Pipelines 2020","topic":"Geotechnical Engineering and Underground Structures","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dawson College","funders":"","keywords":"Water supply; Schedule; Raw water; Groundwater; Environmental science; General partnership; Pipeline (software); Engineering; Civil engineering; Water resource management; Computer science; Environmental engineering; Business; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0005882697,0.0002881621,0.0001370642,0.0002843408,0.001465058,0.001318166,0.0005777912,0.0004181415,0.04599825],"category_scores_gemma":[0.0005624054,0.0002412503,0.0002402699,0.000379473,0.0003181994,0.0006840648,0.0012322,0.000663698,0.00891903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243562,"about_ca_system_score_gemma":0.005605027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02206846,"about_ca_topic_score_gemma":0.06080879,"domain_scores_codex":[0.9994168,0.00006909157,0.00001037733,0.00007570803,0.0003268852,0.0001011279],"domain_scores_gemma":[0.9996079,0.00001639532,0.00002213269,0.00004969452,0.0001547591,0.0001491448],"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":[0.0004087015,0.0008067609,0.01515748,0.0003006635,0.00004418689,0.001439418,0.001332539,0.005664602,0.03308389,0.03878,0.4585758,0.4444059],"study_design_scores_gemma":[0.00007398083,0.0003872409,0.008804347,0.00001948631,0.0000128797,0.0003778868,0.0005351537,0.003219707,0.006322394,0.001256917,0.9789698,0.00002012879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1553923,0.00045845,0.05904158,0.004210372,0.0004532187,0.001211261,0.005361882,0.01079305,0.7630779],"genre_scores_gemma":[0.335091,0.0004190611,0.05226761,0.0005965058,0.00009991187,0.000360226,0.004387524,0.00194351,0.6048346],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04599825,"threshold_uncertainty_score":0.1538795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04172094176586665,"score_gpt":0.2195526170762316,"score_spread":0.1778316753103649,"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."}}