{"id":"W4402060672","doi":"10.1061/9780784485590.005","title":"The City of Calgary’s Nose Creek Sanitary Sewer Trunk: Phase B Contract 4","year":2024,"lang":"en","type":"article","venue":"","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Civil engineering; Phase (matter); Engineering; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002823775,0.0005141821,0.000342607,0.000815884,0.005643439,0.005522887,0.001821103,0.003984567,0.0443855],"category_scores_gemma":[0.002309563,0.0006983658,0.0003550087,0.0008322832,0.001281588,0.0008317636,0.002858153,0.002163973,0.006328679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01531029,"about_ca_system_score_gemma":0.07098903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4930358,"about_ca_topic_score_gemma":0.7099701,"domain_scores_codex":[0.9970136,0.0002047105,0.0000538264,0.000245762,0.001417436,0.001064616],"domain_scores_gemma":[0.9959985,0.0002202624,0.0001104516,0.0002408993,0.001693769,0.001736226],"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":[0.001067168,0.001915559,0.03281958,0.0005498566,0.00004427883,0.004471863,0.005626404,0.01234767,0.02221305,0.04562928,0.6125446,0.2607707],"study_design_scores_gemma":[0.0001623999,0.0006334625,0.04326764,0.0001315936,0.000006903972,0.0002158374,0.006541454,0.001597835,0.002999518,0.0009912947,0.9434053,0.00004670697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2719226,0.0005523347,0.0105739,0.01069835,0.0007435447,0.008181308,0.004019374,0.0006342307,0.6926744],"genre_scores_gemma":[0.1762621,0.0003794888,0.01195798,0.003805878,0.00005861285,0.001512128,0.002846397,0.0002654972,0.8029119],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4930358,"threshold_uncertainty_score":0.9803321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005862285213501664,"score_gpt":0.2397052530113218,"score_spread":0.2338429677978201,"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."}}