{"id":"W2323475714","doi":"10.1061/40475(278)49","title":"Sustainable Management for Highway Construction","year":2000,"lang":"en","type":"article","venue":"","topic":"Construction Project Management and Performance","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Sustainability; Road construction; Aggregate (composite); Transport engineering; Non-renewable resource; Environmental economics; Business; Engineering; Renewable energy; Economics","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":[0.001300552,0.0003907521,0.0001754024,0.0008709843,0.001319601,0.002670779,0.0005699902,0.001252151,0.01363552],"category_scores_gemma":[0.001820935,0.000103296,0.0001930081,0.001349506,0.0009294221,0.001234217,0.001303512,0.0009943438,0.001477859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003357727,"about_ca_system_score_gemma":0.006723684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006683905,"about_ca_topic_score_gemma":0.01775378,"domain_scores_codex":[0.9990674,0.0003499348,0.00003981465,0.00007029181,0.0003811921,0.00009147658],"domain_scores_gemma":[0.9995186,0.00008357447,0.00007536362,0.00003960906,0.0001965232,0.00008626072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000009758362,0.00008231409,0.001109442,0.0001982345,0.00001123682,0.0001083105,0.0003061993,0.008152598,0.0005808822,0.6181833,0.1173136,0.2539441],"study_design_scores_gemma":[0.000006977462,0.00005847776,0.00158005,0.0003871403,0.000006175903,0.0000799917,0.0008084574,0.005811218,0.000357607,0.2419517,0.7489343,0.00001791678],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01799972,0.03405565,0.091392,0.1396729,0.001849698,0.0004210685,0.0006092105,0.0003233667,0.7136765],"genre_scores_gemma":[0.5300865,0.05004657,0.1188311,0.008277372,0.001800025,0.0007145657,0.001080333,0.0001291227,0.2890344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01363552,"threshold_uncertainty_score":0.04561538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04179872735255683,"score_gpt":0.334096504278659,"score_spread":0.2922977769261021,"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."}}