{"id":"W601740282","doi":"","title":"Green Decision Making Framework for Pavement Surface Rehabilitations","year":2013,"lang":"en","type":"article","venue":"2013 CONFERENCE AND EXHIBITION OF THE TRANSPORTATION ASSOCIATION OF CANADA - TRANSPORTATION: BETTER - FASTER - SAFER","topic":"Asphalt Pavement Performance Evaluation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Greenhouse gas; Life cycle costing; Life-cycle assessment; Christian ministry; Ranking (information retrieval); Carbon footprint; Activity-based costing; Environmental economics; Engineering; Scale (ratio); Business; Transport engineering; Natural resource economics; Environmental science; Production (economics); Economics; Computer science; Geography","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":[0.006474976,0.001822049,0.001674413,0.001489927,0.001278478,0.005159215,0.003420223,0.003065955,0.01237161],"category_scores_gemma":[0.007556097,0.0008641594,0.002172527,0.002153455,0.002396422,0.002720752,0.002467864,0.003683801,0.001445499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006407016,"about_ca_system_score_gemma":0.005934866,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02272886,"about_ca_topic_score_gemma":0.01558649,"domain_scores_codex":[0.9957854,0.002388816,0.0001347222,0.0004531874,0.0008200747,0.0004178004],"domain_scores_gemma":[0.9966329,0.002221351,0.0002298094,0.0001170376,0.0006103793,0.000188492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002105322,0.00004785829,0.0001830693,0.00006540836,0.00003250931,0.0001206983,0.0000851599,0.6413359,0.0001409386,0.3499759,0.001432946,0.006558619],"study_design_scores_gemma":[0.00002105779,0.00002768488,0.00008099783,0.00003350986,0.00001688371,0.0000223263,0.0000702885,0.7732548,0.00007864592,0.2201195,0.006258974,0.00001538639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007840016,0.0009907698,0.9389582,0.002885442,0.0001913362,0.0002672344,0.0005818864,0.0001653114,0.04811972],"genre_scores_gemma":[0.5416254,0.002079305,0.4278964,0.0007474098,0.0003831036,0.001354227,0.0009349267,0.0001600596,0.02481907],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9772711,"threshold_uncertainty_score":0.04648644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163687163163208,"score_gpt":0.226889378211849,"score_spread":0.2152525065802169,"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."}}