{"id":"W7051752150","doi":"","title":"A pavement maintenance management system designed for the city of W nnipeg","year":2007,"lang":"en","type":"other","venue":"Library and Archives Canada (Government of Canada)","topic":"Laser-Plasma Interactions and Diagnostics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pavement management; Preventive maintenance; Maintenance actions; Highway maintenance; Ranking (information retrieval); Planned maintenance; Computerized maintenance management system; Pavement engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00001432867,0.0002030571,0.0002675729,0.00003230874,0.0000971508,0.00001408623,0.0002226027,0.00002182306,0.0003748014],"category_scores_gemma":[6.129547e-7,0.0001518495,0.00005860121,0.00005172276,0.00005409644,0.00004203578,0.00009128739,0.00007827855,8.550647e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008492962,"about_ca_system_score_gemma":0.0003376935,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01009636,"about_ca_topic_score_gemma":0.00814853,"domain_scores_codex":[0.9985904,0.0000189299,0.0002872873,0.0001948807,0.0006698394,0.0002386609],"domain_scores_gemma":[0.9989119,0.0004053505,0.0003324329,0.0002508301,9.098152e-7,0.00009864334],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002414789,0.00009641286,0.004003938,0.001301151,0.00096643,0.00002285911,0.00002496453,0.00008907308,0.0001580167,0.7658234,0.2142393,0.01303294],"study_design_scores_gemma":[0.000630954,0.00005962608,0.001240816,0.000921671,0.0001648514,8.245048e-7,0.003871822,0.0005570771,0.01181668,0.0003444354,0.9801202,0.0002710362],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001263122,0.0000669741,0.01922286,0.0002988239,0.0003594314,0.0006369196,0.001389286,0.00000819382,0.9778912],"genre_scores_gemma":[0.2946003,0.00005878873,0.003488612,0.0001928475,0.0001681932,0.0000776142,0.00002898935,0.00009579991,0.7012888],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7658809,"threshold_uncertainty_score":0.9964955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004312341271374862,"score_gpt":0.162304525976205,"score_spread":0.1579921847048301,"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."}}