{"id":"W2244820167","doi":"","title":"ALBERTA'S BENCHMARK MODEL FOR MAINTENANCE WINTER SERVICE DELIVERY","year":2004,"lang":"en","type":"article","venue":"Transportation Research E-Circular","topic":"Infrastructure Maintenance and Monitoring","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Truck; Government (linguistics); Transport engineering; Service (business); Business; Unit (ring theory); Benchmark (surveying); Operations management; Finance; Engineering; Operations research; Marketing; Geography; Mathematics","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":[0.001634057,0.001391235,0.001011158,0.001929111,0.001386017,0.002773861,0.005192673,0.002072118,0.01463399],"category_scores_gemma":[0.004157517,0.0009190439,0.001111727,0.002548479,0.0009588741,0.001544321,0.0008828301,0.001974849,0.00243666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01594157,"about_ca_system_score_gemma":0.009982152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7454776,"about_ca_topic_score_gemma":0.6555517,"domain_scores_codex":[0.9989367,0.0002117525,0.0000360144,0.0001723912,0.0004004688,0.0002427473],"domain_scores_gemma":[0.9984243,0.0003845707,0.00009524041,0.00007677131,0.0008811844,0.000137962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001155984,0.00006038216,0.001551352,0.00003593737,0.00001742167,0.00007031352,0.00006412354,0.9626048,0.0002012649,0.02171844,0.007011913,0.006548515],"study_design_scores_gemma":[0.00004004753,0.00002849697,0.001001776,0.00001604802,0.00001664399,0.0000179515,0.00008225608,0.9863148,0.0001108579,0.005026232,0.007323194,0.0000218438],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2966739,0.001680288,0.3093985,0.003739507,0.0005480071,0.001332584,0.034361,0.004159787,0.3481064],"genre_scores_gemma":[0.8108369,0.0009058185,0.05535066,0.0002914385,0.00004694849,0.0006926766,0.01134011,0.0003724336,0.120163],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2545224,"threshold_uncertainty_score":0.5120428,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02718119027835399,"score_gpt":0.2808142305074751,"score_spread":0.2536330402291211,"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."}}