{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003508713,0.0005180867,0.0002996446,0.0008525285,0.001124962,0.000780231,0.0009126723,0.000349695,0.007259447],"category_scores_gemma":[0.0007313099,0.0002939277,0.00022438,0.0008109706,0.0002477451,0.0004784616,0.0004699588,0.0003157294,0.001735363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002305219,"about_ca_system_score_gemma":0.003306457,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1760708,"about_ca_topic_score_gemma":0.2538011,"domain_scores_codex":[0.9997073,0.00003168942,0.0000108046,0.0001195042,0.00008293508,0.00004771307],"domain_scores_gemma":[0.9997359,0.00002445564,0.00002147391,0.00004731414,0.000113459,0.00005747436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001167107,0.000547223,0.05308458,0.0004851226,0.0001688808,0.001091718,0.001307681,0.0535379,0.1110237,0.003656061,0.03207723,0.7418527],"study_design_scores_gemma":[0.0005467251,0.001372978,0.23835,0.0001754465,0.0004547447,0.000879664,0.0014614,0.3570393,0.08493806,0.001256406,0.3131848,0.0003404526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6489383,0.0005689089,0.2393904,0.0004851998,0.0001537271,0.004630588,0.007100868,0.03249786,0.06623418],"genre_scores_gemma":[0.7968816,0.0003479122,0.1623113,0.00009346531,0.00001738768,0.0008807754,0.006386001,0.000374133,0.03270746],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8239292,"threshold_uncertainty_score":0.3500919,"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."}}