{"id":"W7099391782","doi":"","title":"SUMMARY","year":2015,"lang":"en","type":"article","venue":"","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Investment (military); Sustainability; Public transport; Fleet management; Service (business); Capital expenditure; Strategic planning; Software deployment; Public sector; Public policy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001011174,0.0006774825,0.0005206252,0.001337558,0.002009491,0.00416592,0.001435312,0.002055393,0.5075288],"category_scores_gemma":[0.003705874,0.0002641965,0.000576222,0.001236823,0.0004326832,0.002265124,0.00247058,0.001560967,0.3256926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001829844,"about_ca_system_score_gemma":0.003940427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004715743,"about_ca_topic_score_gemma":0.006012768,"domain_scores_codex":[0.9988078,0.0001287352,0.00008837812,0.0002173072,0.0005507842,0.0002069712],"domain_scores_gemma":[0.9977376,0.0001762791,0.00007961608,0.0002139606,0.001261641,0.0005309817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007148102,0.00005087016,0.0007118195,0.0001874619,0.00000504537,0.0001504431,0.0001572558,0.00008184242,0.0002824545,0.009058837,0.8509634,0.1382791],"study_design_scores_gemma":[0.000004914195,0.00001812564,0.0005420066,0.00007808513,0.000002033468,0.00008964953,0.0001170176,0.00002426517,0.00009216098,0.0009102952,0.9981177,0.000003837046],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002819858,0.004199739,0.003304166,0.02038802,0.01659389,0.0004635411,0.008748208,0.001242164,0.9422404],"genre_scores_gemma":[0.01174108,0.003166987,0.00169056,0.006148107,0.001804521,0.000193973,0.006537312,0.0002632375,0.9684543],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4924712,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02861677044666166,"score_gpt":0.2299937688193899,"score_spread":0.2013769983727282,"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."}}