{"id":"W2359224595","doi":"","title":"Smart Commute Workplace Program Business Case Review","year":2016,"lang":"en","type":"article","venue":"Transportation Research Board 95th Annual MeetingTransportation Research Board","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"TRIPS architecture; Liberian dollar; Business; Transport engineering; Business case; Traffic congestion; Finance; Investment (military); Operations management; Engineering","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":[0.003472236,0.0003929778,0.0003844485,0.00268779,0.00105176,0.002176474,0.001426776,0.001731879,0.007216306],"category_scores_gemma":[0.01436196,0.000271129,0.0006751894,0.005134121,0.000615452,0.001409811,0.001016272,0.0009873036,0.001335695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003434699,"about_ca_system_score_gemma":0.007765994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0102595,"about_ca_topic_score_gemma":0.02403131,"domain_scores_codex":[0.9962313,0.00152265,0.0004405717,0.000192868,0.001181991,0.0004306101],"domain_scores_gemma":[0.9901281,0.005625298,0.001250752,0.0002964638,0.00220959,0.0004897368],"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":[0.0001713927,0.0007509607,0.0152465,0.02714342,0.0001990904,0.036442,0.005319933,0.003063443,0.001145421,0.03176016,0.1952798,0.6834779],"study_design_scores_gemma":[0.0000231436,0.0002239035,0.006284597,0.01592804,0.0001320388,0.01678062,0.006713233,0.0007943453,0.0009458333,0.001435481,0.9507011,0.00003767232],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1064766,0.5851592,0.01030562,0.0285898,0.001970838,0.002138262,0.00152338,0.0002288375,0.2636074],"genre_scores_gemma":[0.3765741,0.5759004,0.01216777,0.006786716,0.0007630528,0.00107387,0.001785872,0.000125885,0.02482237],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0102595,"threshold_uncertainty_score":0.02492064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08287430046476967,"score_gpt":0.4315902153416318,"score_spread":0.3487159148768622,"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."}}