{"id":"W7005320783","doi":"","title":"Public Transportation: Federal Project Approval Process Remains a Barrier to Greater Private Sector Role and DOT Could Enhance Efforts to Assist Project Sponsors","year":2009,"lang":"en","type":"report","venue":"University of North Texas Digital Library (University of North Texas)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Private sector; Government (linguistics); Accountability; Public sector; Competition (biology); Transit (satellite); Process (computing)","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":[0.02540006,0.0006006019,0.0004142798,0.001526645,0.008979575,0.009834103,0.001794274,0.005801138,0.02735118],"category_scores_gemma":[0.03328346,0.0006845634,0.0006223476,0.001885194,0.002556323,0.00462675,0.003315811,0.005123926,0.006823745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007015555,"about_ca_system_score_gemma":0.07955289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1017375,"about_ca_topic_score_gemma":0.1823748,"domain_scores_codex":[0.9707655,0.006623101,0.002330088,0.001766581,0.01445737,0.004057373],"domain_scores_gemma":[0.934763,0.01288893,0.00340258,0.004642613,0.04057171,0.003731248],"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":[0.00006512413,0.0002751982,0.007652626,0.0005813225,0.00002017311,0.0004102119,0.002165756,0.0003458886,0.002023514,0.03972393,0.8350972,0.1116391],"study_design_scores_gemma":[0.00002533344,0.0001546417,0.008689445,0.0002952914,0.00002117179,0.000185896,0.002476931,0.0003391478,0.001696261,0.0015796,0.9845071,0.00002925568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04815633,0.003701427,0.03417792,0.4393532,0.008570851,0.004174592,0.003872683,0.003758915,0.4542341],"genre_scores_gemma":[0.2048118,0.004598802,0.04012819,0.08929062,0.001079805,0.002930722,0.00534204,0.000707172,0.6511108],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1017375,"threshold_uncertainty_score":0.2022907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01371012626780437,"score_gpt":0.218699357882353,"score_spread":0.2049892316145486,"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."}}