{"id":"W2097194553","doi":"10.2172/814533","title":"Demonstration Project 111, ITS/CVO Technology Truck, Final Project Report","year":2002,"lang":"en","type":"report","venue":"","topic":"Transport Systems and Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Truck; Outreach; Unit (ring theory); Transport engineering; Engineering; Oak Ridge National Laboratory; Emerging technologies; Productivity; Business; Engineering management; Computer science; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0004308946,0.0007523375,0.001145009,0.00177774,0.00007929335,0.00004519347,0.0004442442,0.002684248,0.0002199013],"category_scores_gemma":[0.00009812648,0.0006981913,0.0002876013,0.001149497,0.0001129061,0.0001443459,0.00004190962,0.001345696,0.0001033696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004039701,"about_ca_system_score_gemma":0.0008363192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004494198,"about_ca_topic_score_gemma":0.0008071237,"domain_scores_codex":[0.9961217,0.00001749085,0.001540858,0.000867561,0.0007061671,0.000746193],"domain_scores_gemma":[0.9981315,0.00002103051,0.0003648041,0.001088637,0.0003441079,0.0000498867],"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":[0.00003465212,0.0004402237,0.01730657,0.009596663,0.002488092,0.02097173,0.0002285799,0.0003328938,0.004121185,0.006943993,0.8120885,0.1254469],"study_design_scores_gemma":[0.0003183541,0.0001694,0.0002633414,0.000328136,0.0001713514,0.01714929,0.00007413002,0.0005073579,0.001792228,0.00009334545,0.9781444,0.0009886248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01268692,0.00714802,0.006177416,0.0002083451,0.004445241,0.003849451,0.0001587927,0.01328315,0.9520426],"genre_scores_gemma":[0.7962691,0.008379462,0.008557283,0.00001528864,0.001697261,0.002452611,0.001130166,0.00072288,0.180776],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7835822,"threshold_uncertainty_score":0.9995469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05617489610846938,"score_gpt":0.2753442580600017,"score_spread":0.2191693619515323,"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."}}