{"id":"W2551781697","doi":"","title":"Economic Effects of Using 5 in + 1 H Tool in Limiting the Noise Sources in the Internal Transport","year":2015,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Modeling, Simulation, and Optimization","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Limiting; Noise (video); Environmental science; Economics; Econometrics; Computer science; Engineering; Artificial intelligence; Mechanical engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009545526,0.00006000368,0.0002567024,0.00003426059,0.000009304948,0.000004750038,0.00009694448,0.00002418732,8.812715e-7],"category_scores_gemma":[0.00007637334,0.00004238226,0.0000326092,0.00003850123,0.00002170651,0.00007795691,0.000009886304,0.00005384408,1.730594e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003030332,"about_ca_system_score_gemma":0.00003936319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001029181,"about_ca_topic_score_gemma":0.0003023763,"domain_scores_codex":[0.9992979,0.00003972856,0.0004961052,0.00008518522,0.00001675325,0.00006431675],"domain_scores_gemma":[0.9994208,0.0001870972,0.0002575121,0.0001186311,0.00001175804,0.000004229434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004201661,0.0001277168,0.1230684,0.007184364,0.00001271614,0.000002272642,0.009701491,0.7529629,0.000004421595,0.09321915,0.0000171192,0.01365738],"study_design_scores_gemma":[0.0007415499,0.00002663159,0.007941049,0.006242894,0.00002133074,0.000003338725,0.0001289649,0.9670219,0.00003655531,0.01724333,0.0004769014,0.0001155609],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9877433,0.0111262,0.0006466741,0.00005998995,0.00002743675,0.0002822178,0.000001942524,6.985545e-7,0.000111529],"genre_scores_gemma":[0.9369252,0.06159836,0.001388066,0.000058106,0.00001513973,0.000006497512,0.000001043569,0.000004931233,0.000002698961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.214059,"threshold_uncertainty_score":0.1728298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04587086169090719,"score_gpt":0.2831238601906316,"score_spread":0.2372529984997244,"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."}}