{"id":"W2079540622","doi":"10.5539/mas.v9n5p177","title":"Passenger Transport Management Methodology Based on the Econometric Analysis of Demand for Trans-Regional Transportation in Respect to the Innovation Economic Development Stage","year":2015,"lang":"en","type":"article","venue":"Modern Applied Science","topic":"Transportation Systems and Logistics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Population; Goods and services; Industrial organization; Order (exchange); Business; Economics; Econometric model; Supply and demand; Economic system; Economy; Microeconomics; Finance","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":[0.002671066,0.0001099997,0.0002112713,0.001101323,0.0000671318,0.00001521479,0.0002710698,0.00003449113,0.00001009252],"category_scores_gemma":[0.000006837393,0.00007806525,0.000040765,0.002311731,0.00006668939,0.0000465495,0.000001253448,0.0000584917,0.00000170161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001547756,"about_ca_system_score_gemma":0.0000943254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001995638,"about_ca_topic_score_gemma":0.001204222,"domain_scores_codex":[0.9988029,0.00001731354,0.0005097297,0.0002506647,0.0002364505,0.0001829325],"domain_scores_gemma":[0.9994446,0.0001818981,0.00007177066,0.0002087189,0.0000526492,0.00004035294],"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":[0.00004342198,0.00001376467,0.001050429,0.00002234075,0.00004911686,3.146559e-7,0.002698963,0.9717177,0.0008311812,0.02156013,0.00001437729,0.001998249],"study_design_scores_gemma":[0.0005037237,0.00002811968,0.3385476,0.000008335332,0.00009484073,4.572419e-8,0.0007078171,0.6536609,0.002770963,0.000514199,0.002978121,0.0001853729],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3142751,0.000006936338,0.6845493,0.000147887,0.00004883213,0.0004809067,0.000031753,0.0000158179,0.0004434767],"genre_scores_gemma":[0.9884151,0.000001479933,0.01111785,0.0001185339,0.000008203894,0.0002684228,0.00004342879,0.000009398495,0.00001753943],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.67414,"threshold_uncertainty_score":0.3183408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1331580827721494,"score_gpt":0.2985913793537135,"score_spread":0.1654332965815641,"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."}}