{"id":"W4389147287","doi":"10.54254/2753-8818/14/20240872","title":"Study on flying car transportation system","year":2023,"lang":"en","type":"article","venue":"Theoretical and Natural Science","topic":"Transportation and Mobility Innovations","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Praxis Spinal Cord Institute","funders":"","keywords":"Transport engineering; Ground transportation; Space (punctuation); Dimension (graph theory); Traffic congestion; Order (exchange); Development (topology); Population; Computer science; Engineering; Business","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002387538,0.0003216756,0.000267861,0.0009908307,0.001183387,0.001233869,0.0005573725,0.0006476488,0.008668554],"category_scores_gemma":[0.0006632222,0.0001231149,0.000593412,0.0008928686,0.0005665888,0.002339261,0.0005552473,0.0005925939,0.000815011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001447891,"about_ca_system_score_gemma":0.0009595809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01766037,"about_ca_topic_score_gemma":0.006110273,"domain_scores_codex":[0.9997755,0.0000446989,0.000009346338,0.00005814788,0.00005856232,0.00005388941],"domain_scores_gemma":[0.9998608,0.00003088887,0.00001737754,0.00001000102,0.00006446025,0.00001638896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002261416,0.00003108643,0.005091336,0.0002673522,0.0000286811,0.0008258369,0.000849911,0.04463721,0.002218219,0.9064187,0.009677555,0.02993153],"study_design_scores_gemma":[0.00002188281,0.000186615,0.009218724,0.0003110337,0.00008079969,0.002232721,0.003319666,0.4621266,0.002139744,0.3042709,0.2159872,0.0001040432],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2806812,0.02863069,0.255273,0.006035852,0.001192293,0.000266073,0.0008426981,0.0001842323,0.426894],"genre_scores_gemma":[0.9374903,0.01271564,0.01292159,0.0003464327,0.000416883,0.00008002711,0.0004041783,0.00003832481,0.03558664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01766037,"threshold_uncertainty_score":0.03511518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009486870210230655,"score_gpt":0.2522630104320985,"score_spread":0.2427761402218679,"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."}}