{"id":"W3013599416","doi":"10.24012/dumf.404832","title":"Yüksek Hızlı Demiryolları, Yolcu Ve Yük Taşımacılığı Karşılaştırmaları Bağlamında Küresel Ölçekli Bir Derleme Çalışması","year":2020,"lang":"tr","type":"article","venue":"DÜMF Mühendislik Dergisi","topic":"Transportation Planning and Optimization","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Stantec (Canada)","funders":"","keywords":"Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001127026,0.00109023,0.001160898,0.0003866253,0.002002252,0.0008317375,0.001502717,0.001017932,0.003910127],"category_scores_gemma":[0.0007714047,0.001204314,0.0006576621,0.002907592,0.0007014538,0.001384173,0.0001539828,0.001309052,0.002391109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003103633,"about_ca_system_score_gemma":0.0009281235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001477556,"about_ca_topic_score_gemma":0.001716691,"domain_scores_codex":[0.9915088,0.0006891441,0.001746193,0.001883095,0.002161635,0.002011164],"domain_scores_gemma":[0.9955968,0.0005817666,0.000912169,0.0006733711,0.0006335741,0.001602283],"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":[0.001498084,0.001496534,0.2643247,0.001276605,0.001853564,0.001301583,0.2764137,0.03884464,0.001446604,0.06007041,0.3352811,0.01619251],"study_design_scores_gemma":[0.004758665,0.0006477398,0.03827097,0.0004319134,0.001014226,0.00001867318,0.04600945,0.02085577,0.0006194909,0.001085426,0.8830927,0.003195],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4825618,0.02191962,0.06399428,0.1484089,0.01731559,0.008555867,0.006254564,0.007242874,0.2437465],"genre_scores_gemma":[0.980004,0.002534538,0.004356015,0.004353073,0.002058069,0.0001005521,0.00131394,0.0002367061,0.0050431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5478116,"threshold_uncertainty_score":0.999297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03360330740992459,"score_gpt":0.2849273723931262,"score_spread":0.2513240649832016,"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."}}