{"id":"W4232189421","doi":"10.1061/(asce)up.1943-5444.0000103","title":"Reviewers","year":2011,"lang":"en","type":"article","venue":"Journal of Urban Planning and Development","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Universitat Politècnica de València; University of California, Los Angeles; Khulna University; Nanjing University; Bozok Üniversitesi; National Chiao Tung University; Universität für Bodenkultur Wien; Jordan University of Science and Technology; Universitat de València; Shanghai Educational Development Foundation; Yonsei University; Technische Universiteit Delft; University of Tehran; Deakin University; Istanbul Teknik Üniversitesi; Universidad del Atlántico; Politecnico di Torino; Chinese Academy of Sciences; University of Regina; University of Memphis; University of California, Santa Barbara; Carnegie Mellon University; Texas Tech University; Iowa State University; École Polytechnique Fédérale de Lausanne; Florida Atlantic University; University of Salford Manchester; East Carolina University; DePaul University; RMIT University; National University of Singapore; Rensselaer Polytechnic Institute; Ohio State University","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0009094495,0.0001088699,0.0002341459,0.000178326,0.00007415452,0.00001943819,0.0001092022,0.00003234018,0.00006660262],"category_scores_gemma":[0.00008202313,0.00008158248,0.00003268039,0.00008831418,0.00002832142,0.0001310008,0.00002839443,0.0001661744,0.0001232801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005848888,"about_ca_system_score_gemma":0.0001567941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001329069,"about_ca_topic_score_gemma":1.913274e-7,"domain_scores_codex":[0.9989526,0.00003534362,0.0004917296,0.00008240901,0.0002689823,0.0001689692],"domain_scores_gemma":[0.9992128,0.00002540126,0.0004027896,0.00006525422,0.0001288341,0.0001649166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003281833,0.0001376758,0.6666342,0.00009205587,0.0002987003,0.000619087,0.04432782,0.000006656258,0.0005498299,0.00009831897,0.2656052,0.02130227],"study_design_scores_gemma":[0.0008423669,0.0001708824,0.3511851,0.0009440067,0.00003983983,0.0008661966,0.000868047,0.000005094661,0.002200447,0.00007363292,0.6425385,0.0002659478],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9470499,0.02921287,0.0016915,0.00004928617,0.0007413323,0.0001241275,0.000001947309,0.0000527157,0.02107629],"genre_scores_gemma":[0.9365014,0.00008006614,0.06263604,0.0001664093,0.0001176564,0.000001336785,0.000001126409,0.00002987126,0.000466041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3769333,"threshold_uncertainty_score":0.3326837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09248879002626678,"score_gpt":0.2691589747963692,"score_spread":0.1766701847701025,"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."}}