{"id":"W2905535955","doi":"10.1088/1757-899x/451/1/012163","title":"Pedestrian spaces of historical center of st. petersburg: problems and future development","year":2018,"lang":"en","type":"article","venue":"IOP Conference Series Materials Science and Engineering","topic":"Transportation Systems and Logistics","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedestrian; Quarter (Canadian coin); Geography; Recreation; Center (category theory); St petersburg; Attractiveness; Environmental planning; Transport engineering; Regional science; Engineering; Political science; Archaeology; Russian federation; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002170055,0.0001109105,0.0002097026,0.00009404908,0.00004607132,0.0000554857,0.00009453918,0.00004020931,0.00002756027],"category_scores_gemma":[0.00001214636,0.00009782121,0.000007116542,0.0001325082,0.0001821126,0.0002385087,0.0000195241,0.00002906374,4.396523e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003176593,"about_ca_system_score_gemma":0.00004489726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002689388,"about_ca_topic_score_gemma":0.00001680828,"domain_scores_codex":[0.9992485,0.000003557839,0.0002785615,0.000130229,0.0001709454,0.0001681782],"domain_scores_gemma":[0.999646,0.000006469445,0.00004764352,0.00008571909,0.0001477476,0.00006644089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001168813,0.000008332227,0.0006001551,0.001188123,0.00001293485,0.000001396083,0.004421153,0.0002107629,0.9894269,0.002260366,0.00002575455,0.001832431],"study_design_scores_gemma":[0.0004787823,0.0002493809,0.04558441,0.0004006521,0.00001760105,0.00003100521,0.001189311,0.0007997123,0.8636222,0.00003843385,0.08708519,0.0005032768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997052,0.0001385522,0.001702181,0.00003061849,0.0007495664,0.00008103775,0.00001763635,0.00004804997,0.0001804059],"genre_scores_gemma":[0.9973843,0.0001615438,0.002328661,0.000001323521,0.00009283248,0.000005398933,0.00000227493,0.000007895761,0.00001573943],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1258046,"threshold_uncertainty_score":0.3989033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.019966578267407,"score_gpt":0.1969775214430113,"score_spread":0.1770109431756043,"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."}}