{"id":"W4377989921","doi":"10.14324/111.9781800084407","title":"Everyday Streets","year":2023,"lang":"en","type":"book","venue":"UCL Press eBooks","topic":"Urbanization and City Planning","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography","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":[0.0002740409,0.0001646943,0.0002049912,0.00008187802,0.0003735169,0.0001566314,0.0004006043,0.0003967569,0.0002314577],"category_scores_gemma":[0.0001073613,0.0001806531,0.00008599985,0.00001780274,0.0001629959,0.00004410145,0.00009876855,0.0002858363,0.0003874885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00011938,"about_ca_system_score_gemma":0.0004834387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007218808,"about_ca_topic_score_gemma":0.001061563,"domain_scores_codex":[0.9985966,0.00009481687,0.0001876527,0.000276401,0.0005395988,0.0003049314],"domain_scores_gemma":[0.9992664,0.0001478398,0.00013353,0.0002250349,0.00009445449,0.0001327818],"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":[0.000002979162,0.000004286775,0.00001513735,0.0000269743,0.00004248212,0.00002597186,0.008063983,0.000004960181,0.000001494608,0.2073184,0.7816969,0.002796426],"study_design_scores_gemma":[0.00007615579,0.000006580024,0.00001630924,0.00009920083,0.00002875144,2.082835e-7,0.0001098036,0.000009840553,0.000007283689,0.003852817,0.9955832,0.0002098897],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000006533261,0.0001143652,0.00003483611,0.00004330798,0.0008628643,0.0002452605,0.00004838629,0.0005287442,0.9981157],"genre_scores_gemma":[0.0002508799,0.00003536458,0.00002020531,0.0002019635,0.0008698442,0.00001340275,0.00006856122,0.00005312752,0.9984866],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2138862,"threshold_uncertainty_score":0.7366821,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07972734632941074,"score_gpt":0.306903145343752,"score_spread":0.2271757990143413,"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."}}