{"id":"W4360612423","doi":"10.1080/07352166.2023.2179808","title":"<i>Livable streets 2.0</i> , by Bruce and Donald Appleyard <b> <i>Livable streets 2.0</i> </b> , by Bruce and Donald Appleyard, Amsterdam, Netherlands, Elsevier Inc, 2021","year":2023,"lang":"en","type":"article","venue":"Journal of Urban Affairs","topic":"Urban Planning and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sociology; Media studies; Art history; Art; Political science","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"],"consensus_categories":[],"category_scores_codex":[0.002031821,0.0005183714,0.0009098601,0.0002947022,0.0007437142,0.0004751328,0.0007513521,0.00036127,0.0001243143],"category_scores_gemma":[0.0002741661,0.0004773082,0.0002092187,0.001208556,0.00053051,0.0009153392,0.0002264451,0.000859885,0.00004785921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001700882,"about_ca_system_score_gemma":0.0003229541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001438198,"about_ca_topic_score_gemma":0.001684971,"domain_scores_codex":[0.9953038,0.000372979,0.000975905,0.0006575043,0.001572305,0.001117478],"domain_scores_gemma":[0.9968646,0.0006731304,0.001055367,0.0003700679,0.000256846,0.0007800414],"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":[0.0001504428,0.0001215162,0.02853816,0.00006379041,0.000139671,0.0001070416,0.002518025,0.00003597265,0.00165644,0.0001649881,0.9562714,0.01023251],"study_design_scores_gemma":[0.00176862,0.0003009415,0.001367583,0.000351213,0.0001204893,0.00005981722,0.004919237,0.00009925709,0.0003950529,0.0003753806,0.9896352,0.0006072549],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7490557,0.09128398,0.0003393296,0.04110733,0.003147289,0.001714763,0.002399429,0.0004252732,0.1105269],"genre_scores_gemma":[0.9101738,0.0137165,0.0005136145,0.00106357,0.001473156,0.00002145607,0.00008820728,0.0001125595,0.07283708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1611181,"threshold_uncertainty_score":0.9997678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00711676874038657,"score_gpt":0.2343044664266755,"score_spread":0.2271876976862889,"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."}}