{"id":"W7062643143","doi":"","title":"Validity of Walk Score® as a measure of neighborhood walkability in Japan","year":2018,"lang":"en","type":"article","venue":"Research Bank (Australian Catholic University)","topic":"Particle accelerators and beam dynamics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Walkability; Measure (data warehouse); Intersection (aeronautics); Built environment; Destinations; Urban design","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":[0.000905206,0.0001388324,0.0002815057,0.0006026619,0.00006694277,0.00001635447,0.0004709568,0.0001554886,0.0001290042],"category_scores_gemma":[0.0001362995,0.0001538722,0.00008598327,0.00184802,0.0005017909,0.0002626558,0.0001148567,0.0003962377,0.00002908535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002790702,"about_ca_system_score_gemma":0.0001401093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009521559,"about_ca_topic_score_gemma":0.0004755754,"domain_scores_codex":[0.9983301,0.0001683768,0.0002459502,0.0002493534,0.0004719621,0.000534226],"domain_scores_gemma":[0.9988752,0.00008218065,0.00003862159,0.0004174592,0.0004049051,0.0001816396],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002574435,0.0007362593,0.7639685,0.0006844093,0.0001063637,0.0001151777,0.007166733,0.0004769431,0.2098169,0.01030523,0.0005553119,0.005810787],"study_design_scores_gemma":[0.001844574,0.0009289143,0.7389431,0.0002782232,0.00004544249,0.00001411125,0.001606685,0.004225492,0.2435852,0.0009659961,0.007017048,0.0005452567],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905949,0.000008728503,0.00001808091,0.00006925553,0.00004947781,0.0002209061,0.00003329377,0.00004583237,0.008959565],"genre_scores_gemma":[0.9993908,0.00002939062,0.000101778,0.000001714705,0.00004358983,9.039799e-7,0.000003239194,0.00001602822,0.0004124917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03376831,"threshold_uncertainty_score":0.6274725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08083927282370214,"score_gpt":0.3049718705478059,"score_spread":0.2241325977241038,"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."}}