{"id":"W7096997827","doi":"","title":"www.mdpi.com/journal/ijerph Article Relating Built Environment to Physical Activity: Two Failures to Validate","year":2014,"lang":"en","type":"article","venue":"","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Built environment; Scale (ratio); Work (physics); Audit; Test (biology); Similarity (geometry)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04298595,0.0007692025,0.0007430437,0.003808096,0.001416153,0.004356308,0.002886514,0.002042395,0.01766123],"category_scores_gemma":[0.1450144,0.0005306031,0.0005560014,0.003715058,0.003225305,0.002973862,0.003169184,0.001661588,0.01366914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001808681,"about_ca_system_score_gemma":0.008183768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009809738,"about_ca_topic_score_gemma":0.00975259,"domain_scores_codex":[0.9613397,0.01064075,0.004725275,0.00239954,0.01974303,0.001151638],"domain_scores_gemma":[0.81607,0.08313271,0.01517449,0.02774798,0.05523269,0.002642142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004510424,0.001793571,0.4455911,0.002901651,0.0003368983,0.001190571,0.01119197,0.0006676401,0.003782104,0.007716374,0.02389371,0.5004834],"study_design_scores_gemma":[0.0002375902,0.001841854,0.5832466,0.01005154,0.0007040863,0.006550254,0.02233642,0.008127021,0.0456159,0.01427107,0.3067979,0.0002198005],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6328726,0.0150473,0.08736442,0.03130346,0.006653591,0.004685785,0.01048555,0.001752856,0.2098344],"genre_scores_gemma":[0.8932268,0.004953358,0.06170428,0.005317722,0.0008429772,0.001717888,0.004569775,0.0006083651,0.02705881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04298595,"threshold_uncertainty_score":0.2273341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0266729507425623,"score_gpt":0.3224797912097504,"score_spread":0.2958068404671881,"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."}}