{"id":"W4393931264","doi":"10.3390/su16072850","title":"A Bibliometrics Analysis Related to the Built Environment and Walking","year":2024,"lang":"en","type":"article","venue":"Sustainability","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"China Scholarship Council","keywords":"Bibliometrics; Physical medicine and rehabilitation; Computer science; Medicine; World Wide Web","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":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.003117269,0.0004730462,0.001283076,0.1460645,0.001556581,0.003962874,0.000625988,0.0006688088,0.006640798],"category_scores_gemma":[0.02605874,0.0002072079,0.001320815,0.2641558,0.000645449,0.003329975,0.001469005,0.000488301,0.001095026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002860552,"about_ca_system_score_gemma":0.00552275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01635468,"about_ca_topic_score_gemma":0.01957231,"domain_scores_codex":[0.9939637,0.001047428,0.001221931,0.0005634007,0.002860732,0.0003428401],"domain_scores_gemma":[0.9702588,0.01850081,0.004145798,0.0008473838,0.005644645,0.0006025641],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002750987,0.0002504916,0.5043285,0.03496423,0.001357261,0.001164618,0.007055259,0.003292782,0.002779689,0.0206982,0.06060907,0.3632247],"study_design_scores_gemma":[0.00004465582,0.0001868147,0.7917531,0.004003974,0.001764168,0.00167257,0.011308,0.005960587,0.001908325,0.007838646,0.1734135,0.0001456495],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5526627,0.05483191,0.007773275,0.004908906,0.0005382721,0.001229428,0.2486975,0.0008484579,0.1285095],"genre_scores_gemma":[0.8835716,0.0361461,0.01042887,0.0002413373,0.0005124782,0.001065942,0.06181682,0.0001213065,0.006095524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8539355,"threshold_uncertainty_score":0.03251898,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341037738320699,"score_gpt":0.3239360951861827,"score_spread":0.3105257178029757,"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."}}