{"id":"W4223557857","doi":"10.3389/fspor.2022.825224","title":"Neighborhood Walking and Social Connectedness","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sports and Active Living","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Social connectedness; Sociology; Psychology; Social psychology","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005339904,0.00008548918,0.0001806724,0.00008546095,0.001148513,0.0000514354,0.00009263647,0.00004268005,0.0002430005],"category_scores_gemma":[0.00002459533,0.00009318472,0.00002737271,0.0001982151,0.0002019767,0.000314711,0.00006962966,0.0002156926,4.224822e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008821833,"about_ca_system_score_gemma":0.00005683046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005721692,"about_ca_topic_score_gemma":0.0002658274,"domain_scores_codex":[0.9990141,0.00009789575,0.0001371369,0.0002668722,0.0002347338,0.0002492628],"domain_scores_gemma":[0.9997562,0.00005079714,0.00007981966,0.00004860114,0.00001726003,0.0000473003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000151603,0.00003927049,0.9145571,0.000008195746,0.00000585794,0.00001430201,0.04814364,5.724597e-7,0.000004677181,0.0006678309,0.0002163365,0.03632706],"study_design_scores_gemma":[0.000134259,0.00001014752,0.9151371,0.00001085613,0.00001115275,4.495775e-7,0.07470273,0.00003349431,0.000001953715,0.002938234,0.006879537,0.0001400654],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930432,0.0003858206,0.0001991641,0.0003156885,0.0006151866,0.0001412504,0.00001078833,0.00003225811,0.005256588],"genre_scores_gemma":[0.999327,0.00003570659,0.0001233757,0.0001196788,0.0001275538,0.00001582717,0.000003795788,0.000007850927,0.0002391901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.036187,"threshold_uncertainty_score":0.8833547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009111426896913051,"score_gpt":0.2438298110799776,"score_spread":0.2347183841830646,"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."}}