{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002882311,0.000128834,0.0001925184,0.0006097017,0.0008928134,0.001109008,0.000309223,0.0003585265,0.003926757],"category_scores_gemma":[0.002218098,0.00008055131,0.0001557885,0.0005777937,0.0008818381,0.000802657,0.001387453,0.0004216026,0.0001390194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002481139,"about_ca_system_score_gemma":0.0002266385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003069589,"about_ca_topic_score_gemma":0.007610532,"domain_scores_codex":[0.999737,0.0001108551,0.00001769332,0.00004613458,0.00004101378,0.00004741014],"domain_scores_gemma":[0.9991215,0.0001910057,0.0002345888,0.00005228373,0.00006116202,0.000339364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000189074,0.0004092554,0.8192254,0.0003445421,0.0003673393,0.00124057,0.0243415,0.0008179508,0.001080421,0.03230646,0.00243121,0.1172463],"study_design_scores_gemma":[0.000007355059,0.0002401309,0.9532259,0.0002270459,0.0001076742,0.0006871116,0.02283417,0.000682169,0.0001696878,0.01094763,0.01084381,0.00002726322],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794639,0.000989128,0.0007001865,0.0007730346,0.00004162685,0.00001236004,0.00009480965,0.00001008993,0.01791484],"genre_scores_gemma":[0.9991316,0.0002778342,0.0001339474,0.00002027297,0.000008128084,0.000003878556,0.00002420805,0.000001496767,0.0003986134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003926757,"threshold_uncertainty_score":0.01313633,"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."}}