{"id":"W4402069423","doi":"10.1080/14733285.2024.2397734","title":"\"Out and about\": relationships between children's independent mobility and mental health in a national longitudinal study","year":2024,"lang":"en","type":"article","venue":"Children s Geographies","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Agricultural Research Institute of Ontario; BC Children's Hospital; University of British Columbia; University of Ottawa; Learning Partnership; Université de Sherbrooke; University of Lethbridge","funders":"","keywords":"Mental health; Psychology; Longitudinal study; Developmental psychology; Gerontology; Medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002093023,0.0001539742,0.0001994421,0.0006074162,0.0009237422,0.0003246112,0.0001162473,0.0000794384,0.00003797692],"category_scores_gemma":[0.00009667359,0.000151223,0.00004148193,0.0007607149,0.0003571965,0.0003191223,0.00008395378,0.0003595561,0.000009702057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038674,"about_ca_system_score_gemma":0.0004213568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003270949,"about_ca_topic_score_gemma":0.01309095,"domain_scores_codex":[0.998091,0.0003109627,0.0003378164,0.0004775897,0.0004944566,0.0002881725],"domain_scores_gemma":[0.9994563,0.0001396351,0.00005844038,0.00009876901,0.00004747963,0.0001993194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002689343,0.00009410558,0.952197,0.000004891136,0.00007133198,2.52124e-7,0.04206915,3.413294e-7,5.027928e-8,0.002289612,0.0005370273,0.002733572],"study_design_scores_gemma":[0.0003077106,0.00004768361,0.990508,0.00004561971,0.000009277417,0.000003312185,0.005363459,5.53585e-7,2.908601e-7,0.003223084,0.0003376847,0.0001532849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886787,0.004629267,0.000005729346,0.004958055,0.0001763543,0.0009849031,0.00006971833,0.00009992876,0.0003973299],"genre_scores_gemma":[0.9982076,0.001196714,0.0001260927,0.0000672855,0.0001826266,0.00003146276,0.00009644901,0.000009823759,0.00008196214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03831106,"threshold_uncertainty_score":0.7305056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03501492855963141,"score_gpt":0.3377164962134928,"score_spread":0.3027015676538614,"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."}}