{"id":"W7108721972","doi":"10.5683/sp3/wsz1w5","title":"Measuring Early Childhood Outside Dataset","year":2025,"lang":"","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Early childhood; Child care; Duration (music); Early childhood education; Outdoor activity; Child development","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002299312,0.001519278,0.001284573,0.005227244,0.001839288,0.002276004,0.003446407,0.001362868,0.01718323],"category_scores_gemma":[0.0105762,0.0007263442,0.001240622,0.008699373,0.0004730864,0.0007829369,0.002524205,0.001855439,0.01633856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006845694,"about_ca_system_score_gemma":0.01122133,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6354382,"about_ca_topic_score_gemma":0.7324697,"domain_scores_codex":[0.9970503,0.0003781859,0.0003215964,0.0005497644,0.001087263,0.0006127467],"domain_scores_gemma":[0.9930151,0.0007874577,0.0006613927,0.0008844751,0.003803576,0.0008480768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001425776,0.00008202068,0.01456532,0.0008207065,0.00008803009,0.00005641577,0.0001665131,0.0005212863,0.0001931607,0.0009319132,0.9762779,0.006154201],"study_design_scores_gemma":[0.0002537036,0.00004798686,0.1158704,0.0005059655,0.0001007177,0.0001169048,0.0006314414,0.0007586805,0.0004701702,0.0005181178,0.8806378,0.00008809073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000607746,0.00004503273,0.00005317896,0.00004659179,0.00001344617,0.00003265408,0.9982455,0.00007589464,0.0008800256],"genre_scores_gemma":[0.001554088,0.00003477787,0.0003159908,0.0000430019,0.000006096122,0.000167869,0.9970526,0.00002279025,0.0008028601],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.6354382,"threshold_uncertainty_score":0.7334175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0302475216852766,"score_gpt":0.26590292971865,"score_spread":0.2356554080333734,"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."}}