{"id":"W4214741876","doi":"10.1080/09575146.2022.2034140","title":"Perceived challenges of early childhood educators in promoting unstructured outdoor play: an ecological systems perspective","year":2022,"lang":"en","type":"article","venue":"Early Years Journal of International Research and Development","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"","keywords":"Early childhood; Perspective (graphical); Psychology; Outdoor education; Ecological systems theory; Face (sociological concept); Medical education; Public relations; Pedagogy; Developmental psychology; Medicine; Political science; Sociology","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":[0.00384011,0.00009820308,0.0002200905,0.000774786,0.0003616368,0.0001356138,0.0005244719,0.00005966951,0.0002592494],"category_scores_gemma":[0.0006261578,0.00009315346,0.00003795271,0.000294965,0.0001803937,0.0003040021,0.0001657099,0.0006409163,0.000004458318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009581023,"about_ca_system_score_gemma":0.003630797,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008062968,"about_ca_topic_score_gemma":0.0002280306,"domain_scores_codex":[0.9964893,0.000606908,0.000541668,0.0002291897,0.001794742,0.0003381434],"domain_scores_gemma":[0.9983195,0.0002061341,0.0002628304,0.00007410871,0.0008688075,0.0002686032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001195992,0.001082624,0.0918152,0.000007515989,0.0001426068,0.00004521892,0.8753858,0.00004026016,0.00005994075,0.01828338,0.0001485503,0.01286932],"study_design_scores_gemma":[0.0004318134,0.0004064731,0.8355805,0.00004762604,0.000001162234,0.00001768269,0.1601519,0.000001268544,0.00001554343,0.001234044,0.002026744,0.00008517484],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947286,0.0007162697,0.000002376299,0.001662549,0.0006789279,0.0002687049,0.000004105826,0.000006717043,0.001931704],"genre_scores_gemma":[0.9981378,0.0003643245,0.001034403,0.00002197377,0.0002115905,0.0000220245,0.000002264888,0.000009618718,0.0001960205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7437653,"threshold_uncertainty_score":0.6440879,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05931236254829222,"score_gpt":0.3764783390990314,"score_spread":0.3171659765507392,"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."}}