{"id":"W4409729561","doi":"10.3390/jintelligence13050052","title":"The Relationship Between Children’s Indoor Loose Parts Play and Cognitive Development: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Journal of Intelligence","topic":"Child Therapy and Development","field":"Psychology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Lethbridge; University of Alberta; MacEwan University","funders":"","keywords":"Cognition; Psychology; Cognitive psychology; Computer science; Neuroscience","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002911818,0.0004075907,0.002245063,0.000261185,0.0003034992,0.00008184565,0.0005925688,0.0002418169,0.00006272655],"category_scores_gemma":[0.002718591,0.0002287866,0.0003937132,0.0004636249,0.0001083196,0.00007129994,0.00009389862,0.001039263,0.0001386494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001127813,"about_ca_system_score_gemma":0.0007159126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.193629e-7,"about_ca_topic_score_gemma":0.000003054739,"domain_scores_codex":[0.9953568,0.0009797172,0.00274649,0.000273077,0.0003692994,0.0002746152],"domain_scores_gemma":[0.9875481,0.009439378,0.002366102,0.0002962052,0.000219391,0.0001308473],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001371119,0.00004233724,0.0009910661,0.2838483,0.001904731,0.00002741888,0.0009595978,1.553739e-8,2.579702e-10,0.001022632,0.0006085929,0.7105816],"study_design_scores_gemma":[0.0000946141,0.00005553389,0.00217281,0.9365173,0.00300329,0.0007362331,0.00006839621,9.227776e-9,4.359616e-7,0.0004920675,0.05657865,0.0002806312],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001482945,0.996172,0.000941927,0.00007449794,0.0004361544,0.001900892,0.00001530869,0.000009346797,0.000435011],"genre_scores_gemma":[0.0005030158,0.9978944,0.00008795447,0.0001987497,0.0001252346,0.0001374783,0.00001507994,0.00002260515,0.001015458],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.710301,"threshold_uncertainty_score":0.9329647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08125383228729448,"score_gpt":0.4016038125725331,"score_spread":0.3203499802852386,"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."}}