{"id":"W4416765511","doi":"10.3390/children12121615","title":"Computing and Evaluating Relationships Between Equal and Differential Factor Weighting for Fundamental Movement Skills and Physical Activity with Guided Active Play During Childhood","year":2025,"lang":"en","type":"article","venue":"Children","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Weighting; Exploratory factor analysis; Linear regression; Differential (mechanical device); Energy expenditure; Physical activity; Regression analysis; Regression; Gross motor skill","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006364339,0.0009641337,0.000400622,0.001629345,0.0004083982,0.001217698,0.0004819059,0.0004398117,0.001933968],"category_scores_gemma":[0.02989773,0.0003889053,0.001303103,0.001640444,0.0005573027,0.001073716,0.0009537212,0.0006749501,0.0003024903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000580081,"about_ca_system_score_gemma":0.001079756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005539384,"about_ca_topic_score_gemma":0.006337056,"domain_scores_codex":[0.9972747,0.001065917,0.000286587,0.0006842063,0.0004800326,0.0002084658],"domain_scores_gemma":[0.9741195,0.02025806,0.002377909,0.001308999,0.001357933,0.0005775543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001553135,0.00004738158,0.9857144,0.00001994332,0.0001515702,0.00001792105,0.0001870384,0.0005579191,0.0002552098,0.00008361428,0.00006408821,0.0127456],"study_design_scores_gemma":[0.00001340156,0.0004120296,0.9898741,0.00002763118,0.0001188212,0.00008135921,0.0007096121,0.007626777,0.0005262799,0.0003386208,0.0002555921,0.00001571474],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959832,0.00007542024,0.003136808,0.00001918044,0.000007530607,0.00003207972,0.0001595674,0.00002115391,0.0005650258],"genre_scores_gemma":[0.9964341,0.00003553277,0.003064075,0.00000399645,0.000003598924,0.00004740693,0.0002914122,0.000008192374,0.0001116629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006364339,"threshold_uncertainty_score":0.03365827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02579094915088033,"score_gpt":0.3253596911352032,"score_spread":0.2995687419843229,"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."}}