{"id":"W2768220913","doi":"10.1249/mss.0000000000001494","title":"A Construct Validation Study of PLAYfun","year":2017,"lang":"en","type":"article","venue":"Medicine & Science in Sports & Exercise","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":76,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Impact; McMaster University; University of Toronto","funders":"","keywords":"Confidence interval; Psychology; Intraclass correlation; Competence (human resources); Inter-rater reliability; Statistics; Developmental psychology; Demography; Psychometrics; Mathematics; Rating scale; Social psychology","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":[0.0009567831,0.0001269683,0.0003497167,0.0002166026,0.0002390206,0.00001883276,0.00063435,0.00002953404,0.000683772],"category_scores_gemma":[0.0001068223,0.00009382788,0.00002114635,0.0002937569,0.001195432,0.0001947736,0.0001264443,0.0001201594,0.00001720293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003499602,"about_ca_system_score_gemma":0.00009273283,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001244769,"about_ca_topic_score_gemma":0.00003723892,"domain_scores_codex":[0.9981481,0.00001632046,0.0004058959,0.0004422156,0.0007040428,0.0002833859],"domain_scores_gemma":[0.9986926,0.00002595199,0.0002952725,0.0007780574,0.00008983979,0.0001182904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003784536,0.0004130144,0.8870414,0.000003961044,4.950429e-7,0.00005655194,0.01013425,0.000001620181,0.0001675029,0.00007132108,0.0002242923,0.1018478],"study_design_scores_gemma":[0.001253653,0.0001821896,0.9946902,0.0001356318,0.00001728243,0.000006908098,0.002926724,0.000005192646,0.00006387014,0.0004963788,0.0001216992,0.0001003146],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875463,0.000007890119,0.00000499092,0.0001802862,0.001300459,0.0005630901,9.841433e-7,0.0000161374,0.0103799],"genre_scores_gemma":[0.9993116,0.00000748158,0.000057396,0.00002890294,0.00008013272,0.00003755487,0.000001871561,0.000005975741,0.0004691347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1076488,"threshold_uncertainty_score":0.7486824,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02501409160442383,"score_gpt":0.3274052846927885,"score_spread":0.3023911930883646,"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."}}