{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01070966,0.0003571615,0.0003766628,0.001145072,0.00107043,0.001000067,0.0007191618,0.000294274,0.001451931],"category_scores_gemma":[0.02602125,0.000288219,0.0005626563,0.0008957829,0.001485955,0.000597244,0.001301246,0.0006332693,0.0002558198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001821486,"about_ca_system_score_gemma":0.003959228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0114069,"about_ca_topic_score_gemma":0.01410008,"domain_scores_codex":[0.9967343,0.001217933,0.0003037846,0.0003446752,0.001149876,0.0002495725],"domain_scores_gemma":[0.9758067,0.008686733,0.002952502,0.001891732,0.009735988,0.0009263961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000148301,0.000664884,0.9467706,0.00008066431,0.00004577505,0.0001212975,0.01949095,0.0001749554,0.0009097508,0.0007513135,0.0004847331,0.03035682],"study_design_scores_gemma":[0.00004476809,0.000902387,0.9837047,0.00009773906,0.00003421123,0.0002138597,0.00883967,0.001213825,0.000732442,0.0002904847,0.003909656,0.00001622937],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971076,0.00003231184,0.001123629,0.00002837215,0.000007486154,0.000249219,0.00009004223,0.000006393271,0.001354909],"genre_scores_gemma":[0.995429,0.00006579063,0.002637551,0.00003187723,0.000008690945,0.0008337911,0.0003846316,0.000008647013,0.0006001329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0114069,"threshold_uncertainty_score":0.05663878,"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."}}