{"id":"W2979492399","doi":"10.1249/mss.0000000000002018","title":"A Critique of the Dragon Challenge","year":2019,"lang":"en","type":"letter","venue":"Medicine & Science in Sports & Exercise","topic":"Children's Physical and Motor Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Competence (human resources); Movement assessment; Psychology; Motor skill; Literacy; Physical education; Core competency; Mathematics education; Cognitive psychology; Computer science; Developmental psychology; Applied psychology; Social psychology; Pedagogy; Management","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":[0.04597263,0.001763012,0.002045614,0.004689808,0.005001836,0.01236629,0.008017514,0.03243796,0.01254276],"category_scores_gemma":[0.2728709,0.001034547,0.0016535,0.002595527,0.01582306,0.01276324,0.006556138,0.04989512,0.0142799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005689051,"about_ca_system_score_gemma":0.01159574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004303258,"about_ca_topic_score_gemma":0.005694089,"domain_scores_codex":[0.9510141,0.01218865,0.004940479,0.007235184,0.02274123,0.001880432],"domain_scores_gemma":[0.7380449,0.1524725,0.008631847,0.009220384,0.08127655,0.01035389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001617331,0.000007885151,0.0001457565,0.0001282032,0.00001133774,0.0001397491,0.000231493,0.00003090048,0.00002823269,0.007575461,0.979321,0.01236379],"study_design_scores_gemma":[0.00001782182,0.00001331224,0.0002490554,0.0006046129,0.00001408957,0.0005187755,0.0002428808,0.0001476453,0.00007976284,0.006603869,0.9914736,0.00003456042],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001620431,0.004063351,0.0008171878,0.7943655,0.1961948,0.00001656358,0.00006141143,0.0001119306,0.004207291],"genre_scores_gemma":[0.00427115,0.003127858,0.001473659,0.6701361,0.3130534,0.000103855,0.00004298615,0.0002041858,0.007586817],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04597263,"threshold_uncertainty_score":0.2431294,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01714056095508264,"score_gpt":0.2931396021718859,"score_spread":0.2759990412168032,"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."}}