{"id":"W4388768865","doi":"10.1080/00222895.2023.2283538","title":"Examining Learner-Controlled Role-Switching in Dyad Practice for the Learning of a Speed Cup-Stacking Task","year":2023,"lang":"en","type":"article","venue":"Journal of Motor Behavior","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University; York University","funders":"","keywords":"Dyad; Motor learning; Psychology; Task (project management); Control (management); Observer (physics); Cognitive psychology; Social psychology; Computer science; Artificial intelligence; Engineering","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":[0.002594638,0.0001158336,0.0003546044,0.0003550606,0.0001478539,0.00004860883,0.0001881155,0.0001079197,0.0001564083],"category_scores_gemma":[0.001939114,0.00008708726,0.0001542076,0.000419741,0.00001946891,0.0003698671,0.00002374046,0.0005238325,0.0000155753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009002579,"about_ca_system_score_gemma":0.0000752554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005623822,"about_ca_topic_score_gemma":0.000007764866,"domain_scores_codex":[0.9981274,0.0003220034,0.0008722884,0.0001348736,0.0003326936,0.0002107129],"domain_scores_gemma":[0.9963236,0.001729378,0.001380807,0.0001410622,0.0003785279,0.00004663316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008523939,0.001532642,0.4493494,0.00007473744,0.0006385364,0.0002461346,0.04542059,0.01966185,0.2073333,0.001511271,0.001477795,0.2642298],"study_design_scores_gemma":[0.02488049,0.001789543,0.8140045,0.000270355,0.0009005051,0.0004119177,0.09318119,0.0405665,0.0005678683,0.00005638496,0.0229716,0.0003990795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879712,0.0001948489,0.009227075,0.000643186,0.0009298162,0.0005771874,0.000002109582,0.00002888105,0.000425715],"genre_scores_gemma":[0.9975739,0.00003578054,0.0004405486,0.00008142376,0.0003040659,0.00003722815,0.000003487313,0.00003091817,0.001492676],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3646552,"threshold_uncertainty_score":0.3551316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08783229979359737,"score_gpt":0.3850644062904507,"score_spread":0.2972321064968533,"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."}}