{"id":"W4225925315","doi":"10.1007/978-3-030-99333-7_23","title":"Using a Structured Interactive Peer-to-Peer Video Tool to Facilitate Learning in Development Level Speed Skaters","year":2022,"lang":"en","type":"book-chapter","venue":"Advances in intelligent systems and computing","topic":"Physical Education and Pedagogy","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Athletes; Process (computing); Computer science; Multimedia; Peer review; Peer assessment; Psychology; Applied psychology; Mathematics education; Physical therapy","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001062611,0.0004171151,0.0007714123,0.0005476134,0.0004775304,0.00003945216,0.0002437471,0.000166076,0.0002991544],"category_scores_gemma":[0.0003424204,0.000419975,0.00006265412,0.0001613802,0.00002892919,0.0001635753,0.0004749027,0.001602019,0.0001002648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278467,"about_ca_system_score_gemma":0.0004103614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001103317,"about_ca_topic_score_gemma":0.0006228274,"domain_scores_codex":[0.9965035,0.0002890218,0.001351498,0.0007224281,0.0005553177,0.0005781951],"domain_scores_gemma":[0.9981253,0.0007124831,0.0004810597,0.0002092996,0.0002883266,0.0001835212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000476972,0.00008619257,0.007517248,0.001939419,0.0001655158,0.00005447903,0.3431271,0.3645175,0.0002203694,0.0299622,0.0005704893,0.2513626],"study_design_scores_gemma":[0.0002680778,0.00007187163,0.000687754,0.003081964,0.000008646008,0.000005249215,0.02265918,0.004278823,0.00001405584,0.000521283,0.9678275,0.0005755777],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5376602,0.005397414,0.0860847,0.002290488,0.031358,0.01420765,0.0003141471,0.0004521478,0.3222352],"genre_scores_gemma":[0.7964726,0.00007652248,0.002864892,0.0008619634,0.0004974268,0.00009497345,0.000113944,0.0001051876,0.1989125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.967257,"threshold_uncertainty_score":0.9998252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2062355199320877,"score_gpt":0.450825356603432,"score_spread":0.2445898366713443,"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."}}