{"id":"W4220874373","doi":"10.3389/fspor.2022.831362","title":"A Quantitative Comparison of Slackline Balancing Capabilities of Experts and Beginners","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sports and Active Living","topic":"Sports Performance and Training","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Carl-Zeiss-Stiftung","keywords":"Balance (ability); Dynamic balance; Robustness (evolution); Computer science; Physical medicine and rehabilitation; Psychology; Engineering; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008264399,0.0007011383,0.0004244033,0.001882918,0.0002695611,0.0004424211,0.0002835815,0.0004440425,0.005958628],"category_scores_gemma":[0.002607091,0.0001398283,0.0003033659,0.0006513119,0.0003325054,0.0006975925,0.0006941629,0.0002205233,0.001400372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009957702,"about_ca_system_score_gemma":0.00009777393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005605101,"about_ca_topic_score_gemma":0.001372979,"domain_scores_codex":[0.9996139,0.0000414227,0.00004624625,0.0001299522,0.0001005899,0.00006785581],"domain_scores_gemma":[0.9978991,0.0005086535,0.0005356541,0.0001291099,0.0005382154,0.0003893854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002918832,0.0002917384,0.5335618,0.00100265,0.0003579311,0.0004381093,0.002815574,0.00385484,0.2188591,0.0006427589,0.002191611,0.233065],"study_design_scores_gemma":[0.00003065255,0.002010898,0.9742821,0.00008476599,0.0001144788,0.000730377,0.001063899,0.005184835,0.01260931,0.0006366812,0.003202792,0.00004928144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845895,0.0004705647,0.01085542,0.00002307071,0.00002022971,0.00005511307,0.0007213271,0.0001470472,0.003117778],"genre_scores_gemma":[0.9914919,0.0002056589,0.004458042,0.00001652517,0.00002777086,0.00008150384,0.001396997,0.00004808612,0.002273621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005958628,"threshold_uncertainty_score":0.01993358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01470663177443346,"score_gpt":0.2840642538230113,"score_spread":0.2693576220485778,"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."}}