{"id":"W4327520494","doi":"10.3998/circus.2776","title":"Maximal dynamic forces exerted by acrobats on nine circus apparatuses","year":2022,"lang":"en","type":"article","venue":"Circus Arts Life and Sciences","topic":"Sports injuries and prevention","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal; National Circus School","funders":"","keywords":"Rope; Art; Tension (geology); Humanities; Engineering; Structural engineering; Physics; Compression (physics)","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":[0.0004289133,0.0001244152,0.0002132333,0.0001151646,0.001232947,0.00005668944,0.0001270728,0.00003246283,0.0009060201],"category_scores_gemma":[0.000042237,0.0001012362,0.00005760162,0.0003065355,0.0002889544,0.0001265928,0.00009133842,0.0001429279,0.000008547901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002628019,"about_ca_system_score_gemma":0.00009568305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003837108,"about_ca_topic_score_gemma":0.000007700455,"domain_scores_codex":[0.9986659,0.00002966515,0.0002110187,0.0003799281,0.0004321458,0.0002813669],"domain_scores_gemma":[0.9995354,0.000043315,0.00009122105,0.0001565315,0.00002304507,0.0001504257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001362401,0.002123165,0.4818246,0.0003527708,0.0003369138,0.0004197027,0.0112905,0.0005577928,0.04634991,0.01662753,0.2202278,0.2185269],"study_design_scores_gemma":[0.004560126,0.008483852,0.4944455,0.0002298365,0.000277801,0.0008228849,0.01271216,0.005333012,0.002329818,0.005892559,0.4635129,0.001399541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879517,0.002013673,0.00004561789,0.001386855,0.0004058423,0.0002271454,0.00002418349,0.00005620589,0.007888759],"genre_scores_gemma":[0.9956214,0.000123878,0.00003279746,0.001549679,0.0000589105,0.00003249185,0.00003106916,0.000008368808,0.002541451],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2432851,"threshold_uncertainty_score":0.9920285,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02390017703207727,"score_gpt":0.2933299202780412,"score_spread":0.269429743245964,"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."}}