{"id":"W2130299120","doi":"10.1111/1467-9876.00180","title":"Using Orientation Statistics to Investigate Variations in Human Kinematics","year":2000,"lang":"en","type":"article","venue":"Journal of the Royal Statistical Society Series C (Applied Statistics)","topic":"Mechanics and Biomechanics Studies","field":"Engineering","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Orientation (vector space); Kinematics; Torso; Rotation (mathematics); Tangent; Mathematics; Geodesy; Geology; Statistics; Geometry; Anatomy; 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":[0.000445156,0.0002795907,0.0004713456,0.00005836751,0.0003199295,0.0001122708,0.0003214636,0.0001084531,0.0004928854],"category_scores_gemma":[0.0001472197,0.0002252607,0.0000790774,0.0004297596,0.0001096963,0.00007181965,0.00007634535,0.0004422687,0.00001450683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003026132,"about_ca_system_score_gemma":0.00007659047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003870033,"about_ca_topic_score_gemma":0.00006230031,"domain_scores_codex":[0.9977183,0.00006053818,0.001030501,0.0001801029,0.0005850568,0.0004255116],"domain_scores_gemma":[0.9989293,0.0002496436,0.0002044618,0.0002134698,0.0001809626,0.0002221415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007311298,0.0001592258,0.00006954346,0.0003215438,0.0003029959,0.00002636185,0.002819977,0.2158317,0.007875036,0.7326174,0.03315273,0.006750279],"study_design_scores_gemma":[0.001408314,0.0003540354,0.002123343,0.0001680476,0.0003685736,0.00002543616,0.0008956625,0.613106,0.001299285,0.3756927,0.003758299,0.0008002867],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.01421458,0.00002643946,0.9826071,0.0001165339,0.0004605303,0.0003177704,0.001746072,0.0000310676,0.0004799015],"genre_scores_gemma":[0.2556235,0.00007203966,0.743549,0.0002448142,0.0001698756,0.00001388731,0.00003936664,0.00006108938,0.000226369],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.3972743,"threshold_uncertainty_score":0.9185864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01758102663306529,"score_gpt":0.2517752198711958,"score_spread":0.2341941932381305,"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."}}