{"id":"W4311569772","doi":"10.5539/mer.v10n1p13","title":"Tools and Computational Machinery for Movement","year":2022,"lang":"en","type":"article","venue":"Mechanical Engineering Research","topic":"Neural Networks and Applications","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sensory system; Redundancy (engineering); Computer science; Human–computer interaction; Basketball; Motor system; Neuroscience; Artificial intelligence; Psychology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007089508,0.00004669031,0.00006013363,0.00006574497,0.0002713429,0.00009716686,0.0003660148,0.00001201817,0.00001440666],"category_scores_gemma":[0.00004672806,0.00004675043,0.00002310757,0.0002874339,0.000007298416,0.00006896702,0.0006156903,0.0002278185,0.000001932342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004044177,"about_ca_system_score_gemma":0.00001963562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003157697,"about_ca_topic_score_gemma":1.930694e-7,"domain_scores_codex":[0.9991022,0.00002678512,0.00009436497,0.0002169205,0.000335183,0.0002245506],"domain_scores_gemma":[0.9992061,0.0005157092,0.000008642601,0.0001565531,0.00004060371,0.00007242288],"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":[0.000002770169,0.00002910681,0.000002287006,0.000008904799,0.000004410672,0.000001672321,0.00001415431,0.2514525,0.002542854,0.727422,0.001062457,0.0174568],"study_design_scores_gemma":[0.0001342362,0.00008648398,0.0001174829,0.000001872688,4.380558e-7,0.000003291641,0.000003629723,0.9554917,0.0002064479,0.03037935,0.01352226,0.00005279359],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.005969526,0.00005874156,0.9904505,0.003036752,0.00007396221,0.0002900513,0.00001608347,0.0000706104,0.0000337416],"genre_scores_gemma":[0.9267007,0.000004647457,0.07207892,0.0002431844,0.00006999647,0.0007121786,0.00001325028,0.000009973784,0.0001672198],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9207311,"threshold_uncertainty_score":0.2086977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06649070469643008,"score_gpt":0.3297038198508327,"score_spread":0.2632131151544026,"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."}}