{"id":"W2952817357","doi":"","title":"How Many Pairs of Running Shoes would Sonic Need","year":2019,"lang":"en","type":"article","venue":"Journal of Interdisciplinary Science Topics","topic":"Sports Dynamics and Biomechanics","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Power (physics); Computer science; Engineering; Simulation; Acoustics; 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":[0.0004978592,0.00011247,0.0002400541,0.0003290301,0.00005659442,0.00008136883,0.0005366692,0.00008652059,0.00003387146],"category_scores_gemma":[0.00001245969,0.00008555919,0.0001305099,0.0004248106,0.00009787925,0.0005427564,0.0002317702,0.0003499532,0.000002673571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145146,"about_ca_system_score_gemma":0.00007145364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.89236e-7,"about_ca_topic_score_gemma":0.000001475916,"domain_scores_codex":[0.9989038,0.000003789399,0.0003549495,0.0001068571,0.0003952622,0.0002353676],"domain_scores_gemma":[0.9993464,0.00001163243,0.0001935016,0.0001987241,0.0001596385,0.00009005811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001709305,0.0002612036,0.03654778,0.0006220364,0.0002205526,0.0002536286,0.008967178,0.04179391,0.8148244,0.01235513,0.001377457,0.08260578],"study_design_scores_gemma":[0.001309872,0.001771162,0.05569728,0.001079669,0.00008077651,0.0006955375,0.02306284,0.8394322,0.06422619,0.008332382,0.003417474,0.0008945946],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930092,0.0001580608,0.002961467,0.0008874907,0.001924207,0.00005878692,0.000001656658,0.00001734419,0.0009818189],"genre_scores_gemma":[0.9973911,0.00003078747,0.001996215,0.00001505778,0.0001349288,3.044784e-7,3.392026e-7,0.00001020783,0.0004210386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7976383,"threshold_uncertainty_score":0.3489003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006880320140281212,"score_gpt":0.2317359152650074,"score_spread":0.2248555951247262,"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."}}