{"id":"W2794333862","doi":"10.3390/proceedings2060316","title":"Alpine Skiing Recommendation Tool and Performance Prediction","year":2018,"lang":"en","type":"article","venue":"","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"Fonds de recherche du Québec – Nature et technologies; Natural Sciences and Engineering Research Council of Canada","keywords":"Work (physics); Computer science; Task (project management); Simulation; Engineering; Mechanical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009240844,0.0008533929,0.0004170901,0.002940807,0.0002294588,0.001133096,0.0003777038,0.0006800714,0.006079095],"category_scores_gemma":[0.005806434,0.000175475,0.0004419075,0.00150666,0.00009736224,0.0006267196,0.0003339142,0.0003981375,0.002799608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00031513,"about_ca_system_score_gemma":0.0003517369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009537132,"about_ca_topic_score_gemma":0.01332515,"domain_scores_codex":[0.999377,0.0001284114,0.0000821448,0.0001344822,0.0002138322,0.00006419158],"domain_scores_gemma":[0.9968142,0.001599077,0.0004749066,0.0001267883,0.0007676876,0.0002173707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009922789,0.00120965,0.7878962,0.0003484582,0.0002308683,0.0002470651,0.0003348688,0.01324581,0.003268288,0.0001836867,0.004739253,0.1873035],"study_design_scores_gemma":[0.00005955572,0.001061508,0.7692522,0.0001267267,0.0001680858,0.0002096599,0.0006868042,0.2210535,0.003503196,0.0003077545,0.003496274,0.00007473245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702984,0.0003255029,0.01585577,0.0002311829,0.00003849775,0.0001774716,0.004549427,0.002016783,0.006506988],"genre_scores_gemma":[0.9753278,0.0002038611,0.0157919,0.00002850893,0.00003082451,0.0001405373,0.004617141,0.00003572699,0.003823678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009537132,"threshold_uncertainty_score":0.02033663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01140892980281306,"score_gpt":0.2570133774624625,"score_spread":0.2456044476596494,"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."}}