{"id":"W4249140023","doi":"10.1520/stp104490","title":"Easiest Routes and Slow Zones: How Fast Do I Go?: Speeds and Distances of Recreational and Expert Snowsport Participants","year":2012,"lang":"en","type":"book-chapter","venue":"","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Recreation; Computer science; Geography; Aeronautics; Environmental science; Engineering; Political science; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005242612,0.0001983606,0.0002035748,0.0005274234,0.0007007559,0.001242631,0.0003658471,0.0004402773,0.002619795],"category_scores_gemma":[0.002293709,0.0001921925,0.0002414304,0.0004140127,0.000548889,0.0006139808,0.0006667248,0.0005072503,0.0004036489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006762384,"about_ca_system_score_gemma":0.0006743451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1136964,"about_ca_topic_score_gemma":0.2579391,"domain_scores_codex":[0.9997752,0.00003875271,0.00001821059,0.00003833145,0.00004897503,0.00008048533],"domain_scores_gemma":[0.9990509,0.0001638225,0.0002875087,0.00002480486,0.0001774394,0.00029555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003269716,0.0001231594,0.8963988,0.0001536871,0.00005136021,0.0002978235,0.08275566,0.0001084579,0.001335799,0.00007261639,0.001361507,0.01701425],"study_design_scores_gemma":[0.000009097418,0.0001353047,0.8658491,0.00006573082,0.00001799627,0.000147621,0.131917,0.0001631015,0.0001201248,0.00005961714,0.001487375,0.0000279029],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992291,0.00005505608,0.00002823563,0.00003924031,0.000002889498,0.000006392524,0.0001073,0.000001510386,0.0005303624],"genre_scores_gemma":[0.9986951,0.0001229907,0.0001252852,0.00004486427,0.000003743726,0.00001486122,0.0001825025,0.00000311906,0.0008077199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1136964,"threshold_uncertainty_score":0.2260692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03310469956270316,"score_gpt":0.2718873708892296,"score_spread":0.2387826713265264,"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."}}