{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001394853,0.0002948646,0.0006062698,0.00008636517,0.0000703806,0.00004861254,0.00004393372,0.0001789297,0.0006991088],"category_scores_gemma":[0.00001184812,0.0002145014,0.00005008446,0.00001604654,0.0005491247,0.000196015,0.0000671876,0.0001489752,0.000002576513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001574232,"about_ca_system_score_gemma":0.00005040748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004287276,"about_ca_topic_score_gemma":0.00005713418,"domain_scores_codex":[0.9988915,0.000003252198,0.000321843,0.0002970843,0.0002563166,0.0002300272],"domain_scores_gemma":[0.999215,0.00004251394,0.0001976836,0.0002222947,0.00009244038,0.000230048],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00150152,0.0001926141,0.6445859,0.002004487,0.0009797845,0.00008625865,0.009271515,1.506718e-7,0.0001648469,0.1079024,0.02549799,0.2078125],"study_design_scores_gemma":[0.001287948,0.000656319,0.1547573,0.002808525,0.0004489736,0.0002289993,0.001262041,0.00003930145,0.0002757153,0.0007509892,0.8368172,0.0006666592],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3489007,0.0870138,0.0001655047,0.003412317,0.0007197605,0.001080283,0.0003591437,0.00009464629,0.5582538],"genre_scores_gemma":[0.5340003,0.01877683,0.0009837257,0.0002215713,0.0006126047,0.0000110968,0.0001005846,0.00004182953,0.4452514],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8113192,"threshold_uncertainty_score":0.8747115,"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."}}