{"id":"W2050200840","doi":"10.1520/jai104490","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":"article","venue":"Journal of ASTM International","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Demographics; Recreation; Terrain; Geography; Demography; Environmental science; Transport engineering; Psychology; Physical geography; Cartography; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003899575,0.0001067129,0.0002768995,0.0001171983,0.00003431279,0.00004398038,0.00006343899,0.0000408116,0.000178517],"category_scores_gemma":[0.00009607572,0.00007686391,0.0000503158,0.00004076524,0.00016248,0.0005474724,0.00003979537,0.00012255,6.184321e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002547441,"about_ca_system_score_gemma":0.00004155235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000731959,"about_ca_topic_score_gemma":0.000003468649,"domain_scores_codex":[0.9989526,0.00001103012,0.000407986,0.00008925893,0.0003974637,0.0001417158],"domain_scores_gemma":[0.9990464,0.00005729648,0.0003953534,0.00006621271,0.0002580414,0.0001766402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004830982,0.0001305303,0.9779533,0.00003571337,0.0001870377,0.0000124865,0.002160777,0.000001024152,0.0005859903,0.001049003,0.003178106,0.01422298],"study_design_scores_gemma":[0.001000424,0.0003196016,0.9538437,0.0004771245,0.00005768807,0.0007685035,0.001643081,0.0001468795,0.0008570871,0.00008817585,0.04070495,0.00009285795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917414,0.003092365,0.0002808484,0.003026716,0.0005649505,0.00005192525,0.00002300179,0.000002792705,0.001216017],"genre_scores_gemma":[0.9937377,0.001520482,0.002570639,0.0001516741,0.0009240745,0.000001508029,0.000007399566,0.000008042541,0.001078485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03752684,"threshold_uncertainty_score":0.3134419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02360174990506193,"score_gpt":0.3039428851254057,"score_spread":0.2803411352203438,"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."}}