{"id":"W2169086824","doi":"10.1520/jai101850","title":"When Metal Meets Ice: Potential for Performance or Injury","year":2009,"lang":"en","type":"article","venue":"Journal of ASTM International","topic":"Winter Sports Injuries and Performance","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Skate; Ice hockey; Sharpening; Blade (archaeology); Computer science; Simulation; Marine engineering; Structural engineering; Engineering; Artificial intelligence; Physical medicine and rehabilitation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001966728,0.0003055306,0.0003363592,0.001018216,0.0004443513,0.001544619,0.0005545586,0.0007428915,0.004359105],"category_scores_gemma":[0.007016046,0.0001442255,0.000471526,0.0005466145,0.0007347027,0.0004897189,0.0008786098,0.0003557298,0.0008662076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003772119,"about_ca_system_score_gemma":0.0003712969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001359815,"about_ca_topic_score_gemma":0.001698351,"domain_scores_codex":[0.9984351,0.0004517949,0.0001993043,0.0001777604,0.0005197148,0.0002162004],"domain_scores_gemma":[0.992936,0.001728624,0.003476964,0.0002358941,0.001108922,0.0005137661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002751837,0.0004027899,0.9559422,0.0004167548,0.000186784,0.001533255,0.0008385457,0.0007034055,0.009425605,0.0003337169,0.0005641336,0.02690104],"study_design_scores_gemma":[0.00002127195,0.00432341,0.9764905,0.0001848536,0.0001390925,0.003950555,0.003600432,0.002092642,0.006800002,0.0005787498,0.001785824,0.00003269149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947959,0.0004173617,0.0008081695,0.0001230345,0.00002354326,0.00005309307,0.0001682289,0.00001599494,0.003594842],"genre_scores_gemma":[0.9990908,0.00009835214,0.000310793,0.00001936319,0.00001190656,0.00001331872,0.0000549638,0.000002168264,0.0003983869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004359105,"threshold_uncertainty_score":0.01458263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226253475059695,"score_gpt":0.3067679803285834,"score_spread":0.2945054455779865,"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."}}