{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003356316,0.0001209906,0.0002898613,0.0002000168,0.00004999342,0.00003896282,0.0002404205,0.0000575755,0.001375213],"category_scores_gemma":[0.00008046288,0.00008042561,0.000257064,0.00004922296,0.00003077631,0.0004400125,0.00002145106,0.0002240139,0.00001110849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007321488,"about_ca_system_score_gemma":0.0001590977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.871699e-7,"about_ca_topic_score_gemma":4.789185e-7,"domain_scores_codex":[0.998517,0.000007275535,0.0006595763,0.0001082128,0.0005480351,0.0001598385],"domain_scores_gemma":[0.9986953,0.00001853816,0.0004564945,0.0001144243,0.0006073115,0.0001079227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.05252816,0.001779151,0.01342166,0.0001782848,0.001987102,0.0005105687,0.00200359,0.0004531821,0.02222076,0.002315368,0.4066736,0.4959286],"study_design_scores_gemma":[0.0056203,0.009299495,0.1224941,0.0005071283,0.0003230204,0.004743983,0.0001970155,0.007223998,0.01561923,0.0005964935,0.8330569,0.0003183438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9756627,0.0001501631,0.002498162,0.01483208,0.003111719,0.0001654568,0.00002838239,0.0000127064,0.00353861],"genre_scores_gemma":[0.9780881,0.00009897653,0.01133152,0.00145687,0.002741184,0.000001769352,0.0000129846,0.00001079563,0.006257806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4956103,"threshold_uncertainty_score":0.9995376,"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."}}