{"id":"W2774657228","doi":"10.1115/1.4038695","title":"Society Awards 2017","year":2017,"lang":"en","type":"article","venue":"Journal of Biomechanical Engineering","topic":"Osteoarthritis Treatment and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":[0.0002574666,0.0001147872,0.0003177728,0.00006260403,0.00009901199,0.00005418462,0.0001654182,0.0001082773,0.00003862512],"category_scores_gemma":[0.0001432228,0.00008978532,0.0003644935,0.00003249809,0.00001775785,0.0001770189,0.00005327764,0.000222308,0.0000160811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006122088,"about_ca_system_score_gemma":0.00005612808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001478658,"about_ca_topic_score_gemma":2.534419e-7,"domain_scores_codex":[0.9991752,0.000003454241,0.0002753326,0.0000905486,0.0002637196,0.0001917455],"domain_scores_gemma":[0.9991608,0.00001804281,0.0002144097,0.0002828357,0.000101843,0.0002220328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001077934,0.0001578544,0.000115714,0.00007428393,0.000221444,0.0006524083,0.00006111799,0.00001228905,0.96077,0.001492174,0.00115531,0.03517962],"study_design_scores_gemma":[0.02301029,0.01136586,0.004040745,0.002354251,0.001078161,0.008626961,0.0001727674,0.01046286,0.8558462,0.001133316,0.08104924,0.0008593038],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645498,0.001202492,0.02710977,0.002540949,0.003136219,0.0002458542,0.00000878301,0.00007769465,0.001128397],"genre_scores_gemma":[0.9830498,0.0001463751,0.01576078,0.00006554162,0.0006333428,0.000001441414,0.000001175643,0.00002020235,0.0003213281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1049237,"threshold_uncertainty_score":0.3661339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02136733204862014,"score_gpt":0.2816770856208517,"score_spread":0.2603097535722316,"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."}}