{"id":"W4232585321","doi":"10.26522/ti.v2i1.745","title":"Klap","year":2013,"lang":"en","type":"article","venue":"ti<","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00005267824,0.00002354405,0.00004962818,0.00002018003,0.00001302664,0.000002717919,0.000007926929,0.00002142884,0.003510135],"category_scores_gemma":[0.00005945773,0.00001639794,0.00002522748,0.00004180826,0.00001891652,0.00003641949,0.0000037667,0.00003326462,0.002465148],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005530684,"about_ca_system_score_gemma":0.00001226838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000202275,"about_ca_topic_score_gemma":2.297552e-7,"domain_scores_codex":[0.9997779,0.000007439239,0.0000543383,0.00004809027,0.00005649639,0.00005570063],"domain_scores_gemma":[0.9998048,0.00004093155,0.000008232048,0.00007708098,0.00002664454,0.00004232352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00002684528,0.0002112689,0.251371,0.00009937977,0.00003080574,0.00001331363,0.0006954347,0.000001018885,0.03734285,0.0008389368,0.07022817,0.639141],"study_design_scores_gemma":[0.0003879606,0.0001583625,0.8022602,0.00003524487,0.00001799941,0.00001883747,0.0001727448,0.00009706974,0.002479899,0.0005905342,0.193715,0.00006613544],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9219249,0.00005708747,0.00002051354,0.002447381,0.0001061492,0.0001022573,1.153423e-7,0.00003615773,0.07530545],"genre_scores_gemma":[0.9708942,0.00000460206,0.0003084812,0.0004918994,0.0001122765,0.00001049764,0.000003256563,0.000003402985,0.02817142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6390749,"threshold_uncertainty_score":0.9983115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01190396468349396,"score_gpt":0.2562367745877018,"score_spread":0.2443328099042079,"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."}}