{"id":"W2160622038","doi":"10.3905/jot.2009.4.3.087","title":"TCA Benchmarks: <i>One or Many?</i>","year":2009,"lang":"he","type":"article","venue":"The Journal of Trading","topic":"scientometrics and bibliometrics research","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadians Living with HIV","funders":"","keywords":"Benchmark (surveying); Computer science; Simplicity; Order (exchange); Process (computing); Trading strategy; Database transaction; Econometrics; Business; Economics; Database; Finance","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":["metaresearch","bibliometrics","scholarly_communication","open_science","insufficient_payload"],"consensus_categories":["metaresearch","bibliometrics"],"category_scores_codex":[0.0642516,0.0002514002,0.000702825,0.03313946,0.0006726891,0.003031684,0.006234417,0.0001678359,0.005452209],"category_scores_gemma":[0.01893878,0.0001216624,0.0004167579,0.121833,0.0002270601,0.001163876,0.0002727874,0.00125216,0.0001661003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002246014,"about_ca_system_score_gemma":0.0005883691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001482919,"about_ca_topic_score_gemma":0.00000248835,"domain_scores_codex":[0.9835739,0.0007847673,0.001857869,0.000309841,0.01252808,0.0009455243],"domain_scores_gemma":[0.9857867,0.008982414,0.001414994,0.000743046,0.002317151,0.0007556677],"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":[0.00113614,0.0008184634,0.001645864,0.00002039638,0.0001757415,0.0003422766,0.002345605,0.0001418735,0.01722985,0.001082084,0.3440894,0.6309723],"study_design_scores_gemma":[0.01013798,0.02266994,0.3334194,0.001959908,0.0011399,0.007150538,0.01667102,0.06155425,0.01914132,0.09576043,0.428051,0.002344343],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8732955,0.03495418,0.009755055,0.04220761,0.004081264,0.0004573471,0.00002532749,0.0000127167,0.03521102],"genre_scores_gemma":[0.9843797,0.01026871,0.001381765,0.0008667607,0.0008683356,1.865474e-7,3.099346e-7,0.00001145591,0.002222781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6286279,"threshold_uncertainty_score":0.9991423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6057244644135725,"score_gpt":0.554667195559239,"score_spread":0.05105726885433348,"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."}}