{"id":"W7025246185","doi":"","title":"What we're hearing : World Federation of Technical Assessment Organizations one step closer to worldwide assessments","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Psychometric Methodologies and Testing","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Impact assessment; Technical report; Russian federation","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004987169,0.0001483566,0.0003857639,0.0007974861,0.000251193,0.0006413978,0.000506487,0.00006934618,0.002139447],"category_scores_gemma":[0.02445885,0.0001242693,0.0000645416,0.006552542,0.00003981082,0.0005557961,0.0001932777,0.0002288534,0.00005126845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001321516,"about_ca_system_score_gemma":0.000162493,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009994284,"about_ca_topic_score_gemma":0.0001838531,"domain_scores_codex":[0.9962782,0.0006107983,0.0008625677,0.0005292566,0.001408082,0.0003110632],"domain_scores_gemma":[0.9907397,0.007510921,0.0003039418,0.0006864181,0.000597131,0.0001618657],"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":[0.00004144779,0.0009818011,0.2702709,0.00003421131,0.00009249966,0.00001020633,0.0004369074,0.001410171,0.1657351,0.07907553,0.03772855,0.4441827],"study_design_scores_gemma":[0.001852181,0.0006864783,0.5302642,0.0006540845,0.0000917962,0.00001986323,0.006738972,0.003733893,0.02916682,0.327968,0.09770223,0.001121483],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08518063,0.0000980482,0.7540001,0.005606128,0.00158097,0.0006459137,0.000005260742,0.0001243373,0.1527586],"genre_scores_gemma":[0.5765505,0.0000233003,0.4204883,0.0002548653,0.00003497067,0.00001572443,0.000001880394,0.00001208747,0.002618412],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.4913698,"threshold_uncertainty_score":0.9987727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.368837115756697,"score_gpt":0.495146292731972,"score_spread":0.126309176975275,"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."}}