{"id":"W2019616858","doi":"10.5539/cis.v1n3p125","title":"The Design and Implementation of Precious Test and Quality Control System Based on Delphi","year":2008,"lang":"en","type":"article","venue":"Computer and Information Science","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Delphi; Test (biology); Quality (philosophy); Control (management); Delphi method; Operating system; Artificial intelligence","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":[],"consensus_categories":[],"category_scores_codex":[0.001045172,0.00005153664,0.00006422969,0.00009754067,0.0005070342,0.0001146621,0.0002334963,0.00001696925,2.147916e-7],"category_scores_gemma":[0.00003384398,0.0000352198,0.000006483838,0.0002183563,0.0003246501,0.001520955,0.00006793375,0.00003939102,8.163573e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001939687,"about_ca_system_score_gemma":0.0001371123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006816183,"about_ca_topic_score_gemma":3.885416e-7,"domain_scores_codex":[0.9993296,0.00003590171,0.0002187711,0.00010446,0.0002174637,0.00009385683],"domain_scores_gemma":[0.9990125,0.0005210082,0.0001303265,0.0001544449,0.0001426672,0.00003906682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001610459,0.00004889064,0.04143764,0.00008501986,0.000008275213,4.533075e-7,0.004641589,0.001439008,0.0002848044,0.6832542,0.0003643325,0.2684197],"study_design_scores_gemma":[0.0004712285,0.0002017757,0.3721903,0.00001646597,0.000001485815,0.00002089098,0.0002560137,0.6252923,0.0009871967,0.0002169229,0.000279599,0.00006587397],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09213281,0.00002170997,0.9065095,0.0009070578,0.00009565114,0.0001949963,0.000001740924,0.00002996459,0.0001066204],"genre_scores_gemma":[0.9694349,0.00002442402,0.03021859,0.0003017737,0.000006322643,0.0000121241,4.668999e-7,4.920676e-7,9.220693e-7],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8773021,"threshold_uncertainty_score":0.3899749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02735100852598962,"score_gpt":0.316819669142145,"score_spread":0.2894686606161554,"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."}}