{"id":"W2209890186","doi":"","title":"An Intelligent System for Generating and Managing FAQs","year":2007,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Frequently asked questions; Computer science; Process management; Business; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0003127807,0.0001764469,0.000185622,0.0005881006,0.0002211778,0.0001045914,0.0005328773,0.0000992968,0.000008404109],"category_scores_gemma":[0.00003167133,0.0001590616,0.00001740899,0.0005535187,0.0001108345,0.0001668409,0.0001166421,0.0002090251,0.00000564235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003268951,"about_ca_system_score_gemma":0.0001204391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002003446,"about_ca_topic_score_gemma":0.0006328622,"domain_scores_codex":[0.9986873,0.00002223243,0.0002553234,0.0005152195,0.0001738173,0.0003460587],"domain_scores_gemma":[0.9987091,0.0004861462,0.0001042601,0.0003512135,0.0001766769,0.0001726335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006487084,0.00004394362,0.001522748,0.00005249191,0.0000116017,0.000002944008,0.001325271,0.000002600525,0.001497998,0.9364414,0.00002945368,0.05906307],"study_design_scores_gemma":[0.0004553995,0.0002607315,0.003413951,0.0002279385,0.00002166686,0.00007852233,0.001431176,0.02146292,0.01561866,0.9556194,0.0009582115,0.0004514482],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2100797,0.00210953,0.2839715,0.4926654,0.006343912,0.001121067,0.00001784262,0.0009048004,0.002786295],"genre_scores_gemma":[0.966341,0.00004485137,0.03235647,0.0006286809,0.0004692069,0.0000866873,0.00002230137,0.000009772157,0.0000410032],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7562613,"threshold_uncertainty_score":0.6486346,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201058666978638,"score_gpt":0.2721394896841636,"score_spread":0.2520336229862998,"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."}}