{"id":"W2545852208","doi":"10.1109/dmesp.1991.171703","title":"Towards effective management of expert system projects","year":2002,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Expert system; Computer science; Subject-matter expert; Domain (mathematical analysis); Software engineering; Development (topology); Systems engineering; Engineering; Artificial intelligence","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05965731,0.001137314,0.0008948696,0.008665347,0.004275313,0.01700326,0.006803329,0.003847252,0.007558815],"category_scores_gemma":[0.1444594,0.001110885,0.0004866922,0.005193217,0.002090033,0.01768629,0.01121744,0.003800192,0.005032949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0056765,"about_ca_system_score_gemma":0.02226251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001868956,"about_ca_topic_score_gemma":0.002237987,"domain_scores_codex":[0.9338784,0.03213072,0.005068047,0.004951132,0.02025813,0.00371356],"domain_scores_gemma":[0.8606328,0.03046717,0.0209169,0.02586277,0.04239734,0.019723],"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":[0.0001298152,0.000790549,0.008280289,0.0004522702,0.00004974486,0.0003709415,0.005401492,0.008288368,0.003053443,0.04730708,0.02854402,0.897332],"study_design_scores_gemma":[0.000584146,0.001729614,0.03634235,0.002085792,0.0001172832,0.001542131,0.02357876,0.1308957,0.01229878,0.2527854,0.5376202,0.0004198735],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.07101814,0.002109606,0.8252017,0.02625885,0.0005411642,0.004298423,0.0004166213,0.008859545,0.06129589],"genre_scores_gemma":[0.2577522,0.001702769,0.7068309,0.001259915,0.0003294659,0.003970907,0.001483787,0.0005328419,0.02613724],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05965731,"threshold_uncertainty_score":0.3155017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02376670100234926,"score_gpt":0.2626460874990867,"score_spread":0.2388793864967374,"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."}}