{"id":"W1932147983","doi":"10.24908/pceea.v0i0.3941","title":"ELICITATION, REPRESENTATION AND MANAGEMENT OF SOFTWARE DESIGN KNOWLEDGE","year":2011,"lang":"en","type":"article","venue":"Proceedings of the Canadian Engineering Education Association (CEEA)","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Knowledge management; Computer science; Domain knowledge; Body of knowledge; Software deployment; Descriptive knowledge; Personal knowledge management; Knowledge engineering; Reuse; Knowledge representation and reasoning; Knowledge value chain; Software engineering; Organizational learning; Artificial intelligence; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.01818298,0.0008546354,0.0008911552,0.005229261,0.001374742,0.004293984,0.002114053,0.001727029,0.001741189],"category_scores_gemma":[0.04851277,0.0007782963,0.0008530359,0.004115806,0.00139072,0.005571272,0.005278985,0.002292112,0.0008932367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002766212,"about_ca_system_score_gemma":0.005782796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002020275,"about_ca_topic_score_gemma":0.004506133,"domain_scores_codex":[0.9740838,0.01507767,0.002011758,0.001707488,0.006485987,0.0006332462],"domain_scores_gemma":[0.9385195,0.03738248,0.003849087,0.01430946,0.005402508,0.0005370105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002108683,0.0008328923,0.006916226,0.00195913,0.0001054085,0.0005557614,0.02389479,0.008771023,0.03083309,0.0230089,0.004961723,0.8979502],"study_design_scores_gemma":[0.0003762691,0.001172161,0.02858284,0.003391479,0.0006220217,0.002895797,0.04059332,0.1764088,0.1570695,0.2200121,0.3683182,0.0005574889],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1123284,0.001187662,0.8568959,0.003045907,0.00006742831,0.001733717,0.001074618,0.00149839,0.02216804],"genre_scores_gemma":[0.2794276,0.001093231,0.7090998,0.0004766137,0.00005415122,0.001370236,0.002521779,0.0001821696,0.005774433],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01818298,"threshold_uncertainty_score":0.0961619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04524927723184269,"score_gpt":0.2632986687519532,"score_spread":0.2180493915201105,"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."}}