{"id":"W2135273415","doi":"10.5555/776816.776952","title":"3rd international workshop on Adoption-Centric Software Engineering ACSE 2003","year":2003,"lang":"en","type":"article","venue":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Victoria","funders":"","keywords":"Software engineering; Social software engineering; Middleware (distributed applications); Software; Key (lock); Computer science; Software Engineering Process Group; Software peer review; Software construction; Software development; Engineering management; Systems engineering; Engineering; Computer security; Database; Operating system","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":[0.01065973,0.001399366,0.001228795,0.002248984,0.001589207,0.008166767,0.00243036,0.003822631,0.02558127],"category_scores_gemma":[0.01420844,0.0007280809,0.001265322,0.002132377,0.001619242,0.007187286,0.005806993,0.004441455,0.009281201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002176583,"about_ca_system_score_gemma":0.00487365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004014078,"about_ca_topic_score_gemma":0.006530656,"domain_scores_codex":[0.9935645,0.002239946,0.0004508189,0.000758992,0.002352074,0.0006336555],"domain_scores_gemma":[0.9904944,0.001873213,0.0002497179,0.001605666,0.004267907,0.001509133],"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":[0.0003253529,0.0007571626,0.002311327,0.000694161,0.00007779363,0.0007006871,0.003310977,0.00337463,0.004902321,0.05875468,0.3321854,0.5926057],"study_design_scores_gemma":[0.00005356189,0.0002193944,0.002100645,0.0007492916,0.00004496423,0.000627958,0.001877241,0.006502249,0.002908913,0.02894878,0.9559156,0.00005129339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.04042748,0.04156582,0.4835817,0.09457983,0.05059267,0.002255379,0.0009935835,0.004340293,0.2816633],"genre_scores_gemma":[0.1880714,0.03622637,0.2241709,0.009168476,0.008289824,0.001823462,0.005378893,0.002250361,0.5246203],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.02558127,"threshold_uncertainty_score":0.08557785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01235177887159879,"score_gpt":0.2104488418603535,"score_spread":0.1980970629887547,"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."}}