{"id":"W1901723754","doi":"10.1109/apsec.1998.733596","title":"A reuse case perspective on documenting frameworks","year":2002,"lang":"en","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Reuse; Perspective (graphical); Computer science; Order (exchange); Data science; Knowledge management; Software engineering; Management science; Artificial intelligence; Engineering; Business","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":[0.0001957287,0.0001103753,0.0001028227,0.00008233303,0.00009094141,0.00008577842,0.0005819123,0.00009335154,0.00006148332],"category_scores_gemma":[0.002616528,0.00009610089,0.00004025663,0.0002773402,0.00002198233,0.0003452676,0.0003026848,0.00039373,0.0001013276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001038179,"about_ca_system_score_gemma":0.000003084196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001656127,"about_ca_topic_score_gemma":0.000001230095,"domain_scores_codex":[0.9991545,0.00006003245,0.0001004455,0.0003239342,0.0001246104,0.0002364532],"domain_scores_gemma":[0.9980684,0.0009242409,0.00003149871,0.0008700512,0.00005297182,0.00005287484],"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":[0.000003626884,0.0001055263,0.00003836397,0.000009430162,0.00004033133,0.004653508,0.01151805,0.07497119,0.0001318462,0.8260441,0.004673658,0.07781037],"study_design_scores_gemma":[0.001026666,0.0006344822,0.0001648003,0.0001316542,0.00001683051,0.004752769,0.003060359,0.2800566,0.007555699,0.6949316,0.006022623,0.001645904],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002819496,0.0001296824,0.9869787,0.001432547,0.0002886363,0.00006638271,1.80772e-7,0.001021411,0.00726293],"genre_scores_gemma":[0.1845802,0.000009510721,0.8140379,0.0003733775,0.00004176607,0.000007764513,2.762764e-8,0.000007503542,0.0009419367],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.2050854,"threshold_uncertainty_score":0.3918881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04520769650044229,"score_gpt":0.3160192073860548,"score_spread":0.2708115108856125,"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."}}