{"id":"W2163599520","doi":"10.1145/1281421.1281443","title":"Architectural knowledge and rationale","year":2007,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Design Education and Practice","field":"Engineering","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reuse; Architecture; Computer science; Software engineering; Architectural design; Engineering; Knowledge management; Engineering management","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":[0.01113524,0.0006111053,0.0006195862,0.003905311,0.003816743,0.01160192,0.001003691,0.003113235,0.006958044],"category_scores_gemma":[0.01531982,0.0008777864,0.0007509699,0.002832566,0.02589522,0.01736859,0.004885007,0.005667288,0.001034803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005147365,"about_ca_system_score_gemma":0.003897345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00549335,"about_ca_topic_score_gemma":0.007246159,"domain_scores_codex":[0.9929912,0.004578068,0.0003987118,0.0006212672,0.001076693,0.0003340376],"domain_scores_gemma":[0.9901369,0.006706792,0.0005122059,0.001314991,0.0009590763,0.0003701107],"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":[0.000007116872,0.000008827474,0.0001441255,0.0000502894,0.000005046714,0.00003342153,0.003748421,0.0002359884,0.00008307444,0.9775717,0.00272592,0.01538599],"study_design_scores_gemma":[0.00000901915,0.00001148789,0.0002842092,0.0002668462,0.000007814987,0.00007082126,0.002447737,0.000421672,0.0001498581,0.8857828,0.1105344,0.00001321072],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03758737,0.05753062,0.226845,0.1284863,0.001884986,0.0001734683,0.0003876679,0.0002802049,0.5468244],"genre_scores_gemma":[0.8629043,0.02270568,0.06799051,0.00521091,0.0008303573,0.0002763274,0.0004821286,0.0001989251,0.03940085],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01160192,"threshold_uncertainty_score":0.05888945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676527167195552,"score_gpt":0.2541623999534139,"score_spread":0.2373971282814584,"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."}}