{"id":"W4286331388","doi":"10.1109/saner53432.2022.00046","title":"What really is software design?","year":2022,"lang":"en","type":"article","venue":"2022 IEEE International Conference on Software Analysis, Evolution and Reengineering (SANER)","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Software design; Computer science; Software development; Software engineering; Software construction; Social software engineering; Software design description; Software peer review; Software; Personal software process; Context (archaeology); Programming language","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01963806,0.001403982,0.001805993,0.004503294,0.006280336,0.02150548,0.002229781,0.007568887,0.00575961],"category_scores_gemma":[0.04409159,0.0009408054,0.0009069351,0.006799777,0.03759855,0.02849363,0.004297851,0.01095963,0.00346872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008413479,"about_ca_system_score_gemma":0.01101526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005331303,"about_ca_topic_score_gemma":0.003530776,"domain_scores_codex":[0.9480596,0.03146397,0.002602446,0.003715974,0.01233568,0.001822372],"domain_scores_gemma":[0.9387255,0.03883361,0.003030231,0.00570561,0.009968047,0.003736934],"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":[0.00004559159,0.0001507746,0.003317995,0.00364756,0.00009140637,0.000405161,0.03150939,0.0006513071,0.0007334948,0.609948,0.1288651,0.2206341],"study_design_scores_gemma":[0.00001342793,0.00005591892,0.0009363866,0.003492798,0.00002142979,0.0004343996,0.01462441,0.0003511483,0.0002993728,0.3636575,0.6160716,0.00004154903],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.009822282,0.1548877,0.05298978,0.6286138,0.01439308,0.0001559604,0.0002712085,0.000722953,0.1381431],"genre_scores_gemma":[0.4375682,0.2951888,0.07218467,0.1257399,0.01774752,0.0005906541,0.0007880092,0.0013291,0.04886305],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02150548,"threshold_uncertainty_score":0.1038572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03903169716286584,"score_gpt":0.2895528552680603,"score_spread":0.2505211581051945,"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."}}