{"id":"W4213361959","doi":"10.4018/978-1-59140-251-0.ch005","title":"Software and Culture","year":2004,"lang":"en","type":"book-chapter","venue":"Advances in global information management (AGIM) book series","topic":"Usability and User Interface Design","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada); Concordia University","funders":"","keywords":"User interface; Computer science; Interface (matter); Software; Human–computer interaction; Modular design; Component (thermodynamics); Component-based software engineering; Software development; Core (optical fiber); Software engineering; Operating system; Telecommunications","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":[0.001100779,0.0008259553,0.0004054445,0.001022219,0.003651969,0.01041953,0.0006779091,0.001595629,0.01141036],"category_scores_gemma":[0.002328195,0.0002579508,0.0002354477,0.001426701,0.01209867,0.007295457,0.004373568,0.003284511,0.002815105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003808201,"about_ca_system_score_gemma":0.002560211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005374898,"about_ca_topic_score_gemma":0.0045123,"domain_scores_codex":[0.9983353,0.0007589376,0.00006653784,0.0001999331,0.0004490433,0.0001902811],"domain_scores_gemma":[0.9991255,0.0003384808,0.00007156256,0.0001342858,0.0001765537,0.000153652],"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":[0.000008242673,0.00001332138,0.0002789358,0.0001048916,0.000007950325,0.00007261363,0.01348988,0.0001172047,0.0002007802,0.8921815,0.02975839,0.0637663],"study_design_scores_gemma":[0.000004200866,0.00001709648,0.0004622172,0.0003377543,0.000005675171,0.0001745989,0.004243061,0.00009261264,0.0001853943,0.1716647,0.8228002,0.00001247549],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.008860999,0.03502811,0.006537564,0.01771801,0.001355111,0.00003898663,0.00008069693,0.0001203329,0.9302602],"genre_scores_gemma":[0.4255072,0.05451289,0.009128812,0.01741516,0.001492799,0.000244901,0.0002276631,0.0003774149,0.4910931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01141036,"threshold_uncertainty_score":0.03817147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006910334029310634,"score_gpt":0.2298518340333267,"score_spread":0.2229415000040161,"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."}}