{"id":"W2001659261","doi":"10.1145/1383602.1383649","title":"Creating synergy between usability courses and open source software projects","year":2008,"lang":"en","type":"article","venue":"ACM SIGCSE Bulletin","topic":"Open Source Software Innovations","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"Charles Babbage Institute, University of Minnesota","keywords":"Usability; Computer science; Open source software; Open source; Usability engineering; Software engineering; Pluralistic walkthrough; Context (archaeology); Usability lab; Component-based usability testing; Software; World Wide Web; Human–computer interaction; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007638449,0.0002614696,0.0003932065,0.0001082593,0.001078691,0.0006285652,0.003154158,0.0001207184,0.0001155707],"category_scores_gemma":[0.004528876,0.0002533237,0.00005158244,0.0006568657,0.0003450246,0.0004475962,0.00412639,0.0002841236,0.0001725531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006612415,"about_ca_system_score_gemma":0.0002648528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009716905,"about_ca_topic_score_gemma":0.00001442966,"domain_scores_codex":[0.9976751,0.0001895994,0.0004582874,0.0008166201,0.0003939226,0.0004664514],"domain_scores_gemma":[0.9960963,0.001661816,0.0002253136,0.001603076,0.0002472613,0.0001662961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002098753,0.000285806,0.8446413,0.00006759884,0.000103123,0.0000850955,0.009079192,0.0001171692,0.0001003579,0.002772364,0.04316052,0.09956651],"study_design_scores_gemma":[0.002220199,0.0005399552,0.3549839,0.0002637174,0.00005371949,0.0004015623,0.0007554929,0.0003900556,0.002962664,0.00420405,0.6314022,0.001822456],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8500896,0.00008812149,0.1374058,0.008691532,0.0001174021,0.0008733958,0.00001366058,0.0007423993,0.001978075],"genre_scores_gemma":[0.7521605,0.000006287772,0.2447357,0.0008022628,0.0001221546,0.00007931599,0.00001056612,0.00003037373,0.002052761],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5882417,"threshold_uncertainty_score":0.9999919,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04499389615749449,"score_gpt":0.2840888090733392,"score_spread":0.2390949129158447,"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."}}