{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02036312,0.0008014708,0.0005737662,0.002401554,0.004267547,0.01027485,0.002307151,0.002008442,0.01332243],"category_scores_gemma":[0.03402909,0.001114578,0.0007124052,0.001559385,0.004138032,0.01122918,0.02991864,0.004999451,0.004061067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001874293,"about_ca_system_score_gemma":0.00442839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003809075,"about_ca_topic_score_gemma":0.0009467626,"domain_scores_codex":[0.972017,0.01979075,0.0005925373,0.0018931,0.003589959,0.002116554],"domain_scores_gemma":[0.9427841,0.0297226,0.002719955,0.006765357,0.003268949,0.0147391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000714629,0.005601607,0.03948871,0.001087617,0.0001098148,0.003349458,0.1816707,0.002114685,0.02444104,0.0831924,0.02470443,0.633525],"study_design_scores_gemma":[0.0009898163,0.008253258,0.06047168,0.002000921,0.0001948436,0.004897706,0.1899709,0.02166704,0.01511565,0.1721117,0.5239311,0.0003954177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6012118,0.001035783,0.2416448,0.01553479,0.0008816401,0.001011306,0.00005517438,0.002421081,0.1362037],"genre_scores_gemma":[0.8872554,0.0003316469,0.09223738,0.001266212,0.0002301729,0.0007925365,0.000105156,0.0003140196,0.0174675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02036312,"threshold_uncertainty_score":0.1076918,"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."}}