{"id":"W2809551147","doi":"10.3233/jid-2017-0020","title":"Application of Design Methodologies to Web System Design: A Case Study of JIDPS Editorial System","year":2018,"lang":"en","type":"article","venue":"Journal of Integrated Design and Process Science","topic":"Web Applications and Data Management","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Systems design; Web application; World Wide Web; Software engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.00971835,0.0001621769,0.0003949349,0.0006068231,0.0002478031,0.0002107652,0.00164306,0.00005788104,5.564814e-7],"category_scores_gemma":[0.0003998188,0.0001107723,0.00003005164,0.00262402,0.0002541626,0.0008654228,0.0001811412,0.0001325838,0.000002304934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001252208,"about_ca_system_score_gemma":0.0007410064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001190096,"about_ca_topic_score_gemma":0.00000288635,"domain_scores_codex":[0.9972764,0.0004824201,0.0008260474,0.0003995544,0.0007961321,0.0002195095],"domain_scores_gemma":[0.995174,0.0004683201,0.0009187915,0.0005264068,0.00275312,0.0001593881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003612239,0.002730194,0.0006415269,0.002497984,0.0005592055,0.0007674166,0.04876749,0.08948585,0.5080603,0.05406858,0.01643955,0.2723697],"study_design_scores_gemma":[0.001734859,0.01068404,0.00007810522,0.0006267168,0.0001727734,0.002571742,0.0591981,0.7594606,0.1636647,0.0009547195,0.000374243,0.0004793746],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01812839,0.00005258522,0.9793624,0.00003328628,0.001341134,0.001006197,0.00000240879,0.00003978356,0.00003385665],"genre_scores_gemma":[0.6189166,0.000002796693,0.3807538,0.000006582293,0.0002757051,0.00003908465,6.011184e-8,0.000003575375,0.000001820061],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.6699747,"threshold_uncertainty_score":0.4517162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07787450560522806,"score_gpt":0.3497726417473995,"score_spread":0.2718981361421715,"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."}}