{"id":"W2160135751","doi":"10.5555/381473.381559","title":"Invited industry presentations (IIP)","year":2001,"lang":"en","type":"article","venue":"International Conference on Software Engineering","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Computer science; Bottleneck; Business process reengineering; Component (thermodynamics); Usability; Software engineering; Mobile phone; Software; Engineering management; Knowledge management; Process management; World Wide Web; Engineering; Manufacturing engineering; Telecommunications; Human–computer interaction","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":[0.0001382274,0.0001771671,0.0001139777,0.000277236,0.00005319842,0.0002835741,0.001007267,0.000151255,0.0001300036],"category_scores_gemma":[0.0005938109,0.0001880026,0.00005351619,0.0003409285,0.00001253778,0.0007928278,0.0001660434,0.0005270761,0.00004701783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005703383,"about_ca_system_score_gemma":0.00002324019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000237383,"about_ca_topic_score_gemma":0.0000012699,"domain_scores_codex":[0.9988682,0.0000160317,0.0002083747,0.0003079335,0.0003727558,0.0002267334],"domain_scores_gemma":[0.9990635,0.0002288851,0.000068717,0.0003739555,0.0001583539,0.0001065672],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005331157,0.0003851986,0.05708114,0.00004690829,0.0003686785,0.0005528224,0.001266934,0.08063611,0.001605231,0.7521392,0.02916356,0.07670093],"study_design_scores_gemma":[0.00070073,0.000182127,0.02610595,0.000305924,0.00001493101,0.0002950038,0.00005139398,0.6488852,0.002596946,0.003914022,0.3158145,0.00113333],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01416306,0.00002784942,0.9782206,0.003531283,0.001024553,0.00009831365,0.000005983258,0.001690795,0.001237574],"genre_scores_gemma":[0.7631692,0.00009969553,0.2350713,0.0009262851,0.0002355135,0.00007562289,0.00001981907,0.0000271258,0.0003754065],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7490062,"threshold_uncertainty_score":0.7666523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04941791300018608,"score_gpt":0.3111535433468131,"score_spread":0.2617356303466269,"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."}}