{"id":"W2251611076","doi":"","title":"Proceedings of the 6th international workshop on Software quality","year":2008,"lang":"en","type":"article","venue":"","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Session (web analytics); Quality (philosophy); Software; Computer science; Engineering management; Software review; Software quality; Software peer review; Pleasure; Software development; Engineering; World Wide Web; Software construction; Psychology; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01010269,0.001344643,0.00132385,0.002055754,0.001446759,0.007177405,0.002624983,0.002785043,0.07583046],"category_scores_gemma":[0.01379027,0.0006590604,0.00178984,0.001526779,0.00171981,0.005278614,0.005043327,0.005188083,0.02310105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001942108,"about_ca_system_score_gemma":0.002843839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001764166,"about_ca_topic_score_gemma":0.002992052,"domain_scores_codex":[0.9926306,0.002582334,0.0006074889,0.0008119175,0.002697471,0.0006701639],"domain_scores_gemma":[0.9918334,0.002030175,0.0003385708,0.001251062,0.003193576,0.001353153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002907674,0.0002210719,0.0008100537,0.0007640129,0.00009941853,0.0002946343,0.00123689,0.001615796,0.00286767,0.03400432,0.5731992,0.3845962],"study_design_scores_gemma":[0.00002499544,0.0001042645,0.0007663019,0.0005175886,0.00002800632,0.0002305235,0.0003235349,0.001228133,0.0008402743,0.01158723,0.9843253,0.00002382269],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01557531,0.1291529,0.270681,0.08267359,0.1107682,0.001089983,0.001665224,0.002906586,0.3854873],"genre_scores_gemma":[0.1177125,0.06528747,0.1727334,0.007650664,0.02378554,0.001253342,0.007202596,0.003365273,0.6010092],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07583046,"threshold_uncertainty_score":0.2536781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03155408621747025,"score_gpt":0.2747610503058946,"score_spread":0.2432069640884244,"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."}}