{"id":"W2096150300","doi":"10.1109/cmpsac.2002.1045036","title":"Reliability assessment of web applications","year":2003,"lang":"en","type":"article","venue":"","topic":"Software Reliability and Analysis Research","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Reliability engineering; Reliability (semiconductor); Markov chain; Formal verification; Markov model; Formal specification; Formal methods; Model checking; Markov process; Software engineering; Programming language; Engineering; Machine learning","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":[0.001941862,0.000433781,0.0002964383,0.001616788,0.0002933824,0.0009566497,0.0005213835,0.0005937956,0.0008227928],"category_scores_gemma":[0.01200898,0.0002510055,0.0003868546,0.0005243307,0.0003326144,0.001003685,0.0005731371,0.0004535766,0.0003360403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005317678,"about_ca_system_score_gemma":0.0004871148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001282538,"about_ca_topic_score_gemma":0.000984294,"domain_scores_codex":[0.9976293,0.0008652674,0.0001117108,0.0001192397,0.001124361,0.0001501978],"domain_scores_gemma":[0.9943943,0.002322832,0.0006290964,0.0007662191,0.001768495,0.0001190042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004532958,0.0002095642,0.03287967,0.0004435154,0.0001546145,0.000430319,0.0005850468,0.5334551,0.08883155,0.0302754,0.002121043,0.3101608],"study_design_scores_gemma":[0.00001171848,0.0003009437,0.009285486,0.00005753457,0.00003580534,0.0002107345,0.0000983812,0.9470338,0.02261022,0.01787395,0.002438446,0.00004299391],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4664489,0.001536889,0.5187204,0.0003554071,0.00006086245,0.0001396187,0.0002519356,0.001855811,0.01063007],"genre_scores_gemma":[0.9807705,0.0002545415,0.01795612,0.00001907179,0.0000235296,0.00004316717,0.000158672,0.00004931637,0.0007251741],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001941862,"threshold_uncertainty_score":0.01026964,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01744962278465697,"score_gpt":0.3317749368790895,"score_spread":0.3143253140944326,"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."}}