{"id":"W2158309598","doi":"10.1007/978-3-642-39512-3_8","title":"From Software Models to Dependability Analysis Models","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Software Reliability and Analysis Research","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University","funders":"","keywords":"Dependability; Computer science; Reliability engineering; Software engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004608738,0.001225168,0.0005430083,0.001589764,0.0004061108,0.002314857,0.001334974,0.0008706727,0.01350659],"category_scores_gemma":[0.002151116,0.0007211702,0.0007541476,0.00209496,0.001357579,0.004368118,0.0009857073,0.00284938,0.005333407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001542524,"about_ca_system_score_gemma":0.001008997,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001630527,"about_ca_topic_score_gemma":0.001852106,"domain_scores_codex":[0.9996301,0.00006880269,0.0000171606,0.00005135648,0.0002143718,0.00001818062],"domain_scores_gemma":[0.9992567,0.0004682112,0.00002791088,0.0001023971,0.0001238117,0.00002103451],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000006440994,0.00002518156,0.00005662745,0.0003216386,0.00001053026,0.00003630729,0.0001981894,0.006668509,0.0006260058,0.8248193,0.05094834,0.1162829],"study_design_scores_gemma":[0.000003303226,0.000007941557,0.00006182789,0.0002358097,0.000007854239,0.00007479662,0.00003539455,0.006773578,0.0003058478,0.7684926,0.2239902,0.00001087455],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003112619,0.0782166,0.4806797,0.007553575,0.00219397,0.00007546684,0.0005959012,0.001457046,0.4261152],"genre_scores_gemma":[0.1551459,0.1872715,0.2645829,0.004147992,0.004016099,0.0004868063,0.002222724,0.002215775,0.3799104],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01350659,"threshold_uncertainty_score":0.04518408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05453463509694056,"score_gpt":0.2695427000511866,"score_spread":0.2150080649542461,"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."}}