{"id":"W78107666","doi":"10.1007/978-3-642-01680-6_2","title":"Decision Processes for Trustworthy Software","year":2009,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Software Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Transparency (behavior); Computer science; Trustworthiness; Software; Decision support system; Key (lock); Management science; Empirical research; Software engineering; Knowledge management; Process management; Data mining; Engineering; Computer security","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":[0.006566168,0.001248372,0.001189248,0.001164944,0.001221685,0.00431538,0.001829258,0.002223733,0.009119672],"category_scores_gemma":[0.02069756,0.0009505959,0.00168519,0.001511781,0.003730347,0.005561854,0.003030109,0.004710677,0.001723069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002216121,"about_ca_system_score_gemma":0.002455454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001501051,"about_ca_topic_score_gemma":0.001162437,"domain_scores_codex":[0.9929231,0.00279968,0.000576229,0.0008133104,0.002446389,0.0004412345],"domain_scores_gemma":[0.9889818,0.008201616,0.0005721044,0.001231487,0.0007826872,0.0002302119],"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":[0.0000468508,0.00003511568,0.0001347825,0.0001647639,0.00003345665,0.00006289176,0.000379934,0.02028353,0.0006165297,0.9203051,0.001480469,0.05645661],"study_design_scores_gemma":[0.00001572787,0.00002469249,0.00004635188,0.00005110137,0.00001294711,0.00002674972,0.00004615938,0.06890815,0.0005150802,0.9262377,0.004103746,0.00001157444],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.005441434,0.0009641626,0.9778795,0.0008434937,0.0001128956,0.0001027191,0.00004022592,0.000162063,0.01445357],"genre_scores_gemma":[0.3313727,0.002047261,0.6453694,0.0003063725,0.0003061513,0.0005589726,0.0002143615,0.0001993124,0.01962557],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009119672,"threshold_uncertainty_score":0.03472561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830270806214984,"score_gpt":0.2726176058727606,"score_spread":0.2543148978106108,"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."}}