{"id":"W4230535286","doi":"10.1109/icse.1996.493417","title":"System acquisition based on software product assessment","year":2002,"lang":"en","type":"article","venue":"","topic":"Educational Technology and Assessment","field":"Computer Science","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Computer science; Software engineering; Product (mathematics); Process (computing); Software; Systems engineering; Verification and validation; Static program analysis; Software development; Engineering; Operations management; Operating system","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001694575,0.000469645,0.0005426912,0.002167674,0.0004845425,0.001690637,0.0005057327,0.0005081132,0.006102783],"category_scores_gemma":[0.009530945,0.0002743843,0.000256301,0.001206286,0.0004161778,0.002056224,0.001328575,0.0006992272,0.002399109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006328431,"about_ca_system_score_gemma":0.001243739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002498859,"about_ca_topic_score_gemma":0.002182481,"domain_scores_codex":[0.9972383,0.0006560787,0.0001041554,0.0001841855,0.001695938,0.0001213955],"domain_scores_gemma":[0.99462,0.001491277,0.0003654951,0.0008659957,0.002486439,0.0001707197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003888966,0.0002415718,0.01971935,0.0001892213,0.00004872293,0.0007519186,0.0007329334,0.01970804,0.03210533,0.02094379,0.00816495,0.8970053],"study_design_scores_gemma":[0.0001171884,0.001080751,0.03284144,0.0003630349,0.0001308301,0.002729023,0.0005244691,0.7470027,0.09676531,0.03572279,0.08252594,0.0001966063],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1830112,0.0005865486,0.7139748,0.0007152856,0.0001110925,0.0008835277,0.0004339088,0.01785061,0.08243308],"genre_scores_gemma":[0.7309847,0.0003515602,0.2548894,0.0001227448,0.00003728025,0.000261867,0.0005747473,0.0003216501,0.01245607],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006102783,"threshold_uncertainty_score":0.02041578,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01831362892113988,"score_gpt":0.2724230714978453,"score_spread":0.2541094425767055,"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."}}