{"id":"W2073484328","doi":"10.7251/jit1201014f","title":"Analyzing the Cost and Benefit of Pair Programming Revisited","year":2012,"lang":"en","type":"article","venue":"JITA - Journal of Information Technology and Applications (Banja Luka) - APEIRON","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Focus (optics); Software; Pair programming; Software development; Value (mathematics); Project management; Industrial engineering; Software engineering; Product (mathematics); Risk analysis (engineering); Operations research; Systems engineering; Engineering; Mathematics; Business; Programming language","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007109299,0.00008229345,0.0001382498,0.000422499,0.0001528103,0.00007021395,0.0003785017,0.0001082459,0.000002079621],"category_scores_gemma":[0.00009898379,0.000059269,0.0000302216,0.0007211905,0.00008567974,0.001671511,0.0001209022,0.0002525114,0.000001633591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001649271,"about_ca_system_score_gemma":0.00001211954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001648826,"about_ca_topic_score_gemma":1.427718e-7,"domain_scores_codex":[0.9992839,0.00001115975,0.0004160148,0.0000537653,0.0001002882,0.0001349179],"domain_scores_gemma":[0.9987826,0.0001630281,0.0006017578,0.0002569613,0.0001498648,0.00004578674],"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":[0.000004131791,0.00002585945,0.009500287,0.00004851852,0.00002691241,1.146598e-7,0.0003192813,0.00002196132,0.0000816605,0.268627,0.0001576214,0.7211866],"study_design_scores_gemma":[0.0008119323,0.0004430915,0.03643541,0.0002682578,0.0001719339,0.001064401,0.001174425,0.007394173,0.008836213,0.02797122,0.9149219,0.0005070731],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01781086,0.002077958,0.9775389,0.002095344,0.00002689093,0.0002570464,0.000001889404,0.0001096116,0.00008153941],"genre_scores_gemma":[0.8651326,0.000563796,0.1341532,0.00006322119,0.00003549622,0.00003914216,0.000002445075,0.000003385179,0.000006750183],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9147642,"threshold_uncertainty_score":0.241692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009082411788905684,"score_gpt":0.2507347346152655,"score_spread":0.2416523228263598,"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."}}