{"id":"W7761828","doi":"10.1126/science.7761828","title":"Using Extreme Programming for Knowledge Transfer","year":2001,"lang":"en","type":"article","venue":"","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Extreme programming; Computer science; Identity (music); Knowledge management; Software; Software development; Business; Software development process; 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":[0.0001802039,0.00006868569,0.00007898868,0.00005058068,0.00009887567,0.00008748403,0.0001895004,0.0000331956,0.00001776124],"category_scores_gemma":[0.000007117947,0.00005688908,0.00005673877,0.000162712,0.000005537889,0.0003002011,0.00001759748,0.00002189699,0.00001756168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002477377,"about_ca_system_score_gemma":0.00002194099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003733284,"about_ca_topic_score_gemma":0.00005733438,"domain_scores_codex":[0.9993808,0.00001797617,0.000145082,0.0001961269,0.00007529638,0.0001847408],"domain_scores_gemma":[0.9996802,0.0000336082,0.00001431239,0.0001707623,0.00005554352,0.0000456292],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001320502,0.0003571763,0.003623,0.0001273465,0.00003733074,0.000006434219,0.004803115,0.0001810169,0.03313961,0.1651353,0.000842553,0.7917339],"study_design_scores_gemma":[0.0006486159,0.00005003957,0.0005793435,0.00003039754,0.000006793096,0.00001938016,0.00005215106,0.8543634,0.003478512,0.0002133601,0.1403546,0.0002034423],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02332898,0.00008654589,0.9738998,0.00008550714,0.0003034402,0.0003570068,2.272455e-7,0.0001267714,0.001811738],"genre_scores_gemma":[0.8426536,0.000002912733,0.1554762,0.00004066175,0.000133071,0.00002764769,0.000001020439,0.000006984324,0.00165791],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8541824,"threshold_uncertainty_score":0.2319869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2198750925591852,"score_gpt":0.3334899443531188,"score_spread":0.1136148517939336,"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."}}