{"id":"W2032380693","doi":"10.1145/330678.330804","title":"Design brief: Nortel Networks","year":2000,"lang":"en","type":"article","venue":"interactions","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006402852,0.00009383661,0.00007796216,0.000111583,0.0001922853,0.0003663798,0.000125444,0.0000250207,0.01740469],"category_scores_gemma":[0.00003548891,0.00009663146,0.00004180211,0.000431989,0.00002060434,0.001227077,0.00002636821,0.0001170571,0.002853679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002953544,"about_ca_system_score_gemma":0.00001071409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001864231,"about_ca_topic_score_gemma":0.0001699831,"domain_scores_codex":[0.9994165,0.000008026788,0.0001770194,0.0001564359,0.00009602733,0.0001460078],"domain_scores_gemma":[0.9995672,0.0000676545,0.00006486489,0.0001803408,0.0001115196,0.000008475645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001555603,0.0002726468,0.006222323,0.00001480603,0.0000762468,0.00002471519,0.00009232965,0.2815411,0.0002162258,0.003617982,0.5825477,0.1252183],"study_design_scores_gemma":[0.0001763502,0.000003574121,0.002420593,0.00002355343,0.00002370357,0.000005171933,0.00004270667,0.0833753,0.00001682558,0.0003565956,0.9134169,0.0001386894],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03196295,0.00008411446,0.4275656,0.003959149,0.004124419,0.000582575,0.000005697606,0.0008763297,0.5308391],"genre_scores_gemma":[0.9842218,0.00001077296,0.0004063236,0.00289383,0.001823539,0.00005129211,0.00002523094,0.00002074975,0.01054642],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9522589,"threshold_uncertainty_score":0.9979227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938855948741515,"score_gpt":0.2467348641224919,"score_spread":0.2273463046350767,"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."}}