{"id":"W1591174700","doi":"10.1007/978-3-540-39404-4_18","title":"New Management Methods for Feature and Preference Interactions","year":2003,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Telephony; Computer science; Context (archaeology); Telecommunications Management Network; Service provider; Feature (linguistics); Service (business); Order (exchange); Telecommunications; Computer security; Business; Element management system; Network architecture","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":[0.003259619,0.0009970554,0.0008879628,0.001760025,0.001390134,0.002608647,0.003020325,0.001357055,0.01264296],"category_scores_gemma":[0.009768754,0.0007226273,0.001132571,0.001882058,0.001421873,0.00860257,0.002716529,0.003056786,0.002310338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00102132,"about_ca_system_score_gemma":0.001020233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259515,"about_ca_topic_score_gemma":0.00235182,"domain_scores_codex":[0.9967245,0.0008767566,0.0002345089,0.0005245415,0.001444096,0.0001954781],"domain_scores_gemma":[0.9960782,0.001914818,0.0002574053,0.0008771344,0.0007217661,0.000150763],"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":[0.0000697194,0.0001953327,0.0003324617,0.0001449378,0.00004176438,0.00007017012,0.0004491025,0.01106751,0.00257728,0.558263,0.009754574,0.4170342],"study_design_scores_gemma":[0.00005902739,0.00006149584,0.0002498736,0.00005985159,0.00005881033,0.000219909,0.0001797222,0.4050594,0.003026734,0.5534566,0.03751267,0.00005592392],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.0009955785,0.00009214429,0.9947188,0.0001093861,0.00006533841,0.0000547523,0.00002864601,0.0002822386,0.00365312],"genre_scores_gemma":[0.05853956,0.0002390024,0.9212553,0.0001476185,0.0002066705,0.0004690917,0.0001543252,0.0003462263,0.01864225],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01264296,"threshold_uncertainty_score":0.04229486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05067887664366095,"score_gpt":0.327783903042081,"score_spread":0.2771050263984201,"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."}}