{"id":"W2150008689","doi":"10.1109/icmcs.2011.5945613","title":"A framework for self-configuring devices using TR-069","year":2011,"lang":"en","type":"article","venue":"","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; IBM; Architecture; Computer network; Simple Network Management Protocol; Broadband networks; Service provider; Broadband; Protocol (science); Service (business); Domain (mathematical analysis); Network management; Telecommunications","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003122289,0.0001254361,0.0001501806,0.00007241345,0.00008283017,0.00004562234,0.0006406993,0.00007723655,0.000009954464],"category_scores_gemma":[0.0004498192,0.0001122815,0.00005610989,0.0001897727,0.00001547118,0.0004435795,0.0001417447,0.000100365,0.000007329988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000312147,"about_ca_system_score_gemma":0.00002636814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007960274,"about_ca_topic_score_gemma":0.000001017752,"domain_scores_codex":[0.999142,0.00003096315,0.0001511226,0.0002921268,0.00008838189,0.0002953927],"domain_scores_gemma":[0.9986165,0.0008061273,0.00005606622,0.0004150402,0.00005167768,0.00005460242],"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":[0.00001261242,0.00007500143,0.0007600739,0.0001591179,0.00008741982,0.00001503317,0.006525486,0.01078687,0.001002829,0.9252979,0.0000329484,0.05524473],"study_design_scores_gemma":[0.000332363,0.0001583165,0.002580234,0.0001160631,0.00002489313,0.00003516066,0.0001912127,0.0654861,0.08613777,0.8422073,0.001946649,0.0007839462],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.003293613,0.0001003864,0.9940253,0.00002486686,0.0004971719,0.0001481989,5.999681e-7,0.001447162,0.0004626731],"genre_scores_gemma":[0.04004328,0.000002981699,0.9597046,0.0001250722,0.00006045158,0.00001885472,1.37122e-7,0.0000137337,0.00003090918],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.08513494,"threshold_uncertainty_score":0.4578706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1913448682080989,"score_gpt":0.3469727709386172,"score_spread":0.1556279027305182,"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."}}