{"id":"W1971694274","doi":"10.1016/j.jcss.2009.07.002","title":"Communication algorithms with advice","year":2009,"lang":"en","type":"article","venue":"Journal of Computer and System Sciences","topic":"Optimization and Search Problems","field":"Computer Science","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec en Outaouais","funders":"Agence Nationale de la Recherche","keywords":"Advice (programming); Computer science; Dissemination; Node (physics); Broadcasting (networking); Computer network; Algorithm; Theoretical computer science; Telecommunications","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":[0.001139843,0.00006347234,0.0001452849,0.000147856,0.000221705,0.0004301905,0.0007722421,0.0000182674,8.139606e-7],"category_scores_gemma":[0.000002953844,0.0000383846,0.00002465973,0.0003861107,0.00007588607,0.0009353811,0.00005386136,0.00008497841,0.000001413568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001452881,"about_ca_system_score_gemma":0.00008162863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002958832,"about_ca_topic_score_gemma":6.007464e-7,"domain_scores_codex":[0.9989805,0.0001185155,0.0002657027,0.0001114291,0.0004032102,0.0001206874],"domain_scores_gemma":[0.9992297,0.00006468091,0.0002272285,0.0001523429,0.0002313758,0.00009472785],"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":[0.00003258772,0.000264258,0.002179161,0.00008658784,0.00005626456,0.00008726205,0.007581928,0.04407561,0.00009050601,0.4183931,0.004552983,0.5225998],"study_design_scores_gemma":[0.0004891694,0.001322945,0.003858722,0.0002465014,0.000004171227,0.001066661,0.0002394181,0.9908098,0.00002899273,0.0007544674,0.001066763,0.0001123727],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003853357,0.0004696364,0.9898087,0.002171627,0.0001239499,0.00006056563,1.114489e-7,0.00003742288,0.003474566],"genre_scores_gemma":[0.5942037,0.00004070046,0.405474,0.0002113068,0.00004676048,2.368157e-7,5.459459e-8,8.949985e-7,0.00002237775],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9467342,"threshold_uncertainty_score":0.4148337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.017505653996277,"score_gpt":0.266724927676379,"score_spread":0.249219273680102,"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."}}