{"id":"W7099306582","doi":"","title":"Deterministic M2M Multicast in Radio Networks (Extended Abstract)","year":2007,"lang":"en","type":"article","venue":"","topic":"Supramolecular Chemistry and Complexes","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subnetwork; Multicast; Radio networks; Network topology; Topology (electrical circuits); Radio resource management","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001727613,0.0001814261,0.0001769097,0.00003130284,0.00004719141,0.00003768026,0.0002383291,0.0001726631,0.003295787],"category_scores_gemma":[0.00008201353,0.0001823445,0.00008174137,0.0001116678,0.00006981909,0.00004657672,0.00005031687,0.0002964646,0.00003828971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005444884,"about_ca_system_score_gemma":0.00002240368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003620927,"about_ca_topic_score_gemma":0.00006526072,"domain_scores_codex":[0.9987404,0.000004297291,0.00034579,0.0003033268,0.0001487965,0.0004573912],"domain_scores_gemma":[0.9992298,0.0001902518,0.00005500854,0.0003635252,0.00002064595,0.0001407008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003929018,0.0008858156,0.01189733,0.000241782,0.00009030013,0.003350297,0.0002871634,0.0007067993,0.8982182,0.001115658,0.0008218026,0.08199192],"study_design_scores_gemma":[0.002653108,0.00002748699,0.028342,0.0001379019,0.00004148449,0.0003667577,0.0008852129,0.01840894,0.9384274,0.0006062237,0.009044119,0.00105934],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7577885,0.0001149573,0.003411279,0.00002185675,0.00006352189,0.00003851351,0.000002379032,0.0001267026,0.2384323],"genre_scores_gemma":[0.996748,0.000005355385,0.0009609797,0.00009052562,0.0001839324,0.000006522265,0.00002419092,0.00002200625,0.001958452],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2389595,"threshold_uncertainty_score":0.9976153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01302148286361257,"score_gpt":0.2579895551978002,"score_spread":0.2449680723341876,"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."}}