{"id":"W1492595292","doi":"","title":"Centre for Research on Biological Communication Systems (CRBCS): An integrated systems approach to communication","year":2002,"lang":"en","type":"article","venue":"Canadian acoustics","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Communications system; Systems research; Computer science; Systems engineering; Research center; Engineering; Telecommunications; Ecology; Biology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007893623,0.0001684694,0.0002042958,0.0003467922,0.0003464874,0.0002027287,0.001029579,0.0002803619,0.00001678979],"category_scores_gemma":[0.0001425538,0.0001695692,0.00003537056,0.0005722212,0.00007625453,0.00005686136,0.00004658721,0.0005292551,0.00008515824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006253906,"about_ca_system_score_gemma":0.00004629128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00469817,"about_ca_topic_score_gemma":0.001607374,"domain_scores_codex":[0.9982868,0.0005246741,0.0003107917,0.0002022434,0.0001755617,0.0004998682],"domain_scores_gemma":[0.9970612,0.0002713827,0.00003397168,0.001722755,0.0003530856,0.0005576361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001111544,0.0001080691,0.00003391596,0.00006601518,0.00004418465,0.000001441874,0.0007471312,0.8100576,0.0008473064,0.02681893,0.1577219,0.003542381],"study_design_scores_gemma":[0.0001703,0.00005379963,0.0001069249,0.00009362908,0.000006419853,0.000003924748,0.001371419,0.8760484,0.000007390545,0.00001698032,0.1219306,0.0001902265],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.175831,0.04599522,0.4793632,0.004273625,0.002797797,0.01955957,0.002019741,0.002983743,0.2671762],"genre_scores_gemma":[0.9926931,0.0007776377,0.004841786,0.000131794,0.00005746919,0.0002373633,0.0007373287,0.00005313319,0.0004703805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8168622,"threshold_uncertainty_score":0.7102259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1512114363973087,"score_gpt":0.2997292148369435,"score_spread":0.1485177784396348,"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."}}