{"id":"W2341321017","doi":"10.1109/isit.2016.7541610","title":"Shannon capacity of signal transduction for multiple independent receptors","year":2016,"lang":"en","type":"preprint","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Receptor; Signal transduction; Cell biology; SIGNAL (programming language); Cyclic adenosine monophosphate; Chemistry; Biology; Computer science; Biological system; Biochemistry","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":[0.001188342,0.0005420243,0.0005259484,0.0009574882,0.0004153362,0.001136292,0.0007066551,0.0006686905,0.003237654],"category_scores_gemma":[0.005729073,0.00026177,0.0004710278,0.0005645938,0.001886977,0.00255142,0.0009694041,0.0007974272,0.0004657744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001101104,"about_ca_system_score_gemma":0.000769877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008074751,"about_ca_topic_score_gemma":0.0004085472,"domain_scores_codex":[0.9994174,0.0001854423,0.0000191552,0.0000543154,0.0002141251,0.0001095405],"domain_scores_gemma":[0.997059,0.002187235,0.0001425562,0.0002132891,0.0002825427,0.0001154325],"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":[0.00005155058,0.00002114058,0.0002551415,0.0001375212,0.00002042737,0.0001068008,0.00008970934,0.3217503,0.004749649,0.6641194,0.00201125,0.00668712],"study_design_scores_gemma":[0.000005648899,0.00001594038,0.0001458507,0.00002070878,0.000006611189,0.00005409769,0.00001691343,0.7925175,0.001595791,0.2043317,0.001269624,0.00001964475],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.243038,0.003655141,0.6585231,0.00175482,0.0002818238,0.00007412019,0.0003893986,0.0003052635,0.09197844],"genre_scores_gemma":[0.9705282,0.00188466,0.0167197,0.0002195227,0.0001841176,0.0001097125,0.000131363,0.00008189892,0.01014089],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003237654,"threshold_uncertainty_score":0.01083106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02868785277047873,"score_gpt":0.2276430393047658,"score_spread":0.1989551865342871,"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."}}