{"id":"W4405268148","doi":"10.1017/9781108963961.012","title":"Experimental Molecular Communication: Macroscale Systems","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Molecular communication; Computer science; Nanotechnology; Materials science; Telecommunications; Channel (broadcasting)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00006077849,0.0003445059,0.0003079458,0.0001316055,0.0001135681,0.0001026764,0.0007829471,0.000373312,0.000008388017],"category_scores_gemma":[7.311369e-7,0.0004503354,0.0002017223,0.00001211214,0.0001434369,0.00004417173,0.0004806068,0.0006294308,0.00008043736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002528445,"about_ca_system_score_gemma":0.00002144123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002678629,"about_ca_topic_score_gemma":4.273603e-7,"domain_scores_codex":[0.9990955,0.00003296158,0.0002046649,0.0002660705,0.0001962549,0.0002045668],"domain_scores_gemma":[0.9984212,0.00002567012,0.00005782126,0.001306331,0.00005393791,0.0001350441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000008075757,0.000004764333,3.745161e-8,0.0001223218,0.0002039057,0.0001712622,0.00003480354,0.0005932895,0.001105886,0.9563507,0.04128961,0.0001152958],"study_design_scores_gemma":[0.0002118373,0.0000126395,1.393997e-7,0.0003423551,0.0001133441,0.00002614594,0.00003546234,0.006905065,0.002902655,0.000005734972,0.9890102,0.0004344364],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00004598688,0.02613742,0.001506405,0.000007797476,0.0003791542,0.0003635976,0.0001031916,0.0006259051,0.9708306],"genre_scores_gemma":[0.03184839,0.0006861011,0.0001181607,0.00002160678,0.00004651503,0.000004022885,0.0001530568,0.0001215765,0.9670005],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.956345,"threshold_uncertainty_score":0.9997948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01306999370046396,"score_gpt":0.1918870111720177,"score_spread":0.1788170174715538,"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."}}