{"id":"W2996300218","doi":"","title":"Nano-Micro-Technologies : Electronique, Energie et Santé","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut interdisciplinaire d'innovation technologique; Université de Sherbrooke","funders":"","keywords":"Nano-; Computer science; Physics","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":[0.006375541,0.000844326,0.0007634166,0.0003694636,0.0004544556,0.0004686423,0.003341083,0.001181586,0.0005137413],"category_scores_gemma":[0.001364299,0.0008843577,0.000490149,0.0006748373,0.000532946,0.0002401232,0.002836022,0.001764431,0.000330665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000570441,"about_ca_system_score_gemma":0.0004654431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004898543,"about_ca_topic_score_gemma":0.001344809,"domain_scores_codex":[0.9876924,0.008647476,0.001031592,0.00110921,0.0004971814,0.001022165],"domain_scores_gemma":[0.989844,0.002326773,0.0005909318,0.005453818,0.001556871,0.0002276201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001553971,0.0003871863,0.0004498601,0.0002004883,0.0002966269,0.00001038901,0.002251353,0.0005118076,0.1084592,0.7029197,0.006657403,0.1778405],"study_design_scores_gemma":[0.0007824445,9.243672e-7,0.0006352168,0.003988006,0.00009408467,0.00003881025,0.00009438165,0.01031097,0.5820784,0.02854322,0.3722416,0.00119195],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01493674,0.03414359,0.6989757,0.05145791,0.0005825113,0.0007769585,0.0001047566,0.002283859,0.196738],"genre_scores_gemma":[0.7580066,0.05443604,0.1544772,0.0002258105,0.00005204727,0.0003139359,0.0006547226,0.0002638688,0.03156982],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7430698,"threshold_uncertainty_score":0.9993607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007722907340924163,"score_gpt":0.2177457295358885,"score_spread":0.2100228221949644,"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."}}