{"id":"W2324912272","doi":"10.1149/2.0171510jss","title":"Micro-Nano Systems in Health Care and Environmental Monitoring","year":2015,"lang":"en","type":"article","venue":"ECS Journal of Solid State Science and Technology","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Materials science; Environmental monitoring; Nano-; Systems engineering; Health care; Nanotechnology; Environmental science; Environmental engineering; Engineering; Political science","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":[0.001909401,0.0006415353,0.000859032,0.001277313,0.000682876,0.003152797,0.0009196873,0.002844059,0.02409951],"category_scores_gemma":[0.002186411,0.0002338935,0.0003541015,0.00109098,0.001238054,0.003376343,0.001819415,0.002409436,0.006181862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001166282,"about_ca_system_score_gemma":0.001096934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005346083,"about_ca_topic_score_gemma":0.0009399085,"domain_scores_codex":[0.9985447,0.0003267046,0.00009050707,0.0001533961,0.0007837022,0.0001010328],"domain_scores_gemma":[0.9985666,0.0007554915,0.00009104093,0.0000743104,0.0003813838,0.0001311935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007303106,0.00007574441,0.0004812602,0.002691281,0.00005026427,0.0002055303,0.000357122,0.00066385,0.004528242,0.1297511,0.3816283,0.4794942],"study_design_scores_gemma":[0.000002684045,0.00005310911,0.0002578377,0.0003435113,0.000007693736,0.0001579523,0.0001277347,0.0002344267,0.0006352516,0.01315694,0.9850135,0.000009275534],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001568698,0.7743148,0.01119636,0.04071364,0.07359315,0.00009803528,0.0001495734,0.0002003646,0.09816539],"genre_scores_gemma":[0.02740039,0.6955543,0.009822524,0.01807232,0.07123514,0.0001257834,0.0002370641,0.0001832768,0.1773693],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02409951,"threshold_uncertainty_score":0.08062088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01041741542635132,"score_gpt":0.2454858487554221,"score_spread":0.2350684333290708,"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."}}