{"id":"W4386237204","doi":"10.53375/icmame.2023.51","title":"Swarm of Nanobots in Medical Applications: a Future Horizon","year":2023,"lang":"en","type":"article","venue":"","topic":"Molecular Communication and Nanonetworks","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Swarm behaviour; Computer science; Context (archaeology); Artificial intelligence; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001332861,0.000042027,0.00007164795,0.00008451978,0.000008740106,0.000002562124,0.0001733984,0.00008143128,0.0001251326],"category_scores_gemma":[0.000009207068,0.00003993325,0.00002125042,0.0005790606,0.00001119152,0.00001462501,0.00003426582,0.000100139,0.00007859925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009070134,"about_ca_system_score_gemma":0.00001048488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005673629,"about_ca_topic_score_gemma":0.00005646477,"domain_scores_codex":[0.9995899,0.00001401019,0.0001391044,0.00005166608,0.000121009,0.00008436203],"domain_scores_gemma":[0.9996668,0.00003284805,0.000008388107,0.0002445446,0.0000102179,0.00003717989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001278041,0.0001523426,0.001504406,0.0002933638,0.00007703621,0.00002501159,0.0005399995,0.02601812,0.007330438,0.0868322,0.05387735,0.823337],"study_design_scores_gemma":[0.0009027691,0.00004721618,0.006707541,0.0001508626,0.000009096096,0.000009286005,0.0003896966,0.3753186,0.009600822,0.00146081,0.6049975,0.0004057255],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2635814,0.01585173,0.3446389,0.009454002,0.001402836,0.00248966,0.00001523855,0.005213968,0.3573523],"genre_scores_gemma":[0.9959747,0.002765637,0.0008740636,0.00004847569,0.00006254638,0.00009357759,0.00001797639,0.00001276389,0.0001503269],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8229312,"threshold_uncertainty_score":0.1628431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006682360944080743,"score_gpt":0.2372259802661175,"score_spread":0.2305436193220367,"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."}}