{"id":"W4205358557","doi":"10.1364/etop.2021.th4b.2","title":"Virtual training on Biomedical Nanophotonics","year":2021,"lang":"en","type":"article","venue":"","topic":"Nanotechnology research and applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Nanophotonics; Computer science; Multimedia; Nanotechnology; Materials 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":[0.0009694383,0.0006840442,0.0003248701,0.0005685231,0.0005809847,0.001046202,0.001477728,0.0009821797,0.02029914],"category_scores_gemma":[0.001637269,0.0002664004,0.000473012,0.0002058097,0.0007671696,0.001071812,0.003988219,0.0008323166,0.003310089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003423874,"about_ca_system_score_gemma":0.0008248181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003519687,"about_ca_topic_score_gemma":0.0004391471,"domain_scores_codex":[0.9992881,0.0002310717,0.00001735803,0.000112359,0.0001736365,0.0001773343],"domain_scores_gemma":[0.9983187,0.0005441195,0.0001174269,0.0002707876,0.0001642618,0.0005846977],"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":[0.001696781,0.003323205,0.007018933,0.0008719672,0.0000757693,0.001073728,0.002817429,0.04677289,0.3715691,0.01723661,0.02520151,0.5223421],"study_design_scores_gemma":[0.000457847,0.007403655,0.02141353,0.000491026,0.0001773266,0.005381381,0.001768303,0.1964532,0.4285966,0.02309935,0.3143587,0.0003990119],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.4160124,0.001475824,0.4942679,0.00154215,0.0006498611,0.0006223703,0.0004163278,0.00731663,0.07769644],"genre_scores_gemma":[0.860822,0.0006325982,0.1060937,0.0007293125,0.0001797501,0.0005656258,0.000321674,0.0002684426,0.03038684],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02029914,"threshold_uncertainty_score":0.06790739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01932740366491415,"score_gpt":0.2557468861042445,"score_spread":0.2364194824393303,"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."}}