{"id":"W2062014603","doi":"10.1117/12.627680","title":"Nanowire fabrication and biosensor applications","year":2005,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Nanowire Synthesis and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Nanowire; Biosensor; Fabrication; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002662577,0.0002542672,0.0002861965,0.00009300821,0.00009769121,0.00008435197,0.0005277511,0.0001530319,0.00000925308],"category_scores_gemma":[0.0001095523,0.0002263483,0.0002972308,0.0003192678,0.0001571063,0.0003773461,0.00007149921,0.0001852169,0.000005123982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001113708,"about_ca_system_score_gemma":0.0000128192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002501421,"about_ca_topic_score_gemma":1.759691e-7,"domain_scores_codex":[0.9985396,6.35591e-9,0.0005414505,0.000293686,0.0003402944,0.000284938],"domain_scores_gemma":[0.9987866,0.0001065663,0.0001629163,0.00007127379,0.0007614196,0.0001112464],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000007031885,0.00005774569,0.0001032915,0.0002298996,0.0001558386,5.524331e-9,0.00007988814,0.0001905161,0.5874552,0.40362,0.002677802,0.00542274],"study_design_scores_gemma":[0.001022,0.0001151175,0.002328551,0.0002479861,0.000272133,0.00002122931,0.00095457,0.1035979,0.6881021,0.002349428,0.2001989,0.0007900472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910323,0.0003239249,0.0002455304,0.002251354,0.00007306655,0.0006620588,0.00005908366,0.0001991149,0.005153538],"genre_scores_gemma":[0.8772483,0.0004781234,0.1204557,0.00007335253,0.0006946693,0.0007360625,0.0000118555,0.00008369955,0.0002181491],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4012706,"threshold_uncertainty_score":0.9230215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008400833962110435,"score_gpt":0.2144745521564858,"score_spread":0.2060737181943753,"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."}}