{"id":"W2272352953","doi":"10.1149/ma2014-01/42/1566","title":"GaAs-Based Nanostructured Emitters for Monitoring Surface Immobilized Molecules","year":2014,"lang":"en","type":"article","venue":"ECS Meeting Abstracts","topic":"Nanowire Synthesis and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Photoluminescence; Detection limit; Heterojunction; Semiconductor; Materials science; Nanotechnology; Optoelectronics; Photonics; Molecule; Chemistry; Chromatography","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":[0.0002922672,0.0001870985,0.000192061,0.00003916011,0.0001277838,0.00007149649,0.0001680348,0.00009558679,0.000004366136],"category_scores_gemma":[0.0002010305,0.0001920186,0.00009543138,0.00009245067,0.00002084956,0.00004423106,0.000009827575,0.0001055432,0.00001976121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004003591,"about_ca_system_score_gemma":0.00001349927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000137654,"about_ca_topic_score_gemma":0.000001265829,"domain_scores_codex":[0.9990167,0.00001803394,0.0002929741,0.0002200158,0.0001313586,0.0003209194],"domain_scores_gemma":[0.999147,0.0003670369,0.00007169433,0.0002755654,0.00004514488,0.00009357993],"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":[0.000003420279,0.000008308937,0.0001733796,0.00005327724,0.00001083903,2.628136e-7,0.00003719914,0.3485052,0.6498637,0.000008942253,0.0002459554,0.001089564],"study_design_scores_gemma":[0.000339506,0.00001165496,0.002955252,0.0001019576,0.00001922524,6.277472e-7,0.00002870317,0.02695299,0.9589225,0.0001045881,0.01032995,0.0002330257],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874738,0.0001306089,0.001331836,0.0001008236,0.0005453473,0.0002814871,0.00001296579,0.0004515258,0.009671562],"genre_scores_gemma":[0.9756952,0.000004243661,0.02391077,0.00001893991,0.0002053052,0.00005446952,0.00001029912,0.00006332144,0.00003748192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3215522,"threshold_uncertainty_score":0.7830291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009578414092759363,"score_gpt":0.2277123728981491,"score_spread":0.2181339588053897,"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."}}