{"id":"W7061098729","doi":"","title":"Optical detection of CO and H2 with nanostructured composited of NiO and Au in porous silica films","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Non-blocking I/O; Porosity; Nanoparticle; Thin film; Porous medium","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000121402,0.00006385206,0.0001380385,0.00007071145,0.00002570767,0.000006449807,0.00003910772,0.00003071208,0.00003934482],"category_scores_gemma":[0.000002574227,0.00005239021,0.00001236188,0.0001128958,0.00009490171,0.00002738434,0.00001967323,0.0001290381,2.590883e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001257867,"about_ca_system_score_gemma":0.0000390502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000202882,"about_ca_topic_score_gemma":0.0001180259,"domain_scores_codex":[0.9994428,0.00001690505,0.0001284089,0.0001107194,0.0001107832,0.0001903461],"domain_scores_gemma":[0.9997531,0.00004131442,0.00003772301,0.00007683666,0.00003557632,0.00005551735],"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":[0.0002154747,0.00005110438,0.08307766,0.00001696613,0.00001963877,8.926015e-7,0.0001701024,0.000003408653,0.8989903,0.004083508,0.000006611992,0.01336439],"study_design_scores_gemma":[0.001147539,0.0004099977,0.1947017,0.00001625423,0.0000079232,0.000004212636,0.0001847484,0.0005992517,0.8019301,0.0008684098,0.00005638762,0.00007347943],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944412,0.00001795242,0.0006801188,0.00002674625,0.000006389126,0.0001232372,0.000005993629,0.000003078585,0.004695309],"genre_scores_gemma":[0.9994218,0.000001617119,0.0005160092,0.000002810236,0.00001054188,0.000002327822,0.000005990744,0.0000057887,0.00003308519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1116241,"threshold_uncertainty_score":0.2136411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006088397212695679,"score_gpt":0.2602358638888172,"score_spread":0.2541474666761215,"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."}}