{"id":"W1995145043","doi":"10.1088/0957-4484/17/16/003","title":"Application of spectromicroscopy tools to explore local origins of sensor activity in quasi-1D oxide nanostructures","year":2006,"lang":"en","type":"article","venue":"Nanotechnology","topic":"Electronic and Structural Properties of Oxides","field":"Materials Science","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Oak Ridge National Laboratory; University of Wisconsin-Madison","keywords":"Materials science; Nanostructure; Mesoscopic physics; Nanowire; Oxide; Nanotechnology; Synchrotron radiation; Chemiresistor; X-ray photoelectron spectroscopy; Synchrotron; Microscopy; Photoemission electron microscopy; Optoelectronics; Optics; Nuclear magnetic resonance; Condensed matter physics; Physics; Electron microscope","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":[0.0002599293,0.0002802193,0.0001941387,0.0003709781,0.0001993302,0.000396841,0.0003114313,0.0003013294,0.000791745],"category_scores_gemma":[0.0004519469,0.0002413904,0.0001523919,0.0001558734,0.0003946183,0.0004979631,0.0002443616,0.0004977916,0.0001397338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002735192,"about_ca_system_score_gemma":0.0001194857,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002651277,"about_ca_topic_score_gemma":0.0004892162,"domain_scores_codex":[0.9999009,0.00001605963,0.000005776486,0.00002789465,0.00003517169,0.0000142413],"domain_scores_gemma":[0.9997362,0.0001368625,0.00004186565,0.00003424893,0.00003319282,0.00001753336],"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":[0.00001443138,0.000007653708,0.0003096669,0.0000273549,0.000003484216,0.00003009619,0.00003113849,0.0001833594,0.9969006,0.0004010823,0.00001356548,0.002077672],"study_design_scores_gemma":[0.000004779283,0.0000470541,0.00118156,0.000002993202,0.000005499211,0.00009907292,0.00003408677,0.004938089,0.9928132,0.0003448737,0.000521534,0.000007344904],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9414237,0.001001877,0.05571126,0.0001834759,0.00002694467,0.00003497334,0.0001507953,0.0003354104,0.001131698],"genre_scores_gemma":[0.9458193,0.0004724322,0.05294096,0.00005408927,0.0000100512,0.0000444039,0.0000594594,0.00003034078,0.0005690447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000791745,"threshold_uncertainty_score":0.002648711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372626640298492,"score_gpt":0.2563110284020249,"score_spread":0.2425847619990399,"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."}}