{"id":"W4411149466","doi":"10.1016/j.jallcom.2025.181508","title":"High-performance photoactivated gas sensor with Au-loaded In2O3 2D nanosheet for low-temperature applications","year":2025,"lang":"en","type":"article","venue":"Journal of Alloys and Compounds","topic":"Gas Sensing Nanomaterials and Sensors","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"Alberta Innovates; National Research Foundation of Korea; Korea Institute for Advancement of Technology; Natural Sciences and Engineering Research Council of Canada; Ministry of Science and ICT, South Korea; Ministry of Trade, Industry and Energy","keywords":"Nanosheet; Materials science; Optoelectronics; Nanotechnology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001358817,0.000336987,0.0003478664,0.000230002,0.0002005357,0.0002482367,0.0007351153,0.0007538886,0.001244501],"category_scores_gemma":[0.0001451281,0.0002662793,0.0002115041,0.0002550295,0.0001944409,0.0004634048,0.0002622901,0.0003349938,0.0003136733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004739243,"about_ca_system_score_gemma":0.0001878037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005669775,"about_ca_topic_score_gemma":0.00194798,"domain_scores_codex":[0.9998338,0.00001099091,0.000008898553,0.00004937334,0.00006506618,0.00003171133],"domain_scores_gemma":[0.9999419,0.000009639957,0.00001357656,0.000007366848,0.00001644051,0.00001101046],"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":[0.00003052085,0.000009993281,0.00005093626,0.00002317141,0.000002334314,0.00002764137,0.000007733292,0.00006396972,0.998902,0.00004569861,0.00008234282,0.0007536383],"study_design_scores_gemma":[0.00000369472,0.0000408729,0.0003778315,0.000001315512,0.000003452697,0.00002873194,0.000009492758,0.002062175,0.9969855,0.00001327407,0.0004684062,0.000005292543],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9864673,0.000599663,0.01004026,0.0001884871,0.0001432894,0.00002957519,0.0003609525,0.0002910342,0.001879376],"genre_scores_gemma":[0.9868532,0.000249302,0.009385495,0.00009473057,0.0000145903,0.0000350949,0.0002145712,0.00003644538,0.003116448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001244501,"threshold_uncertainty_score":0.004163325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004141630521686833,"score_gpt":0.188040844261235,"score_spread":0.1838992137395482,"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."}}