{"id":"W4412123080","doi":"10.1021/acsanm.5c02343","title":"Effect of Atomic Layer Deposited Al<sub>2</sub>O<sub>3</sub> on Sintering Behavior of ZnO Nanopowders","year":2025,"lang":"en","type":"article","venue":"ACS Applied Nano Materials","topic":"ZnO doping and properties","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Innovation Cluster (Canada)","funders":"Division of Materials Research; National Science Foundation","keywords":"Sintering; Materials science; Layer (electronics); Atomic layer deposition; Metallurgy; Chemical engineering; Nanotechnology","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":[0.00009870811,0.0002640991,0.0001858556,0.00008212652,0.000122387,0.0002785653,0.0001553649,0.0001898951,0.000967385],"category_scores_gemma":[0.0003269578,0.0002338061,0.0001462145,0.00009451578,0.0002023506,0.0002000091,0.0001163977,0.0002055546,0.0001663308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002166357,"about_ca_system_score_gemma":0.0001264129,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001392114,"about_ca_topic_score_gemma":0.002771387,"domain_scores_codex":[0.9999145,0.000006428822,0.000007918951,0.00002146168,0.00002574687,0.00002399012],"domain_scores_gemma":[0.9997638,0.00008887987,0.00006942822,0.00002070505,0.00003593246,0.00002126546],"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":[0.0001405078,0.000008075678,0.0003365761,0.00003153592,0.000006671167,0.00005336204,0.00002334461,0.0001418403,0.9986547,0.00001694885,0.00002067502,0.0005657696],"study_design_scores_gemma":[0.00000664551,0.00007850659,0.003291919,0.000002276513,0.000009518981,0.00002645054,0.00002565854,0.001100055,0.9952381,0.000007252129,0.0002108655,0.000002821128],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985088,0.0002939517,0.0004981742,0.00002083911,0.00001783921,0.000005092493,0.00008707112,0.00003579476,0.0005324147],"genre_scores_gemma":[0.9990789,0.0002021591,0.0003866168,0.0000145702,0.000003401076,0.000002876571,0.00003459549,0.00001251252,0.0002642254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001392114,"threshold_uncertainty_score":0.003236234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009171544910991642,"score_gpt":0.2427680602426567,"score_spread":0.2335965153316651,"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."}}