{"id":"W2950229784","doi":"10.1002/chin.201429263","title":"ChemInform Abstract: Hollow Micro/Nanostructured Materials Prepared by Ion Exchange Synthesis and Their Potential Applications","year":2014,"lang":"en","type":"article","venue":"ChemInform","topic":"ZnO doping and properties","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Chemistry; Nanotechnology; Ion exchange; Ion; Chemical engineering; Organic chemistry","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":[0.0005797976,0.000774438,0.0004373626,0.001671709,0.0003613793,0.0008676788,0.0008463665,0.001083665,0.0144106],"category_scores_gemma":[0.0007064227,0.0002844857,0.000226103,0.001788054,0.0004629057,0.001175835,0.0006247271,0.001603506,0.009330768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001254876,"about_ca_system_score_gemma":0.001008236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001748942,"about_ca_topic_score_gemma":0.003625399,"domain_scores_codex":[0.9997953,0.00001167904,0.00001068093,0.00003595632,0.0001254235,0.00002107087],"domain_scores_gemma":[0.9996297,0.0001011111,0.00003106943,0.00001374507,0.0001904246,0.00003389916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001453611,0.00007404888,0.000147839,0.009100853,0.00004905996,0.0001598087,0.00004299941,0.0004320955,0.02597746,0.0214054,0.5056568,0.4368084],"study_design_scores_gemma":[0.00001233986,0.00005031365,0.000232111,0.0005338219,0.00002383392,0.0001755297,0.00001533251,0.0001189019,0.01602835,0.001171738,0.981622,0.00001570205],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.001563256,0.9219601,0.00202035,0.004993262,0.01185046,0.00005781363,0.0006338197,0.0001437927,0.05677715],"genre_scores_gemma":[0.01021273,0.940372,0.002091004,0.002457052,0.003266653,0.00005032646,0.0009035122,0.00004053656,0.04060623],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0144106,"threshold_uncertainty_score":0.0482083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008637451419312747,"score_gpt":0.2030971183173038,"score_spread":0.194459666897991,"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."}}