{"id":"W1965158019","doi":"10.1016/j.matlet.2004.03.034","title":"Sol–gel nanocrystalline brookite-rich titania films","year":2004,"lang":"en","type":"article","venue":"Materials Letters","topic":"Metal Extraction and Bioleaching","field":"Engineering","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Allison University; Université de Moncton","funders":"","keywords":"Brookite; Materials science; Crystallite; Diethanolamine; Nanocrystalline material; Raman spectroscopy; Anatase; Phase (matter); Chemical engineering; Polyethylene glycol; Titanium dioxide; Photocatalysis; Nanotechnology; Metallurgy; Organic chemistry; Optics; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001362259,0.0001601742,0.0001740727,0.00006046016,0.00005368242,0.0001059763,0.0001130261,0.00006251611,0.0009193639],"category_scores_gemma":[0.00001149962,0.0001447127,0.00003865204,0.0000568391,0.00001771275,0.000139848,0.00001929576,0.000086121,0.0005156268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005068714,"about_ca_system_score_gemma":0.000006127589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003719507,"about_ca_topic_score_gemma":0.000009163754,"domain_scores_codex":[0.9992203,0.00001960871,0.0002420355,0.0001461274,0.0001255537,0.0002463513],"domain_scores_gemma":[0.9997301,0.0000100016,0.00003109628,0.0001619294,0.000008584298,0.00005835337],"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":[0.000006373601,0.00001006394,0.000006483172,0.00004679929,0.00001893878,0.00001690648,0.00006756963,0.005078381,0.9916301,0.0001246535,0.002812064,0.0001816672],"study_design_scores_gemma":[0.0005047338,0.00002193185,0.0004802399,0.00004648168,0.00001507801,0.00003088509,0.00002726757,0.00009203352,0.9701502,0.00005286561,0.02826192,0.0003163964],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914149,0.00005441741,0.004487449,0.0006361621,0.001600579,0.0001022146,0.00002522489,0.0004176977,0.001261348],"genre_scores_gemma":[0.9949598,0.00002039358,0.002998162,0.001512557,0.0002592457,0.000007889244,0.0000416203,0.00004029571,0.0001600858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02544986,"threshold_uncertainty_score":0.9999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007661084711527162,"score_gpt":0.1935462110079232,"score_spread":0.1858851262963961,"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."}}