{"id":"W1975497140","doi":"10.1021/cm9030667","title":"Controlled Postgrafting of Titanium Chelates for Improved Synthesis of Ti-SBA-15 Epoxidation Catalysts","year":2010,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":112,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Titanium; Anatase; Silanol; Alkoxide; Materials science; Acetylacetone; Catalysis; Fourier transform infrared spectroscopy; X-ray photoelectron spectroscopy; Thermogravimetric analysis; Mesoporous material; Inorganic chemistry; Crystallization; Chemical engineering; Chemistry; Organic chemistry; Photocatalysis; Metallurgy","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":[0.001554222,0.0002241051,0.001177144,0.00004070274,0.00005211137,0.00004048583,0.000390566,0.000219401,0.001241614],"category_scores_gemma":[0.001346767,0.0001922371,0.0001809526,0.00007335145,0.0001888185,0.0001209351,0.00008547152,0.00003725223,0.00001038179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001264474,"about_ca_system_score_gemma":0.00007531424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001170862,"about_ca_topic_score_gemma":0.000003275007,"domain_scores_codex":[0.9979203,0.00004279237,0.001259581,0.0003213573,0.0001994307,0.0002565049],"domain_scores_gemma":[0.9971569,0.0002962449,0.001545783,0.0005384314,0.0003988533,0.00006380689],"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":[0.0006059042,0.00009730703,0.00001307934,0.001339686,0.00006170235,2.983097e-7,0.00005516371,0.000001179765,0.9976424,0.00003083994,0.00006632052,0.0000861283],"study_design_scores_gemma":[0.001231491,0.00003358307,0.00006804243,0.00008056679,0.0002173562,0.000004289715,0.00006568166,0.00001241582,0.9979318,0.0001408416,0.00004180863,0.0001721401],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976344,0.00003113511,0.00003952444,0.00005578123,0.0004721453,0.0004328536,0.0009686749,0.00003041672,0.0003351049],"genre_scores_gemma":[0.9967151,0.000007914366,0.002720037,0.000005909814,0.0001635168,0.0001096437,0.0001291514,0.00002947182,0.0001192804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002680513,"threshold_uncertainty_score":0.9996714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005898782334527393,"score_gpt":0.2250651541270009,"score_spread":0.2191663717924735,"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."}}