{"id":"W1966787702","doi":"10.1021/cm047800j","title":"Synthesis of Gold Nanoparticles via Electroless Deposition in SBA-15","year":2005,"lang":"en","type":"article","venue":"Chemistry of Materials","topic":"Electrocatalysts for Energy Conversion","field":"Energy","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fonds Québécois de la Recherche sur la Nature et les Technologies","keywords":"Electroless deposition; Nanoparticle; Materials science; Colloidal gold; Nanotechnology; Deposition (geology); Chemical engineering; Metallurgy; Metal; Geology; Engineering","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002265624,0.0001314669,0.0003246012,0.00003987821,0.00001316099,0.000007600938,0.0001899301,0.0001247513,0.0003270633],"category_scores_gemma":[0.00006576305,0.0001371937,0.00005029199,0.0001188775,0.00005315038,0.00009803374,0.00003627203,0.00003799551,0.00001530679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001046202,"about_ca_system_score_gemma":0.0000288729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003613632,"about_ca_topic_score_gemma":0.0000675085,"domain_scores_codex":[0.9988985,0.00003894626,0.000454634,0.000185174,0.0001933105,0.0002294404],"domain_scores_gemma":[0.9993863,0.00005005541,0.0002103356,0.0002541782,0.00006103217,0.00003807517],"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":[0.0001435222,0.00009974651,0.00003602289,0.0002011324,0.00002381795,0.000002230547,0.00003046656,0.0002469583,0.9966363,0.00007398831,0.00005114749,0.002454709],"study_design_scores_gemma":[0.0002868639,0.00001746177,0.00009206193,0.00009380469,0.00002840278,0.00001020974,0.00001388045,0.00003787562,0.9990719,0.0001084782,0.000116754,0.0001223397],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975641,0.000119079,0.000007317036,0.00007182107,0.00002660537,0.00003773587,0.000003646949,0.00003088923,0.002138831],"genre_scores_gemma":[0.9994789,0.00002700207,0.000224586,0.00001347769,0.0000728139,0.0000187039,0.00002330342,0.00002020758,0.0001210015],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002435609,"threshold_uncertainty_score":0.5594596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004559659781224674,"score_gpt":0.1969692632542675,"score_spread":0.1924096034730428,"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."}}