{"id":"W2044604937","doi":"10.1007/s003960000391","title":"Surface modification of colloidal silica particles","year":2001,"lang":"en","type":"article","venue":"Colloid & Polymer Science","topic":"Mesoporous Materials and Catalysis","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Silanol; Colloidal silica; Chemistry; Colloid; Chemical engineering; Hydrophobic silica; Reagent; Dynamic light scattering; Polymer chemistry; Nanoparticle; Organic chemistry; Catalysis","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":[],"consensus_categories":[],"category_scores_codex":[0.001146233,0.0001487474,0.0002671299,0.00009156913,0.0003414631,0.0001646202,0.0008421677,0.00004582803,0.0005770915],"category_scores_gemma":[0.00009799645,0.0001299356,0.00005971706,0.001286579,0.0009321299,0.0005117749,0.0001591767,0.00003754034,0.0002210743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000557754,"about_ca_system_score_gemma":0.0003062174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003831109,"about_ca_topic_score_gemma":0.00002131058,"domain_scores_codex":[0.997794,0.00005954177,0.0004365173,0.0005097528,0.0007171427,0.0004830019],"domain_scores_gemma":[0.9986643,0.00004988013,0.0002426813,0.0006525927,0.0002014043,0.0001891552],"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":[0.00003528362,0.00008308533,0.001430826,0.000007694247,0.000002015295,0.000001555083,0.0002805784,0.000056032,0.9954306,0.001861873,0.0001197757,0.0006906464],"study_design_scores_gemma":[0.0001882948,0.00005596124,0.001958852,0.00001008703,0.00001599012,0.00001127023,0.0001840627,0.0003679691,0.9964587,0.0002204137,0.0003712009,0.0001571726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962615,0.000727403,0.0001868351,0.0002533145,0.0003971306,0.0001619087,0.00002766082,0.00007305705,0.001911195],"genre_scores_gemma":[0.9981232,0.00003784155,0.0005508467,0.00007964073,0.00004380124,0.00001520924,0.000003225711,0.00001058525,0.001135593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001861762,"threshold_uncertainty_score":0.6318747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02177157214890466,"score_gpt":0.2691832011590795,"score_spread":0.2474116290101749,"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."}}