{"id":"W2031708471","doi":"10.1021/jp031249g","title":"Structure of Nanometric Silica Clusters in Polymeric Composite Materials","year":2004,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry B","topic":"Polydiacetylene-based materials and applications","field":"Chemistry","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Materials science; Adsorption; Composite number; Chemical engineering; Polymer; Vinyl alcohol; Transmission electron microscopy; Small-angle neutron scattering; Particle (ecology); Evaporation; Colloid; Suspension (topology); Neutron scattering; Colloidal silica; Nanoparticle; Scattering; Composite material; Nanotechnology; Physical chemistry; Optics; Chemistry; Thermodynamics","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":[0.00009003875,0.0001461769,0.0003674752,0.00003215308,0.00003205604,0.00001663013,0.0004282969,0.00006545411,0.0002106875],"category_scores_gemma":[0.00002886106,0.00009959392,0.0001010405,0.0002830102,0.0001198315,0.00005653785,0.00005905504,0.0001876067,0.000002266498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007774262,"about_ca_system_score_gemma":0.00007396571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003642566,"about_ca_topic_score_gemma":4.026741e-7,"domain_scores_codex":[0.9990292,0.00001768282,0.0004492811,0.00009215994,0.0002306843,0.0001809567],"domain_scores_gemma":[0.9990117,0.0001047683,0.000499094,0.000257495,0.00005076967,0.00007617225],"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":[0.0001096354,0.0001779719,0.00002012485,0.0001499323,0.00002711051,0.000001998519,0.0001605263,0.0007514028,0.9984187,0.00003553526,0.0000069283,0.0001400872],"study_design_scores_gemma":[0.0007536965,0.00002072377,0.0002064932,0.00008557939,0.0000505926,0.00003730876,0.00009147902,0.000006004698,0.9980122,0.0006010403,0.00003681859,0.00009800157],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990625,0.0001617606,0.00001286596,0.0002041282,0.0000227041,0.00003009806,0.0001142514,0.000006788504,0.0003849457],"genre_scores_gemma":[0.9994978,0.00002773909,0.00006243069,0.00002698441,0.0003340729,0.000001272978,0.000009882819,0.00001532905,0.00002452044],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007453981,"threshold_uncertainty_score":0.4061322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005221180707465693,"score_gpt":0.2259521454788828,"score_spread":0.2207309647714171,"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."}}