{"id":"W2005863576","doi":"10.1007/s003390100841","title":"Improvement of optical properties of silica colloidal crystals by sintering","year":2002,"lang":"en","type":"article","venue":"Applied Physics A","topic":"Photonic Crystals and Applications","field":"Physics and Astronomy","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Sintering; Materials science; Colloid; Colloidal crystal; Colloidal silica; Attenuation; Thermal; Chemical engineering; Thermal treatment; Mineralogy; Composite material; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000177407,0.0002112529,0.0002356313,0.0001705837,0.0001770545,0.0002526517,0.0001153963,0.0002320899,0.0008003898],"category_scores_gemma":[0.0002541436,0.0002230026,0.0001898459,0.0002135544,0.0002544122,0.0002102464,0.0001997137,0.0003178722,0.0002158716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000168155,"about_ca_system_score_gemma":0.0002322305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004783112,"about_ca_topic_score_gemma":0.001029629,"domain_scores_codex":[0.9999141,0.00000637955,0.000008476319,0.00001385314,0.00003835279,0.00001884061],"domain_scores_gemma":[0.9998366,0.00005070796,0.00003702229,0.00002177699,0.00003734406,0.00001655506],"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":[0.00005342286,0.000007875973,0.0001577272,0.00003240374,0.000003048808,0.00002162962,0.00002252979,0.0001278103,0.9983305,0.00007705294,0.00001923634,0.001146716],"study_design_scores_gemma":[0.000008558519,0.00003540263,0.0007341512,0.000001794836,0.000004335062,0.00002138776,0.00001007794,0.0009697971,0.997957,0.00001896975,0.0002364791,0.000002036898],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964073,0.0005123413,0.001657174,0.00003872891,0.00001791472,0.000006887874,0.00002337073,0.0000520476,0.001284098],"genre_scores_gemma":[0.9972837,0.000319515,0.001416705,0.00001625734,0.000008006687,0.00000435404,0.00004439681,0.00002226314,0.0008848508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008003898,"threshold_uncertainty_score":0.002677619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432176083958658,"score_gpt":0.2075403182197717,"score_spread":0.1932185573801851,"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."}}