{"id":"W4415407672","doi":"10.1021/acs.cgd.5c01057","title":"Synthesis of Multiphase Rare-Earth Phosphate Borosilicate Glass-Ceramic Composite Materials Using a One-Step Coprecipitation Method","year":2025,"lang":"en","type":"article","venue":"Crystal Growth & Design","topic":"Nuclear materials and radiation effects","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Coprecipitation; Borosilicate glass; Scanning electron microscope; Composite number; Crystallite; Extended X-ray absorption fine structure; Rietveld refinement; X-ray crystallography; Ceramic","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001580953,0.0003054316,0.0006848544,0.000229824,0.000246153,0.0002549186,0.0003272431,0.0001653227,0.0003774923],"category_scores_gemma":[0.0003762582,0.0002933189,0.0001040132,0.0003572848,0.0001506381,0.0004137076,0.0001078539,0.00006821589,0.0000639986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009062787,"about_ca_system_score_gemma":0.0001259071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000299066,"about_ca_topic_score_gemma":0.000002226383,"domain_scores_codex":[0.9968628,0.001124495,0.0007540109,0.0005250742,0.0003163134,0.00041729],"domain_scores_gemma":[0.9979621,0.0008519136,0.0004624425,0.0003779028,0.0002389402,0.0001066909],"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":[0.0007286576,0.0001625103,0.00002546878,0.000373112,0.00004711539,0.000006358902,0.0001595907,0.001120946,0.9951859,0.001304488,0.000112925,0.0007729543],"study_design_scores_gemma":[0.001094311,0.00009956599,0.002333513,0.0003224449,0.0001638213,0.000006417436,0.00002896985,0.006226463,0.9887635,0.0005973623,0.00008605536,0.0002775872],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7854959,0.0001431177,0.212213,0.00006175025,0.0007943833,0.0008013507,0.0001747998,0.0001381185,0.0001776101],"genre_scores_gemma":[0.8811463,0.00002496452,0.1184696,0.0001230467,0.0000666865,0.0000595393,0.00001493818,0.00004323879,0.00005169532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09565033,"threshold_uncertainty_score":0.9999519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02203248519949317,"score_gpt":0.2831888123600228,"score_spread":0.2611563271605296,"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."}}