{"id":"W2130038130","doi":"10.1111/jace.13112","title":"A Novel Way to Prepare Hollow Sphere Ceramics","year":2014,"lang":"en","type":"article","venue":"Journal of the American Ceramic Society","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Toronto; China Postdoctoral Science Foundation; National Natural Science Foundation of China","keywords":"Sintering; Materials science; Porosity; Slurry; SPHERES; Ceramic; Composite material; Compressive strength; Fabrication; Shrinkage; Particle size; Chemical engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002036552,0.0002992923,0.0003746254,0.0003363781,0.0002409776,0.000261191,0.0003074466,0.0003888236,0.001089506],"category_scores_gemma":[0.0002553188,0.0002241106,0.0003777421,0.0002682901,0.0003248967,0.0004259839,0.0004811415,0.0005926978,0.0006392889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001966906,"about_ca_system_score_gemma":0.0003278086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004054605,"about_ca_topic_score_gemma":0.0007642152,"domain_scores_codex":[0.9997798,0.00001590076,0.00002106998,0.00004846639,0.0001001567,0.0000347128],"domain_scores_gemma":[0.9998401,0.00002166463,0.00002980043,0.00002265044,0.00005208163,0.00003362469],"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":[0.00003913309,0.00001600405,0.0000953791,0.000143983,0.000009126957,0.0001008857,0.00006180943,0.0002046913,0.9901973,0.00121879,0.0002873352,0.007625491],"study_design_scores_gemma":[0.00001804148,0.0001710337,0.0004541087,0.000006043126,0.00001180431,0.0002864243,0.00001809448,0.001663547,0.9835291,0.0002694888,0.01355464,0.00001766206],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.799787,0.006813961,0.1780728,0.0004995427,0.0005905962,0.0002675362,0.0007170347,0.001900705,0.01135078],"genre_scores_gemma":[0.8918526,0.002407763,0.100474,0.0001539529,0.00008420263,0.0001286815,0.0005653641,0.0001661833,0.004167198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001089506,"threshold_uncertainty_score":0.003644764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009722433020645578,"score_gpt":0.2508461577073525,"score_spread":0.241123724686707,"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."}}