{"id":"W2166603158","doi":"10.1111/jace.13812","title":"Densification and Microstructural Evolution of Hierarchically Porous Ceramics During Sintering","year":2015,"lang":"en","type":"article","venue":"Journal of the American Ceramic Society","topic":"Cellular and Composite Structures","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saint-Gobain (Canada)","funders":"National Science Foundation","keywords":"Sintering; Porosity; Materials science; Ceramic; Microstructure; Composite material; Grain size; Volume fraction; Grain growth; Porous medium; Particle (ecology); Particle size; Mineralogy; Chemical engineering; Geology","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":[0.0001382772,0.00009628128,0.0001203681,0.0002672552,0.0001473047,0.0002493219,0.000103344,0.0001097299,0.0003918841],"category_scores_gemma":[0.0003234948,0.0001808675,0.0001222648,0.0002515192,0.0004408144,0.0002343694,0.000119023,0.0002645431,0.00004838425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003399902,"about_ca_system_score_gemma":0.000161896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001780658,"about_ca_topic_score_gemma":0.003535117,"domain_scores_codex":[0.9999132,0.000005081518,0.000005811456,0.00002338796,0.00003200306,0.00002051178],"domain_scores_gemma":[0.9997744,0.00007658228,0.0000689903,0.00002025804,0.00004135226,0.00001845742],"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":[0.0000918244,0.00001136692,0.002199927,0.0000377857,0.000005868547,0.0000829425,0.0001764701,0.00220098,0.9929249,0.0003667811,0.00002970587,0.001871325],"study_design_scores_gemma":[0.000008392968,0.00009892914,0.03542161,0.000006054397,0.00001173183,0.0001220944,0.0001306524,0.01052573,0.9528261,0.0001678687,0.0006680326,0.00001273813],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981201,0.0001795711,0.001179566,0.000005260361,0.000002288695,0.000004242877,0.00007962792,0.00002774085,0.0004016173],"genre_scores_gemma":[0.9992357,0.00006701325,0.0004729082,0.000002201435,8.299974e-7,0.000002861792,0.00004974666,0.000006004202,0.000162672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001780658,"threshold_uncertainty_score":0.003540516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004792706126241861,"score_gpt":0.195713928768206,"score_spread":0.1909212226419642,"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."}}