{"id":"W2056616722","doi":"10.1002/adem.201400130","title":"Achievements in Advanced Ceramics and Coating Processing","year":2014,"lang":"en","type":"article","venue":"Advanced Engineering Materials","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ceramic; Aerospace; Materials processing; Resource (disambiguation); Manufacturing engineering; Materials science; Computer science; Mechanical engineering; Systems engineering; Process engineering; Engineering; Aerospace engineering; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007263477,0.0003818769,0.0005828052,0.0001538648,0.0001036613,0.0001709635,0.0002626119,0.0001079571,0.0001207396],"category_scores_gemma":[0.0004700934,0.0003964573,0.00002298665,0.0001672769,0.00005549569,0.0007337629,0.0001648051,0.00007496255,0.00003588461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001101098,"about_ca_system_score_gemma":0.00001724802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000206668,"about_ca_topic_score_gemma":0.000005253482,"domain_scores_codex":[0.9976877,0.00008602303,0.0006890705,0.0006163487,0.0002366975,0.0006841477],"domain_scores_gemma":[0.9991077,0.0001585451,0.0002284707,0.0003475797,0.00004594472,0.0001117399],"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":[0.00004917901,0.0000191225,0.00005829936,0.0002273395,0.000002170035,0.00000350539,0.000162844,0.02697913,0.9585584,0.0005762991,9.293767e-7,0.01336274],"study_design_scores_gemma":[0.0008823469,0.00005818894,0.003144036,0.0003686964,0.000008741812,0.00001307768,0.00006067197,0.002477813,0.9913402,0.0007786693,0.0003585584,0.00050901],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821976,0.0001054751,0.01606323,0.00004522535,0.0007557177,0.0003403941,0.0000282588,0.0003473734,0.000116725],"genre_scores_gemma":[0.9259896,0.00003719922,0.07355226,0.00007567505,0.0001097023,0.0001015861,0.00001484325,0.00008598911,0.00003315163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05748903,"threshold_uncertainty_score":0.9998487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004449475742051098,"score_gpt":0.2110889443510862,"score_spread":0.2066394686090351,"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."}}