{"id":"W278495539","doi":"","title":"High-performance ceramics III : proceedings of the 3rd International Conference on High-Performance Ceramics (CICC-3) : Incorporating the first International Workshop on Layered and Graded Materials, Shenzhen, China May 9-12, 2004","year":2005,"lang":"en","type":"book","venue":"Trans Tech Publications eBooks","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"China; Session (web analytics); Ceramic; Presentation (obstetrics); Library science; Treasure; Chinese academy of sciences; Mechanical engineering; Engineering; Materials science; Computer science; History; Metallurgy; World Wide Web; Archaeology; Medicine","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":[0.0008458815,0.0008448857,0.000775428,0.0004422695,0.0008119045,0.0007351584,0.003124536,0.0004855063,0.000559565],"category_scores_gemma":[0.0001014757,0.000620333,0.0001170053,0.000174903,0.0009443261,0.0006058518,0.0003729529,0.0008088761,0.00003092074],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000679575,"about_ca_system_score_gemma":0.0004322563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006420656,"about_ca_topic_score_gemma":0.00008385319,"domain_scores_codex":[0.9955918,0.00005681804,0.001497743,0.001076971,0.001189149,0.0005875409],"domain_scores_gemma":[0.9964173,0.0001886221,0.001646031,0.001042212,0.0005942408,0.0001115981],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009670208,0.0005076486,0.0002029065,0.0006810276,0.0003769462,0.000001656675,0.002366494,0.00239827,0.3180823,0.6575741,0.003778037,0.01306358],"study_design_scores_gemma":[0.004465993,0.0004261977,0.009898738,0.00517103,0.000417424,0.000125534,0.0003666947,0.004488263,0.901906,0.02178513,0.04778205,0.003166958],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8721538,0.00002092756,0.0003811338,0.01240607,0.002564827,0.002766513,0.001463967,0.0005423188,0.1077005],"genre_scores_gemma":[0.9404204,0.0002012904,0.001782325,0.0003664137,0.0006707368,0.0005619902,0.000215957,0.0001416945,0.05563921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.635789,"threshold_uncertainty_score":0.9996248,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044413313922728,"score_gpt":0.2334336130053229,"score_spread":0.2129894798660957,"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."}}