{"id":"W4404897607","doi":"10.1111/ijac.14789","title":"Contents","year":2024,"lang":"en","type":"paratext","venue":"International Journal of Applied Ceramic Technology","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Central Glass and Ceramic Research Institute; U.S. Air Force; Politechnika Rzeszowska im. Ignacego Łukasiewicza; Wuhan University of Science and Technology; Guangdong University of Technology; Southeast University; University of Tabriz; Wuhan University; Donghua University; Slovenská Akadémia Vied; Sichuan University; Università Degli Studi di Modena e Reggio Emila; Guilin University of Technology; Suranaree University of Technology; Harbin Institute of Technology; Air Force Research Laboratory; Beijing Jiaotong University; Korea University; Institut \"Jožef Stefan\"; Yonsei University; University of Toronto; Bhabha Atomic Research Centre; Politecnico di Torino; Oklahoma State University; Universiti Malaya; Pennsylvania State University; North Carolina State University; Tsinghua University; Université de Bordeaux; West Virginia University; Zhengzhou University; University of Pennsylvania","keywords":"Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009077669,0.0003257132,0.0004880118,0.001620793,0.00001959008,0.00007954083,0.001523821,0.0007829166,0.000494431],"category_scores_gemma":[0.0000318813,0.000295544,0.000172318,0.0001790254,0.0001776506,0.00004202883,0.0002784271,0.00190378,0.003108412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003210336,"about_ca_system_score_gemma":0.00004333406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001270982,"about_ca_topic_score_gemma":6.402675e-7,"domain_scores_codex":[0.9985741,0.00000394066,0.0006312053,0.0002110049,0.0003240869,0.0002556286],"domain_scores_gemma":[0.999197,0.00004774289,0.0002704292,0.0002383937,0.000214112,0.00003233297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004412327,0.00003390389,0.000001536693,0.0001301527,0.002298846,0.0003081077,0.00006536584,0.00373616,0.004374253,0.01280729,0.7006947,0.2755055],"study_design_scores_gemma":[0.0003700376,0.00004945581,0.00000469974,0.0004216697,0.00006344461,0.0003886403,0.0001484483,0.0002250603,0.1070253,0.03594083,0.8550148,0.0003476593],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1264398,0.01698066,0.02413695,0.005800705,0.09422039,0.000642802,0.0007593923,0.004616184,0.7264031],"genre_scores_gemma":[0.9898221,0.00230731,0.00110346,0.00005432301,0.0008807653,0.00001475799,0.0000382191,0.0001004177,0.005678681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8633823,"threshold_uncertainty_score":0.9999497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01001164109042013,"score_gpt":0.2439757195225901,"score_spread":0.2339640784321699,"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."}}