{"id":"W2885673436","doi":"10.14510/araj.2017.4123","title":"Compaction of Metal-Ceramic Powder Mixture. Part.1","year":2017,"lang":"en","type":"article","venue":"Journal of the American Romanian Academy of Arts and Sciences","topic":"Powder Metallurgy Techniques and Materials","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compaction; Ceramic; Materials science; Metal powder; Metal; Metallurgy; Composite material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005614159,0.00007873964,0.0003212258,0.00007455995,0.000151726,0.00004841352,0.0004592791,0.00002294163,0.00001659406],"category_scores_gemma":[0.00002862863,0.00004586239,0.00009107417,0.00006009762,0.0008390081,0.0002879862,0.00005149009,0.0001083128,2.902212e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007528593,"about_ca_system_score_gemma":0.00001181836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002489342,"about_ca_topic_score_gemma":0.000001522504,"domain_scores_codex":[0.9992594,0.00002761767,0.000315435,0.00006230292,0.0002209496,0.0001143441],"domain_scores_gemma":[0.9989899,0.00002188626,0.0008304382,0.0000930774,0.00001840087,0.00004624953],"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":[0.00004590529,0.00005958421,0.004236833,0.00009391135,0.0002270685,0.000002826906,0.000575943,0.0008442992,0.971533,0.003451267,0.005247296,0.01368209],"study_design_scores_gemma":[0.0004035893,0.0005710747,0.4594468,0.0003705651,0.0001745,0.0002487507,0.0003530435,0.001308727,0.491791,0.006263122,0.03875856,0.0003103272],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970123,0.0002576839,0.00006368318,0.001316207,0.0002241822,0.00003897052,0.000003186302,0.000007571161,0.001076243],"genre_scores_gemma":[0.9986268,0.000453086,0.0007384774,0.00007220788,0.00006530354,3.007122e-7,1.953294e-8,0.000004699108,0.00003908366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.479742,"threshold_uncertainty_score":0.3091361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03409509447565546,"score_gpt":0.2947108118912207,"score_spread":0.2606157174155653,"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."}}