{"id":"W2779859090","doi":"10.1007/s40145-017-0251-3","title":"Effects of regenerative mechanical vibration on the mechanical integrity of ceramic diesel particulate filters","year":2017,"lang":"en","type":"article","venue":"Journal of Advanced Ceramics","topic":"Recycling and utilization of industrial and municipal waste in materials production","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"National Science Foundation","keywords":"Materials science; Flexural strength; Vibration; Composite material; Compressive strength; Ceramic; Mechanical vibration; Drop (telecommunication); Engineering; Mechanical engineering; Acoustics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004132147,0.0001098949,0.0002938414,0.00004251592,0.0001056913,0.00003120935,0.0002265509,0.0001013859,0.000006056141],"category_scores_gemma":[0.0008528539,0.00007134839,0.0001059748,0.00004513769,0.00005797554,0.0001890139,0.00002621862,0.000254192,6.164001e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003901759,"about_ca_system_score_gemma":0.00001945581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003431245,"about_ca_topic_score_gemma":0.000001845205,"domain_scores_codex":[0.9990125,0.00008807675,0.0005230309,0.00007792845,0.0001929615,0.0001055006],"domain_scores_gemma":[0.9988148,0.0001819976,0.0005353295,0.0002358194,0.0001932685,0.00003879968],"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":[0.0002882612,0.00006439182,0.000005911886,0.00008045288,0.00009089133,0.00000208861,0.0001672895,0.1492966,0.8332027,0.01025883,0.00007935057,0.006463308],"study_design_scores_gemma":[0.0005332367,0.0003595465,0.0002474582,0.0002548853,0.00004062449,0.000005548725,0.0001076261,0.01813028,0.9760765,0.004070256,0.00009929988,0.00007475644],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901913,0.00005872282,0.007158357,0.0004195306,0.001956908,0.0001348309,0.000003970082,0.00001064326,0.000065671],"genre_scores_gemma":[0.9981431,0.0005603021,0.001004452,0.00001685424,0.0002356352,0.000002293851,0.00000140463,0.0000121744,0.00002373796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1428738,"threshold_uncertainty_score":0.2909503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0282784477054471,"score_gpt":0.272361732716617,"score_spread":0.2440832850111699,"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."}}