{"id":"W4295096349","doi":"10.2139/ssrn.4212306","title":"Indentation Plastometry of Particulate Metal Matrix Composites","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Composite material; Particulates; Materials science; Indentation; Matrix (chemical analysis); Metal; Metallurgy; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002880465,0.0003018723,0.0001555664,0.0007030874,0.0004892421,0.0002065148,0.0003451071,0.0004664017,0.007299719],"category_scores_gemma":[0.0005417084,0.000210023,0.0001760201,0.0005373529,0.000344311,0.0003868169,0.0002340559,0.000537048,0.000603274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599418,"about_ca_system_score_gemma":0.0001094914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005065941,"about_ca_topic_score_gemma":0.0008959664,"domain_scores_codex":[0.9997426,0.00002732992,0.00001306633,0.00006142587,0.0001200402,0.0000355366],"domain_scores_gemma":[0.9995025,0.0002085209,0.00004832904,0.00011485,0.0001075738,0.00001810147],"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":[0.0001004966,0.00002054328,0.0003852317,0.00004376555,0.000003013502,0.000114587,0.000204552,0.0002339794,0.9904808,0.0001637355,0.0001149541,0.008134235],"study_design_scores_gemma":[0.000005897062,0.0003766763,0.02004508,0.000007369676,0.000009918403,0.0002930077,0.0002691145,0.002513836,0.9737336,0.000106734,0.002625935,0.00001277667],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700098,0.0007549837,0.01896254,0.00009629549,0.0001003793,0.00005414261,0.0004406209,0.000396869,0.009184335],"genre_scores_gemma":[0.9841191,0.000210672,0.008942373,0.00002798329,0.00002331078,0.00002786029,0.0001731543,0.00006298276,0.006412514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007299719,"threshold_uncertainty_score":0.02442002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005237673387098242,"score_gpt":0.209850354809287,"score_spread":0.2046126814221887,"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."}}