{"id":"W3128227247","doi":"10.3390/met11020278","title":"Optimum Processing of Absorbable Carbon Nanofiber Reinforced Mg–Zn Composites Based on Two-Level Factorial Design","year":2021,"lang":"en","type":"article","venue":"Metals","topic":"Aluminum Alloys Composites Properties","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Universiti Kuala Lumpur; Universiti Teknologi Malaysia; Ministry of Higher Education, Malaysia; Université Laval","keywords":"Materials science; Factorial experiment; Sintering; Composite material; Compaction; Elastic modulus; Carbon nanofiber; Modulus; Magnesium; Carbon nanotube; Mathematics; Metallurgy","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002368403,0.0002874088,0.0004744552,0.0001173851,0.00006326062,0.0000809574,0.0002112477,0.000102682,0.00009285111],"category_scores_gemma":[0.00005719657,0.0002667549,0.0001165648,0.0002711921,0.00004868437,0.0001775049,0.00004788821,0.0001524264,0.00002525266],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001017916,"about_ca_system_score_gemma":0.0000998218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002246552,"about_ca_topic_score_gemma":0.000002624433,"domain_scores_codex":[0.9984797,0.00008899547,0.0004427771,0.0002578251,0.0003869058,0.0003438166],"domain_scores_gemma":[0.9991026,0.0001719351,0.00008506544,0.0003905518,0.0001716633,0.00007819887],"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":[0.00004088002,0.00001543526,0.00002731381,0.0001020524,0.00005123441,0.000006850556,0.0001396241,0.4565158,0.5427425,0.00002437197,0.00007048497,0.0002634585],"study_design_scores_gemma":[0.0004646392,0.00004685637,0.00003048632,0.00009371096,0.00004169255,0.000002597785,0.00001040929,0.4370404,0.5618831,0.00001317784,0.0001877789,0.0001852174],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7553823,0.002763649,0.2126002,0.00009421746,0.001785538,0.00089066,0.00003622909,0.0009028397,0.02554441],"genre_scores_gemma":[0.9403038,0.000005543868,0.05832514,0.0000487875,0.0001497012,0.00002735133,0.00002071212,0.00007452875,0.001044436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1849215,"threshold_uncertainty_score":0.9999785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03770605488910228,"score_gpt":0.2305159667544222,"score_spread":0.1928099118653199,"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."}}