{"id":"W4388915513","doi":"10.1016/j.matchemphys.2023.128693","title":"The multifunctional performance of the laser powder bed fusion 316L stainless steel matrix composite reinforced with the CNT-ZrO2 nanohybrid","year":2023,"lang":"en","type":"article","venue":"Materials Chemistry and Physics","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Ultimate tensile strength; Microstructure; Composite number; Corrosion; Composite material; Scanning electron microscope; Carbon nanotube; Raman spectroscopy; Nanoparticle; Nanotechnology","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":[0.0002082547,0.0003444252,0.0002492363,0.000303398,0.0002093618,0.000293148,0.000228139,0.0004983309,0.002440877],"category_scores_gemma":[0.0001874159,0.0002031405,0.0003017678,0.0002199991,0.0002101643,0.0003055621,0.0001432675,0.0002656436,0.0004234205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002650071,"about_ca_system_score_gemma":0.0001813654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176616,"about_ca_topic_score_gemma":0.002727928,"domain_scores_codex":[0.9997788,0.00001102874,0.00001052544,0.00005238593,0.00009589567,0.00005130532],"domain_scores_gemma":[0.9998258,0.00003419684,0.00003938897,0.00001321241,0.00006424332,0.00002321583],"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":[0.00007764508,0.000004573728,0.00004956473,0.00001589074,0.000002159127,0.00001428595,0.000009854149,0.00008822303,0.9992959,0.00002235743,0.00002280924,0.0003967407],"study_design_scores_gemma":[0.000003832653,0.0001536645,0.001684724,0.000001674582,0.00001019894,0.00002721953,0.00001782542,0.0008102437,0.996972,0.000006872547,0.0003054827,0.000006243982],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976004,0.0002950834,0.0009102686,0.0000248009,0.00002464204,0.000004606828,0.0001268366,0.00009366994,0.0009197189],"genre_scores_gemma":[0.9979529,0.0001112554,0.0007409888,0.00000985785,0.000004842881,0.000004766868,0.00007547871,0.00001540122,0.001084338],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002440877,"threshold_uncertainty_score":0.008165538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005337355556315845,"score_gpt":0.1862616385940904,"score_spread":0.1809242830377746,"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."}}