{"id":"W4360592647","doi":"10.2139/ssrn.4396591","title":"Interfacial Defects, Microstructure and Microhardness of 316l-Alsi10mg Multi-Material Parts Produced by Selective Laser Melting","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Indentation hardness; Microstructure; Selective laser melting; Materials science; Metallurgy; Laser; Composite material; Optics","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":[0.0001325592,0.0001157212,0.0001888297,0.0003885788,0.0001696523,0.0002052166,0.0002830542,0.0003017066,0.001681558],"category_scores_gemma":[0.0002696624,0.0001587026,0.000200821,0.0002502249,0.0002725675,0.0002625385,0.0001527809,0.0001976916,0.0002074419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002618386,"about_ca_system_score_gemma":0.0001131515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001427648,"about_ca_topic_score_gemma":0.001462431,"domain_scores_codex":[0.9998753,0.000005735218,0.000007094217,0.00002869705,0.00005885299,0.00002425571],"domain_scores_gemma":[0.99976,0.00005909061,0.00008701717,0.00002119205,0.0000534867,0.0000192406],"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":[0.0002938982,0.00001714157,0.002563793,0.00002962794,0.000005033022,0.00007818753,0.0000709865,0.0005999027,0.9946486,0.00005459285,0.00004002262,0.001598105],"study_design_scores_gemma":[0.00001269521,0.0003594164,0.1024665,0.000005448609,0.00002764742,0.0001644554,0.0001478318,0.005637348,0.8907727,0.00004503251,0.0003477121,0.00001321182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993103,0.00008007947,0.00025932,0.000005045733,0.000001931266,0.000001606277,0.00008279272,0.00001512345,0.0002438861],"genre_scores_gemma":[0.9994079,0.00001476628,0.0001327952,0.000002552101,7.582549e-7,0.000001946601,0.0000694237,0.000005751331,0.000364223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001681558,"threshold_uncertainty_score":0.005625427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005706252973734958,"score_gpt":0.2102933179201626,"score_spread":0.2045870649464276,"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."}}