{"id":"W4396573280","doi":"10.1007/s40964-024-00633-w","title":"Laser powder bed fusion processing of UNS C63020 nickel aluminum bronze powder","year":2024,"lang":"en","type":"article","venue":"Progress in Additive Manufacturing","topic":"Metallurgy and Material Science","field":"Materials Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Defence Research and Development Canada; Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Bronze; Materials science; Metallurgy; Fusion; Nickel; Aluminium; Laser; Optics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000174892,0.0002012387,0.0004252862,0.0003172794,0.0003716068,0.0003618613,0.0002631031,0.0003098111,0.003351721],"category_scores_gemma":[0.0001751981,0.0001691893,0.0002621528,0.0003249922,0.0002265681,0.0003205864,0.000251987,0.0003472077,0.0007262951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003491604,"about_ca_system_score_gemma":0.0004240769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372765,"about_ca_topic_score_gemma":0.002715892,"domain_scores_codex":[0.9998322,0.00001194683,0.00000719822,0.0000264772,0.00007931014,0.00004297133],"domain_scores_gemma":[0.9999535,0.000009540833,0.000008950739,0.000006906478,0.00001397216,0.000007146245],"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":[0.0001872478,0.00002440392,0.0001375738,0.00007594562,0.000005619548,0.00006293358,0.0000568332,0.0001842864,0.9949762,0.0002858978,0.0001626483,0.003840542],"study_design_scores_gemma":[0.00001513599,0.0001971401,0.002242672,0.000003138618,0.000006951771,0.00006026072,0.00003771858,0.0008902161,0.9942889,0.00004120727,0.002211814,0.000004650457],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879357,0.0005944789,0.002488219,0.00008098343,0.00003872931,0.00002649442,0.0002074159,0.0001192509,0.008508706],"genre_scores_gemma":[0.9902319,0.0001721123,0.001833822,0.00001901083,0.000008989498,0.00001394156,0.0002014082,0.00003312536,0.007485687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003351721,"threshold_uncertainty_score":0.01121259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01624316550858821,"score_gpt":0.2744915247228857,"score_spread":0.2582483592142975,"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."}}