{"id":"W4319773521","doi":"10.1007/s11661-023-06983-4","title":"Binder Jet Printing AISI 5120 Chromium Steel Powder","year":2023,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Materials science; Microstructure; Metallurgy; Chromium; Sintering; Jet (fluid); Scanning electron microscope; Raw material; Confocal laser scanning microscopy; Composite material; 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":[0.0002015425,0.000400084,0.0004858655,0.001181662,0.0003603902,0.0007353188,0.0004243242,0.0004297995,0.02518652],"category_scores_gemma":[0.000353071,0.0003824113,0.0003910075,0.0009342658,0.000172929,0.0004500422,0.0002803098,0.000656219,0.01113794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003704779,"about_ca_system_score_gemma":0.0004900082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001548196,"about_ca_topic_score_gemma":0.003933113,"domain_scores_codex":[0.9993464,0.00001476284,0.00003440761,0.0001030092,0.0004210817,0.00008019793],"domain_scores_gemma":[0.9998631,0.00002455182,0.00002059041,0.0000275163,0.00005012517,0.00001395781],"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":[0.0002350107,0.00003821083,0.00009757143,0.0001360213,0.000007324755,0.0002576644,0.00004685682,0.0001911311,0.9797482,0.0003176622,0.001349589,0.01757475],"study_design_scores_gemma":[0.00002449475,0.000140551,0.0009303119,0.000007514341,0.00001168201,0.0001337952,0.00001956659,0.000518704,0.9890317,0.00004000182,0.009132625,0.000009011536],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7252757,0.00333702,0.03482347,0.0003902769,0.001133485,0.0003849543,0.004059657,0.008284325,0.2223111],"genre_scores_gemma":[0.8185768,0.001548651,0.02102003,0.0001899478,0.000122907,0.00007261903,0.002788882,0.0009875755,0.1546926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02518652,"threshold_uncertainty_score":0.08425725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01713614168487002,"score_gpt":0.216777767949758,"score_spread":0.199641626264888,"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."}}