{"id":"W4206364794","doi":"10.2139/ssrn.3978279","title":"Microstructure and Mechanical Properties of Crack-Free Inconel 738 Fabricated by Laser Powder Bed Fusion","year":2021,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Microstructure; Materials science; Fusion; Inconel; Composite material; Laser; Metallurgy; 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":[0.0001284898,0.0001311135,0.0002146846,0.0003609152,0.000329768,0.0002561905,0.0003213406,0.0003693086,0.001842371],"category_scores_gemma":[0.0002395148,0.000184364,0.0001471391,0.000339372,0.0002631289,0.0002342658,0.000101451,0.0002229142,0.0002367393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003090854,"about_ca_system_score_gemma":0.0002762585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003341335,"about_ca_topic_score_gemma":0.005291642,"domain_scores_codex":[0.9998647,0.000004568291,0.000006272672,0.00003067744,0.00007263597,0.00002110196],"domain_scores_gemma":[0.9998511,0.00002140544,0.00003491885,0.00001603444,0.0000627612,0.00001368517],"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":[0.0002113229,0.00002511594,0.001376083,0.00004693944,0.000006122013,0.0001307736,0.00007524782,0.0007745625,0.994699,0.000155676,0.0001350321,0.002364174],"study_design_scores_gemma":[0.00003454194,0.000527354,0.05654083,0.00001105809,0.00003349977,0.0001562643,0.0002048715,0.005153557,0.9355618,0.00007078941,0.001680716,0.00002474567],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988185,0.0001061397,0.0001938737,0.000009870342,0.00000402099,0.000002031812,0.0001589595,0.00001875611,0.0006879116],"genre_scores_gemma":[0.9981436,0.00005981893,0.0005074942,0.000005578873,0.000001527409,0.000004040207,0.0002039555,0.000008738397,0.001065292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003341335,"threshold_uncertainty_score":0.006643772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004842837886066595,"score_gpt":0.1775504541346767,"score_spread":0.1727076162486101,"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."}}