{"id":"W4385502321","doi":"10.2139/ssrn.4530265","title":"On the Size-Dependent Fatigue Behaviour of Laser Powder Bed Fusion Ti-6al-4v","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"Smarter Alloys (Canada)","funders":"","keywords":"Materials science; Fusion; Laser; Composite material; Optics; Physics","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":[0.0002146545,0.0001461972,0.0002044324,0.0003200306,0.0001668024,0.0001502922,0.0003167502,0.0003662343,0.002568936],"category_scores_gemma":[0.0007209195,0.0001346622,0.0002191251,0.0001778331,0.0002920289,0.0003491277,0.0001422574,0.000257374,0.0002798196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003031916,"about_ca_system_score_gemma":0.0001085503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001881802,"about_ca_topic_score_gemma":0.002150137,"domain_scores_codex":[0.9998689,0.00001097246,0.000005167133,0.00002593936,0.0000711465,0.000017954],"domain_scores_gemma":[0.9993452,0.0003326537,0.00008769053,0.00004357201,0.0001688837,0.00002192115],"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":[0.0006975823,0.00004686136,0.001351406,0.0001194037,0.00001358192,0.00008756341,0.00009804608,0.004194003,0.9855081,0.0001351223,0.0002346516,0.007513598],"study_design_scores_gemma":[0.00002231688,0.001123118,0.05794308,0.00001578916,0.00004114776,0.0001550732,0.0001107735,0.04821731,0.8912711,0.0001671235,0.0009014004,0.00003174886],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971588,0.00058804,0.001152343,0.00004103684,0.0000158516,0.000007444987,0.0001435355,0.00003715265,0.0008559242],"genre_scores_gemma":[0.9990457,0.0001078632,0.0001773506,0.000008159303,0.000007539986,0.000004394907,0.0001050566,0.000009706634,0.0005343087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002568936,"threshold_uncertainty_score":0.008593917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01884155629492401,"score_gpt":0.2416059117640859,"score_spread":0.2227643554691619,"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."}}