{"id":"W4387105007","doi":"10.3390/engproc2023043041","title":"Evaluation of Small-Scale Thin Wall AlSi7Mg Alloys LPBF Coupons under Extreme Low Cycle Fatigue Regime","year":2023,"lang":"en","type":"article","venue":"","topic":"Additive Manufacturing Materials and Processes","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Annealing (glass); Aluminium; Fusion; Fatigue testing; Stress (linguistics); Cyclic stress; Thin film; Composite material; Structural engineering; Nanotechnology; Engineering","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":[0.000211236,0.0002422206,0.0001447777,0.0003403327,0.0002489668,0.0001341984,0.0001867692,0.0003692382,0.001164839],"category_scores_gemma":[0.0002735886,0.0001621338,0.0001515632,0.0001410432,0.000319396,0.0001784676,0.0001408711,0.0001542827,0.0001849596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001681338,"about_ca_system_score_gemma":0.00009341011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360933,"about_ca_topic_score_gemma":0.003899474,"domain_scores_codex":[0.9998686,0.00001317464,0.000008303026,0.00002784506,0.00005575496,0.00002615247],"domain_scores_gemma":[0.9997736,0.00003876359,0.00004162373,0.00002538525,0.00009787852,0.00002281786],"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":[0.00003218914,0.00000417488,0.0004652965,0.0000194059,0.000002291554,0.00003869322,0.00004895135,0.0001763233,0.9986374,0.00001528104,0.000008541401,0.0005515574],"study_design_scores_gemma":[0.000003366954,0.0007087704,0.02971001,0.000007290183,0.00001823491,0.0001505811,0.0001541873,0.001633727,0.9670502,0.0000178221,0.0005379057,0.000008000548],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987838,0.0001085881,0.0006661069,0.000006715214,0.000002558349,0.000007481467,0.00004986387,0.00001906801,0.0003560505],"genre_scores_gemma":[0.9981694,0.00005837092,0.001073521,0.000005737623,0.000001592533,0.000009768107,0.00007803863,0.000009693645,0.0005938817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001360933,"threshold_uncertainty_score":0.003896832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07883046241790398,"score_gpt":0.2710287174960848,"score_spread":0.1921982550781808,"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."}}