{"id":"W4229334738","doi":"10.1007/s40962-022-00808-7","title":"A Study on the Factors Enhancing the High-Temperature Strength of B319.2-Type Alloys","year":2022,"lang":"en","type":"article","venue":"International Journal of Metalcasting","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi; École de Technologie Supérieure","funders":"","keywords":"Materials science; Ultimate tensile strength; Alloy; Microstructure; Zirconium; Hardening (computing); Metallurgy; Structural material; Tensile testing; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007687208,0.00014658,0.0001994594,0.0001306765,0.0001565665,0.00006421762,0.0008179713,0.00002080245,0.0001763392],"category_scores_gemma":[0.0003923812,0.00007814302,0.0001168838,0.0001696421,0.00003587716,0.0001116311,0.0001638119,0.0006969863,0.000001457591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001276258,"about_ca_system_score_gemma":0.0000465859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001930124,"about_ca_topic_score_gemma":0.00001064221,"domain_scores_codex":[0.998268,0.000156983,0.0005221601,0.00008525796,0.0008393209,0.0001282782],"domain_scores_gemma":[0.9988111,0.0004544111,0.0002974479,0.0001406577,0.0002718791,0.00002449179],"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":[0.0001777043,0.0001693659,0.005566521,0.00001324348,0.002573519,0.0001339373,0.01627882,0.1186224,0.8539983,0.0004780017,0.0006644207,0.001323769],"study_design_scores_gemma":[0.002043683,0.001815354,0.04265927,0.0002702211,0.000416616,0.001047017,0.1058192,0.001695761,0.8396334,0.000431558,0.003518061,0.000649829],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996761,0.0002651112,0.00002426184,0.0002354993,0.002467741,0.0001139617,0.00001275015,0.00001688451,0.000102795],"genre_scores_gemma":[0.999513,0.000006735806,0.0001059567,0.00004965278,0.0002451857,0.000003291541,0.000001873602,0.00002640187,0.00004795884],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1169266,"threshold_uncertainty_score":0.318658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163886742293414,"score_gpt":0.2389673164480093,"score_spread":0.2173284490250751,"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."}}