{"id":"W4284709111","doi":"10.1007/s40962-022-00824-7","title":"Intermetallics Formation, Hardness and Toughness of A413.1 Type Alloys: Role of Melt and Aging Treatments","year":2022,"lang":"en","type":"article","venue":"International Journal of Metalcasting","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Intermetallic; Electron microprobe; Metallurgy; Eutectic system; Microstructure; Vickers hardness test; Quenching (fluorescence); Analytical Chemistry (journal); Alloy; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002620058,0.00009829355,0.0002230185,0.0001981135,0.00003711124,0.00002467203,0.0001971772,0.00001817539,0.00003669954],"category_scores_gemma":[0.0000827005,0.0000882325,0.00005125389,0.00008088449,0.00004410191,0.00034536,0.0001505156,0.0001322783,1.771544e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006541911,"about_ca_system_score_gemma":0.00001944746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001050768,"about_ca_topic_score_gemma":0.000002063887,"domain_scores_codex":[0.9990097,0.00003385283,0.0004906913,0.00006134092,0.0003222933,0.000082126],"domain_scores_gemma":[0.9992527,0.00004480631,0.000320748,0.00005110951,0.000300178,0.00003040677],"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":[0.0001820444,0.00006440289,0.007703313,0.0001826014,0.001816804,0.00003935058,0.01013821,0.01348776,0.8834328,0.000320923,0.00005997137,0.08257182],"study_design_scores_gemma":[0.004601624,0.0008463882,0.01782226,0.0008381477,0.0007839062,0.006961839,0.01734807,0.08946865,0.8497974,0.00263209,0.008159731,0.000739878],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956307,0.002845583,0.0006054696,0.00003108753,0.0006667271,0.00004473315,0.00001555652,0.000008639744,0.0001514509],"genre_scores_gemma":[0.9975844,0.0001314068,0.002162511,0.0000101495,0.00005538681,0.00000151214,0.000003921299,0.00001579644,0.00003493249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08183194,"threshold_uncertainty_score":0.3598017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01114197745187585,"score_gpt":0.2236806086952274,"score_spread":0.2125386312433516,"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."}}