{"id":"W2064636585","doi":"10.1016/j.matdes.2013.05.048","title":"Defects related to incipient melting in Al–Si–Cu–Mg alloys","year":2013,"lang":"en","type":"article","venue":"Materials & Design (1980-2015)","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Alloy; Porosity; Metallurgy; Ultimate tensile strength; Mold; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000846416,0.0005664191,0.0006695634,0.0003161409,0.0001003351,0.0003339821,0.0005051773,0.0003067903,0.0008371483],"category_scores_gemma":[0.0001672979,0.0005226961,0.00006828448,0.0003597273,0.00006400244,0.0004384804,0.0002307892,0.0002518106,0.00292861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003554813,"about_ca_system_score_gemma":0.00005995708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008574275,"about_ca_topic_score_gemma":0.0000628187,"domain_scores_codex":[0.9969212,0.0002696445,0.0009387296,0.0005510434,0.0003316382,0.0009877059],"domain_scores_gemma":[0.9988357,0.0001053159,0.0001123368,0.0006020883,0.0001090533,0.0002354791],"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":[0.00002713151,0.00001881663,0.0004641904,0.00009034065,0.00005232872,0.00002562134,0.002147792,0.005673241,0.9845851,0.00009637854,0.006406553,0.0004124819],"study_design_scores_gemma":[0.0008495061,0.0001465248,0.007727343,0.000273503,0.00003776351,0.00004848864,0.0002190829,0.001829498,0.9833718,0.00052156,0.003970872,0.001004065],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939878,0.0005589343,0.0009425905,0.0002519727,0.001657196,0.001474901,0.00001528883,0.0007239598,0.000387386],"genre_scores_gemma":[0.9911922,0.00002808545,0.007387809,0.0004151194,0.0001095015,0.0003326727,0.00002433062,0.0002092606,0.000301002],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007263152,"threshold_uncertainty_score":0.9997225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131886214735848,"score_gpt":0.2176725773616044,"score_spread":0.2063537152142459,"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."}}