{"id":"W2238529797","doi":"10.3390/ma9010045","title":"Effect of Rare Earth Metals on the Microstructure of Al-Si Based Alloys","year":2016,"lang":"en","type":"article","venue":"Materials","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":62,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Chicoutimi","funders":"Deanship of Scientific Research, Prince Sattam bin Abdulaziz University; Saudi Basic Industries Corporation; Prince Sattam bin Abdulaziz University","keywords":"Intermetallic; Eutectic system; Materials science; Rare earth; Alloy; Precipitation; Microstructure; Metallurgy; Volume fraction; Melting temperature; Metal; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004049627,0.0002220398,0.0004323709,0.00005113353,0.0000258509,0.00002120806,0.0002623942,0.00009059841,0.001233078],"category_scores_gemma":[0.0001157754,0.00009908236,0.00008191651,0.00005918347,0.0001291004,0.00005284939,0.00004153168,0.00004271572,0.00003895614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001702191,"about_ca_system_score_gemma":0.00001062884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001052949,"about_ca_topic_score_gemma":0.000002206649,"domain_scores_codex":[0.9989805,0.0001835667,0.0003328617,0.0001438613,0.0001582232,0.0002009368],"domain_scores_gemma":[0.9991655,0.000250749,0.00009483708,0.0004234752,0.00003895662,0.00002645065],"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":[0.0001305199,0.000002540522,0.00005777245,0.0002208423,0.00006535697,0.000001253528,0.00005965595,0.00005495922,0.9980555,0.000061336,0.0007564128,0.0005339144],"study_design_scores_gemma":[0.0004355632,0.0001646629,0.001097135,0.0001513447,0.00003154851,0.000003472193,0.000003933673,0.000008239515,0.9949807,0.00003338779,0.002967396,0.000122648],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982445,0.0001441233,0.00004977165,0.0001424294,0.0005300596,0.0003465518,0.0002958611,0.00007680455,0.0001699332],"genre_scores_gemma":[0.9994984,0.000009760689,0.0001828285,0.00008948961,0.00004947971,0.00001980777,0.000006460545,0.00004834769,0.00009547437],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003074768,"threshold_uncertainty_score":0.9996799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005798467299084474,"score_gpt":0.1937080026415048,"score_spread":0.1879095353424203,"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."}}