{"id":"W2023654149","doi":"10.1007/s11661-009-9944-8","title":"Precipitation of β-Al5FeSi Phase Platelets in Al-Si Based Casting Alloys","year":2009,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions A","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":53,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Optical microscope; Scanning electron microscope; Intermetallic; Microstructure; Precipitation; Metallurgy; Electron microprobe; Casting; Phase (matter); Analytical Chemistry (journal); Microanalysis; Directional solidification; Alloy; Composite material; Chemistry; Chromatography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007035067,0.00009804862,0.0001519998,0.000147619,0.0002343064,0.0003887313,0.0002145561,0.0001803385,0.00106612],"category_scores_gemma":[0.0001618148,0.000135885,0.00008666858,0.0001288636,0.0001416809,0.0001256312,0.0001044243,0.0002153613,0.0002328613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003192151,"about_ca_system_score_gemma":0.0001730775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001782904,"about_ca_topic_score_gemma":0.003579707,"domain_scores_codex":[0.999952,0.000004630976,0.00000270368,0.000008920159,0.00001984287,0.00001200177],"domain_scores_gemma":[0.9999548,0.00001037848,0.00001099303,0.000005503564,0.00001201315,0.000006250306],"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":[0.0003029465,0.0000375567,0.0008439953,0.00006804584,0.00001039088,0.0001890238,0.00007539857,0.001260825,0.9929112,0.000756476,0.0003309347,0.003213314],"study_design_scores_gemma":[0.00001920925,0.0001175148,0.003629571,0.000003397716,0.00000627834,0.00007644449,0.00006536736,0.004500835,0.9904011,0.00008134153,0.00109559,0.000003391911],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964827,0.0003220129,0.0004774462,0.0000389117,0.00001284599,0.000006762607,0.00007160896,0.00002918886,0.00255851],"genre_scores_gemma":[0.9979639,0.00009364181,0.0003535916,0.000006298885,0.000003937462,0.000002645404,0.0000745622,0.000007396823,0.001494131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001782904,"threshold_uncertainty_score":0.003566504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01144168817804235,"score_gpt":0.2294439095311072,"score_spread":0.2180022213530649,"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."}}