{"id":"W3125479845","doi":"10.1155/2021/6678280","title":"Spheroidization and Coarsening of Eutectic Si Particles in Al‐Si‐Based Alloys","year":2021,"lang":"en","type":"article","venue":"Advances in Materials Science and Engineering","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Chicoutimi; Université du Québec à Chicoutimi","funders":"","keywords":"Materials science; Eutectic system; Alloy; Dissolution; Ostwald ripening; Fusion; Economies of agglomeration; Metallurgy; Chemical engineering; Nanotechnology","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":[0.0001268226,0.0001979028,0.0002570827,0.0003332724,0.0002033407,0.0002366587,0.0001317576,0.0001777594,0.0005895073],"category_scores_gemma":[0.0001710686,0.0001868164,0.0002606284,0.0001985051,0.0002485906,0.0001819165,0.0001469053,0.0002235269,0.0001906684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003042302,"about_ca_system_score_gemma":0.0001350414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002118281,"about_ca_topic_score_gemma":0.003540823,"domain_scores_codex":[0.9998496,0.00001422829,0.00001167471,0.00004841499,0.00005120713,0.00002487828],"domain_scores_gemma":[0.9998755,0.00002373119,0.00003384708,0.00001463012,0.00003689818,0.00001529032],"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":[0.00003434178,0.000002731199,0.000298028,0.00001405238,0.000002696302,0.00002492641,0.00003659472,0.0001454733,0.9989346,0.00002606694,0.00000565266,0.0004749178],"study_design_scores_gemma":[0.00000420744,0.0001318347,0.01577622,0.000001958673,0.00000690636,0.00009168592,0.00005098362,0.001014127,0.982291,0.00002811426,0.0005982899,0.000004639285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974526,0.0005058176,0.001238831,0.000007627726,0.000004049927,0.00001182968,0.00008781809,0.00002193981,0.0006695908],"genre_scores_gemma":[0.9975244,0.0001839832,0.001142554,0.000006352764,0.000001954051,0.000007005416,0.0001313516,0.00001305147,0.0009893108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002118281,"threshold_uncertainty_score":0.004211903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005560400024530005,"score_gpt":0.2063620050270705,"score_spread":0.2008016050025405,"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."}}