{"id":"W2747849013","doi":"10.1007/s40962-017-0169-0","title":"Effect of Sr–Grain Refining–Si Interactions on the Microstructural Characteristics of Al–Si Hypoeutectic Alloys","year":2017,"lang":"en","type":"article","venue":"International Journal of Metalcasting","topic":"Aluminum Alloy Microstructure Properties","field":"Engineering","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Eutectic system; Materials science; Microstructure; Alloy; Grain size; Intermetallic; Strontium; Refining (metallurgy); Metallurgy; Boron; Silicon; Electron microprobe; Microanalysis; Particle size; Scanning electron microscope; Chemical engineering; Composite material; 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":[0.0009086375,0.0002054408,0.0004045303,0.0001918214,0.0001207334,0.0001221693,0.001108076,0.00004886866,0.00006342546],"category_scores_gemma":[0.002817116,0.0001345208,0.0002565108,0.00004333351,0.0001806165,0.0003104427,0.0001506956,0.0005026719,0.000004998399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000102812,"about_ca_system_score_gemma":0.00003118351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000205888,"about_ca_topic_score_gemma":0.000006872489,"domain_scores_codex":[0.9983672,0.0001002422,0.0007879353,0.0001079224,0.0004596184,0.0001770727],"domain_scores_gemma":[0.9973894,0.0006611926,0.001158497,0.0002859982,0.0004578872,0.00004697993],"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":[0.0002750389,0.0000144885,0.002954979,0.00006296131,0.0008738544,0.00003774519,0.0005240541,0.0005290998,0.9422988,0.0001388721,0.0002077322,0.05208233],"study_design_scores_gemma":[0.001366406,0.0006338066,0.03257657,0.001298685,0.0002732736,0.001539898,0.0001767262,0.004820993,0.9524698,0.0001337322,0.004384405,0.0003257317],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949192,0.0001336818,0.0001980565,0.0004204019,0.003498181,0.0000622211,0.00003365554,0.00001512659,0.0007195074],"genre_scores_gemma":[0.9985368,0.00002763906,0.0009273012,0.00005100507,0.0003419004,0.000002159976,0.000002933368,0.00003345964,0.00007680161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0517566,"threshold_uncertainty_score":0.5485599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01892531577802794,"score_gpt":0.2768986148442365,"score_spread":0.2579732990662086,"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."}}