{"id":"W4236585330","doi":"10.32920/ryerson.14646222.v1","title":"A Study on Radial and Axial Temperature Effects on the Growth of Bulk Single Crystal of SixGe1-x in Bridgman Setting","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Solidification and crystal growth phenomena","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Space Agency; Dalhousie University","keywords":"Materials science; Homogeneity (statistics); Buoyancy; Alloy; Silicon; Directional solidification; Convection; Eutectic system; Crystal growth; Germanium; Crystal (programming language); Mechanics; Homogeneous; Isotropy; Temperature gradient; Diffusion; Chemical physics; Thermodynamics; Crystallography; Composite material; Optics; Metallurgy; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007382249,0.0002643676,0.0004913694,0.0001141583,0.00007487293,0.0001356222,0.0003409424,0.0001573303,0.0000632404],"category_scores_gemma":[0.0002824205,0.0001866752,0.00007775085,0.0001687826,0.0001303822,0.0000493974,0.000391789,0.000399151,0.000002127091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005469419,"about_ca_system_score_gemma":0.00008210987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003073085,"about_ca_topic_score_gemma":0.00007578991,"domain_scores_codex":[0.9978098,0.0004854384,0.0004911577,0.0005613841,0.0004389622,0.000213269],"domain_scores_gemma":[0.9984872,0.0005607895,0.00028182,0.0005102067,0.000101562,0.00005838456],"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":[0.0001725556,0.0009335688,0.0009679866,0.0004015118,0.00002878221,0.00001747247,0.007840072,0.00005536433,0.9841488,0.005276472,0.00007277046,0.00008463611],"study_design_scores_gemma":[0.001438952,0.001123063,0.02964486,0.0007229055,0.0000425805,0.000004623696,0.004549582,0.00003763688,0.9608479,0.001209126,0.000005766396,0.0003730341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944764,0.0000482722,0.000008322581,0.000319079,0.0003596568,0.001034597,0.00002868514,0.00002948964,0.003695548],"genre_scores_gemma":[0.9993391,0.000002771236,0.0001010096,0.0002622659,0.0001477672,0.00006585923,0.0000120969,0.00002174726,0.00004736856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02867688,"threshold_uncertainty_score":0.7612395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01941029667046025,"score_gpt":0.2485965976221554,"score_spread":0.2291863009516951,"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."}}