{"id":"W2625537554","doi":"10.1016/b978-0-444-63303-3.00008-0","title":"Floating Zone Growth of Oxides and Metallic Alloys","year":2014,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Intermetallics and Advanced Alloy Properties","field":"Engineering","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Metal; Metallurgy; Geology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001457225,0.0004036244,0.0006558298,0.0001292366,0.00004280436,0.0000306257,0.000185258,0.000187952,0.00005687149],"category_scores_gemma":[0.00001556711,0.0003571889,0.0001703918,0.000007213759,0.000134741,0.00003960799,0.00009755616,0.0002474831,0.00002355382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002613308,"about_ca_system_score_gemma":0.00001070042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.255662e-7,"about_ca_topic_score_gemma":0.000006683863,"domain_scores_codex":[0.9988469,0.000009626749,0.0004692986,0.0002531702,0.0001882437,0.0002326987],"domain_scores_gemma":[0.999392,0.000045889,0.0001255552,0.0002737854,0.00008619293,0.00007655928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000005622914,0.000002260673,0.000001422097,0.0009732299,0.0003910818,0.000008007261,0.0001371148,0.00004230657,0.01795705,0.07302842,0.0000172581,0.9074363],"study_design_scores_gemma":[0.0002670793,0.00008959939,0.000004762398,0.001149582,0.0002041959,0.0000197144,0.000008620248,0.0006349467,0.01758284,0.01529774,0.9639727,0.0007682117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001959754,0.002167511,0.0001357403,0.000006938986,0.0002186158,0.0002166042,0.00001393414,0.0001353097,0.9951456],"genre_scores_gemma":[0.0722977,0.0006181428,0.002939254,0.00006640152,0.000201533,0.00001205325,0.000009377537,0.0001858325,0.9236697],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9639555,"threshold_uncertainty_score":0.999888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01043817887440208,"score_gpt":0.1917338772355623,"score_spread":0.1812956983611603,"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."}}