{"id":"W2129985921","doi":"10.5539/apr.v2n1p135","title":"The Growth of Nd:YAG Single Crystals by Czochralski Method with ADC-CGS – Preliminary Work","year":2010,"lang":"en","type":"article","venue":"Applied Physics Research","topic":"Photorefractive and Nonlinear Optics","field":"Physics and Astronomy","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministério da Ciência, Tecnologia e Inovação","keywords":"Materials science; Neodymium; Laser; Crystal (programming language); Doping; Single crystal; Czochralski method; Crystal growth; Optics; Optoelectronics; Computer science; Nuclear magnetic resonance; Crystallography; Physics; Chemistry","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001000624,0.0002068517,0.0002704317,0.00004321942,0.0004173093,0.0001065288,0.0005666875,0.00006857567,0.00009769214],"category_scores_gemma":[0.00001757659,0.0001412213,0.00008470938,0.0006291924,0.00045608,0.0001142672,0.0002243071,0.001076832,0.00005681281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001917142,"about_ca_system_score_gemma":0.0001577209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001607692,"about_ca_topic_score_gemma":0.000003896738,"domain_scores_codex":[0.9979163,0.000134744,0.0002417493,0.0003657417,0.0007320143,0.0006094666],"domain_scores_gemma":[0.9971439,0.001488739,0.0001470057,0.0006415211,0.0004376797,0.000141151],"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":[0.0007055443,0.001010328,0.001844137,0.00002855187,0.0002291339,0.000001230008,0.0004565137,0.00001231579,0.8875466,0.07230555,0.0107975,0.02506262],"study_design_scores_gemma":[0.0005507257,0.0002756311,0.0003298416,0.00001989245,0.0000267699,3.912135e-7,0.0004613121,0.0001625248,0.9534451,0.03421554,0.01027136,0.0002408922],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9082696,0.00006873863,0.01487149,0.0002470952,0.00008208455,0.0009690907,0.0001397064,0.00003349767,0.07531874],"genre_scores_gemma":[0.9935245,0.000004868217,0.004910685,0.00001613949,0.0004629946,0.0001593831,0.00006726626,0.00005466541,0.0007994893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08525494,"threshold_uncertainty_score":0.5758838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03029681581428637,"score_gpt":0.3441180802670483,"score_spread":0.3138212644527619,"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."}}