{"id":"W4210333242","doi":"10.3390/min12020206","title":"Trace Element Geochemistry and Genesis of Beryl from Wadi Nugrus, South Eastern Desert, Egypt","year":2022,"lang":"en","type":"article","venue":"Minerals","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Russian Academy of Sciences; Universitatea 'Dunărea de Jos' Galați","keywords":"Biotite; Schist; Pegmatite; Wadi; Geology; Geochemistry; Quartz; Trace element; Mineralogy; Mineral; Fluid inclusions; Hydrothermal circulation; Metamorphic rock; Chemistry; Archaeology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006404034,0.0002748273,0.0002919843,0.001194705,0.0006490478,0.0004229822,0.0002080969,0.000218962,0.001112511],"category_scores_gemma":[0.00008744619,0.0001508114,0.00009531161,0.0008572479,0.0003129916,0.0002259614,0.0002966356,0.000149049,0.0002600131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029044,"about_ca_system_score_gemma":0.0004151695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0401137,"about_ca_topic_score_gemma":0.1110828,"domain_scores_codex":[0.9999471,0.000002190892,0.000003526546,0.00001468031,0.00001488924,0.00001760879],"domain_scores_gemma":[0.9999654,0.000002546016,0.00001286245,0.000001471488,0.00001246339,0.000005205789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005163239,0.00008553614,0.7478597,0.0005203859,0.0001032957,0.004674328,0.005578846,0.0007861647,0.1989042,0.0003305053,0.000613279,0.0400275],"study_design_scores_gemma":[0.00001001736,0.00005438937,0.985058,0.0000326549,0.00002020717,0.0008129033,0.003567971,0.0002275146,0.005488425,0.00003844812,0.004681198,0.000008394314],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998367,0.00023541,0.00004672036,0.0000150686,0.000001946654,0.00000324098,0.0001716608,0.000005025418,0.001153918],"genre_scores_gemma":[0.9967875,0.0002344183,0.0002896616,0.0000250391,0.000002080741,0.00000324194,0.0002728036,0.000007659171,0.002377498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0401137,"threshold_uncertainty_score":0.07976037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685752997833633,"score_gpt":0.2049830834318102,"score_spread":0.1881255534534739,"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."}}