{"id":"W2800433780","doi":"10.15625/0866-7187/40/2/12241","title":"Trace elements and oxygen isotopes of gem spinels in marble from the Luc Yen - An Phu areas, Yen Bai province, North Vietnam","year":2018,"lang":"en","type":"article","venue":"Vietnam Journal of Earth Sciences","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institut de Recherche pour le Développement; Centre National de la Recherche Scientifique; Université de Lorraine; National Foundation for Science and Technology Development","keywords":"EMPA; Electron microprobe; Isotopes of oxygen; Trace element; Mineralogy; Spinel; Geology; Chemistry; Nuclear chemistry; Metallurgy; Geochemistry; Materials science","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":[0.00006063619,0.0001691504,0.0001404825,0.0008118845,0.0004729658,0.0003490627,0.0001838251,0.0001608868,0.0005218939],"category_scores_gemma":[0.000111426,0.0001393502,0.00008134724,0.0003558173,0.0002477014,0.0001135913,0.0001555108,0.0001110597,0.00009003734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006287394,"about_ca_system_score_gemma":0.0002762888,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05581066,"about_ca_topic_score_gemma":0.1299026,"domain_scores_codex":[0.999947,0.000002747108,0.0000030735,0.00001815079,0.00001635135,0.00001277161],"domain_scores_gemma":[0.9999391,0.000005889737,0.00001407721,0.000001723321,0.00002386431,0.00001534846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003655856,0.00004924596,0.6877699,0.0001405977,0.0000785114,0.002748699,0.004671592,0.0004912411,0.2869094,0.0002321388,0.0001943934,0.0163487],"study_design_scores_gemma":[0.00000703235,0.00006795364,0.9874148,0.00001441469,0.00001316431,0.0006420277,0.002033927,0.0004443919,0.007761109,0.00004270234,0.001553175,0.00000533914],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993975,0.00006115109,0.00003443951,0.000005051465,9.66983e-7,0.000001738622,0.00009657499,0.000001477554,0.0004010698],"genre_scores_gemma":[0.998322,0.00007337571,0.0001437119,0.000008109037,0.000001406344,0.000003422532,0.0001929251,0.000003287844,0.001251715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05581066,"threshold_uncertainty_score":0.1109716,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02064816920809633,"score_gpt":0.2455449413479159,"score_spread":0.2248967721398196,"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."}}