{"id":"W2560170803","doi":"10.1017/s1431927616001331","title":"X-ray Microanalysis Phase Map on Rare Earth Minerals with a Conventional and an Annular Silicon Drift Detector","year":2016,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"X-ray Diffraction in Crystallography","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Microanalysis; Silicon; Detector; Rare earth; Earth (classical element); Phase (matter); Materials science; X-ray; Electron probe microanalysis; X-ray detector; Mineralogy; Analytical Chemistry (journal); Optics; Geology; Physics; Metallurgy; Chemistry; Electron microprobe; Environmental chemistry; Astronomy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003666095,0.0005453614,0.0003410084,0.001125484,0.0003037647,0.0004607245,0.0006574203,0.0003757768,0.004785758],"category_scores_gemma":[0.0003043222,0.0004042119,0.0001726878,0.00058417,0.0003811489,0.000590687,0.0005485908,0.0004615515,0.0006979725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003640139,"about_ca_system_score_gemma":0.0004594084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005245621,"about_ca_topic_score_gemma":0.001530167,"domain_scores_codex":[0.9997128,0.00002200446,0.00001575593,0.00008660591,0.0001404354,0.00002243957],"domain_scores_gemma":[0.9998294,0.00003104261,0.00002037339,0.00002549605,0.00007077042,0.00002283446],"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":[0.0001003893,0.00001559085,0.0006319847,0.00007003587,0.00001260509,0.00006663414,0.00001838864,0.0001005926,0.9829846,0.001162783,0.001087229,0.01374911],"study_design_scores_gemma":[0.00004309469,0.0001225365,0.005031509,0.00001265997,0.00003950588,0.001082568,0.00005714767,0.007404026,0.9661471,0.0006022298,0.01943461,0.00002306541],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3814848,0.005106221,0.578406,0.00100333,0.0003883047,0.0002502536,0.001733926,0.003606546,0.02802056],"genre_scores_gemma":[0.4484087,0.002058174,0.5253792,0.0002322434,0.00007470889,0.0001736318,0.00155399,0.0003566316,0.02176275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004785758,"threshold_uncertainty_score":0.01600993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009913421340259621,"score_gpt":0.2710326917475319,"score_spread":0.2611192704072722,"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."}}