{"id":"W2038861328","doi":"10.1017/s1431927604555757","title":"The Possibility of TEM-based X-ray Microanalysis with a Microcalorimeter Detector","year":2004,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Surface and Thin Film Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Microanalysis; Detector; Materials science; X-ray; Microscopy; Optics; Analytical Chemistry (journal); Physics; Chemistry; Environmental chemistry","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":[0.001129236,0.0008606386,0.0009034593,0.0008849074,0.0005513576,0.001394374,0.002900383,0.001283325,0.01717404],"category_scores_gemma":[0.002611535,0.001027469,0.000456399,0.0007811405,0.0006550989,0.002553202,0.001145262,0.002086047,0.004948596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002939471,"about_ca_system_score_gemma":0.000496713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000413254,"about_ca_topic_score_gemma":0.001302453,"domain_scores_codex":[0.999096,0.0001875249,0.00008127923,0.0002745847,0.0003151685,0.00004547492],"domain_scores_gemma":[0.997937,0.0009192552,0.0001501361,0.0005376069,0.0003710117,0.00008501846],"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":[0.0003373812,0.0001060032,0.0007955286,0.0003369261,0.00004545094,0.0001416248,0.00006544709,0.0003243146,0.9506003,0.00787006,0.003966374,0.03541056],"study_design_scores_gemma":[0.00006115557,0.0003138767,0.001424449,0.00003861785,0.00007816705,0.001522366,0.00005209119,0.01396591,0.9487132,0.002128182,0.03164525,0.00005659311],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02969595,0.001917035,0.9492118,0.0009925497,0.001187111,0.0002553946,0.001187528,0.005173502,0.0103791],"genre_scores_gemma":[0.09152703,0.0007075757,0.8970639,0.0003544716,0.0001913674,0.0002959332,0.0005839939,0.0004305456,0.008845174],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01717404,"threshold_uncertainty_score":0.05745286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006090282900674815,"score_gpt":0.2291292538300184,"score_spread":0.2230389709293436,"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."}}