{"id":"W4385071933","doi":"10.1093/micmic/ozad067.889","title":"Low Voltage (10 to 30 keV) CRYO-STEM-EELS: Another Step Toward a Damage-free Mapping of Li in Beam Sensitive Materials","year":2023,"lang":"en","type":"article","venue":"Microscopy and Microanalysis","topic":"Ion-surface interactions and analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hydro-Québec; McGill University","funders":"","keywords":"Art history; Library science; Media studies; Art; Engineering physics; Physics; Computer science; Sociology","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":[0.0002271185,0.0005076615,0.000273442,0.0005802686,0.0003291584,0.0006341653,0.0007341537,0.0008538109,0.0023801],"category_scores_gemma":[0.0001658494,0.0003010781,0.0002064125,0.00041023,0.0004485901,0.001102736,0.0004189727,0.001009101,0.0008644406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003711586,"about_ca_system_score_gemma":0.000196998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005549711,"about_ca_topic_score_gemma":0.001190976,"domain_scores_codex":[0.9998758,0.000007559541,0.000005843806,0.00003540341,0.00006055669,0.00001481518],"domain_scores_gemma":[0.9998512,0.00002026105,0.00002850583,0.00002509404,0.00006192558,0.00001294419],"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":[0.00001762127,0.00000909271,0.0001312198,0.00007987095,0.000003702155,0.00004012366,0.00003260892,0.00007335818,0.9967594,0.0003378415,0.0003047899,0.002210493],"study_design_scores_gemma":[0.000003818123,0.00006057781,0.001893008,0.00001689684,0.000009058538,0.0002698353,0.0000505345,0.002491443,0.988237,0.0002299539,0.006727124,0.00001074121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.709751,0.009422402,0.2546636,0.001508381,0.0003072569,0.0001819974,0.003522671,0.003974509,0.01666833],"genre_scores_gemma":[0.6984964,0.00362258,0.2810187,0.0006200394,0.0001158538,0.0001473536,0.00227351,0.0006446713,0.01306086],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0023801,"threshold_uncertainty_score":0.007962227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01162097181909361,"score_gpt":0.2403371669690663,"score_spread":0.2287161951499727,"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."}}