{"id":"W4403737117","doi":"10.1002/sia.7356","title":"X‐Ray Photoelectron Spectroscopy Analysis of Indium and Indium‐Containing Compounds","year":2024,"lang":"en","type":"article","venue":"Surface and Interface Analysis","topic":"Electron and X-Ray Spectroscopy Techniques","field":"Materials Science","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Indium; X-ray photoelectron spectroscopy; X-ray; Chemistry; Materials science; Analytical Chemistry (journal); Crystallography; Nuclear chemistry; Metallurgy; Physics; Environmental chemistry; Nuclear magnetic resonance; Optics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008392235,0.0003569561,0.001073432,0.001260531,0.0001466537,0.0003757938,0.0002799466,0.000150332,0.0007044548],"category_scores_gemma":[0.00002177149,0.000312351,0.0003432669,0.00360232,0.000251733,0.0005049212,0.00014169,0.0003213466,0.00001455332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001140933,"about_ca_system_score_gemma":0.0000741629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009252974,"about_ca_topic_score_gemma":0.0008396971,"domain_scores_codex":[0.9975358,0.0001439218,0.0005786137,0.000822487,0.0003543533,0.0005648486],"domain_scores_gemma":[0.9990045,0.0001634138,0.0001819052,0.0004241578,0.00008723405,0.0001387215],"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":[0.00008543055,0.00004368186,0.01504553,0.00005211156,0.003552467,0.000005055747,0.001145775,0.0003979972,0.9785249,0.0008554689,0.0001966117,0.00009498344],"study_design_scores_gemma":[0.0001309785,0.0006268005,0.003876084,0.00005003069,0.00764324,0.000002648428,0.0004277544,0.01454631,0.9713147,0.0002521407,0.0007687779,0.000360484],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800227,0.0078471,0.01005062,0.0002572951,0.00006946465,0.0001551459,0.00005681571,0.0002460862,0.001294766],"genre_scores_gemma":[0.9948825,0.00133981,0.003216439,0.00008262389,0.00002419822,0.000008661675,0.00003492979,0.00002815429,0.0003826917],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01485979,"threshold_uncertainty_score":0.9999329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009693904320884728,"score_gpt":0.2970406342389333,"score_spread":0.2873467299180485,"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."}}