{"id":"W4288046003","doi":"10.1016/j.ultramic.2022.113592","title":"Field dependent study on the impact of co-evaporated multihits and ion pile-up for the apparent stoichiometric quantification of GaN and AlN","year":2022,"lang":"en","type":"article","venue":"Ultramicroscopy","topic":"Advanced Materials Characterization Techniques","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Fonds Wetenschappelijk Onderzoek","keywords":"Ion; Atom probe; Evaporation; Pile; Stoichiometry; Materials science; Electrode; Field (mathematics); Nitride; Analytical Chemistry (journal); Chemistry; Chemical physics; Composite material; Physics; Physical chemistry; Geology; Microstructure; Thermodynamics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002639945,0.0001010232,0.0001456227,0.0001175337,0.0001094813,0.00002235499,0.0001118226,0.00002366144,0.00002110512],"category_scores_gemma":[0.00008002445,0.0000662681,0.00002178194,0.0002287949,0.00002857434,0.00004402275,0.00001931067,0.00007737127,1.844032e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003281748,"about_ca_system_score_gemma":0.000008572887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003193323,"about_ca_topic_score_gemma":0.000001605084,"domain_scores_codex":[0.9994016,0.00004889487,0.0002331299,0.0001208265,0.0001060738,0.00008942619],"domain_scores_gemma":[0.9992435,0.0003726327,0.0001293995,0.0001977055,0.00004161157,0.00001514635],"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":[0.0001070174,0.00008266987,0.001954217,0.00003179667,0.00003372811,7.74828e-8,0.0009562112,0.002523344,0.9934919,0.00003036041,0.00007377322,0.0007148762],"study_design_scores_gemma":[0.0003289794,0.000692968,0.02196382,0.000008893218,0.00001595806,0.000001224574,0.0009699318,0.002710271,0.9731721,0.0000338581,0.00002958902,0.00007238678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744799,0.00006719273,0.02389225,0.00002096539,0.0001212039,0.001108394,0.0002491753,0.00005506947,0.000005890248],"genre_scores_gemma":[0.9995703,0.00008266698,0.0001168444,0.000009753358,0.000009082383,0.0001396369,0.00004553703,0.00001856532,0.000007620351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02509044,"threshold_uncertainty_score":0.2702335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0284927328526283,"score_gpt":0.3242451755929321,"score_spread":0.2957524427403038,"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."}}