{"id":"W2050824621","doi":"10.1557/proc-0982-kk01-03","title":"ADF-STEM Imaging of Strained GaN<sub>0.045</sub>As<sub>0.955</sub> Epitaxial Layers on (100) GaAs Substrates","year":2006,"lang":"en","type":"article","venue":"MRS Proceedings","topic":"GaN-based semiconductor devices and materials","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadia University; Institute for Microstructural Sciences","funders":"","keywords":"Materials science; Scanning transmission electron microscopy; Epitaxy; Optoelectronics; Transmission electron microscopy; Optics; Detector; Substrate (aquarium); Layer (electronics); Nanotechnology; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003497584,0.0005611515,0.0006643187,0.0002138892,0.0002026656,0.0002603969,0.0003799923,0.000120054,0.0001556629],"category_scores_gemma":[0.00001073014,0.0005471075,0.0002723894,0.0003453639,0.0001550976,0.0004612529,0.00005799312,0.0002740229,0.0001328154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006802531,"about_ca_system_score_gemma":0.0001157491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004339414,"about_ca_topic_score_gemma":0.000007490466,"domain_scores_codex":[0.9972242,0.00002191251,0.0007952283,0.0007091413,0.0004452365,0.0008043436],"domain_scores_gemma":[0.9986094,0.00006322013,0.0005821583,0.0002264169,0.0003274159,0.0001914283],"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":[0.00008897354,0.0001846414,0.01430617,0.000150851,0.00006404946,0.000005349264,0.000336634,0.00003124411,0.9680771,0.01251147,0.00253195,0.001711551],"study_design_scores_gemma":[0.001087665,0.0001599218,0.00412625,0.0002049182,0.00008908288,0.000004913086,0.001351745,0.0001037905,0.9868571,0.005120974,0.0003316026,0.0005620032],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886866,0.00006662835,0.00002406289,0.0002140475,0.0004045674,0.0004971676,0.000148747,0.0001486773,0.00980948],"genre_scores_gemma":[0.9985238,0.000006565413,0.00004597072,0.0001307783,0.0009354785,0.00006149161,0.0001115462,0.00009983672,0.00008458803],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01878002,"threshold_uncertainty_score":0.999698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009826864483233836,"score_gpt":0.2219087470426426,"score_spread":0.2120818825594087,"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."}}