{"id":"W2057428609","doi":"10.1016/j.tsf.2006.02.029","title":"In situ observation of heteroepitaxial β-FeSi2 during electron-beam irradiation","year":2006,"lang":"en","type":"article","venue":"Thin Solid Films","topic":"Semiconductor materials and interfaces","field":"Physics and Astronomy","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Acadia University","funders":"","keywords":"Transmission electron microscopy; Materials science; Irradiation; Electron beam processing; Microstructure; Thin film; Characterization (materials science); In situ; Epitaxy; Cathode ray; Electron microscope; Monolayer; Optics; Optoelectronics; Electron; Composite material; Nanotechnology; Layer (electronics); 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009351395,0.00009953279,0.0001664405,0.00004744413,0.00002940643,0.00002567246,0.00009158663,0.00003717431,0.0003843748],"category_scores_gemma":[0.000001884504,0.00009867881,0.00004232152,0.00007411808,0.00001611905,0.000268149,0.00001884454,0.00007124139,0.00002084286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002260361,"about_ca_system_score_gemma":0.00001571913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001553679,"about_ca_topic_score_gemma":0.00002478271,"domain_scores_codex":[0.9992784,0.00002042312,0.0002965053,0.0001374097,0.00008936875,0.0001778699],"domain_scores_gemma":[0.9996896,0.000009902178,0.0001418293,0.0001173173,0.00002639847,0.00001494313],"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":[0.00001584029,0.00005623618,0.01533268,0.00001143456,0.000007663321,2.306727e-7,0.0002073324,0.0007855564,0.9813091,0.001757306,0.0004993629,0.00001725509],"study_design_scores_gemma":[0.00033316,0.00002902329,0.1130261,0.00001721251,0.000004383893,2.212524e-7,0.000053087,0.000178892,0.8836501,0.002553054,0.00006249153,0.00009230232],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975602,0.00003193338,0.00002140846,0.0000459149,0.000273973,0.0001046415,0.00001227763,0.00001587557,0.00193379],"genre_scores_gemma":[0.9991362,0.000001508075,0.0001058119,0.00001665286,0.0003266629,0.00001129279,0.00005773135,0.00001215564,0.000331973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0976934,"threshold_uncertainty_score":0.4208635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01011484273567427,"score_gpt":0.2415415938120992,"score_spread":0.2314267510764249,"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."}}