{"id":"W7132786320","doi":"","title":"Transmission electron microscopy imaging and spectroscopy of nanomaterials","year":2016,"lang":"en","type":"other","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nanomaterials; Electron energy loss spectroscopy; Transmission electron microscopy; Spectroscopy; High-resolution transmission electron microscopy; Characterization (materials science); Electron microscope; Energy filtered transmission electron microscopy; Phase (matter)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007639469,0.0005979175,0.0004364598,0.001651417,0.0005888061,0.0007506412,0.0009682392,0.0006147423,0.01180288],"category_scores_gemma":[0.0007161191,0.0003057789,0.000239248,0.0008786801,0.0003200333,0.001007719,0.0005552025,0.0009177571,0.005574604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003465079,"about_ca_system_score_gemma":0.0003359099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003268338,"about_ca_topic_score_gemma":0.0006063634,"domain_scores_codex":[0.9993956,0.00005223765,0.00004511412,0.0001195652,0.0003450014,0.00004243778],"domain_scores_gemma":[0.9996266,0.00004770859,0.00003387701,0.0001066245,0.0001546951,0.00003047305],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009358985,0.00007707482,0.000469878,0.0006910646,0.00002645756,0.0005920953,0.000157939,0.0005216201,0.9088776,0.0126585,0.01446382,0.0613705],"study_design_scores_gemma":[0.00002006749,0.0001386543,0.001953217,0.0001025027,0.00002901953,0.00231954,0.00009961637,0.005544045,0.717003,0.002907348,0.2698436,0.00003928931],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.1512504,0.02085573,0.6165351,0.001455788,0.001667747,0.001561827,0.01539855,0.01103427,0.1802407],"genre_scores_gemma":[0.2915282,0.0182598,0.5855608,0.0008278747,0.0003415589,0.001317243,0.01287121,0.001524357,0.08776892],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01180288,"threshold_uncertainty_score":0.03948456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004902679506064886,"score_gpt":0.2768839097263472,"score_spread":0.2719812302202824,"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."}}