{"id":"W7019705267","doi":"","title":"High resolution cold field emission scanning electron microscopy of cements","year":2007,"lang":"en","type":"article","venue":"NPARC","topic":"Advanced Electron Microscopy Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Scanning electron microscope; Field emission gun; Field electron emission; Cement; Field emission microscopy; Nanoscopic scale; Coating; Portland cement; High resolution; Microscope","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0001326064,0.00008244024,0.00008017445,0.0000292259,0.00007001718,0.00000429501,0.0001095151,0.0001046124,0.00002096789],"category_scores_gemma":[0.00001721829,0.00008567778,0.00003646181,0.00008647803,0.00002769669,0.000002534242,0.00004303926,0.00007770041,0.000001243294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002299658,"about_ca_system_score_gemma":0.00002775828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001419494,"about_ca_topic_score_gemma":0.000005211698,"domain_scores_codex":[0.9993257,0.00000846842,0.0001729518,0.0001904796,0.00006945955,0.000232934],"domain_scores_gemma":[0.9996021,0.000007106668,0.0000874144,0.0002104499,0.00005140696,0.00004149773],"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":[0.00008297654,0.00003454473,0.0002417297,0.000006446036,0.000006120937,1.885106e-7,0.000005508385,0.000005318201,0.9909248,0.001008257,0.006717348,0.0009667317],"study_design_scores_gemma":[0.0001607296,0.0003296666,0.0001055266,0.00001455062,0.000005414737,0.000001514141,0.000006917012,0.000006092185,0.9627671,0.0005619623,0.03595826,0.00008222392],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7954783,0.0001552299,0.2020029,0.000108834,0.00002641661,0.0001565332,0.000005378096,0.00001846094,0.002047901],"genre_scores_gemma":[0.9594059,0.0001066212,0.03940759,0.0001838228,0.00006788921,0.0000125832,0.00005235284,0.00001253866,0.000750672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1639276,"threshold_uncertainty_score":0.3493839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006042725883656716,"score_gpt":0.3237315440201315,"score_spread":0.3176888181364748,"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."}}