{"id":"W4236294329","doi":"10.1002/9783527808465.emc2016.6458","title":"Absorption‐induced enhancement of <scp>X</scp> ‐ray contrast by soft <scp>X</scp> ‐ray emissions","year":2016,"lang":"en","type":"other","venue":"European Microscopy Congress 2016: Proceedings","topic":"Crystallography and Radiation Phenomena","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Reciprocal lattice; Collimated light; Scattering; Ionization; Physics; Crystal (programming language); Atomic physics; X-ray; Optics; Chemistry; Diffraction; Laser","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005636879,0.00106534,0.001041263,0.0005286827,0.0003120521,0.0003281731,0.00121217,0.0002913076,0.002890964],"category_scores_gemma":[0.0000865965,0.0008874842,0.0004681925,0.0003448654,0.0004287564,0.0002846369,0.0003097513,0.0006179044,0.001116966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006770468,"about_ca_system_score_gemma":0.0001752613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006010886,"about_ca_topic_score_gemma":9.171585e-7,"domain_scores_codex":[0.995858,0.00009552106,0.001088327,0.001220569,0.0006499879,0.001087573],"domain_scores_gemma":[0.9963573,0.000231149,0.001995367,0.0005247195,0.0003669861,0.0005245454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004705797,0.0002412947,0.0005739146,0.000141615,0.0003925069,0.000001432359,0.0006971682,2.375138e-7,0.3504851,0.0006219964,0.6462471,0.0005929857],"study_design_scores_gemma":[0.001860505,0.000141096,0.000139148,0.001337197,0.0001843696,0.000001197636,0.0008589478,0.000004934034,0.05202921,0.0000970677,0.9430527,0.000293614],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02953825,0.002403579,0.004473159,0.00008271803,0.001978753,0.001604322,0.002455862,0.0003917576,0.9570716],"genre_scores_gemma":[0.1229241,0.0004940103,0.0005089456,0.0001551765,0.002070205,0.0001036504,0.0004320462,0.001023571,0.8722883],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2984558,"threshold_uncertainty_score":0.9996608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007415513288506329,"score_gpt":0.2401658115663633,"score_spread":0.2327502982778569,"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."}}