{"id":"W7132438994","doi":"","title":"Origin of bright field TEM contrast enhancement by a hole-free phase plate","year":2010,"lang":"en","type":"other","venue":"NPARC","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Phase (matter); Contrast (vision); Contrast enhancement; Field intensity; Phase contrast microscopy","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":[0.0001452486,0.0002959853,0.0001645615,0.0004529477,0.0003692493,0.0008304652,0.0005751182,0.000484844,0.0101168],"category_scores_gemma":[0.0004541936,0.0002036665,0.000172127,0.0001911965,0.0006324207,0.0007057156,0.0003832752,0.0006942016,0.002059367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003757884,"about_ca_system_score_gemma":0.0002035663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003149726,"about_ca_topic_score_gemma":0.0002949675,"domain_scores_codex":[0.9999249,0.000006791322,0.000001518943,0.00001831827,0.00003172668,0.00001668147],"domain_scores_gemma":[0.9998325,0.00005212003,0.0000182191,0.00002836608,0.00004715718,0.00002157438],"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":[0.0004455248,0.0000683602,0.0009303619,0.000269788,0.00001119493,0.001515743,0.0002355409,0.0007078744,0.7520729,0.2217658,0.006687304,0.01528953],"study_design_scores_gemma":[0.00007274181,0.0001423862,0.003213818,0.000036237,0.00002020944,0.001817561,0.0001250715,0.01026916,0.9442137,0.01774296,0.02232028,0.00002582811],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5803816,0.001474133,0.08321353,0.001775343,0.0008691735,0.0001820951,0.0007142723,0.001174418,0.3302155],"genre_scores_gemma":[0.9249437,0.0003496948,0.0158856,0.000143124,0.00007099475,0.00002253752,0.0002317117,0.0002733066,0.05807919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0101168,"threshold_uncertainty_score":0.03384411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01172077570903987,"score_gpt":0.2772031802007996,"score_spread":0.2654824044917598,"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."}}