{"id":"W2011864774","doi":"10.1088/1742-6596/425/19/192014","title":"Fast X-ray imaging at beamline I13L at Diamond Light Source","year":2013,"lang":"en","type":"article","venue":"Journal of Physics Conference Series","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Manchester; Ryerson University","keywords":"Beamline; Optics; Diamond; Physics; Line (geometry); Field of view; Beam (structure); Image resolution; Data acquisition; Computer science; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001147033,0.0003159911,0.000462984,0.00006955399,0.0002394401,0.000173958,0.0004292585,0.00002939715,0.000744243],"category_scores_gemma":[0.00001354466,0.0002704036,0.0002141446,0.000139956,0.0002000047,0.001635268,0.0003051586,0.0003688168,0.0001076754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001022336,"about_ca_system_score_gemma":0.00009081762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003918059,"about_ca_topic_score_gemma":0.000002506303,"domain_scores_codex":[0.9984565,0.00004891474,0.0005307106,0.0002278736,0.0003381139,0.0003978382],"domain_scores_gemma":[0.9980302,0.00006228285,0.000742572,0.0003447481,0.000644564,0.0001756119],"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":[0.0001593503,0.0003982412,0.1170307,0.00006289021,0.0003165942,0.00002027309,0.0039717,0.0006586194,0.4791996,0.02179949,0.01838545,0.3579971],"study_design_scores_gemma":[0.0007330637,0.0001898822,0.002931925,0.0002315392,0.00009054014,0.00003022255,0.001331597,0.0004387957,0.8625566,0.0942381,0.03654959,0.0006780719],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4283076,0.0001858434,0.5606473,0.003373111,0.0004028013,0.0003416055,0.00003538436,0.0001337599,0.006572523],"genre_scores_gemma":[0.9830014,0.00001738152,0.01250923,0.0000922778,0.000828698,0.00001588693,0.00001350798,0.00004780217,0.003473861],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5546937,"threshold_uncertainty_score":0.9999748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007987275818251906,"score_gpt":0.2322416464754077,"score_spread":0.2242543706571558,"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."}}