{"id":"W2103568123","doi":"10.1017/s0885715614000487","title":"An empirical assessment of two-dimensional (2D) Debye–Scherrer-type image-plate X-ray diffraction data collapsed into a 1D diffractogram","year":2014,"lang":"en","type":"article","venue":"Powder Diffraction","topic":"High-pressure geophysics and materials","field":"Earth and Planetary Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Sudbury","funders":"National Institute of Standards and Technology","keywords":"Materials science; Diffraction; Powder diffraction; Rietveld refinement; Intensity (physics); Crystallography; X-ray crystallography; Standard deviation; Analytical Chemistry (journal); Optics; Physics; Mathematics; Statistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01014762,0.001972101,0.0009844309,0.007626286,0.0005612829,0.00247323,0.001955862,0.001256206,0.003877438],"category_scores_gemma":[0.03049393,0.001027685,0.001041538,0.003599116,0.001667075,0.00366763,0.002838111,0.001307945,0.001645493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009461755,"about_ca_system_score_gemma":0.0008667541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007463767,"about_ca_topic_score_gemma":0.001147916,"domain_scores_codex":[0.9916494,0.001910589,0.0009110926,0.001253894,0.004018421,0.0002566091],"domain_scores_gemma":[0.9788111,0.01164076,0.002130063,0.003466361,0.003642251,0.000309413],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00136091,0.0006059102,0.1530226,0.004080386,0.001411897,0.001923736,0.002391416,0.1083281,0.1774093,0.06070993,0.01675062,0.4720052],"study_design_scores_gemma":[0.00007966792,0.0007609608,0.08139624,0.0004178323,0.0003770544,0.004255412,0.001032776,0.7271968,0.08368701,0.03164923,0.06864361,0.0005034404],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1767836,0.004621465,0.7878025,0.000954246,0.000328743,0.0006703422,0.004228382,0.006705516,0.01790516],"genre_scores_gemma":[0.6249685,0.00346692,0.360372,0.0002504873,0.0001516522,0.0009410583,0.004250435,0.001476766,0.004122172],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01014762,"threshold_uncertainty_score":0.05366635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02764955091348167,"score_gpt":0.3270289178972564,"score_spread":0.2993793669837748,"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."}}