{"id":"W2031124531","doi":"10.5539/eer.v2n1p35","title":"Characteristics of Pyrolytic Graphite as a Neutron Monochromator","year":2012,"lang":"en","type":"article","venue":"Energy and Environment Research","topic":"Graphite, nuclear technology, radiation studies","field":"Materials Science","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Monochromator; Neutron; Materials science; Pyrolytic carbon; Optics; Crystal (programming language); Wavelength; Neutron flux; Neutron diffraction; Monochromatic color; Full width at half maximum; Graphite; Neutron temperature; Optoelectronics; Diffraction; Physics; Nuclear physics; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005982169,0.00009713318,0.0001664145,0.0002167956,0.0001808165,0.00001361196,0.0001515912,0.00008803396,0.0003836928],"category_scores_gemma":[0.00004266897,0.00008635855,0.0000293396,0.0001301246,0.0006472867,0.0001001804,0.0002284935,0.0001030329,0.0001327353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003093755,"about_ca_system_score_gemma":0.000006908039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004981161,"about_ca_topic_score_gemma":0.00000140584,"domain_scores_codex":[0.998748,0.0001079705,0.0001839277,0.0001934678,0.0003471576,0.0004194976],"domain_scores_gemma":[0.9994722,0.00009501188,0.0000607273,0.0002543943,0.000009804694,0.0001078424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003416845,0.0001562176,0.03685956,0.00001987854,0.00001868812,0.000002543501,0.0003504207,0.000002852405,0.9376922,0.02143203,0.0003940129,0.003037386],"study_design_scores_gemma":[0.0003877582,0.0002965846,0.7784536,0.00001845066,0.00001889271,0.00001464053,0.0004320434,0.00004950262,0.1456979,0.002324593,0.07207346,0.0002325586],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978847,0.001123968,0.00001071861,0.0002811727,0.00006449012,0.00005650798,0.000009388549,0.00003055919,0.0005384768],"genre_scores_gemma":[0.996747,0.002606216,0.0001340332,0.00003523961,0.00005517845,0.00002983697,0.000003515009,0.0000137013,0.0003753497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7919943,"threshold_uncertainty_score":0.4201167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587007493329962,"score_gpt":0.2756527153432858,"score_spread":0.2497826404099862,"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."}}