{"id":"W7018402064","doi":"","title":"Development of Gas Pressure Cells for Diffraction Experiments: hurdles, headaches and practical considerations","year":2011,"lang":"en","type":"other","venue":"NPARC","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diffraction; Headaches; Gas pressure; Compression (physics); High pressure","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":[0.03184071,0.0005789917,0.001386142,0.001296921,0.003190112,0.004614176,0.003393116,0.003418109,0.03127991],"category_scores_gemma":[0.04053489,0.0008171406,0.0004871245,0.001096426,0.002420129,0.006984713,0.002734978,0.00461898,0.01977329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001661661,"about_ca_system_score_gemma":0.007443661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002394083,"about_ca_topic_score_gemma":0.008323926,"domain_scores_codex":[0.9811236,0.00474135,0.0008485217,0.0006333971,0.01186318,0.0007899462],"domain_scores_gemma":[0.9303977,0.01441277,0.001666429,0.008921183,0.04170025,0.002901601],"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":[0.0004750377,0.0005258402,0.003854001,0.002218607,0.00005308647,0.0005943045,0.001120253,0.00119605,0.1187783,0.04767631,0.2427092,0.5807989],"study_design_scores_gemma":[0.0001045085,0.0006890878,0.003604985,0.0002873019,0.00001943125,0.0008329554,0.0009867592,0.002429922,0.09560634,0.0095143,0.8858368,0.00008763968],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.05995409,0.01912125,0.3044463,0.1517582,0.024011,0.004511861,0.001971999,0.00917003,0.4250552],"genre_scores_gemma":[0.1575268,0.01828867,0.5111213,0.01325397,0.003798807,0.002179372,0.002196498,0.003863007,0.2877716],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03184071,"threshold_uncertainty_score":0.1683918,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05115493823178259,"score_gpt":0.2754405850475274,"score_spread":0.2242856468157449,"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."}}