{"id":"W4396907114","doi":"10.1063/5.0205584","title":"Development and calibration of a multi-delay coherence imaging diagnostic on the MAST-U tokamak","year":2024,"lang":"en","type":"article","venue":"Review of Scientific Instruments","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"General Fusion (Canada)","funders":"Engineering and Physical Sciences Research Council; Euratom Research and Training Programme; European Commission; EUROfusion","keywords":"Divertor; Calibration; Interferometry; Wavelength; Coherence (philosophical gambling strategy); Tokamak; Laser; Optics; Spherical tokamak; Physics; Computer science; Plasma; Nuclear physics","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":[0.001559725,0.0004359374,0.0004129315,0.0005440698,0.0003626074,0.0004665113,0.0008876908,0.0005432335,0.0004876883],"category_scores_gemma":[0.001483993,0.0003998985,0.0002452338,0.0006103759,0.0004136508,0.0007809057,0.0007015507,0.0006945404,0.0003289588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000747791,"about_ca_system_score_gemma":0.000678548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009854988,"about_ca_topic_score_gemma":0.001566106,"domain_scores_codex":[0.9992555,0.0001128204,0.00003449048,0.0001387392,0.0004062979,0.00005211222],"domain_scores_gemma":[0.9991943,0.0001456516,0.0001614335,0.0001400952,0.0003076247,0.00005092203],"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":[0.000299095,0.00007769799,0.01317684,0.0002245872,0.000024132,0.0002814863,0.0003982547,0.004793275,0.8874744,0.003035338,0.001239178,0.08897567],"study_design_scores_gemma":[0.00006286703,0.0009940304,0.03038725,0.00005529218,0.00004856329,0.001124756,0.0001947391,0.0643874,0.8761784,0.000831202,0.02562365,0.0001117849],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7336439,0.002461447,0.2534113,0.000703876,0.0001834927,0.0003363113,0.0005854512,0.002023916,0.006650358],"genre_scores_gemma":[0.6891481,0.0008654118,0.3070906,0.0001242444,0.00006849193,0.0001603818,0.000360823,0.0001539375,0.002027974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001559725,"threshold_uncertainty_score":0.008248687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02628028079073494,"score_gpt":0.2895022168762161,"score_spread":0.2632219360854812,"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."}}