{"id":"W4280561304","doi":"10.1038/s41467-022-30335-2","title":"Diamond mirrors for high-power continuous-wave lasers","year":2022,"lang":"en","type":"article","venue":"Nature Communications","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Materials Research; Natural Sciences and Engineering Research Council of Canada; Multidisciplinary University Research Initiative; Air Force Office of Scientific Research; Defense Advanced Research Projects Agency; Harvard University; Element Six; Pennsylvania State University; U.S. Department of Defense; Advanced Research Projects Agency; National Science Foundation","keywords":"Laser; Materials science; Optics; Continuous wave; Optoelectronics; Diamond; Power (physics); Etching (microfabrication); Beam (structure); Layer (electronics); Nanotechnology; Physics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001763379,0.0001103641,0.0001313156,0.00007929965,0.0003799603,0.00004162536,0.0008200129,0.0001144764,0.00008529186],"category_scores_gemma":[0.00005857694,0.0001221747,0.00004549489,0.000192359,0.00005371312,0.00009315314,0.0003394624,0.0005979243,0.000004602969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001080851,"about_ca_system_score_gemma":0.00002054836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000013716,"about_ca_topic_score_gemma":0.00004914182,"domain_scores_codex":[0.9994115,0.00004679173,0.0001617591,0.000110995,0.000106817,0.0001621699],"domain_scores_gemma":[0.9986336,0.0001424872,0.00004057114,0.001085544,0.00006255655,0.00003523094],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008080348,0.0004288617,0.0005178027,0.0001924494,0.0002809314,0.000006445059,0.00218621,0.000895532,0.09047934,0.1456215,0.7549332,0.00437692],"study_design_scores_gemma":[0.0004230964,0.00007647145,0.0006501842,0.00001789567,0.00004120784,0.000007248301,0.0002147557,0.0027162,0.02296783,0.009888546,0.9626065,0.0003900758],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8250726,0.03049581,0.01438951,0.03102027,0.009097566,0.006663495,0.005278376,0.02010018,0.0578822],"genre_scores_gemma":[0.9676821,0.00005230206,0.03086299,0.0002874747,0.00001602988,0.0006145341,0.0002703279,0.00004964635,0.0001646407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2076733,"threshold_uncertainty_score":0.4982139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030389928567132,"score_gpt":0.2689008909738969,"score_spread":0.2485969916882255,"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."}}