{"id":"W2122240974","doi":"10.1364/josab.31.000340","title":"Laser cooling in Yb^3+:YAG","year":2014,"lang":"en","type":"article","venue":"Journal of the Optical Society of America B","topic":"Optical properties and cooling technologies in crystalline materials","field":"Physics and Astronomy","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Impurity; Power density; Materials science; Laser; Laser cooling; Atomic physics; Water cooling; Power (physics); Fluorescence; Optics; Analytical Chemistry (journal); Chemistry; Thermodynamics; 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":[0.0002723706,0.0003969095,0.0006202275,0.0003567172,0.0005657916,0.0006002546,0.001097878,0.0009639417,0.003151017],"category_scores_gemma":[0.0003366215,0.0002807886,0.0005310866,0.0002942628,0.001092917,0.0008709581,0.0003953002,0.0002806181,0.0004910766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00133471,"about_ca_system_score_gemma":0.001110084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003487436,"about_ca_topic_score_gemma":0.002062526,"domain_scores_codex":[0.999889,0.00001794115,0.000002671203,0.00002195802,0.00003852544,0.00002992694],"domain_scores_gemma":[0.9999453,0.00002209403,0.000008386813,0.000007894748,0.00001104993,0.000005331481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000638749,0.00006010647,0.0007268774,0.0001588304,0.00002318725,0.0003313854,0.0001657342,0.6764781,0.05612819,0.2608924,0.001110814,0.003860415],"study_design_scores_gemma":[0.00003340093,0.00002606375,0.0003576531,0.00001558448,0.000006229563,0.00007413246,0.00001919371,0.9764289,0.004101495,0.017417,0.001507365,0.00001309917],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4340698,0.001122919,0.5052788,0.001443665,0.0002015523,0.0003464197,0.0007725302,0.000483119,0.05628122],"genre_scores_gemma":[0.9552071,0.0007033948,0.02518436,0.000222184,0.0000433169,0.0003650486,0.0001690914,0.0001436506,0.01796195],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003487436,"threshold_uncertainty_score":0.01054126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009212251494413199,"score_gpt":0.2315909975564216,"score_spread":0.2223787460620084,"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."}}