{"id":"W1980102236","doi":"10.1007/s10043-012-0067-x","title":"38.5% optical-to-optical efficiency neodymium-doped yttrium vanadate/magnesium-oxide-doped periodically poled lithium niobate integrated green module with watt-level output power for laser display applications","year":2012,"lang":"en","type":"article","venue":"Optical Review","topic":"Photorefractive and Nonlinear Optics","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Materials science; Lithium niobate; Yttrium; Doping; Neodymium; Laser; Vanadate; Optoelectronics; Optics; Magnesium; Continuous wave; Oxide; Metallurgy","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008241146,0.0007176885,0.001153088,0.0001046031,0.0003343233,0.0001569179,0.0006789754,0.0001711051,0.0004262686],"category_scores_gemma":[0.0002637494,0.0005101256,0.0003911897,0.0007542688,0.0003159572,0.000384069,0.000253116,0.0006605631,0.0008772494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001165593,"about_ca_system_score_gemma":0.0004154194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009244386,"about_ca_topic_score_gemma":0.0000131816,"domain_scores_codex":[0.995979,0.0001018465,0.0009794106,0.0008676161,0.0006616976,0.001410402],"domain_scores_gemma":[0.9963326,0.0004975906,0.0002107759,0.0009954815,0.0006731563,0.001290383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.006170898,0.04188921,0.01439076,0.01317452,0.00432217,0.0001676943,0.001498024,0.000237925,0.1212339,0.4889623,0.03417104,0.2737816],"study_design_scores_gemma":[0.006423213,0.002474963,0.008134933,0.00286837,0.003455296,0.00007618498,0.0004387208,0.003180214,0.07746045,0.0006166621,0.8897971,0.005073878],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2893223,0.003896925,0.6413054,0.01040701,0.0005268886,0.01245833,0.00234629,0.0003356135,0.03940118],"genre_scores_gemma":[0.9229997,0.000205122,0.06651609,0.00208642,0.0006984622,0.001918185,0.0007686575,0.0001914717,0.00461591],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8556261,"threshold_uncertainty_score":0.9999007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02228169518963577,"score_gpt":0.2886654693054153,"score_spread":0.2663837741157795,"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."}}