{"id":"W2010850664","doi":"10.1080/09500340903094585","title":"Optical setup with high power transmission for creating gratings at the focusing length","year":2009,"lang":"en","type":"article","venue":"Journal of Modern Optics","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Grating; Optics; Materials science; Fabrication; Nanosecond; Optical power; Machining; Laser; Optoelectronics; Wavelength; Diffraction grating; Transmission (telecommunications); Computer science; Telecommunications; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002929292,0.0001487953,0.0002152665,0.00004337536,0.0001445902,0.000118245,0.0001701102,0.0000811693,0.000007244254],"category_scores_gemma":[0.00003514039,0.00008742849,0.00006404762,0.00005315539,0.00002603542,0.0002267086,0.00001180374,0.0002031377,3.791698e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001061782,"about_ca_system_score_gemma":0.00002970195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":7.623524e-7,"about_ca_topic_score_gemma":7.743637e-7,"domain_scores_codex":[0.999113,0.0000117346,0.0003474999,0.00007946193,0.0002426113,0.0002056965],"domain_scores_gemma":[0.9994614,0.0000821397,0.0001287389,0.0001174385,0.0001390106,0.00007129767],"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":[0.0009345404,0.0001784641,0.00005085311,0.0003181892,0.0001991952,0.00008221529,0.005144404,0.1611038,0.7358695,0.002622555,0.002121894,0.09137438],"study_design_scores_gemma":[0.001946187,0.002109203,0.0003119086,0.001222454,0.0002939742,0.0006637576,0.0001163804,0.2390969,0.7181715,0.03391695,0.001525943,0.0006247977],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5263651,0.0001805596,0.4721066,0.0006448504,0.00007054399,0.00009917608,0.000002497806,0.00008913693,0.0004415514],"genre_scores_gemma":[0.7865449,0.00002626321,0.2131737,0.00006317005,0.0001257161,0.000001296852,9.913707e-7,0.00003048236,0.00003358713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2601797,"threshold_uncertainty_score":0.356523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008211817174714694,"score_gpt":0.2243245507037015,"score_spread":0.2161127335289868,"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."}}