{"id":"W4213438797","doi":"10.1364/ao.454380","title":"Modified astigmatic beam technique for laser writing","year":2022,"lang":"en","type":"article","venue":"Applied Optics","topic":"Nonlinear Optical Materials Studies","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Horizon 2020 Framework Programme; Canada First Research Excellence Fund; Canada Foundation for Innovation","keywords":"Laser; Waveguide; Beam (structure); Gaussian beam; Lens (geology); Fabrication; Cylindrical lens; Gaussian; Cross section (physics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002384114,0.0006343316,0.0003217619,0.0006287013,0.000447443,0.0005657325,0.0008653677,0.0007024559,0.006264626],"category_scores_gemma":[0.0003571502,0.0003601738,0.000313786,0.0007697505,0.0004524445,0.0008326466,0.0006664193,0.001183996,0.004298255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003522723,"about_ca_system_score_gemma":0.0003578629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004951216,"about_ca_topic_score_gemma":0.0008698223,"domain_scores_codex":[0.9995114,0.00004452264,0.00003633763,0.0001117072,0.0002544115,0.00004165804],"domain_scores_gemma":[0.9996056,0.00005159079,0.00007123142,0.0001382324,0.0001120133,0.0000213468],"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":[0.00004943278,0.00002460875,0.0000904938,0.0001502597,0.000008168152,0.0001706566,0.0001237699,0.0004494978,0.96258,0.00656428,0.002719747,0.02706909],"study_design_scores_gemma":[0.00001814975,0.0001448574,0.0005120554,0.00001743174,0.000009395587,0.000986606,0.00002621809,0.006734174,0.9159861,0.001226673,0.074292,0.0000463818],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1545987,0.00823593,0.7574892,0.001270971,0.001743132,0.0005076475,0.001102967,0.005454143,0.06959729],"genre_scores_gemma":[0.3161343,0.003675564,0.6125821,0.0007046779,0.0002041303,0.0006561709,0.0008897979,0.0008055667,0.06434759],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006264626,"threshold_uncertainty_score":0.02095729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01358455420812283,"score_gpt":0.221863453806446,"score_spread":0.2082788995983232,"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."}}