{"id":"W2150793437","doi":"10.1109/cleo.2006.4627905","title":"Low-damage Type-II waveguide writing in fused silica with femtosecond and picosecond lasers","year":2006,"lang":"en","type":"article","venue":"","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Femtosecond; Picosecond; Materials science; Laser; Photosensitivity; Waveguide; Optics; Optoelectronics; 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":[0.0001176244,0.0001576343,0.0001700935,0.00009789843,0.00004927962,0.00008975092,0.00008945251,0.00007393815,0.0001900239],"category_scores_gemma":[0.000007654176,0.0001382826,0.00001004245,0.0001609119,0.000034003,0.000222082,0.00004366762,0.0001068131,0.000007240116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004162018,"about_ca_system_score_gemma":0.00001439652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001396091,"about_ca_topic_score_gemma":0.0005680369,"domain_scores_codex":[0.9992639,0.00001071,0.0002259946,0.0001800773,0.00007379048,0.0002455713],"domain_scores_gemma":[0.9997351,0.00002298645,0.00002188591,0.000154363,0.00002443793,0.00004118575],"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":[0.00007118524,0.0001473683,0.009231403,0.00119443,0.00003678089,0.0001512071,0.0004463618,0.003956844,0.9697016,0.001707585,0.009373654,0.003981578],"study_design_scores_gemma":[0.001071912,0.0001325566,0.01105615,0.0002151906,0.00001071173,0.00001877452,0.00009507731,0.01491421,0.9694177,0.00108451,0.001422511,0.0005606852],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9592341,0.00004243341,0.0001751152,0.00004201627,0.0000357491,0.0001191425,0.000003836047,0.0006893627,0.0396582],"genre_scores_gemma":[0.9945886,0.000005201908,0.004880255,0.00006921965,0.00004767769,0.00001007127,0.00001069831,0.00004462223,0.0003436999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0393145,"threshold_uncertainty_score":0.5639002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003384071389858752,"score_gpt":0.1789758964035157,"score_spread":0.175591825013657,"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."}}