{"id":"W2045934477","doi":"10.1117/12.566975","title":"Laser drilling and routing in optical fibers and tapered micropipettes using excimer, femtosecond, and CO 2 lasers","year":2004,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National d'Optique","funders":"","keywords":"Materials science; Laser drilling; Femtosecond; Laser; Laser beam machining; Excimer laser; Optics; Excimer; Optoelectronics","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"],"consensus_categories":[],"category_scores_codex":[0.000415712,0.000331845,0.000418579,0.0001293934,0.00008443752,0.0002043943,0.0002912286,0.0002100088,0.000002588214],"category_scores_gemma":[0.0001830457,0.0003088771,0.0001227733,0.0001866749,0.0003311782,0.0006169714,0.0001414977,0.000296718,2.005674e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001504992,"about_ca_system_score_gemma":0.00001889788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002411647,"about_ca_topic_score_gemma":4.914648e-7,"domain_scores_codex":[0.9984066,2.166283e-8,0.000559787,0.0003612528,0.000278395,0.0003938914],"domain_scores_gemma":[0.9993415,0.00009244308,0.000137554,0.00004048293,0.0002638991,0.0001241226],"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":[0.00004123629,0.00003545593,0.001070069,0.0009374579,0.0001664763,4.788676e-7,0.0004680955,0.0007522635,0.9580258,0.03796152,0.0000746103,0.0004665569],"study_design_scores_gemma":[0.002303707,0.0001899136,0.001972116,0.001330776,0.0001443884,0.0000822205,0.001713451,0.1095205,0.8787714,0.003033507,0.0001962975,0.0007417556],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983457,0.000190015,0.00009102302,0.0004223736,0.00009374846,0.0003418628,0.00002252345,0.0001602011,0.0003325561],"genre_scores_gemma":[0.8611633,0.0001917046,0.1383699,0.0000483387,0.0001164819,0.00003204346,0.000003478067,0.00006731883,0.000007515932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1382788,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01042848973928392,"score_gpt":0.2251820393424892,"score_spread":0.2147535496032053,"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."}}