{"id":"W2025132636","doi":"10.1109/cleoe-eqec.2009.5192328","title":"Measuring the deterministic character of laser damage of dielectrics in ultrashort pulsed regime","year":2009,"lang":"en","type":"article","venue":"","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Fluence; Laser; Materials science; Femtosecond; Optics; Ablation; 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":[0.0002008545,0.0000953696,0.0001737698,0.00008402585,0.00001094955,0.00001401876,0.0001982478,0.0000541687,0.0000192366],"category_scores_gemma":[0.00005133932,0.00006860016,0.00002643041,0.000175014,0.00002366087,0.00009413077,0.00001087047,0.0000904945,0.000001549554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002219902,"about_ca_system_score_gemma":0.00001108709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001256457,"about_ca_topic_score_gemma":0.000008404215,"domain_scores_codex":[0.9993666,0.00001664009,0.0002734857,0.00008134562,0.000114894,0.0001469818],"domain_scores_gemma":[0.9996498,0.00003969029,0.00004043617,0.0002224678,0.00003021068,0.00001737097],"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":[0.00003011114,0.00006389055,0.001382148,0.00020596,0.00001328114,0.00001009036,0.0002808028,0.0004659242,0.9899562,0.0001917219,0.0002058971,0.007193953],"study_design_scores_gemma":[0.000100723,0.00004533229,0.02284723,0.00007010153,0.000008632465,0.000002159386,0.000005885613,0.003761895,0.9722913,0.0007053103,0.00006475984,0.00009670022],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912964,0.00001950674,0.00112238,0.00004686835,0.00004577337,0.0001250254,0.000002416138,0.0001890879,0.007152506],"genre_scores_gemma":[0.9993108,0.00001825943,0.0005400173,0.00003413844,0.00001953897,0.000004709688,0.000001890316,0.00001385778,0.00005681894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02146509,"threshold_uncertainty_score":0.2797433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01395261782198144,"score_gpt":0.2130617648107703,"score_spread":0.1991091469887889,"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."}}