{"id":"W2886899905","doi":"","title":"Femtosecond laser writing of nanogratings on the surface of fused silica","year":2012,"lang":"en","type":"article","venue":"","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Femtosecond; Materials science; Laser; Optics; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002741347,0.00008284259,0.0001240352,0.00001942896,0.00002198759,0.00001179277,0.0001272032,0.00004430286,0.0002230025],"category_scores_gemma":[0.00003462462,0.00005475504,0.00002787949,0.00008643153,0.0000355743,0.0001064281,0.00002673528,0.00005933098,0.000007856265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009021645,"about_ca_system_score_gemma":0.000004248308,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001852048,"about_ca_topic_score_gemma":0.000002278348,"domain_scores_codex":[0.9994827,0.00001730993,0.0002064775,0.00005048957,0.00009294647,0.0001500786],"domain_scores_gemma":[0.9996189,0.0001043459,0.00004673594,0.0001768051,0.00002963019,0.00002356655],"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":[0.000005274719,0.00002907266,0.001094511,0.0001935513,0.00001398471,8.57628e-8,0.0004153328,0.0002078974,0.9937006,0.001669483,0.002255136,0.0004150967],"study_design_scores_gemma":[0.00005215674,0.00002044193,0.0003582794,0.00005515915,0.000004123007,4.080505e-7,0.00008954177,0.000588059,0.998332,0.0001439025,0.000290584,0.00006535633],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818162,0.00003607607,0.0001850062,0.00004964687,0.00006179846,0.00008139251,0.000005866937,0.0002705948,0.01749341],"genre_scores_gemma":[0.9963394,0.000003310269,0.003485243,0.00004325427,0.00002811256,0.000003665079,0.000001223244,0.00002043244,0.00007532987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01741808,"threshold_uncertainty_score":0.2441721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01439913537299182,"score_gpt":0.2174354756721828,"score_spread":0.203036340299191,"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."}}