{"id":"W2147061032","doi":"10.1364/cleo_at.2012.jth2a.48","title":"Fabrication of microlens arrays in polycarbonate with nanojoule energy femtosecond laser pulses","year":2012,"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 Ottawa","funders":"","keywords":"Microlens; Femtosecond; Materials science; Optics; Laser; Polycarbonate; Fabrication; Scanning electron microscope; Optoelectronics; Focal length; Lens (geology); Physics; Composite material","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":[0.00006891815,0.00009727197,0.0001229149,0.00009124121,0.000009011367,0.00001212585,0.00008481787,0.0000524977,0.00007587132],"category_scores_gemma":[0.000005160245,0.00007951521,0.00001222067,0.0001292534,0.00002237056,0.0002326255,0.00001549478,0.0000379972,0.000003550967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002972432,"about_ca_system_score_gemma":0.000008063097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001713155,"about_ca_topic_score_gemma":0.00005392786,"domain_scores_codex":[0.9995103,0.00001028427,0.000153009,0.00007373721,0.00006456453,0.0001880354],"domain_scores_gemma":[0.999763,0.00001149966,0.00002844794,0.0001390483,0.0000236738,0.00003436144],"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":[0.00002640488,0.00007575288,0.007941443,0.0001402367,0.00002212962,0.000001043788,0.0002888127,0.0004869292,0.9864446,0.000946508,0.001001825,0.002624312],"study_design_scores_gemma":[0.0001222042,0.00001665089,0.002085928,0.00003355484,0.000004542355,0.000002966939,0.00001801766,0.0004707182,0.9956011,0.0002656886,0.001262573,0.0001160961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766725,0.0002198512,0.00837026,0.00002745086,0.0001197572,0.00005613872,0.000005657463,0.0003668655,0.01416151],"genre_scores_gemma":[0.9938719,0.00002143871,0.005811922,0.00003818399,0.00003932933,0.00001657474,0.000007523741,0.00002709652,0.0001660743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01719935,"threshold_uncertainty_score":0.3242536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005714065279145456,"score_gpt":0.1870675646434419,"score_spread":0.1813534993642964,"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."}}