{"id":"W4233853641","doi":"10.32920/ryerson.14644671","title":"Fundamentals of mega hertz femtosecond laser ablation and its application in interconnection via drilling","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Laser drilling; Interconnection; Laser; Materials science; Femtosecond; Laser ablation; Drilling; Wavelength; Optoelectronics; Ablation; Pulse duration; Computer science; Optics; Engineering; Telecommunications; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002513475,0.0002800961,0.0002113831,0.0006547515,0.0003152598,0.0005893531,0.0004631801,0.0006749916,0.002500206],"category_scores_gemma":[0.0002936555,0.0003458895,0.0002576186,0.0006256361,0.0005324117,0.0006551495,0.0003606507,0.0006347861,0.0009361557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005915242,"about_ca_system_score_gemma":0.0003443556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000721504,"about_ca_topic_score_gemma":0.0006556713,"domain_scores_codex":[0.9997594,0.00001408663,0.00001131822,0.0000468173,0.0001462977,0.00002207091],"domain_scores_gemma":[0.9998312,0.00004812867,0.00002946955,0.0000254593,0.00005703971,0.000008597494],"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":[0.00009951994,0.00007158001,0.002123417,0.001054979,0.00001843933,0.0007173202,0.0008076945,0.008868657,0.7119843,0.06476556,0.003637956,0.2058506],"study_design_scores_gemma":[0.00002179726,0.0009430696,0.01096199,0.0003542435,0.00003607155,0.006383943,0.0005007749,0.07252584,0.4967446,0.03159944,0.3797612,0.0001669695],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1189118,0.09586564,0.6098567,0.002305598,0.001051428,0.0002788464,0.0003835755,0.001273213,0.1700732],"genre_scores_gemma":[0.6998702,0.04859465,0.2106939,0.0002990944,0.0003040062,0.0003185581,0.0002303409,0.0001312472,0.03955804],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002500206,"threshold_uncertainty_score":0.008364022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01206866619079164,"score_gpt":0.237488345728318,"score_spread":0.2254196795375263,"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."}}