{"id":"W4250326362","doi":"10.32920/ryerson.14663067","title":"Laser induced reverse transfer for microfabrication","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Laser; Materials science; Femtosecond; Picosecond; Ultrashort pulse; Optics; Wafer; Pulse duration; Fluence; Plasma; Ultrafast laser spectroscopy; Pulse (music); Optoelectronics; 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":[0.0000960028,0.0001966017,0.0002232288,0.0000608692,0.00002209551,0.0001349295,0.0001895105,0.0003426077,0.0001081038],"category_scores_gemma":[0.00001234527,0.0002041792,0.00008938884,0.00005434967,0.000008045376,0.00008215844,0.00006878706,0.0001941321,0.000007272482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008449451,"about_ca_system_score_gemma":0.00004672302,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003955788,"about_ca_topic_score_gemma":0.00001150114,"domain_scores_codex":[0.999292,0.00001177662,0.0002205005,0.0002531689,0.00006989224,0.0001526383],"domain_scores_gemma":[0.9995024,0.00001463572,0.00001349747,0.0003419095,0.00009207022,0.00003545185],"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":[0.000009506541,0.00003297785,0.000004886534,0.002326509,0.00009647556,0.000003180135,0.0003169827,0.0004558801,0.960967,0.00008779441,0.02271178,0.01298703],"study_design_scores_gemma":[0.0001193953,0.000007778417,0.00001432003,0.0001538923,0.00003856186,0.000001240882,0.00001643816,0.00448344,0.989558,0.0007746222,0.004536095,0.000296242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4973019,0.00008243325,0.4952914,0.0002164655,0.001191974,0.0007830815,0.00008161544,0.002785158,0.002266008],"genre_scores_gemma":[0.9450539,0.00006223793,0.05345241,0.0001329387,0.0001562975,0.0003577572,0.0003850486,0.00008868091,0.0003107174],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.447752,"threshold_uncertainty_score":0.8326185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584068264875583,"score_gpt":0.2486000198823424,"score_spread":0.2227593372335866,"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."}}