{"id":"W2769383800","doi":"10.1109/pn.2017.8090583","title":"Wide-field second harmonic generation microscopy using a high power Yb laser","year":2017,"lang":"en","type":"article","venue":"","topic":"Advanced X-ray Imaging Techniques","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Second-harmonic generation; Microscopy; Materials science; Second-harmonic imaging microscopy; Laser; Optics; Frame rate; Contrast (vision); High harmonic generation; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005999279,0.0001294536,0.0001240689,0.00002820962,0.0003289636,0.0002169496,0.0002132927,0.00003183914,0.002170613],"category_scores_gemma":[0.000009838309,0.000122866,0.0000530271,0.00001796114,0.00003763664,0.000464328,0.00009908399,0.0001225725,0.00003762862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002136286,"about_ca_system_score_gemma":0.00003342828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003773997,"about_ca_topic_score_gemma":0.00001623886,"domain_scores_codex":[0.9993648,0.00001143296,0.0001363786,0.0002227354,0.00006768224,0.0001969662],"domain_scores_gemma":[0.9992156,0.00002057481,0.0001250216,0.0005430152,0.00005187481,0.00004392593],"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":[0.00001350481,0.00008841512,0.04892131,0.000006270883,0.00006159675,0.00000374832,0.00009673885,0.00001910065,0.9097734,0.008326541,0.02789463,0.004794766],"study_design_scores_gemma":[0.0002131383,0.0000228227,0.0006300804,0.00001181472,0.00001030297,4.388446e-7,0.00001627607,0.0005797084,0.9857365,0.006870523,0.005736136,0.0001722048],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7086006,0.000008337562,0.2841176,0.0003174582,0.0001761734,0.0001113511,0.000009256557,0.00006676802,0.006592436],"genre_scores_gemma":[0.9089778,5.37039e-7,0.08847006,0.0003465743,0.000186115,0.00001007542,0.000009715325,0.00002030698,0.001978829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2003772,"threshold_uncertainty_score":0.9987416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02219492629824595,"score_gpt":0.3188390044304406,"score_spread":0.2966440781321947,"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."}}