{"id":"W4386158391","doi":"10.1021/acsomega.3c01202","title":"Effect of Photoinitiators Doped in PDMS for Femtosecond-Laser Writing: Characterization and Outcomes","year":2023,"lang":"en","type":"article","venue":"ACS Omega","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Polytechnique Montréal; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Polydimethylsiloxane; Femtosecond; Photopolymer; Photoinitiator; Laser; Polymer; Refractive index; Composite material; Benzophenone; Polymer chemistry; Optoelectronics; Optics; Polymerization","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002038656,0.0004033669,0.0001799389,0.0001616367,0.0002074405,0.0002368619,0.0001277183,0.000265111,0.0009185139],"category_scores_gemma":[0.000323512,0.0001663545,0.0001917881,0.0001470938,0.0001987549,0.0002880163,0.0001313241,0.0002894568,0.0002582422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001981544,"about_ca_system_score_gemma":0.0001724219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005401529,"about_ca_topic_score_gemma":0.001426541,"domain_scores_codex":[0.9998357,0.0000132473,0.00001388329,0.00003389127,0.00006516536,0.00003806903],"domain_scores_gemma":[0.9997551,0.00008183921,0.00007559144,0.0000317871,0.00003476859,0.00002089494],"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":[0.00002544904,0.00001151229,0.00008534866,0.00002262787,0.000002135999,0.00002504913,0.00002029853,0.00006038117,0.9989896,0.00001408599,0.00001149914,0.0007319023],"study_design_scores_gemma":[7.724051e-7,0.00002244781,0.0003586673,6.343248e-7,0.000002157944,0.0000118704,0.000005111759,0.00009140552,0.9993618,0.000002316894,0.0001414581,0.000001452514],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958909,0.0007914283,0.001892123,0.00002980617,0.00001748042,0.00002669892,0.0001294933,0.00006856742,0.001153458],"genre_scores_gemma":[0.9923604,0.0007303879,0.004967956,0.00002585669,0.000008090934,0.00002399676,0.0001401784,0.00004083053,0.001702335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009185139,"threshold_uncertainty_score":0.003072739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009588521531691058,"score_gpt":0.2577446085018879,"score_spread":0.2481560869701968,"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."}}