{"id":"W3012976465","doi":"10.1364/oe.389215","title":"Multiphoton laser-induced confined chemical changes in polymer films","year":2020,"lang":"en","type":"article","venue":"Optics Express","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada; Joint Attosecond Science Laboratory; University of Ottawa","funders":"National Research Council Canada; Natural Sciences and Engineering Research Council of Canada; Ontario Centres of Excellence; University of Ottawa","keywords":"Materials science; Polyimide; Laser; Photoluminescence; Irradiation; Absorption (acoustics); Optics; Optoelectronics; Spectroscopy; Microscopy; Polymer; Luminescence; Photochemistry; Analytical Chemistry (journal); Layer (electronics); Nanotechnology; Chemistry; Composite material","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000359609,0.0001508959,0.000182812,0.00003536038,0.00001235607,0.00005027722,0.0002057091,0.0001240717,0.00008906088],"category_scores_gemma":[0.00003337997,0.000157473,0.0000195197,0.0001032578,0.00001961316,0.0000694007,0.00006800288,0.0001446182,0.0000237713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001737614,"about_ca_system_score_gemma":0.000007725757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000019357,"about_ca_topic_score_gemma":0.000003586256,"domain_scores_codex":[0.999348,0.000009704087,0.0001492803,0.0001704155,0.0001025106,0.0002200939],"domain_scores_gemma":[0.9996952,0.00002156586,0.0000204387,0.0001539133,0.0000174735,0.00009134238],"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":[0.00001639523,0.00001186501,0.00001214494,0.0001106768,0.000005381198,0.00001362938,0.0003648928,0.00005695854,0.9982128,0.00002863764,0.000721615,0.0004450219],"study_design_scores_gemma":[0.0002784326,0.00001827037,0.000004925745,0.00004907486,0.000004356647,9.833204e-7,0.00002476329,0.04586938,0.9530906,0.00001940292,0.000457609,0.0001822128],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963433,0.00005129882,0.0002504109,0.0003197647,0.0001453218,0.0001491193,0.00002696093,0.0008597437,0.001854073],"genre_scores_gemma":[0.9944046,0.00001403286,0.005145974,0.0001983373,0.00009466548,0.00004623843,0.00001931686,0.0000489899,0.0000279006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04581242,"threshold_uncertainty_score":0.6421564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02072522993339404,"score_gpt":0.2290996174470404,"score_spread":0.2083743875136464,"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."}}