{"id":"W2032961295","doi":"10.1117/12.543342","title":"High-power UV LED array for curing photoadhesives","year":2003,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Photopolymerization techniques and applications","field":"Chemistry","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Exfo Electro-Optical Engineering (Canada)","funders":"","keywords":"Materials science; Curing (chemistry); Optoelectronics; Adhesive; Watt; Light-emitting diode; UV curing; Computer science; Power (physics); Composite material","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":[0.000159822,0.00025367,0.0002218287,0.0002768153,0.0001479664,0.0002800507,0.0003802891,0.0002900737,0.003103691],"category_scores_gemma":[0.0001788432,0.0001902464,0.0001603849,0.0001827968,0.0001340385,0.0002332312,0.0002427329,0.0004122537,0.0009205737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001663748,"about_ca_system_score_gemma":0.000100387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001267077,"about_ca_topic_score_gemma":0.0003301414,"domain_scores_codex":[0.9998511,0.0000135515,0.000005605946,0.00003862179,0.00007129391,0.00001980769],"domain_scores_gemma":[0.9998939,0.00003010948,0.00001715686,0.00001272729,0.00003067933,0.0000154541],"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":[0.00001021976,0.00001103301,0.0000591909,0.00002887365,0.000001453337,0.00002189692,0.00001363473,0.00002383143,0.994528,0.00008326377,0.0001357041,0.005082904],"study_design_scores_gemma":[0.000003618719,0.00006724394,0.0008001844,0.000004338306,0.000005369825,0.0001378148,0.000006084211,0.000506149,0.9954745,0.00002224945,0.002968465,0.000003954905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8345116,0.003370272,0.1412366,0.0004024805,0.0003006061,0.0001205162,0.0005092092,0.00191548,0.01763332],"genre_scores_gemma":[0.8642721,0.001833343,0.1144422,0.0002470855,0.0001014249,0.0001268872,0.0002336815,0.0001725405,0.01857078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003103691,"threshold_uncertainty_score":0.01038295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008436739952403838,"score_gpt":0.2294832937967097,"score_spread":0.2210465538443059,"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."}}