{"id":"W1985195451","doi":"10.2494/photopolymer.15.497","title":"Microlens Arrays for Optoelectronic Devices.","year":2002,"lang":"en","type":"article","venue":"Journal of Photopolymer Science and Technology","topic":"Advanced optical system design","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Materials science; Microlens; Epoxy; Silicone; Mold; Elastomer; Composite material; Polydimethylsiloxane; Curing (chemistry); Refractive index; UV curing; Shrinkage; Lens (geology); Optoelectronics; Optics","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":[0.0002390482,0.00008410577,0.0001773085,0.0003744593,0.00008838967,0.00002451073,0.0003120169,0.00007597437,0.00001779923],"category_scores_gemma":[0.00008031895,0.00006921749,0.00002773143,0.0006664119,0.0003301836,0.0002402542,0.0000193556,0.0001639987,0.000004421132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007456889,"about_ca_system_score_gemma":0.00002882515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":3.554084e-7,"about_ca_topic_score_gemma":0.000001231533,"domain_scores_codex":[0.9991812,0.000002823199,0.0002306918,0.0001055124,0.0001556968,0.0003240463],"domain_scores_gemma":[0.9995521,0.00003478289,0.00006990274,0.0001139675,0.0001551781,0.00007404233],"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":[0.000003335502,0.00001880322,0.0002111044,0.00002417577,0.00001910846,0.000008209329,0.0000542552,0.00006210033,0.9607366,0.004624242,0.0003697074,0.03386836],"study_design_scores_gemma":[0.0005038129,0.0003766814,0.00001889871,0.00003692972,0.00002079587,0.0008444504,0.0001289159,0.0137155,0.967364,0.003224975,0.01359885,0.0001662121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8671346,0.02826933,0.09871705,0.002085522,0.0008238386,0.0003815427,0.000003303771,0.0002316686,0.002353084],"genre_scores_gemma":[0.9932008,0.0001923688,0.006465245,0.00004765763,0.00004517017,0.000006002583,2.181859e-8,0.000009291051,0.00003341048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1260662,"threshold_uncertainty_score":0.2822607,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007826994823765428,"score_gpt":0.2120017845176385,"score_spread":0.204174789693873,"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."}}