{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002430961,0.0003886953,0.0002884832,0.0003457074,0.0002547391,0.0004364829,0.0005837295,0.0007191943,0.005860964],"category_scores_gemma":[0.0002141967,0.0002594366,0.0002372341,0.0002031428,0.0002130295,0.0006840583,0.0004485366,0.0007322008,0.002570427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004385407,"about_ca_system_score_gemma":0.0001166136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001424791,"about_ca_topic_score_gemma":0.0007270739,"domain_scores_codex":[0.9996789,0.00003391311,0.00001220959,0.00007160806,0.0001722401,0.00003125873],"domain_scores_gemma":[0.9998835,0.00004974355,0.00001800775,0.00001315443,0.00002186888,0.0000137015],"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":[0.00007636519,0.000053743,0.0001184534,0.0004378003,0.00002357463,0.000120504,0.00006991736,0.0004167492,0.8849442,0.008790749,0.003942842,0.1010051],"study_design_scores_gemma":[0.00002870413,0.0002727549,0.0006629629,0.00003676297,0.0000231763,0.000763402,0.00003625004,0.006446821,0.8319199,0.00320061,0.1565776,0.00003109831],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1396529,0.1047624,0.6580855,0.002471641,0.00297875,0.0006829936,0.001156586,0.004882304,0.08532684],"genre_scores_gemma":[0.4380316,0.02391416,0.4457575,0.001975721,0.0008135854,0.0005139494,0.001071999,0.0002679845,0.08765355],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005860964,"threshold_uncertainty_score":0.01960683,"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."}}