{"id":"W4403010864","doi":"10.1117/12.3028811","title":"25 years of current developments in lens design and optical engineering: a review","year":2024,"lang":"en","type":"review","venue":"","topic":"Advanced optical system design","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Lens (geology); Current (fluid); Computer science; Optical engineering; Engineering; Optics; Electrical engineering; Physics","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":[0.001845122,0.001398577,0.002025335,0.004892722,0.0005504484,0.001387564,0.001197022,0.00139119,0.003920611],"category_scores_gemma":[0.002607487,0.0006727887,0.0007982258,0.006911581,0.0007049681,0.002947192,0.00100934,0.001743481,0.002851279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001106578,"about_ca_system_score_gemma":0.002424433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001624584,"about_ca_topic_score_gemma":0.003953839,"domain_scores_codex":[0.9992539,0.0001063238,0.0001465138,0.0001138553,0.0003150518,0.00006428169],"domain_scores_gemma":[0.9973677,0.0009229716,0.0003988405,0.00007353151,0.00104337,0.0001934836],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008466616,0.0001044869,0.0004237295,0.02900333,0.0001191501,0.0002747048,0.0001343411,0.0002533906,0.002099695,0.002013713,0.06246675,0.9030219],"study_design_scores_gemma":[0.00001073955,0.0001207582,0.0009550203,0.006186702,0.0001595861,0.0009693166,0.0001004296,0.00005033702,0.0006635277,0.0009616275,0.9897937,0.00002828486],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009034319,0.9987273,0.0001042177,0.0003046342,0.0002411032,0.00000549921,0.00001381652,0.000006468052,0.0005066963],"genre_scores_gemma":[0.0003386216,0.9985772,0.0001893617,0.0002760625,0.0002042474,0.000006475616,0.00002861648,0.000001381299,0.0003779499],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004892722,"threshold_uncertainty_score":0.01311576,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08586826321175468,"score_gpt":0.3282308516497184,"score_spread":0.2423625884379638,"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."}}