{"id":"W2324693009","doi":"10.1364/domo.2000.dmd5","title":"Modeling and testing phase mask stitching error for writing fiber gratings","year":2000,"lang":"en","type":"article","venue":"Diffractive Optics and Micro-Optics","topic":"Advanced Fiber Optic Sensors","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Image stitching; Computer science; Phase (matter); Optics; Materials science; Artificial intelligence; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001607265,0.0003761484,0.0003559738,0.0000907931,0.0003234351,0.0001695239,0.00009321782,0.0001522607,0.00001430986],"category_scores_gemma":[0.0001889108,0.0004116875,0.00005817725,0.0001274041,0.00007349558,0.0003425692,0.00004469961,0.0003874439,0.000006446897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005682894,"about_ca_system_score_gemma":0.00001640298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009513076,"about_ca_topic_score_gemma":0.000002040423,"domain_scores_codex":[0.99846,0.00001246688,0.0004355462,0.0004104741,0.0001247965,0.0005567413],"domain_scores_gemma":[0.9989251,0.0005061726,0.00006727048,0.0002013104,0.0001284855,0.0001715951],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000114998,0.0001635792,0.0001489921,0.0003991797,0.0002292255,0.00004147649,0.003861551,0.5898259,0.2079706,0.00096303,0.00002056702,0.1962609],"study_design_scores_gemma":[0.001457257,0.0001037231,0.00003841995,0.0001514442,0.0001024005,0.0000667553,0.001235382,0.9919706,0.003400401,0.0007476663,0.0002100885,0.0005158933],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9528799,0.000456818,0.04416297,0.00004198326,0.00008284837,0.0004067344,0.0000787943,0.0001896377,0.001700294],"genre_scores_gemma":[0.6465807,0.000257831,0.3525002,0.00005694019,0.0001789307,0.00002646851,0.00002355553,0.0001230875,0.0002523167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4021446,"threshold_uncertainty_score":0.9998335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02203746155289029,"score_gpt":0.2696328393083002,"score_spread":0.2475953777554099,"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."}}