{"id":"W4415966738","doi":"10.1364/ao.577764","title":"2025 OIC Manufacturing “Road Runner” Challenge [Invited]","year":2025,"lang":"en","type":"article","venue":"Applied Optics","topic":"Optical Coatings and Gratings","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Transmittance; Filter (signal processing); Optical coating; Optical filter; Coating; Ranging; Interference (communication)","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":[0.000283176,0.0002012706,0.0002457189,0.00007641368,0.0002239803,0.0001598293,0.0003545268,0.0001340015,0.0002237814],"category_scores_gemma":[0.00008277955,0.0001808417,0.00005353131,0.0001451008,0.00009829328,0.00007260408,0.0002513771,0.000209954,0.0006799964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004097792,"about_ca_system_score_gemma":0.00002984086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002654471,"about_ca_topic_score_gemma":0.00001173044,"domain_scores_codex":[0.9985994,0.00001413341,0.0003223426,0.0004106796,0.0002254689,0.000427984],"domain_scores_gemma":[0.9992084,0.0001176318,0.0001568632,0.0003867837,0.0000404171,0.00008990699],"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":[0.00004765488,0.0001965777,0.00005684859,0.0002575286,0.00002657069,0.00001415089,0.0004132045,0.0002424362,0.6552544,0.3051268,0.003542739,0.03482103],"study_design_scores_gemma":[0.0009812736,0.00009975173,0.00109172,0.0001186741,0.00008544241,0.000002178409,0.000495851,0.001432286,0.9392921,0.03038638,0.02535662,0.00065768],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8196752,0.0001037992,0.00084805,0.001877298,0.0003997795,0.0002558352,0.000005558201,0.0002045203,0.17663],"genre_scores_gemma":[0.9801438,0.00004534914,0.01629777,0.001430948,0.0001422201,0.0000450599,0.000007796047,0.00002000316,0.001867051],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2840377,"threshold_uncertainty_score":0.8740205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0124474507313265,"score_gpt":0.2482627154672944,"score_spread":0.2358152647359679,"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."}}