{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005308173,0.001260701,0.0006800891,0.001142068,0.002945315,0.003169716,0.001093177,0.003359044,0.05508792],"category_scores_gemma":[0.002230821,0.00038082,0.0007641499,0.0005169259,0.0005796857,0.001013778,0.001842301,0.002248781,0.02272749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002605478,"about_ca_system_score_gemma":0.004480999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007430204,"about_ca_topic_score_gemma":0.02514063,"domain_scores_codex":[0.9963816,0.0002870251,0.00005551651,0.0003409479,0.00196985,0.0009650185],"domain_scores_gemma":[0.9953001,0.0001705937,0.000116302,0.0001756667,0.00296692,0.001270427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004693609,0.0001862582,0.001100429,0.000114598,0.00002815634,0.0003380277,0.0001002989,0.0004362852,0.01480336,0.001439122,0.9413425,0.03964167],"study_design_scores_gemma":[0.00003561832,0.0004331831,0.004129774,0.0000376269,0.00001301888,0.0001695915,0.000363308,0.001140837,0.008266098,0.0005695415,0.9848106,0.00003073497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.131644,0.01121045,0.0226677,0.1018862,0.1505187,0.003702028,0.01728229,0.003338129,0.5577505],"genre_scores_gemma":[0.142168,0.001876334,0.01426279,0.009057816,0.007068261,0.0006546294,0.01361703,0.00127168,0.8100233],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05508792,"threshold_uncertainty_score":0.1842875,"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."}}