{"id":"W2312791853","doi":"10.1117/12.890416","title":"Front Matter: Volume 7953","year":2011,"lang":"en","type":"paratext","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Optical Coatings and Gratings","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"U.S. Naval Research Laboratory; National Research Council Canada; Danmarks Tekniske Universitet; Rensselaer Polytechnic Institute; University of Tokyo; Technische Universität Berlin; Cardiff University; Harvard University; Universität Kassel; University of Wisconsin-Madison; Princeton University; Lehigh University; Office of Naval Research; Intel Corporation","keywords":"Front (military); Volume (thermodynamics); Computer science; Geology; Physics; Oceanography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001187832,0.0008753675,0.001285541,0.0001719833,0.0001915639,0.0004110207,0.002629771,0.0008058946,0.003560362],"category_scores_gemma":[0.000595285,0.0007086018,0.001440195,0.0002846027,0.0005904111,0.000775645,0.000645389,0.0009187747,0.001485414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003460649,"about_ca_system_score_gemma":0.0001262737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007025002,"about_ca_topic_score_gemma":3.399796e-7,"domain_scores_codex":[0.9950023,3.364477e-8,0.001675267,0.001013318,0.00135941,0.000949714],"domain_scores_gemma":[0.9948802,0.0001868177,0.001453858,0.000157762,0.003008753,0.0003126291],"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":[0.0001164093,0.0001908592,0.00006343433,0.001438982,0.0002963105,1.595686e-7,0.0003479232,0.00002105156,0.5549892,0.06294702,0.3794346,0.0001540743],"study_design_scores_gemma":[0.00209995,0.001531955,0.0003385566,0.002794056,0.0008917011,0.0000563665,0.001805719,0.005607776,0.5307895,0.002121289,0.4495124,0.002450727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8803502,0.0003774823,0.00003256573,0.001538643,0.001679749,0.0009034325,0.00046657,0.00009976996,0.1145516],"genre_scores_gemma":[0.05672243,0.001000704,0.7020259,0.001643258,0.007388801,0.001755818,0.0002859829,0.001036847,0.2281403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8236278,"threshold_uncertainty_score":0.9995365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01283558748265844,"score_gpt":0.2300619601094329,"score_spread":0.2172263726267745,"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."}}