{"id":"W2415178017","doi":"10.1117/12.2242897","title":"Front Matter: Volume 9884","year":2016,"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":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Commissariat à l'Énergie Atomique et aux Énergies Alternatives; Technion-Israel Institute of Technology; Ruhr-Universität Bochum; Leibniz-Gemeinschaft; Universidade de Lisboa; Danmarks Tekniske Universitet; University of East Anglia; Ben-Gurion University of the Negev; Università degli Studi di Padova; Universidad Complutense de Madrid; Universiteit Leiden; Queen's University; European Commission; Vrije Universiteit Brussel; Carl von Ossietzky Universität Oldenburg; King's College London; University College London","keywords":"Front (military); Volume (thermodynamics); Computer science; Geology; Physics; Thermodynamics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003078971,0.00123697,0.0005941605,0.002221535,0.001216433,0.003493637,0.0009544379,0.001795107,0.8663709],"category_scores_gemma":[0.0004654424,0.0003769995,0.0005112441,0.001017632,0.0007001457,0.001667657,0.001071048,0.0009391436,0.8026311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006705415,"about_ca_system_score_gemma":0.0006479019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009540807,"about_ca_topic_score_gemma":0.00235665,"domain_scores_codex":[0.9997813,0.000008976003,0.000007397005,0.00007933259,0.0000865264,0.00003645874],"domain_scores_gemma":[0.9996233,0.00005420616,0.00001915782,0.00003712136,0.0001240738,0.000142069],"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":[0.0001228922,0.0001393139,0.0003228438,0.0003013134,0.00001175251,0.0001312647,0.00004203849,0.0001580726,0.004934615,0.005722598,0.6485271,0.3395862],"study_design_scores_gemma":[0.00000900228,0.00002960132,0.0005077239,0.0000737815,0.000005638385,0.0001155159,0.00002934064,0.000153801,0.0008104863,0.0008263247,0.9974341,0.000004808081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001387379,0.0007148891,0.0006755684,0.001262586,0.002317627,0.00005609835,0.00082348,0.0004749092,0.9922874],"genre_scores_gemma":[0.001508497,0.0003767812,0.0002073477,0.0002083469,0.0003087984,0.00001167165,0.0004187322,0.00007638537,0.9968835],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8663709,"threshold_uncertainty_score":0.1906056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009987226551251492,"score_gpt":0.2320426435111584,"score_spread":0.2220554169599069,"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."}}