{"id":"W2331244400","doi":"10.1117/12.2025001","title":"Front Matter: Volume 8627","year":2013,"lang":"en","type":"paratext","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Advanced Semiconductor Detectors and Materials","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Pusan National University; National Research Council Canada; University of Dayton; University of Twente; Swansea University; University of Ottawa","keywords":"Volume (thermodynamics); Computer science; Front (military); Physics; Meteorology","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":["insufficient_payload"],"category_scores_codex":[0.0002886403,0.001355165,0.0006354864,0.002194594,0.001334137,0.003807045,0.001026139,0.001680535,0.8656552],"category_scores_gemma":[0.00042675,0.0003939497,0.0005974985,0.001048561,0.0007090796,0.001357482,0.0009641566,0.0009253228,0.8056142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007314908,"about_ca_system_score_gemma":0.0008006041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001261005,"about_ca_topic_score_gemma":0.00288824,"domain_scores_codex":[0.9997644,0.000009229325,0.00000745697,0.00008242979,0.00009448361,0.00004199719],"domain_scores_gemma":[0.999588,0.00004870143,0.0000179114,0.00003387899,0.0001515366,0.0001600296],"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":[0.0001104575,0.0001453282,0.0003110683,0.0002626424,0.00001432415,0.0001396148,0.00003550914,0.0001301082,0.005000617,0.005028625,0.7398145,0.2490072],"study_design_scores_gemma":[0.000009854064,0.00003015318,0.000554978,0.00007117718,0.000008475864,0.0001622746,0.00003578262,0.0001609071,0.001118633,0.0007037384,0.9971379,0.000006073478],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001604895,0.0009200555,0.0007322426,0.001726334,0.003331444,0.00006748525,0.0009427754,0.0005467705,0.990128],"genre_scores_gemma":[0.00151288,0.0005007974,0.0002058862,0.0002760606,0.0003849935,0.00001261999,0.0005109288,0.0000810704,0.9965148],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1343448,"threshold_uncertainty_score":0.1916265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009524895500951949,"score_gpt":0.2189165502597311,"score_spread":0.2093916547587791,"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."}}