{"id":"W1641588028","doi":"10.1007/978-1-4020-6952-9","title":"Optical Waveguide Sensing and Imaging","year":2007,"lang":"en","type":"book","venue":"NATO science for peace and security series","topic":"Sensor Technology and Measurement Systems","field":"Computer Science","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Carleton University; Université du Québec en Outaouais","funders":"","keywords":"Waveguide; Optical imaging; Computer science; Optics; Physics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001903085,0.0002883344,0.0003589276,0.0004337345,0.0007525281,0.0004387148,0.0006423081,0.0002598218,8.325467e-7],"category_scores_gemma":[0.000262276,0.0002726082,0.0000589451,0.0002564252,0.001880193,0.0009695369,0.0002035466,0.0003729822,0.000003519912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001070384,"about_ca_system_score_gemma":0.0003657941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001418001,"about_ca_topic_score_gemma":0.00006867335,"domain_scores_codex":[0.9976048,0.00001537408,0.0003073229,0.0008977017,0.0005818101,0.0005929433],"domain_scores_gemma":[0.998751,0.0001202729,0.0001437799,0.0004815253,0.0003175401,0.0001858252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003238083,0.00002357055,0.0001365524,0.0003852722,0.00002905825,0.00009675657,0.004005744,3.452779e-7,0.008872729,0.9244348,0.009080814,0.05290197],"study_design_scores_gemma":[0.0009493054,0.0003645225,0.0001626677,0.0007057163,0.00007774887,0.002310179,0.00121109,0.0120565,0.05049068,0.2044199,0.7255496,0.001702089],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04171412,0.03980888,0.2398561,0.01605286,0.007746431,0.005194684,0.00008240389,0.003054376,0.6464902],"genre_scores_gemma":[0.6670817,0.002038433,0.1087424,0.003149144,0.00129877,0.000038622,0.00003330853,0.0001556144,0.217462],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7200149,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01749968940269086,"score_gpt":0.259777399976435,"score_spread":0.2422777105737441,"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."}}