{"id":"W4404989388","doi":"10.1017/9781108779791.008","title":"Optical Channels and Components","year":2024,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science","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":[0.00002680294,0.0002942462,0.0002988224,0.0001105045,0.00004623475,0.00006965771,0.0001787802,0.000299138,0.000005705615],"category_scores_gemma":[0.000001454618,0.0003278828,0.00009811755,0.000004502439,0.0001478135,0.00005409892,0.0001907371,0.000423014,0.00004736979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007498565,"about_ca_system_score_gemma":0.000007842715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001324336,"about_ca_topic_score_gemma":3.672263e-7,"domain_scores_codex":[0.9992374,0.000003211062,0.000112728,0.0003019288,0.0001339878,0.0002107039],"domain_scores_gemma":[0.9995086,0.00004215479,0.00001756778,0.0002061446,0.00002840769,0.0001970968],"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":[0.00001028724,0.000001954498,2.697641e-7,0.0003320242,0.0001913412,0.0004124423,0.00001903142,0.00002058741,0.0004522252,0.9881349,0.01007777,0.0003472299],"study_design_scores_gemma":[0.000199842,0.00002015138,0.000004374384,0.0002932669,0.0002261801,0.00002087191,0.00001188838,0.003425888,0.0006243642,0.00004268872,0.9947085,0.0004219646],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003163554,0.001045258,0.00003873609,0.000007679473,0.0007040667,0.0001569342,0.0001433606,0.0003485134,0.9943919],"genre_scores_gemma":[0.01435728,0.0002843709,0.00005023151,0.00002075997,0.000164518,3.283631e-7,0.00003286499,0.00006785334,0.9850218],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9880921,"threshold_uncertainty_score":0.9999173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095810648587012,"score_gpt":0.1814303694003726,"score_spread":0.1604722629145025,"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."}}