{"id":"W2059305385","doi":"10.1364/fio.2006.ftux2","title":"Spontaneous Emission in Multiple Coupled Resonators","year":2006,"lang":"en","type":"article","venue":"Frontiers in Optics","topic":"Photonic and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Resonator; Spontaneous emission; Amplified spontaneous emission; Stimulated emission; Physics; Tensor (intrinsic definition); Atom optics; Optics; Laser; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.00009501167,0.0001199518,0.0001849129,0.0001250734,0.00001927446,0.00001569279,0.0001239715,0.0001239662,0.00001058823],"category_scores_gemma":[0.00003973233,0.000122955,0.00002806403,0.0002068126,0.00003047189,0.00005842475,0.00001853445,0.000206033,0.000007732871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000176643,"about_ca_system_score_gemma":0.00001302206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007454706,"about_ca_topic_score_gemma":0.000169611,"domain_scores_codex":[0.9992187,0.00001002261,0.0002356561,0.0001302612,0.0001210131,0.000284346],"domain_scores_gemma":[0.9997452,0.00004682552,0.00001342561,0.0001352169,0.000009371526,0.00004993682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002758719,0.0004386951,0.2572933,0.0004296343,0.00005192253,0.006720002,0.0008814328,0.6955008,0.003635555,0.005055274,0.02227043,0.007447121],"study_design_scores_gemma":[0.0005284005,0.00001124121,0.006892225,0.00004808883,0.000003778354,0.00001713573,0.0001252742,0.9846793,0.0005468507,0.001386955,0.00558248,0.0001782165],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803703,0.001523118,0.004051825,0.00002131088,0.0007831986,0.0001386739,0.000004823625,0.0001199259,0.01298681],"genre_scores_gemma":[0.97715,0.0001664944,0.02230281,0.0000170451,0.00004125249,0.000008260999,0.00001122024,0.00002475134,0.0002781993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2891786,"threshold_uncertainty_score":0.5013961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005078514242568895,"score_gpt":0.1883633297625939,"score_spread":0.183284815520025,"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."}}