{"id":"W2020759194","doi":"10.1364/ol.37.001328","title":"Shape-invariant pulses in resonant linear absorbers","year":2012,"lang":"it","type":"article","venue":"Optics Letters","topic":"Photonic Crystal and Fiber Optics","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Citation; Optics; Physics; Invariant (physics); Computer science; Telecommunications; World Wide Web; Quantum mechanics","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":[0.0004627699,0.0004737501,0.0004652517,0.0002246173,0.00008067054,0.00007495651,0.0003467132,0.0002674487,0.0002674643],"category_scores_gemma":[0.00006375527,0.0005025141,0.0001657142,0.0004182096,0.0001171106,0.0003502644,0.0001599482,0.000790211,0.000437506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003338543,"about_ca_system_score_gemma":0.00003835643,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005244669,"about_ca_topic_score_gemma":0.00001537876,"domain_scores_codex":[0.997215,0.00004460401,0.0006358043,0.000338249,0.0003710537,0.001395233],"domain_scores_gemma":[0.9988563,0.0001427988,0.00008491344,0.0005285784,0.00002559038,0.0003618411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004143178,0.002375935,0.02607957,0.002522943,0.001388388,0.002285479,0.03853121,0.1372858,0.7320786,0.022679,0.01919997,0.0151588],"study_design_scores_gemma":[0.002757369,0.000162746,0.01341834,0.0008418238,0.0003147212,0.0001829444,0.001128948,0.8450509,0.005379359,0.00008492958,0.1278467,0.00283121],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822152,0.0022351,0.001439457,0.00345001,0.00289631,0.000482222,0.0001123214,0.0001980787,0.006971308],"genre_scores_gemma":[0.9879008,0.0008446953,0.008279379,0.001484168,0.0009173619,0.00002285128,0.00003726155,0.0001550913,0.0003584205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7266992,"threshold_uncertainty_score":0.9997426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01563172915210994,"score_gpt":0.2221145154415464,"score_spread":0.2064827862894365,"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."}}