{"id":"W2167355148","doi":"10.1364/cleo.2009.jtud24","title":"Directly Photoinscribed Thick Bragg Gratings in Ohara WMS-15 Glass-Ceramic","year":2009,"lang":"en","type":"article","venue":"","topic":"Photorefractive and Nonlinear Optics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Materials science; Inscribed figure; Ceramic; Optoelectronics; Optics; Volume (thermodynamics); Fiber Bragg grating; Composite material; Wavelength","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":[0.0001421098,0.0001928655,0.0002359073,0.00007292318,0.00006761894,0.00006825644,0.0001604851,0.00005430656,0.0005399212],"category_scores_gemma":[0.0000113594,0.0001690597,0.00009875553,0.0002342348,0.00002212573,0.0002383886,0.00002631042,0.0003119941,0.0001583678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000349938,"about_ca_system_score_gemma":0.00006434512,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000682328,"about_ca_topic_score_gemma":0.00005067755,"domain_scores_codex":[0.9989324,0.00003630274,0.0002804574,0.0002743734,0.0001496458,0.0003268415],"domain_scores_gemma":[0.9995,0.00005429868,0.00008640022,0.0002250298,0.00005374276,0.00008049505],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002599323,0.002847909,0.0913599,0.00001853466,0.0001604578,0.00004190796,0.001878439,0.00002899953,0.7641348,0.03309282,0.01242367,0.0937526],"study_design_scores_gemma":[0.004833232,0.0006441852,0.05630209,0.0001412835,0.00006377791,0.00000662744,0.001337102,0.01441698,0.8084197,0.03481193,0.07731879,0.001704285],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9015136,0.00002888412,0.0004349248,0.0003493637,0.00008369851,0.0001899072,0.00002202492,0.00005431527,0.09732329],"genre_scores_gemma":[0.9950191,0.000005825254,0.001544647,0.000762773,0.000225287,0.000009906834,0.00005311679,0.00001559314,0.002363698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09495959,"threshold_uncertainty_score":0.6894055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01071699982908441,"score_gpt":0.2648607714562304,"score_spread":0.254143771627146,"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."}}