{"id":"W2063231490","doi":"10.1364/josab.26.001412","title":"Real-time χ^(2) evolution in twin-hole fiber during thermal poling and repoling","year":2009,"lang":"en","type":"article","venue":"Journal of the Optical Society of America B","topic":"Glass properties and applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Poling; Time evolution; Materials science; Thermal; Charge (physics); Ion; Erasure; Charge carrier; Condensed matter physics; Chemical physics; Optoelectronics; Physics; Thermodynamics; Computer science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001354858,0.0002426457,0.0001490893,0.0001884983,0.0001649162,0.0002044812,0.0001873228,0.000170815,0.0009555312],"category_scores_gemma":[0.0004395311,0.0001188249,0.0001166543,0.0001934133,0.0003561913,0.000416587,0.0001607601,0.0003173959,0.00009153196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003276414,"about_ca_system_score_gemma":0.0001324987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360753,"about_ca_topic_score_gemma":0.00101047,"domain_scores_codex":[0.9999435,0.000005602264,0.000001735295,0.0000158447,0.00001736253,0.0000158718],"domain_scores_gemma":[0.9997936,0.00006885195,0.00005879612,0.00001745079,0.00003396588,0.00002745625],"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":[0.0005073532,0.00006969758,0.007134597,0.00006992128,0.00003089486,0.0005798292,0.0003539134,0.009617846,0.9724604,0.0009162358,0.0001919105,0.008067217],"study_design_scores_gemma":[0.000030587,0.000369728,0.03994112,0.000009533866,0.00002431245,0.0002412804,0.0002022222,0.1615803,0.7962264,0.0004963939,0.0008059358,0.00007230416],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976005,0.00005424164,0.001863563,0.00001761549,0.000005801527,0.000003303332,0.00004880916,0.00005504839,0.0003510383],"genre_scores_gemma":[0.9991571,0.00002383608,0.0005308608,0.000004739477,0.000002104535,0.000003309752,0.0000318156,0.000009469407,0.0002368219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001360753,"threshold_uncertainty_score":0.003196537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007325664851757896,"score_gpt":0.2325971108766242,"score_spread":0.2252714460248663,"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."}}