{"id":"W4403061032","doi":"10.1117/12.3026257","title":"Reconfigurable chalcogenide metacoatings","year":2024,"lang":"en","type":"article","venue":"","topic":"Phase-change materials and chalcogenides","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Chalcogenide; Computer science; Materials science; Optoelectronics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005269095,0.000159195,0.000193276,0.00007957667,0.00009692552,0.0004240449,0.0001999751,0.00006094013,0.02378042],"category_scores_gemma":[0.00003297818,0.0001191406,0.00008933914,0.0001466862,0.00004477563,0.0003175269,0.00003898242,0.00005295112,0.005985258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002730063,"about_ca_system_score_gemma":0.00003950496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001160508,"about_ca_topic_score_gemma":0.00001971824,"domain_scores_codex":[0.998787,0.00004109765,0.0002533888,0.0003823758,0.0001851267,0.0003510359],"domain_scores_gemma":[0.9995469,0.00006941515,0.00003016033,0.0002205189,0.00003586002,0.0000971715],"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":[0.000005878595,0.0000119056,0.000002429164,0.00005477841,0.000009975724,0.00003568215,0.0001721725,0.000001807261,0.9824082,0.008289255,0.006819313,0.002188602],"study_design_scores_gemma":[0.00006919017,0.0000336384,0.0000068748,0.00004053121,0.0000231631,0.00004946004,0.00007739876,0.0002278877,0.9352111,0.003716108,0.06037413,0.0001705783],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8932809,0.001921655,0.0005951175,0.0009691966,0.00218324,0.0001625659,0.00005548417,0.0009332076,0.09989862],"genre_scores_gemma":[0.9874659,0.00006303932,0.001226629,0.0004056857,0.0004029397,0.00004626991,0.000008691477,0.00003109386,0.01034981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09418494,"threshold_uncertainty_score":0.9947887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02976804934432822,"score_gpt":0.2707680356636621,"score_spread":0.2409999863193339,"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."}}