{"id":"W4416790963","doi":"10.1021/acsaom.5c00505","title":"A Strategy for Visible Light-Driven Bidirectional Switching of Spiropyrans and Fabrication of Photonic Logic Gate via the Modulation of Transmittance","year":2025,"lang":"en","type":"article","venue":"ACS Applied Optical Materials","topic":"Photochromic and Fluorescence Chemistry","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Science and Engineering Research Board; Council of Scientific and Industrial Research, India; University Grants Commission; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Spiropyran; Photochromism; Isomerization; Visible spectrum; Transmittance; Photoisomerization; Logic gate; Fabrication","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":[0.00009679477,0.0003065776,0.0001400652,0.0001454474,0.0001105086,0.0001729443,0.0002807354,0.000247995,0.0006887833],"category_scores_gemma":[0.0001077731,0.0001676046,0.0001713583,0.0001571024,0.0001656468,0.0002933166,0.0002343,0.0004587705,0.0002529918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001954552,"about_ca_system_score_gemma":0.0002029858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000260824,"about_ca_topic_score_gemma":0.000454989,"domain_scores_codex":[0.999927,0.000008242869,0.000007074343,0.00002056982,0.00001662134,0.00002048013],"domain_scores_gemma":[0.999946,0.000007633112,0.00001900886,0.000009381137,0.000007293881,0.00001081275],"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":[0.0000314901,0.00004446465,0.00007293102,0.00006926485,0.000004260348,0.0001225031,0.00003604691,0.0003302406,0.9904971,0.001709284,0.0001578778,0.006924503],"study_design_scores_gemma":[0.00001348615,0.0001592386,0.0003386506,0.000004298848,0.000005029381,0.0001336678,0.000009827012,0.00254875,0.9938781,0.0001806934,0.002717005,0.00001134031],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9493708,0.001801921,0.035333,0.0002759333,0.0001430345,0.0001213721,0.0002541471,0.0004309534,0.01226879],"genre_scores_gemma":[0.9867308,0.0006116087,0.01091677,0.00006624091,0.0000136265,0.00005247093,0.00006733168,0.00001799433,0.001523148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0006887833,"threshold_uncertainty_score":0.002304256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503513240923583,"score_gpt":0.2616304211552301,"score_spread":0.2465952887459942,"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."}}