{"id":"W4391878755","doi":"10.1002/smo.20230031","title":"Smart molecular crystal switches","year":2024,"lang":"en","type":"review","venue":"Smart Molecules","topic":"Photochromic and Fluorescence Chemistry","field":"Materials Science","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Tamkeen; National Natural Science Foundation of China; People's Government of Jilin Province; New York University Abu Dhabi; York University; Natural Science Foundation of Jilin Province","keywords":"Molecular switch; Materials science; Smart material; Nanotechnology; Crystal (programming language); Photoisomerization; Actuator; Computer science; Chemistry; Molecule","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002724425,0.000700067,0.0005981273,0.001116399,0.0003297774,0.0008262864,0.0006756464,0.0009774929,0.00462572],"category_scores_gemma":[0.0003417999,0.0002846189,0.0004057232,0.00103312,0.0003386085,0.001253238,0.0006494623,0.00150793,0.002406622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004358325,"about_ca_system_score_gemma":0.0005271668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006867942,"about_ca_topic_score_gemma":0.00119092,"domain_scores_codex":[0.9998235,0.00001894213,0.00001127469,0.00003699096,0.00007815199,0.00003111038],"domain_scores_gemma":[0.9999356,0.00002151703,0.00001204082,0.000004053687,0.00001857313,0.000008202179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006465141,0.0001202794,0.0001820934,0.01554239,0.00009930251,0.0003357607,0.0001240946,0.0007929929,0.03156564,0.04121152,0.05433286,0.8556284],"study_design_scores_gemma":[0.000006814856,0.00004914733,0.0001788551,0.0005336746,0.00002370285,0.0004427007,0.00002082696,0.0001393602,0.005863112,0.001666486,0.9910629,0.00001246247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001518179,0.9767932,0.00203148,0.0007435909,0.0007760164,0.00003972891,0.0001506276,0.00006891499,0.01787831],"genre_scores_gemma":[0.01141495,0.9770092,0.001808861,0.0006862154,0.0003483276,0.00006458411,0.0001677576,0.00001077932,0.008489269],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00462572,"threshold_uncertainty_score":0.01547456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540442826610628,"score_gpt":0.2959243058396637,"score_spread":0.2705198775735574,"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."}}