{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"4bfc806751a8","filters":{"venue":"Smart Molecules"}},"results":[{"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"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","authors":[{"name":"Ian Cheng‐Yi Hou","is_ca":false},{"name":"Liang Li","is_ca":false},{"name":"Hongyu Zhang","is_ca":false},{"name":"Pancě Naumov","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02540442826610628,"gpt":0.2959243058396637,"spread":0.2705198775735574,"validation_status":"score_only:v0-immature-baseline"},"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"},"labels":[],"label_agreement":null},{"id":"W4392885209","doi":"10.1002/smo.20230021","title":"Smart molecules in ophthalmology: Hydrogels as responsive systems for ophthalmic applications","year":2024,"lang":"en","type":"review","venue":"Smart Molecules","topic":"Ocular Surface and Contact Lens","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke; McGill University","funders":"","keywords":"Self-healing hydrogels; Drug delivery; Nanotechnology; Transformative learning; Computer science; Materials science; Psychology","authors":[{"name":"Merve Kulbay","is_ca":true},{"name":"Kevin Y. Wu","is_ca":true},{"name":"Doanh Truong","is_ca":false},{"name":"Simon D. Tran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04260633780125948,"gpt":0.3629896594226139,"spread":0.3203833216213544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004041003,0.0006096715,0.0005391547,0.001397271,0.0002731161,0.001006894,0.000339084,0.000746853,0.003277336],"category_scores_gemma":[0.0004693329,0.0002341001,0.0003698769,0.001393369,0.0003675761,0.001441985,0.0006839745,0.001062838,0.001061524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003995462,"about_ca_system_score_gemma":0.0007159372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005189092,"about_ca_topic_score_gemma":0.001116261,"domain_scores_codex":[0.9998413,0.00003227063,0.00001870043,0.00002651737,0.00005986071,0.00002128787],"domain_scores_gemma":[0.9998436,0.00009404687,0.00002313213,0.000004741508,0.00002570165,0.00000877481],"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":[0.00004732247,0.00007636873,0.0001965668,0.02810804,0.00006247859,0.0002829744,0.0002788161,0.0007156279,0.01968143,0.02130794,0.01796188,0.9112805],"study_design_scores_gemma":[0.000006122657,0.0001042719,0.0003465617,0.003153098,0.00006176728,0.000680318,0.00009851631,0.0001779596,0.004887313,0.00228483,0.9881762,0.00002299488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006059179,0.9957744,0.0005611911,0.0002723774,0.000253898,0.000009946035,0.00002115678,0.00001226954,0.002488781],"genre_scores_gemma":[0.003658724,0.9937238,0.0006953892,0.0002340208,0.0001768079,0.00001478952,0.00002555444,0.000003599421,0.001467239],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003277336,"threshold_uncertainty_score":0.01096374,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386223316","doi":"10.1002/smo.20230007","title":"Capture‐SELEX for a short aptamer for label‐free detection of salicylic acid","year":2023,"lang":"en","type":"article","venue":"Smart Molecules","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada; China Scholarship Council; University of Waterloo","keywords":"Aptamer; Isothermal titration calorimetry; Systematic evolution of ligands by exponential enrichment; Salicylic acid; Chemistry; Thioflavin; Detection limit; Biochemistry; Titration; Molecular biology; Chromatography; Biology; Gene; RNA","authors":[{"name":"Lide Gu","is_ca":true},{"name":"Hanxiao Zhang","is_ca":true},{"name":"Yuzhe Ding","is_ca":true},{"name":"Yao Zhang","is_ca":false},{"name":"Deli Wang","is_ca":false},{"name":"Juewen Liu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01769801291753683,"gpt":0.2910191556266181,"spread":0.2733211427090813,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006957587,0.001053869,0.0009220554,0.0004986961,0.0003088044,0.0006349999,0.0005578737,0.0006884568,0.002431117],"category_scores_gemma":[0.0007375168,0.0004239918,0.0006006941,0.0003718708,0.0002816286,0.0002864515,0.0006334794,0.0007867729,0.001877145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003537789,"about_ca_system_score_gemma":0.0002591106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002969633,"about_ca_topic_score_gemma":0.0005965667,"domain_scores_codex":[0.9994215,0.00009186821,0.00005778131,0.0001488929,0.0001968992,0.00008303401],"domain_scores_gemma":[0.9996394,0.0001388063,0.00005624172,0.00005135338,0.00006684152,0.00004735743],"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":[0.00009150016,0.00007864957,0.0002095339,0.00007150492,0.00003290947,0.0001493352,0.00004363203,0.0008997413,0.9895679,0.0001189004,0.0002944341,0.0084419],"study_design_scores_gemma":[0.00001591379,0.0001616108,0.0004450453,0.000004723817,0.00002359392,0.0001835315,0.00001276494,0.003281253,0.9929131,0.00004740915,0.002897136,0.00001404516],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7087669,0.001275123,0.2786915,0.0003436184,0.000196826,0.001106652,0.002307635,0.002358669,0.004953023],"genre_scores_gemma":[0.8002183,0.0009908832,0.1675256,0.0005734583,0.00003804378,0.001148771,0.00446398,0.0006898072,0.02435123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002431117,"threshold_uncertainty_score":0.008132935,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4381433087","doi":"10.1002/smo.20230005","title":"Smart molecules: Serve today and make the future","year":2023,"lang":"en","type":"editorial","venue":"Smart Molecules","topic":"Machine Learning in Materials Science","field":"Materials Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Dalian Institute of Chemical Physics; Nanyang Technological University; Hunan University; Fudan University; Dalian University of Technology; Ewha Womans University; Universiteit Leiden; East China University of Science and Technology; University of Bath; York University; Tsinghua University; Shenzhen University; New York University Abu Dhabi","keywords":"Nanotechnology; Phosphorescence; Photovoltaic system; Smart material; Materials science; Computer science; Electrical engineering; Fluorescence; Engineering; Physics","authors":[{"name":"Xiaojun Peng","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006029618906218399,"gpt":0.2491597352403592,"spread":0.2431301163341408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002596947,0.0008410504,0.0008292024,0.0008811325,0.002344945,0.006609454,0.0008979244,0.005013794,0.02538117],"category_scores_gemma":[0.002317086,0.0002701843,0.000353775,0.0009770781,0.005522297,0.01494311,0.00391577,0.004249681,0.01073102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001879015,"about_ca_system_score_gemma":0.002376833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007172802,"about_ca_topic_score_gemma":0.001431433,"domain_scores_codex":[0.9988099,0.000352224,0.00003945329,0.0001249612,0.0004091399,0.0002643093],"domain_scores_gemma":[0.998593,0.0003522747,0.00008110392,0.0001175292,0.0003034194,0.0005525938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001340215,0.0001033893,0.0006780596,0.0008376816,0.00001647956,0.0002494247,0.00183297,0.0001303131,0.003168469,0.2495549,0.3912935,0.3520008],"study_design_scores_gemma":[0.000005181199,0.00002260848,0.0001068722,0.0001795405,0.000003214961,0.0001503692,0.0005812699,0.00005726728,0.0002152712,0.02614932,0.9725194,0.000009706924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"editorial","genre_scores_codex":[0.004284312,0.6144851,0.006315048,0.253607,0.01863224,0.00004749491,0.0002582062,0.0005053385,0.1018653],"genre_scores_gemma":[0.1119045,0.5368549,0.01479549,0.1269246,0.02370464,0.0001537532,0.0005561428,0.0003951472,0.1847108],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.02538117,"threshold_uncertainty_score":0.08490849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}