{"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":"5ea17368104a","filters":{"venue":"Asian Journal of Pharmaceutical Sciences"}},"results":[{"id":"W4367322327","doi":"10.1016/j.ajps.2023.100812","title":"Additive manufacturing of sustainable biomaterials for biomedical applications","year":2023,"lang":"en","type":"review","venue":"Asian Journal of Pharmaceutical Sciences","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":209,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"3D bioprinting; Biopolymer; Nanotechnology; 3D printing; Biocompatibility; Environmentally friendly; Materials science; Drug delivery; 3d printed; Tissue engineering; Biocompatible material; Biomedical engineering; Polymer; Engineering","authors":[{"name":"Zia Ullah Arif","is_ca":false},{"name":"Muhammad Yasir Khalid","is_ca":false},{"name":"Reza Noroozi","is_ca":false},{"name":"Mokarram Hossain","is_ca":false},{"name":"Haotian Shi","is_ca":true},{"name":"Ali Tariq","is_ca":false},{"name":"Seeram Ramakrishna","is_ca":false},{"name":"Rehan Umer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08895660710070107,"gpt":0.3949307020676566,"spread":0.3059740949669555,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001139394,0.0002600047,0.001029178,0.0006410013,0.0001373149,0.00006222407,0.0008929161,0.0001986695,0.0000583253],"category_scores_gemma":[0.0002534785,0.0001832979,0.0003806945,0.0004856069,0.000698271,0.0001265347,0.0001395922,0.0002384703,0.00001502082],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008367375,"about_ca_system_score_gemma":0.0001455964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":6.712488e-7,"about_ca_topic_score_gemma":8.300558e-8,"domain_scores_codex":[0.9980395,0.00005832066,0.0009088198,0.0001996299,0.0003198384,0.0004738638],"domain_scores_gemma":[0.9986147,0.0006001065,0.0004387409,0.0001246286,0.00008297971,0.0001387893],"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":[0.000002256004,0.00001997171,6.355145e-8,0.008192391,0.0001923957,0.00001982709,0.00002522525,0.000008171432,0.00001337901,0.001802133,0.00108687,0.9886373],"study_design_scores_gemma":[0.0001102482,0.000101165,8.582315e-7,0.002365094,0.0002956612,0.00005695964,0.0003884105,0.00002102378,0.01222936,0.00312453,0.981113,0.0001937164],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006990734,0.9745474,0.02105977,0.0001714203,0.000834398,0.001342793,0.0003913221,0.000425209,0.001157787],"genre_scores_gemma":[0.002155184,0.9937055,0.003503928,0.000003711621,0.0003980373,0.0001258546,0.00001313288,0.00004370138,0.00005096806],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9884436,"threshold_uncertainty_score":0.7474672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2753692261","doi":"10.1016/j.ajps.2017.08.008","title":"Preparation of glutinous rice starch/polyvinyl alcohol copolymer electrospun fibers for using as a drug delivery carrier","year":2017,"lang":"en","type":"article","venue":"Asian Journal of Pharmaceutical Sciences","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Faculté de pharmacie, Université de Montréal; Faculty of Science, Chiang Mai University","keywords":"Polyvinyl alcohol; Nanofiber; Electrospinning; Drug delivery; Materials science; Starch; Chemical engineering; Scanning electron microscope; Copolymer; Polymer chemistry; Chemistry; Nanotechnology; Polymer; Composite material; Organic chemistry","authors":[{"name":"Patthanakorn Jaiturong","is_ca":false},{"name":"Busaban Sirithunyalug","is_ca":false},{"name":"Sukum Eitsayeam","is_ca":false},{"name":"Chawalinee Asawahame","is_ca":false},{"name":"Pratchaya Tipduangta","is_ca":false},{"name":"Jakkapan Sirithunyalug","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04600423552687999,"gpt":0.4165426562087159,"spread":0.370538420681836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002287624,0.0001748559,0.0003546035,0.0001341494,0.001058318,0.0002239938,0.001356533,0.00007782261,0.0001972563],"category_scores_gemma":[0.0002738508,0.0001362191,0.0001753425,0.0002761181,0.001705962,0.0007533152,0.0001184541,0.000197314,0.000008339674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00013385,"about_ca_system_score_gemma":0.0007747893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006738682,"about_ca_topic_score_gemma":0.000009348964,"domain_scores_codex":[0.9972471,0.0001242239,0.0007152496,0.0003350427,0.0009277501,0.0006506182],"domain_scores_gemma":[0.997722,0.0002198678,0.001027561,0.0002882307,0.0003437006,0.0003985983],"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":[0.0002732858,0.0001017374,0.0003573131,0.00002988223,0.00002737838,0.000005053997,0.0003943106,0.000008015077,0.9931967,0.001900679,0.0004609518,0.003244678],"study_design_scores_gemma":[0.0007935968,0.000683097,0.0002524129,0.00006338382,0.0001288943,0.000122588,0.0001899704,0.001091588,0.9892352,0.004441514,0.002819368,0.0001783558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981907,0.0008368575,0.008757155,0.005261071,0.0006183229,0.0004673231,0.00003660425,0.00001760734,0.002098086],"genre_scores_gemma":[0.9660792,0.00004299432,0.03332513,0.0002266151,0.0002455103,0.00001023734,7.522902e-7,0.00001137151,0.00005822597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02456797,"threshold_uncertainty_score":0.8139833,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2777299728","doi":"10.1016/j.ajps.2017.12.006","title":"Design and characterization of monolaurin loaded electrospun shellac nanofibers with antimicrobial activity","year":2017,"lang":"en","type":"article","venue":"Asian Journal of Pharmaceutical Sciences","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":46,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Faculté de pharmacie, Université de Montréal; Research and Development Institute, Silpakorn University; Office of the Higher Education Commission; Silpakorn University","keywords":"Nanofiber; Electrospinning; Antimicrobial; Chemistry; Materials science; Factorial experiment; Fabrication; Volumetric flow rate; Nanotechnology; Chemical engineering; Composite material; Polymer; Organic chemistry; Mathematics","authors":[{"name":"Nawinda Chinatangkul","is_ca":false},{"name":"Chutima Limmatvapirat","is_ca":false},{"name":"Jurairat Nunthanid","is_ca":false},{"name":"Manee Luangtana‐anan","is_ca":false},{"name":"Pornsak Sriamornsak","is_ca":false},{"name":"Sontaya Limmatvapirat","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02703106434222996,"gpt":0.3132485770487071,"spread":0.2862175127064771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001306281,0.000139564,0.0002867403,0.00009839287,0.0005477608,0.0002126791,0.0007612117,0.00006533853,0.00008386431],"category_scores_gemma":[0.0000345136,0.00009592975,0.00004258492,0.0002113797,0.001984293,0.0007207285,0.00008017469,0.0001676843,0.000004756233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003763524,"about_ca_system_score_gemma":0.0002291424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004296765,"about_ca_topic_score_gemma":6.77789e-7,"domain_scores_codex":[0.9984059,0.0001356696,0.0003446907,0.0002523431,0.0005053797,0.0003559996],"domain_scores_gemma":[0.9986215,0.00008348307,0.0007537579,0.0001808623,0.000133379,0.000227019],"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":[0.0001922259,0.00009074017,0.000731381,0.00001617727,0.00001267302,0.00000618941,0.00009662004,0.000002596911,0.9887392,0.0001943632,0.00002665504,0.009891192],"study_design_scores_gemma":[0.0005599214,0.0005109616,0.006043641,0.00006918715,0.00004458835,0.0001288346,0.000008662039,0.000259066,0.9917642,0.0002969613,0.0001947234,0.0001192886],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8830479,0.00004074271,0.1117609,0.004536968,0.0001482828,0.000200672,0.000004157973,0.00001072206,0.0002495786],"genre_scores_gemma":[0.9567754,0.00009678443,0.04293719,0.00008363144,0.00007707039,0.000002736224,2.499372e-7,0.000007291014,0.00001965561],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07372744,"threshold_uncertainty_score":0.7311211,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2522865017","doi":"10.1016/j.ajps.2016.08.009","title":"Inclusion complex of tamibarotene with hydroxypropyl-β-cyclodextrin: Preparation, characterization, in-vitro and in-vivo evaluation","year":2016,"lang":"en","type":"article","venue":"Asian Journal of Pharmaceutical Sciences","topic":"Drug Solubulity and Delivery Systems","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Waterloo; Shandong University","keywords":"Solubility; Chemistry; Bioavailability; Dissolution; Cyclodextrin; Differential scanning calorimetry; Nuclear chemistry; Fourier transform infrared spectroscopy; In vivo; Chromatography; Pharmacology; Organic chemistry; Chemical engineering","authors":[{"name":"Ying Yang","is_ca":false},{"name":"Jin-Hua Gao","is_ca":false},{"name":"Xiaoyu Ma","is_ca":false},{"name":"Guihua Huang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1148049916301769,"gpt":0.4369951284978789,"spread":0.3221901368677019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004547514,0.0001505889,0.0003451244,0.0003299826,0.0002006521,0.00002077191,0.0002979819,0.0001186809,0.0004888973],"category_scores_gemma":[0.0001822736,0.00009421045,0.00004331342,0.000588064,0.0007357649,0.0006418648,0.00012754,0.0002582039,0.000003545171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009473981,"about_ca_system_score_gemma":0.0002656918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006001075,"about_ca_topic_score_gemma":0.0000188897,"domain_scores_codex":[0.9970978,0.0009213025,0.0008109816,0.000242158,0.0006232206,0.0003045179],"domain_scores_gemma":[0.9986728,0.0002675846,0.0004847262,0.00007987009,0.0002850305,0.0002099816],"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":[0.001898518,0.0003081529,0.06366969,0.00004845729,0.00003398289,0.00003194044,0.001722625,0.0003316993,0.8890941,0.0002260494,0.00004501146,0.04258982],"study_design_scores_gemma":[0.0154959,0.00165999,0.1498496,0.0006545337,0.0002726278,0.0006701851,0.000790646,0.0506354,0.7535861,0.00279087,0.02292576,0.0006684017],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920393,0.00029459,0.0006057498,0.004603018,0.0002903311,0.0004181323,0.00002352081,0.000006777452,0.001718582],"genre_scores_gemma":[0.9990696,0.000218842,0.0002502138,0.0003035862,0.000102715,0.000008453807,0.000002028132,0.000006158721,0.0000384514],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.135508,"threshold_uncertainty_score":0.5353082,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}