{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"59988c4caa2b","filters":{"venue":"Current Materials Science"}},"results":[{"id":"W4210249655","doi":"10.2174/2666145415666220204105639","title":"Perspectives in Quantum Coupling, Interferences, and Enhanced Propertieson Graphene Derivatives","year":2022,"lang":"en","type":"article","venue":"Current Materials Science","topic":"Graphene research and applications","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Graphene; Quantum; Nanomaterials; Microscale chemistry; Materials science; Coupling (piping); Nanotechnology; Plasmon; Quantum sensor; Delocalized electron; Physics; Quantum technology; Optoelectronics; Quantum mechanics; Open quantum system","authors":[{"name":"A. Guillermo Bracamonte","is_ca":true},{"name":"Guadalupe G. Miñambres","is_ca":false},{"name":"O. In den Kirschen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05094035398383037,"gpt":0.3261430615081528,"spread":0.2752027075243225,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000406408,0.0002731208,0.0002100589,0.0004834827,0.0001815178,0.0005022477,0.000302505,0.0004254007,0.0006875038],"category_scores_gemma":[0.0002655415,0.00009054827,0.0002535303,0.0004162899,0.000600683,0.0007215982,0.0002604465,0.0005118282,0.00009740979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003989877,"about_ca_system_score_gemma":0.0001558899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001548926,"about_ca_topic_score_gemma":0.0002039368,"domain_scores_codex":[0.9998423,0.00004909504,0.000007203773,0.00003294951,0.00004974141,0.00001875563],"domain_scores_gemma":[0.999848,0.0001037732,0.00001234597,0.00001050517,0.00002011938,0.000005129172],"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":[0.0001672396,0.0001834126,0.001832681,0.006190917,0.0001273091,0.001356813,0.0006201514,0.005567377,0.6181059,0.1973116,0.002009823,0.1665267],"study_design_scores_gemma":[0.00001884878,0.0009858935,0.007885648,0.0006261905,0.0001865802,0.00310381,0.0005067178,0.01332975,0.6664236,0.1290289,0.1777875,0.0001165874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2800491,0.6289734,0.04282555,0.003557612,0.0005907133,0.00004353871,0.0002003125,0.0001412965,0.04361847],"genre_scores_gemma":[0.7859034,0.190424,0.01798405,0.0006874387,0.0003642291,0.00005263107,0.0001292676,0.00003319704,0.00442175],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0006875038,"threshold_uncertainty_score":0.002894938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4313578217","doi":"10.2174/2666145416666230104104150","title":"Electrospun Polymer Nanofibers for Technology Applications: A ShortReview","year":2023,"lang":"en","type":"review","venue":"Current Materials Science","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Nanofiber; Nanotechnology; Materials science; Nanometre; Porosity; Nanomaterials; Polymer; Electrospinning; Composite material","authors":[{"name":"Dinesh Pathak","is_ca":false},{"name":"Ankush Sharma","is_ca":false},{"name":"Rajesh Kumar Sharma","is_ca":false},{"name":"Jean‐Michel Nunzi","is_ca":true},{"name":"Aman Mahajan","is_ca":false},{"name":"Davinder Pal Sharma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06395991350426633,"gpt":0.4076233600510618,"spread":0.3436634465467954,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005499589,0.001254166,0.001100021,0.002377869,0.0003583969,0.0009086966,0.0006816718,0.001026979,0.004125588],"category_scores_gemma":[0.0006030285,0.0004627553,0.0005582838,0.002465349,0.0003340205,0.001453686,0.0006366826,0.001469826,0.00320899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004352298,"about_ca_system_score_gemma":0.000849497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005975424,"about_ca_topic_score_gemma":0.0009808663,"domain_scores_codex":[0.9998012,0.00001883455,0.00002617052,0.00003713661,0.00009740873,0.00001923851],"domain_scores_gemma":[0.9996548,0.0001517217,0.00004752235,0.00001442173,0.0001059488,0.00002554065],"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":[0.00005068129,0.0001904357,0.0001594767,0.03530517,0.00009755257,0.0003640116,0.00009288385,0.0006088393,0.01620833,0.004807894,0.04305297,0.8990618],"study_design_scores_gemma":[0.000006613979,0.00009783888,0.0005356302,0.003389991,0.00005666153,0.0007271743,0.00003691308,0.00009469576,0.003373631,0.001397569,0.9902591,0.0000242662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003111134,0.9961875,0.0004505423,0.0001961767,0.0006219723,0.00001589159,0.0000417322,0.00001623824,0.002158749],"genre_scores_gemma":[0.0008296234,0.9968607,0.0004177335,0.0001585365,0.0002775434,0.0000174857,0.00004860952,0.000003955099,0.001385846],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004125588,"threshold_uncertainty_score":0.01380152,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3207053805","doi":"10.2174/2666145414666211006125054","title":"Advances in New Matter Properties and Applications of Hybrid Graphene-Based Metamaterials","year":2021,"lang":"en","type":"article","venue":"Current Materials Science","topic":"Graphene research and applications","field":"Materials Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Secretaria de Ciencia y Tecnología - Universidad Nacional de Córdoba","keywords":"Metamaterial; Graphene; Nanotechnology; Electronics; Materials science; Photonics; Nanomaterials; Computer science; Optoelectronics; Engineering; Electrical engineering","authors":[{"name":"A. Guillermo Bracamonte","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03770120758998733,"gpt":0.3077970932003904,"spread":0.2700958856104031,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000283328,0.0004447692,0.000330114,0.0007042757,0.0001437809,0.0006240128,0.0002973115,0.0006026062,0.001649459],"category_scores_gemma":[0.000258858,0.0001228704,0.0003121042,0.0006056557,0.000191459,0.0008001321,0.0004826979,0.0005259246,0.0007049963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000278801,"about_ca_system_score_gemma":0.0001678951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008585709,"about_ca_topic_score_gemma":0.0001514938,"domain_scores_codex":[0.9998534,0.00002385082,0.00001079347,0.0000325765,0.00006074528,0.00001848518],"domain_scores_gemma":[0.9999076,0.00003836941,0.00001790118,0.000006291682,0.00002138775,0.000008449332],"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":[0.0001252807,0.00007167129,0.0003571497,0.006352796,0.0000806787,0.0004666265,0.0001621286,0.001423229,0.6934019,0.02992403,0.00491771,0.2627168],"study_design_scores_gemma":[0.00001429562,0.0004092351,0.001945707,0.0004059941,0.0001244359,0.002433517,0.0001004848,0.005700168,0.5022439,0.01161877,0.4749322,0.00007134777],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07161759,0.8355368,0.03950076,0.002142885,0.001840856,0.00005706947,0.0002845165,0.0003324201,0.04868697],"genre_scores_gemma":[0.443919,0.4943291,0.04410671,0.001138536,0.001851082,0.00009006251,0.0005821561,0.0001294375,0.01385394],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001649459,"threshold_uncertainty_score":0.005518019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4280634130","doi":"10.2174/2666145415666220517103417","title":"Biowaste-based Porous Carbon for Supercapacitors: Synthesis, Fabricationand Electrochemical Performances: A Review","year":2022,"lang":"en","type":"review","venue":"Current Materials Science","topic":"Supercapacitor Materials and Fabrication","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":"International Development Research Centre","keywords":"Supercapacitor; Materials science; Nanotechnology; Energy storage; Graphene; Carbon fibers; Carbonization; Hydrothermal carbonization; Porosity; Electrochemistry; Chemical engineering; Electrode; Composite material; Chemistry; Scanning electron microscope; Composite number; Engineering; Power (physics)","authors":[{"name":"Kwadwo Mensah‐Darkwa","is_ca":false},{"name":"Eugene Sefa Appiah","is_ca":false},{"name":"Anjali Gupta","is_ca":false},{"name":"Mahadeen Nashiru","is_ca":false},{"name":"Daniel Nframah Ampong","is_ca":false},{"name":"Frank Ofori Agyemang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0726532778787617,"gpt":0.3320794487721099,"spread":0.2594261708933482,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007561896,0.00164999,0.001301048,0.002428308,0.0003371359,0.0009966557,0.000981979,0.001343328,0.001856776],"category_scores_gemma":[0.0005700505,0.0006649484,0.0007848839,0.00381121,0.0004073637,0.001808046,0.0005900147,0.001246503,0.001181958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000432827,"about_ca_system_score_gemma":0.0008755828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008538536,"about_ca_topic_score_gemma":0.001015004,"domain_scores_codex":[0.9996798,0.00002895438,0.00005263904,0.00007398346,0.0001272888,0.00003728731],"domain_scores_gemma":[0.9995245,0.0002042213,0.0001016321,0.00001910391,0.0001253352,0.00002527489],"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":[0.0001143404,0.0003607462,0.0004649473,0.07260361,0.0002912782,0.0004224853,0.0001906877,0.002635664,0.04567615,0.007018098,0.0169157,0.8533064],"study_design_scores_gemma":[0.00002977061,0.0006659518,0.001381011,0.005690646,0.0003947527,0.001504263,0.0001294705,0.001533216,0.03988872,0.002180947,0.9464881,0.0001131311],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001156524,0.9967902,0.0007732718,0.0001404141,0.0001722057,0.00001299258,0.00004545078,0.00001695331,0.0008920545],"genre_scores_gemma":[0.003673938,0.9947311,0.0007256223,0.000114746,0.0001238716,0.00002078299,0.0000631965,0.000004106316,0.00054267],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002428308,"threshold_uncertainty_score":0.006211519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415455154","doi":"10.2174/0126661454381846251001065437","title":"Advancing Basalt Fiber-fly Ash/Marble Dust Composites: A Systematic Review and Research Horizons","year":2025,"lang":"en","type":"article","venue":"Current Materials Science","topic":"Recycling and utilization of industrial and municipal waste in materials production","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Basalt; Thematic map; Natural (archaeology); Fly ash; Thematic analysis; Focus (optics)","authors":[{"name":"Manmohan Meena","is_ca":false},{"name":"Vikrant Sharma","is_ca":false},{"name":"Mukul Kant Paliwal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03968883803851541,"gpt":0.3506300282153514,"spread":0.310941190176836,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01650911,0.001046317,0.003741643,0.03159431,0.0009749602,0.003088564,0.001247223,0.00124981,0.002105558],"category_scores_gemma":[0.03479106,0.0006706821,0.002972225,0.02840979,0.001106265,0.003704362,0.001567336,0.0007807185,0.0002106869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004084385,"about_ca_system_score_gemma":0.029794,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005960967,"about_ca_topic_score_gemma":0.02482893,"domain_scores_codex":[0.9914733,0.002451105,0.002884172,0.0006223883,0.002224807,0.0003441368],"domain_scores_gemma":[0.9620576,0.02450125,0.006027985,0.0006198967,0.006227923,0.0005653139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009742467,0.00003628134,0.002246564,0.887331,0.001956588,0.0002706112,0.001484084,0.000124618,0.0006528099,0.001192326,0.002537026,0.1020707],"study_design_scores_gemma":[0.000051997,0.0001937438,0.008297086,0.9143436,0.01720607,0.0005891979,0.003749685,0.0001766295,0.0005869081,0.0008855552,0.05386896,0.00005056355],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003803213,0.9931414,0.0004559118,0.000936194,0.0001672264,0.0004573933,0.0004532078,0.000009817724,0.0005756635],"genre_scores_gemma":[0.02073035,0.976164,0.001519884,0.0004904466,0.0001025951,0.0005456079,0.0002613222,0.000004878199,0.0001808144],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03159431,"threshold_uncertainty_score":0.0873096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402207261","doi":"10.2174/0126661454314305240826112529","title":"Phytopharmacological and Ethnomedicinal Importance of Xanthium strumarium L: A Review","year":2024,"lang":"en","type":"review","venue":"Current Materials Science","topic":"Natural Antidiabetic Agents Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Xanthium; Traditional medicine; Biology; Botany; Medicine","authors":[{"name":"Pragati Kumar","is_ca":false},{"name":"Aman Amrit Raj","is_ca":false},{"name":"Pranay Wal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1205142672077506,"gpt":0.4671567410177785,"spread":0.3466424738100279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002766742,0.0007250154,0.0009142677,0.002405121,0.000279286,0.0008420809,0.0004727073,0.0005966912,0.003135816],"category_scores_gemma":[0.0004654999,0.0001916247,0.0006263099,0.001695459,0.0002713214,0.0008060521,0.0004157971,0.0007588407,0.0007754712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002926791,"about_ca_system_score_gemma":0.0006557245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009611877,"about_ca_topic_score_gemma":0.001646392,"domain_scores_codex":[0.9998976,0.00001864647,0.00002194134,0.000024012,0.00002925234,0.000008583753],"domain_scores_gemma":[0.9997693,0.0001221266,0.00004424326,0.000005932048,0.00004186328,0.00001665027],"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":[0.0001471709,0.0001802584,0.0005823364,0.0624417,0.0002198873,0.0005268921,0.0001951189,0.0004084942,0.005048454,0.002291252,0.02390361,0.9040549],"study_design_scores_gemma":[0.00002426388,0.0003493507,0.00446775,0.01139042,0.0005851684,0.003845668,0.0001999174,0.00020352,0.001508446,0.001784423,0.9755934,0.00004751543],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004664075,0.9980651,0.0001373311,0.0001990754,0.0001313756,0.000006160048,0.00003923214,0.000007040969,0.00094837],"genre_scores_gemma":[0.002048328,0.9969484,0.0002096499,0.0001783579,0.0001611415,0.000007410241,0.00004429166,0.00000140642,0.0004009713],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003135816,"threshold_uncertainty_score":0.01049042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}