{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"f37feeff77a9","filters":{"venue":"Journal of Asian Ceramic Societies"}},"results":[{"id":"W2938750900","doi":"10.1080/21870764.2019.1604609","title":"Influence of different sodium-based additives on corrosion resistance of PEO coatings on pure Ti","year":2019,"lang":"en","type":"article","venue":"Journal of Asian Ceramic Societies","topic":"Magnesium Alloys: Properties and Applications","field":"Materials Science","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Materials science; Corrosion; Microstructure; Sodium silicate; Dielectric spectroscopy; Plasma electrolytic oxidation; Sodium; Diffractometer; Scanning electron microscope; Sodium hydroxide; Coating; Metallurgy; Electrolyte; Sodium aluminate; Sodium fluoride; Chemical engineering; Electrochemistry; Inorganic chemistry; Fluoride; Composite material; Aluminium; Chemistry","authors":[{"name":"Maryam Molaei","is_ca":false},{"name":"Arash Fattah‐alhosseini","is_ca":false},{"name":"Mohsen K. Keshavarz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008110028153456163,"gpt":0.2251581479919434,"spread":0.2170481198384873,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002630963,0.0001480573,0.0003660725,0.00006215095,0.00008112362,0.0000317763,0.0003386609,0.0000791011,0.0003455241],"category_scores_gemma":[0.00008927056,0.0001047159,0.0001596583,0.00009932657,0.0002134813,0.0001137599,0.00003178734,0.0001879484,0.00001814413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006455962,"about_ca_system_score_gemma":0.0001022226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004033975,"about_ca_topic_score_gemma":0.000002729113,"domain_scores_codex":[0.9985049,0.00007967083,0.0005498421,0.0001561254,0.00054296,0.0001664885],"domain_scores_gemma":[0.9982387,0.0001901954,0.0009590504,0.0002445664,0.0003141322,0.00005329674],"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":[0.000354217,0.0002044854,0.0009254553,0.0002956124,0.000005273565,7.70362e-7,0.001382702,0.001148769,0.9906254,0.001429089,0.003506068,0.0001221748],"study_design_scores_gemma":[0.001031533,0.001397354,0.03476167,0.001083288,0.00003534685,0.000003073668,0.003479525,0.00008683764,0.9557161,0.001318723,0.000876831,0.0002096482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959712,0.000073111,0.00003514941,0.00158635,0.0001340539,0.0001774692,0.00004681035,0.00001004828,0.001965806],"genre_scores_gemma":[0.9981512,0.00003797144,0.0003568732,0.000218327,0.00005585622,0.00000555182,0.000002163858,0.000013716,0.001158385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03490922,"threshold_uncertainty_score":0.427019,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084023377","doi":"10.1016/j.jascer.2013.03.007","title":"Resorbable calcium sulfates with tunable degradation rate","year":2013,"lang":"en","type":"article","venue":"Journal of Asian Ceramic Societies","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Taipei Medical University; Centre for Blood Research, University of British Columbia; National Science Council","keywords":"Sintering; Degradation (telecommunications); Materials science; Calcium; Chemical engineering; Composite material; Metallurgy","authors":[{"name":"Shu‐Ting Kuo","is_ca":false},{"name":"Haowei Wu","is_ca":false},{"name":"Wei‐Hsing Tuan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008657479979986428,"gpt":0.1939895272590231,"spread":0.1853320472790367,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002386025,0.0001626578,0.0002770248,0.00008340885,0.00004787775,0.0001606356,0.0001459728,0.00008441501,0.0002842047],"category_scores_gemma":[0.0000224782,0.0001318504,0.00006392555,0.0001334578,0.00004260533,0.0005300508,0.00001174994,0.0002107249,0.00006132739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001181214,"about_ca_system_score_gemma":0.00003137815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000171027,"about_ca_topic_score_gemma":9.669874e-7,"domain_scores_codex":[0.9991134,0.00002107627,0.0003460586,0.00007188368,0.0001887389,0.0002588188],"domain_scores_gemma":[0.9994982,0.00004061231,0.0001136411,0.0001291001,0.0001396736,0.00007870546],"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":[0.00005365269,0.00006466312,0.001036141,0.0006572954,0.0006648541,0.00005084195,0.00457054,0.1481591,0.5578737,0.0003581631,0.2822852,0.00422589],"study_design_scores_gemma":[0.004297846,0.001047154,0.04272244,0.001055718,0.0003094008,0.0007889989,0.01097618,0.02604363,0.8676878,0.008488624,0.03455157,0.002030654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905425,0.0009040309,0.00424565,0.0007805179,0.0007566251,0.0001569521,0.000003333666,0.0001722926,0.002438103],"genre_scores_gemma":[0.9922351,0.0001059157,0.004712491,0.00002858342,0.0002521277,0.000008345918,0.000002843573,0.0000610314,0.002593575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3098141,"threshold_uncertainty_score":0.5376705,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385259563","doi":"10.1080/21870764.2023.2237358","title":"A Synergic Effect of Bi-metallic Layered Hydro-Oxide Cocatalyst on 1-D TiO2 Driven Photoelectrochemical Water Splitting","year":2023,"lang":"en","type":"article","venue":"Journal of Asian Ceramic Societies","topic":"Advanced Photocatalysis Techniques","field":"Energy","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"National Research Foundation of Korea","keywords":"Water splitting; Photocurrent; Materials science; Catalysis; Bimetallic strip; Chemical engineering; Photocatalysis; Faraday efficiency; Nanotechnology; Oxide; Metal; Optoelectronics; Electrochemistry; Metallurgy; Chemistry; Electrode","authors":[{"name":"Rana Basit Ali","is_ca":false},{"name":"Qadeer Akbar Sial","is_ca":false},{"name":"Young Jae Lee","is_ca":false},{"name":"Muhammad Waqas","is_ca":false},{"name":"Shankara S. Kalanur","is_ca":true},{"name":"Hyungtak Seo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007947734125987217,"gpt":0.2607046162482863,"spread":0.2527568821222991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008818777,0.0003696856,0.0009625499,0.0003871751,0.0001200588,0.00004442636,0.0005461244,0.0002542096,0.00007502479],"category_scores_gemma":[0.00021898,0.0002652104,0.0008130581,0.0005821287,0.0002148982,0.000222082,0.0001177526,0.0006913113,0.00007307985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00027442,"about_ca_system_score_gemma":0.00005477448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002931496,"about_ca_topic_score_gemma":0.000004283678,"domain_scores_codex":[0.997214,0.000206412,0.00100347,0.0003024343,0.0007073908,0.000566348],"domain_scores_gemma":[0.9982141,0.000418227,0.0006540816,0.0004163853,0.0001680205,0.0001292059],"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":[0.0003335506,0.00006747535,0.0001994331,0.0001524715,0.0005377353,0.00005789339,0.001206632,0.001246603,0.9925191,0.0001717407,0.002433649,0.001073698],"study_design_scores_gemma":[0.0008637244,0.0008625504,0.0001015236,0.0002310931,0.0001665609,0.00008202259,0.0005147189,0.0006203991,0.9910587,0.003853491,0.001378957,0.0002662727],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962707,0.0001030957,0.000101625,0.0003187114,0.000114165,0.0002268949,0.000005683162,0.0001986423,0.002660479],"genre_scores_gemma":[0.9979151,0.0001460307,0.0007401194,0.00008692165,0.0001843662,0.00002878902,0.00004469818,0.00008604991,0.0007678842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00368175,"threshold_uncertainty_score":0.99998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992076133","doi":"10.1016/j.jascer.2014.04.002","title":"In vitro bioactivity of 3D Ti-mesh with bioceramic coatings in simulated body fluid","year":2014,"lang":"en","type":"article","venue":"Journal of Asian Ceramic Societies","topic":"Bone Tissue Engineering Materials","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Science North","funders":"National Natural Science Foundation of China; China Scholarship Council; University of Western Australia","keywords":"Simulated body fluid; Materials science; Apatite; Bioceramic; Composite number; Composite material; Coating; Bioactive glass; Substrate (aquarium); Layer (electronics); Ceramic; Tape casting; Chemical engineering; Microstructure; Porosity; Scanning electron microscope","authors":[{"name":"Wei Yi","is_ca":false},{"name":"Xudong Sun","is_ca":false},{"name":"Dun Niu","is_ca":true},{"name":"Xiaozhi Hu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.004463565094150955,"gpt":0.202174536147992,"spread":0.197710971053841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005298677,0.0002082602,0.0005902335,0.0002602344,0.0000152197,0.00003242513,0.000170969,0.0001490756,0.00002331308],"category_scores_gemma":[0.00006949995,0.000191776,0.0000666837,0.0003241157,0.00007792014,0.0002747141,0.00001923268,0.0003601546,0.000003043202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000188012,"about_ca_system_score_gemma":0.00003989883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003498996,"about_ca_topic_score_gemma":0.000004280914,"domain_scores_codex":[0.9986838,0.00006244634,0.0006272139,0.0001060957,0.0002450568,0.000275444],"domain_scores_gemma":[0.999404,0.0001119764,0.0002085842,0.0001535943,0.00006943249,0.00005242827],"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":[0.0001297754,0.0000765382,0.000698901,0.0003102947,0.00008707885,0.00002375979,0.002846571,0.1049816,0.8894562,0.00003813056,0.0005251479,0.0008260555],"study_design_scores_gemma":[0.004920294,0.0006323674,0.02096898,0.000847474,0.00007608702,0.0001517155,0.001350953,0.1078957,0.8609582,0.0008024733,0.0005792669,0.0008164549],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976628,0.0001759018,0.001121284,0.0001493237,0.0003640494,0.0001022622,0.000007007078,0.0000486361,0.0003687674],"genre_scores_gemma":[0.9978699,0.00004812986,0.001867296,0.00001829331,0.0001014227,0.000001261216,0.000001819261,0.00004976245,0.00004210786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02849792,"threshold_uncertainty_score":0.7820398,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3045627523","doi":"10.1080/21870764.2020.1793471","title":"A comparative study on nitridation mechanism and microstructural development of porous reaction bonded silicon nitride in the presence of CaO, MgO and Al<sub>2</sub>O<sub>3</sub>","year":2020,"lang":"en","type":"article","venue":"Journal of Asian Ceramic Societies","topic":"Advanced ceramic materials synthesis","field":"Materials Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Materials science; Microstructure; Whiskers; Silicon nitride; Flexural strength; Nitride; Porosity; Composite material; Silicon; Ceramic; Metallurgy; Layer (electronics)","authors":[{"name":"Raheleh Nikonam M.","is_ca":true},{"name":"Martin Pugh","is_ca":true},{"name":"R. A. L. Drew","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02271136576771156,"gpt":0.2625677998422397,"spread":0.2398564340745281,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008775496,0.0002343259,0.0006249764,0.0001060251,0.0001473273,0.00007215543,0.0002276435,0.00008414303,0.000004024742],"category_scores_gemma":[0.0002019063,0.0001790061,0.00005754349,0.0001784522,0.0002037151,0.0003584669,0.00007699017,0.0002405473,0.000001379909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001166355,"about_ca_system_score_gemma":0.0001444854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001155084,"about_ca_topic_score_gemma":0.00001884186,"domain_scores_codex":[0.9976529,0.0003767819,0.0009357794,0.0002641976,0.0005511908,0.0002190733],"domain_scores_gemma":[0.9981282,0.0003028469,0.001160393,0.0001436337,0.0001981342,0.00006675247],"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":[0.0004132091,0.00008904701,0.0001885174,0.00007324412,0.00003993363,0.000007186766,0.04528989,0.00002501871,0.95263,0.00003917531,0.0000489585,0.001155746],"study_design_scores_gemma":[0.0008806115,0.0004464318,0.02142915,0.0001088012,0.00004333731,0.00006024352,0.0425481,0.0000519229,0.9325008,0.001778391,0.000003451698,0.0001487472],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998465,0.00009169321,0.0001336885,0.0005760844,0.0001764391,0.0005089185,0.00002016007,0.00001095573,0.00001706655],"genre_scores_gemma":[0.9987486,0.0000854918,0.0009635955,0.0001195526,0.00005495097,0.000009629925,0.000002467851,0.0000149627,7.512317e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02124063,"threshold_uncertainty_score":0.7299656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}