{"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":"35569404dd4a","filters":{"venue":"Journal of Mineral Metal and Material Engineering"}},"results":[{"id":"W2551160856","doi":"10.20941/2414-2115.2016.02.2","title":"Effect of Carbonized Coconut Shell Particles on Mechanical Properties of Bio -Based Composite","year":2016,"lang":"en","type":"article","venue":"Journal of Mineral Metal and Material Engineering","topic":"Natural Fiber Reinforced Composites","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Composite number; Carbonization; Shell (structure); Composite material; Materials science; Scanning electron microscope","authors":[{"name":"Shakuntala Ojha","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007563848735181955,"gpt":0.1990869444831163,"spread":0.1915230957479343,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001347263,0.0003787661,0.0001692217,0.0002253663,0.0001221608,0.0002360991,0.0001271355,0.0002836804,0.001213401],"category_scores_gemma":[0.0002983251,0.0001907799,0.0001822962,0.00011314,0.0002128587,0.0002132968,0.0001039417,0.0003063803,0.0001713701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001509409,"about_ca_system_score_gemma":0.0001145758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000649415,"about_ca_topic_score_gemma":0.001898175,"domain_scores_codex":[0.9998876,0.00001181981,0.00001056321,0.00002880362,0.00003642661,0.00002473861],"domain_scores_gemma":[0.999624,0.0001206736,0.00009084248,0.00002383087,0.00006468142,0.00007596503],"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":[0.0001103817,0.00002465334,0.0001073306,0.00003582216,0.000005298928,0.00004176432,0.00001331899,0.00009331718,0.9989472,0.00001115294,0.000008980342,0.0006007772],"study_design_scores_gemma":[0.000003661421,0.000225576,0.002782229,0.000003507055,0.000009601173,0.00003035061,0.000009772321,0.0002843908,0.9964671,0.000004118739,0.0001760277,0.000003586608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985732,0.000386136,0.0003145458,0.00001234254,0.00001260358,0.000007871939,0.00005078826,0.00002273468,0.000619773],"genre_scores_gemma":[0.9982737,0.0001995257,0.0006237871,0.00001861608,0.000004001122,0.000008789437,0.0000838456,0.00001604434,0.0007716466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001213401,"threshold_uncertainty_score":0.004059255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2921275654","doi":"","title":"Microencapsulation Yield Assessment Using TGA","year":2019,"lang":"en","type":"article","venue":"Journal of Mineral Metal and Material Engineering","topic":"Additive Manufacturing and 3D Printing Technologies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Yield (engineering); Process engineering; Business; Computer science; Materials science; Engineering; Composite material","authors":[{"name":"Carlos Carmona","is_ca":false},{"name":"Manuel José Lis Arias","is_ca":false},{"name":"Óscar García Carmona","is_ca":false},{"name":"Fabrício Maestá Bezerra","is_ca":false},{"name":"Marc Pallarès","is_ca":false},{"name":"Noelia De la Cruz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01174856589458979,"gpt":0.2108953316744126,"spread":0.1991467657798228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006748494,0.001065398,0.0005025177,0.001006042,0.0003633288,0.0003951789,0.0004336652,0.0004473099,0.00206112],"category_scores_gemma":[0.0007243835,0.0003945365,0.000652508,0.0009309017,0.0003274853,0.0005780468,0.0004985941,0.0008939024,0.001002143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005032694,"about_ca_system_score_gemma":0.0002902342,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001090771,"about_ca_topic_score_gemma":0.002399779,"domain_scores_codex":[0.9990693,0.00004546785,0.00008071164,0.0001568615,0.0005498817,0.00009774904],"domain_scores_gemma":[0.9994048,0.0001348187,0.0001369477,0.0000576698,0.0002405499,0.00002525467],"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":[0.00005263439,0.00003693793,0.0002317997,0.00005571985,0.00001295983,0.00004655647,0.00005934164,0.0004579778,0.9935848,0.00005473068,0.00003894627,0.005367619],"study_design_scores_gemma":[0.000001552772,0.0001001952,0.001045817,0.00000332223,0.00001605944,0.00001579256,0.00001563176,0.001192297,0.9972025,0.00001346114,0.0003871325,0.000006277408],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9413531,0.002103255,0.04854479,0.00005775955,0.0001225094,0.0002735435,0.0009610017,0.0007003662,0.005883549],"genre_scores_gemma":[0.9508948,0.002553894,0.03518906,0.00006486227,0.00003445991,0.0005600514,0.0007646999,0.0001938604,0.009744291],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00206112,"threshold_uncertainty_score":0.006895185,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2564386006","doi":"","title":"Comparison between the Performance of Fluidized Bed and Barrel Rectors for the Plasma Activation of Polymer Particles","year":2015,"lang":"en","type":"article","venue":"Journal of Mineral Metal and Material Engineering","topic":"Surface Modification and Superhydrophobicity","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Helium; Contact angle; Polymer; Plasma; Analytical Chemistry (journal); Materials science; Oxygen; Volumetric flow rate; X-ray photoelectron spectroscopy; Fluidized bed; Silicone; Particle size; Chemistry; Chemical engineering; Chromatography; Composite material; Organic chemistry; Thermodynamics","authors":[{"name":"Hisham M. Abourayana","is_ca":false},{"name":"J.N. Barry","is_ca":false},{"name":"Peter Dobbyn","is_ca":false},{"name":"Denis P. Dowling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04318554263173557,"gpt":0.2587830294180962,"spread":0.2155974867863606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006264159,0.0003581881,0.0003645162,0.0003025448,0.0001760755,0.0004919148,0.0005042211,0.0004804197,0.000868527],"category_scores_gemma":[0.001352138,0.0002152571,0.0003437739,0.0002178905,0.0001920348,0.0005713263,0.0003203728,0.0003513165,0.0004833671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001547408,"about_ca_system_score_gemma":0.0001833489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000276116,"about_ca_topic_score_gemma":0.0003180472,"domain_scores_codex":[0.9994167,0.00009750861,0.00004286606,0.00009876994,0.0002640862,0.00008000221],"domain_scores_gemma":[0.9993632,0.0002584279,0.0001028609,0.00006646725,0.0001483195,0.0000607961],"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":[0.0004266129,0.00003024705,0.0005660662,0.000116945,0.00001344219,0.00003926504,0.00006512649,0.0002283358,0.9896353,0.00004519305,0.00004343803,0.008790098],"study_design_scores_gemma":[0.00001187042,0.001071667,0.003685313,0.000006872046,0.00002886815,0.0002174508,0.00005782708,0.001540182,0.9915062,0.0000181669,0.00183939,0.00001625222],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.982327,0.002702079,0.01375315,0.00004490374,0.00004573745,0.00003702579,0.0001082907,0.0002442959,0.0007375338],"genre_scores_gemma":[0.9846944,0.001172249,0.01203737,0.00003537378,0.0000208819,0.0000319372,0.0002514131,0.00006927766,0.001687081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000868527,"threshold_uncertainty_score":0.003312826,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2782909894","doi":"","title":"Influence of Cure Monitoring on the Curing Cycle Time and the Associated Economic Impact","year":2017,"lang":"en","type":"article","venue":"Journal of Mineral Metal and Material Engineering","topic":"Industrial Vision Systems and Defect Detection","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Curing (chemistry); Environmental science; Econometrics; Economics; Operations management; Materials science; Composite material","authors":[{"name":"Christian Hueber","is_ca":false},{"name":"Spiridon Konstantopoulos","is_ca":false},{"name":"Patrick Hergan","is_ca":false},{"name":"Johannes Höfler","is_ca":false},{"name":"Konstantin Horejsi","is_ca":false},{"name":"Ralf Schledjewski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007536578814359828,"gpt":0.214654066891898,"spread":0.2071174880775382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006004715,0.0004525213,0.0003896652,0.0006527397,0.0002216667,0.0005587648,0.0003056515,0.0006100403,0.001987163],"category_scores_gemma":[0.003338031,0.0001976428,0.000318163,0.0005842461,0.0002960768,0.0005182753,0.0002169402,0.0003443263,0.0002339015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002850441,"about_ca_system_score_gemma":0.0003467435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001331407,"about_ca_topic_score_gemma":0.001221341,"domain_scores_codex":[0.9996613,0.00005965072,0.00001163446,0.0000780652,0.0001237558,0.00006562599],"domain_scores_gemma":[0.9972256,0.001938829,0.0002767559,0.0001555311,0.0003311763,0.00007205248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01150198,0.001015207,0.03394013,0.0003851521,0.0001219226,0.0005635596,0.00007863437,0.1173092,0.7086444,0.0008302368,0.0006873556,0.1249222],"study_design_scores_gemma":[0.00007261185,0.003030176,0.1170504,0.00003869509,0.000321009,0.0003674482,0.0001557217,0.2422435,0.6344104,0.0005091814,0.001697997,0.0001029385],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937834,0.0009632393,0.003653799,0.00005667116,0.00003924262,0.0000083438,0.0001755357,0.00007582341,0.001243864],"genre_scores_gemma":[0.9989004,0.0001612885,0.0005103723,0.000006042926,0.000004218473,0.000002506421,0.00004211227,0.00001757097,0.0003554666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001987163,"threshold_uncertainty_score":0.006647706,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}