{"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":"9685f5ca02e1","filters":{"venue":"Sen i Gakkaishi"}},"results":[{"id":"W1997951138","doi":"10.2115/fiber.64.24","title":"Establishment of Nanofiber Preparation Technique by Electrospinning","year":2008,"lang":"en","type":"article","venue":"Sen i Gakkaishi","topic":"Electrospun Nanofibers in Biomedical Applications","field":"Materials Science","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"Waseda University","keywords":"Electrospinning; Nanofiber; Nozzle; Materials science; Fiber; Polymer; Nanotechnology; Composite material; Mechanical engineering; Engineering","authors":[{"name":"Yoshihiro Yamashita","is_ca":false},{"name":"Frank Ko","is_ca":true},{"name":"Hajime Miyake","is_ca":false},{"name":"Akio Higashiyama","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007517315314173453,"gpt":0.2513823754203753,"spread":0.2438650601062018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005995153,0.0005116952,0.0003410877,0.0006320661,0.0005337475,0.0003059022,0.0002919131,0.0004594049,0.001287195],"category_scores_gemma":[0.0004371206,0.0001960224,0.0002760129,0.0002439812,0.0003039536,0.0004642852,0.0002791936,0.0007802875,0.0008026153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103209,"about_ca_system_score_gemma":0.0002595452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003181721,"about_ca_topic_score_gemma":0.0005470343,"domain_scores_codex":[0.9996643,0.00002981736,0.00003666416,0.0001252893,0.000103385,0.00004042207],"domain_scores_gemma":[0.9996998,0.00007359943,0.0000658519,0.00004913545,0.00008181947,0.00002970579],"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":[0.00001001359,0.00001692514,0.00005967727,0.0000403919,0.000001834356,0.0001045583,0.00003987973,0.00005720932,0.9960057,0.000224715,0.00005249867,0.00338663],"study_design_scores_gemma":[0.0000107703,0.0001613525,0.001271006,0.00001576583,0.00001155418,0.0003905942,0.00002620547,0.001171149,0.9895578,0.0001700027,0.007199394,0.00001446614],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.537243,0.00365661,0.4413051,0.0004870398,0.0005767709,0.001753927,0.0007477992,0.001517586,0.01271209],"genre_scores_gemma":[0.5290076,0.003855807,0.4586588,0.0001649565,0.0001740283,0.001240505,0.001073684,0.0002145394,0.005610046],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001287195,"threshold_uncertainty_score":0.004306078,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021051540","doi":"10.2115/fiber.56.272","title":"Modified Polysulfone Membranes. IV. Gas Separation with Aminated Polysulfone Membranes.","year":2000,"lang":"en","type":"article","venue":"Sen i Gakkaishi","topic":"Membrane Separation and Gas Transport","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Polysulfone; Membrane; Amine gas treating; Gas separation; Permeation; Polymer chemistry; Chemistry; Chemical engineering; Materials science; Chromatography; Organic chemistry; Biochemistry","authors":[{"name":"Masakazu Yoshikawa","is_ca":false},{"name":"Akio Niimi","is_ca":false},{"name":"Michael D. Guiver","is_ca":true},{"name":"Gilles P. Robertson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008902093783113954,"gpt":0.2169896003172589,"spread":0.208087506534145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001221041,0.0006609128,0.0002087487,0.0001823108,0.0002046226,0.0001627167,0.0002517553,0.0005133286,0.0008022945],"category_scores_gemma":[0.0001310945,0.0001499971,0.000348622,0.000163723,0.0002232394,0.0004214499,0.0001801228,0.0003588151,0.000628769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002735187,"about_ca_system_score_gemma":0.0002404184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007142536,"about_ca_topic_score_gemma":0.0009056381,"domain_scores_codex":[0.9998927,0.00001692518,0.000009548919,0.00001940855,0.0000366097,0.00002475828],"domain_scores_gemma":[0.9999508,0.000007772038,0.00001582799,0.000003995349,0.00001254851,0.000009084509],"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":[0.00002978358,0.000004149018,0.00003131284,0.0000770108,0.000004151607,0.00004140245,0.000007208782,0.00005854517,0.9979483,0.0002209657,0.00006108018,0.001516099],"study_design_scores_gemma":[0.000007682986,0.00008963892,0.000573002,0.000007225775,0.00001087452,0.0002140029,0.00000706433,0.0003635844,0.9930646,0.0001181098,0.0055396,0.000004610457],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8968085,0.0174972,0.07123175,0.0006337824,0.0005323733,0.0002126043,0.0007913038,0.0006474245,0.011645],"genre_scores_gemma":[0.9435328,0.00834966,0.0327802,0.0002430027,0.00008988547,0.0002037028,0.001177633,0.0000513805,0.01357171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008022945,"threshold_uncertainty_score":0.002683997,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2037838420","doi":"10.2115/fiber.63.p_380","title":"Nanotube Composite Fibers","year":2007,"lang":"mg","type":"article","venue":"Sen i Gakkaishi","topic":"Carbon Nanotubes in Composites","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Nanotube; Composite number; Materials science; Composite material; Nanotechnology; Carbon nanotube","authors":[{"name":"Philippe Poulin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01185989766145274,"gpt":0.2638902177713041,"spread":0.2520303201098513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009820254,0.0004017715,0.0001923485,0.0003934946,0.0004335511,0.0002509007,0.0001627366,0.0003637605,0.005231891],"category_scores_gemma":[0.00008991088,0.0001435031,0.0001975124,0.0002933116,0.0001338514,0.0006083794,0.0002783811,0.00033614,0.001071866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002055362,"about_ca_system_score_gemma":0.0001921593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002841541,"about_ca_topic_score_gemma":0.0006741375,"domain_scores_codex":[0.9999032,0.000005556799,0.000004917908,0.00003363929,0.00003639645,0.00001638789],"domain_scores_gemma":[0.9998982,0.000009375537,0.000013994,0.000009812714,0.00005004257,0.00001858195],"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":[0.00009208424,0.00002688495,0.0002119385,0.00009600354,0.000007816813,0.0001108903,0.00004164157,0.0001657292,0.9740934,0.002435736,0.00111854,0.02159938],"study_design_scores_gemma":[0.00001008476,0.0001601477,0.001909049,0.00001264195,0.00002616223,0.0004473518,0.00004337397,0.001578025,0.9675216,0.0006195702,0.02765455,0.00001753502],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8438761,0.01212297,0.04690662,0.0007490211,0.001697882,0.0001458385,0.0005079135,0.0005695144,0.09342413],"genre_scores_gemma":[0.9201567,0.004238978,0.01875997,0.0001773591,0.000183419,0.0000741164,0.000476376,0.00008221795,0.05585087],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005231891,"threshold_uncertainty_score":0.01750243,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2945801387","doi":"10.2115/fiber.75.p-258","title":"High-Speed In-Vehicle Optical Fiber Communication","year":2019,"lang":"mg","type":"article","venue":"Sen i Gakkaishi","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Plentyoffish Media (Canada)","funders":"","keywords":"Optical fiber; Computer science; Telecommunications","authors":[{"name":"Okihiro Sugihara","is_ca":false},{"name":"Satoshi Takahashi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008733263463991498,"gpt":0.2135046104492456,"spread":0.2047713469852541,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001366173,0.0002199127,0.000193148,0.0003723751,0.000729501,0.0004608402,0.0002812312,0.0003208885,0.003749022],"category_scores_gemma":[0.0002003335,0.00008856181,0.000083263,0.0004082217,0.0001439584,0.000511791,0.0004790839,0.0003247509,0.0008572061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002648755,"about_ca_system_score_gemma":0.0004440116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002011019,"about_ca_topic_score_gemma":0.004853705,"domain_scores_codex":[0.9998792,0.00001348112,0.000003030731,0.00002190544,0.00004111462,0.00004126342],"domain_scores_gemma":[0.9998143,0.00002465136,0.00001491873,0.00001299177,0.0001187443,0.00001441881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006981616,0.0002525947,0.02260617,0.0005808755,0.00009463938,0.001373696,0.001290463,0.01156243,0.3544506,0.01634741,0.03390771,0.5568352],"study_design_scores_gemma":[0.00006079184,0.001249124,0.04197383,0.0001812334,0.0001914916,0.003584368,0.004479151,0.3542865,0.2675421,0.009645812,0.3166671,0.0001385507],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6987481,0.005062474,0.1397648,0.002623721,0.0009822509,0.0001254742,0.0003931773,0.001338858,0.1509611],"genre_scores_gemma":[0.9674585,0.000646252,0.005903513,0.00008591386,0.00005912815,0.00001252442,0.0001425419,0.0000188603,0.02567266],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003749022,"threshold_uncertainty_score":0.01254171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}