{"meta":{"query_hash":"9685f5ca02e1","filters":{"venue":"Sen i Gakkaishi"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/9685f5ca02e1","api":"https://metacan.xera.ac/api/v1/cohort?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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.007517315314173453,"score_gpt":0.2513823754203753,"score_spread":0.24386506010620182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1997951138","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.537243,0.0036566101,0.44130513,0.00048703983,0.0005767709,0.001753927,0.0007477992,0.0015175862,0.012712089],"genre_scores_gemma":[0.5290076,0.0038558065,0.45865884,0.00016495648,0.00017402835,0.0012405054,0.0010736837,0.00021453941,0.0056100455],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996643,0.000029817358,0.000036664158,0.00012528927,0.00010338499,0.000040422066],"domain_scores_gemma":[0.99969983,0.00007359943,0.0000658519,0.00004913545,0.00008181947,0.000029705792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005995153,0.0005116952,0.00034108767,0.0006320661,0.0005337475,0.00030590224,0.00029191308,0.00045940487,0.0012871946],"category_scores_gemma":[0.0004371206,0.00019602239,0.00027601287,0.00024398121,0.00030395362,0.00046428517,0.00027919363,0.00078028755,0.0008026153],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010013594,0.000016925142,0.000059677266,0.000040391904,0.0000018343557,0.00010455832,0.000039879735,0.000057209316,0.9960057,0.00022471504,0.000052498668,0.00338663],"study_design_scores_gemma":[0.000010770304,0.00016135247,0.0012710056,0.000015765827,0.000011554176,0.00039059418,0.000026205465,0.0011711492,0.9895578,0.00017000272,0.007199394,0.000014466142],"about_ca_topic_score_codex":0.0003181721,"about_ca_topic_score_gemma":0.0005470343,"teacher_disagreement_score":0.0012871946,"about_ca_system_score_codex":0.000103209044,"about_ca_system_score_gemma":0.00025954522,"threshold_uncertainty_score":0.004306078},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.008902093783113954,"score_gpt":0.21698960031725892,"score_spread":0.20808750653414496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021051540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8968085,0.017497204,0.071231745,0.0006337824,0.00053237326,0.00021260425,0.00079130376,0.0006474245,0.011644998],"genre_scores_gemma":[0.9435328,0.00834966,0.0327802,0.00024300274,0.00008988547,0.00020370279,0.0011776327,0.0000513805,0.013571712],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998927,0.000016925178,0.000009548919,0.00001940855,0.000036609705,0.000024758283],"domain_scores_gemma":[0.99995077,0.000007772038,0.00001582799,0.000003995349,0.000012548512,0.000009084509],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012210413,0.0006609128,0.0002087487,0.0001823108,0.00020462257,0.00016271671,0.00025175526,0.0005133286,0.0008022945],"category_scores_gemma":[0.00013109454,0.00014999707,0.00034862204,0.00016372302,0.00022323942,0.00042144995,0.00018012278,0.0003588151,0.00062876905],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029783583,0.0000041490184,0.000031312837,0.0000770108,0.000004151607,0.000041402454,0.000007208782,0.00005854517,0.99794835,0.00022096571,0.00006108018,0.0015160994],"study_design_scores_gemma":[0.000007682986,0.000089638925,0.00057300203,0.000007225775,0.000010874517,0.00021400292,0.0000070643296,0.00036358438,0.9930646,0.00011810985,0.0055396003,0.0000046104574],"about_ca_topic_score_codex":0.00071425363,"about_ca_topic_score_gemma":0.0009056381,"teacher_disagreement_score":0.0008022945,"about_ca_system_score_codex":0.0002735187,"about_ca_system_score_gemma":0.00024041836,"threshold_uncertainty_score":0.0026839972},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Nanotube; Composite number; Materials science; Composite material; Nanotechnology; Carbon nanotube","score_opus":0.011859897661452738,"score_gpt":0.26389021777130406,"score_spread":0.2520303201098513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037838420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8438761,0.012122975,0.046906624,0.00074902107,0.0016978821,0.00014583845,0.00050791353,0.0005695144,0.093424134],"genre_scores_gemma":[0.9201567,0.0042389776,0.018759968,0.00017735906,0.00018341902,0.0000741164,0.00047637604,0.00008221795,0.055850867],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9999032,0.0000055567994,0.000004917908,0.00003363929,0.000036396446,0.000016387887],"domain_scores_gemma":[0.9998982,0.000009375537,0.000013994003,0.000009812714,0.000050042574,0.000018581948],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000098202545,0.00040177145,0.00019234851,0.00039349456,0.0004335511,0.00025090075,0.00016273657,0.00036376048,0.005231891],"category_scores_gemma":[0.00008991088,0.00014350309,0.00019751242,0.00029331158,0.00013385135,0.00060837937,0.00027838108,0.00033613996,0.0010718656],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009208424,0.000026884945,0.00021193852,0.00009600354,0.000007816813,0.0001108903,0.000041641568,0.00016572919,0.97409344,0.0024357361,0.0011185397,0.021599382],"study_design_scores_gemma":[0.0000100847565,0.00016014774,0.0019090493,0.0000126419545,0.000026162234,0.00044735178,0.000043373973,0.0015780247,0.9675216,0.0006195702,0.027654551,0.000017535018],"about_ca_topic_score_codex":0.00028415414,"about_ca_topic_score_gemma":0.0006741375,"teacher_disagreement_score":0.005231891,"about_ca_system_score_codex":0.00020553615,"about_ca_system_score_gemma":0.00019215934,"threshold_uncertainty_score":0.017502427},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Plentyoffish Media (Canada)","funders":"","keywords":"Optical fiber; Computer science; Telecommunications","score_opus":0.008733263463991498,"score_gpt":0.21350461044924562,"score_spread":0.20477134698525412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945801387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6987481,0.0050624744,0.13976485,0.0026237208,0.0009822509,0.00012547417,0.00039317732,0.0013388584,0.1509611],"genre_scores_gemma":[0.9674585,0.00064625195,0.0059035127,0.00008591386,0.00005912815,0.00001252442,0.00014254186,0.000018860303,0.025672661],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99987924,0.000013481115,0.000003030731,0.000021905436,0.000041114625,0.00004126342],"domain_scores_gemma":[0.99981433,0.00002465136,0.000014918733,0.000012991766,0.000118744334,0.000014418806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013661727,0.00021991269,0.00019314796,0.00037237507,0.00072950096,0.00046084018,0.00028123122,0.00032088847,0.003749022],"category_scores_gemma":[0.00020033354,0.00008856181,0.000083262996,0.00040822173,0.00014395839,0.00051179103,0.0004790839,0.0003247509,0.0008572061],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006981616,0.00025259468,0.022606166,0.0005808755,0.000094639385,0.0013736956,0.0012904627,0.011562427,0.3544506,0.01634741,0.033907708,0.5568352],"study_design_scores_gemma":[0.000060791837,0.0012491241,0.041973826,0.00018123338,0.00019149162,0.0035843682,0.0044791508,0.35428646,0.2675421,0.009645812,0.3166671,0.00013855073],"about_ca_topic_score_codex":0.0020110186,"about_ca_topic_score_gemma":0.0048537054,"teacher_disagreement_score":0.003749022,"about_ca_system_score_codex":0.0002648755,"about_ca_system_score_gemma":0.00044401156,"threshold_uncertainty_score":0.012541711},"labels":[],"label_agreement":null}]}