{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":13,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":13,"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":"e0cbca29ce4b","filters":{"venue":"Bridges"}},"results":[{"id":"W2296764104","doi":"10.1007/978-3-319-17843-1_10","title":"Structural Health Monitoring","year":2015,"lang":"en","type":"book-chapter","venue":"Bridges","topic":"Structural Health Monitoring Techniques","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science","authors":[{"name":"Baidar Bakht","is_ca":true},{"name":"Aftab A. Mufti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0751354280084728,"gpt":0.3209982802954333,"spread":0.2458628522869605,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003797779,0.001074393,0.0004497094,0.001340485,0.0004873928,0.001344047,0.001073355,0.001070044,0.03659101],"category_scores_gemma":[0.0009358413,0.0004147876,0.0003209038,0.001151762,0.0006743129,0.002078072,0.001139536,0.001239049,0.01510708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000544733,"about_ca_system_score_gemma":0.0005460979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009619005,"about_ca_topic_score_gemma":0.002130636,"domain_scores_codex":[0.9995716,0.00003521803,0.000009693237,0.0001051907,0.0002570817,0.00002132627],"domain_scores_gemma":[0.9996933,0.00009852178,0.00001981291,0.00006262599,0.0001111498,0.00001458648],"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":[0.00002043378,0.00003691768,0.0001562298,0.0002053465,0.000008583301,0.00004706503,0.0001620748,0.003437615,0.009061129,0.06624201,0.06609779,0.8545247],"study_design_scores_gemma":[0.000006955112,0.00006296993,0.001093167,0.0004204704,0.00002764191,0.0005251857,0.0001546923,0.01890931,0.01312348,0.08750406,0.8781332,0.00003887816],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.003150751,0.01108945,0.5434957,0.001242884,0.001239026,0.0001203313,0.0004318769,0.002627882,0.4366021],"genre_scores_gemma":[0.05634092,0.01627047,0.1626413,0.0008223349,0.0008586555,0.0001531181,0.001038899,0.000663205,0.7612112],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03659101,"threshold_uncertainty_score":0.1224092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2340023148","doi":"10.1007/978-3-319-17843-1_4","title":"Arching in Deck Slabs","year":2015,"lang":"en","type":"book-chapter","venue":"Bridges","topic":"Structural Engineering and Vibration Analysis","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Slab; Deck; Bridge (graph theory); Girder; Bridge deck; Structural engineering; Term (time); Geology; Engineering; Forensic engineering; Physics","authors":[{"name":"Baidar Bakht","is_ca":true},{"name":"Aftab A. Mufti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02557383236961007,"gpt":0.2238213887408095,"spread":0.1982475563711995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001755145,0.0007136749,0.0003664538,0.0006811958,0.001040395,0.001619745,0.0007955036,0.0009184119,0.03741238],"category_scores_gemma":[0.0004513164,0.0003462513,0.0003183827,0.0007159106,0.001190657,0.001294223,0.0008839234,0.001795842,0.007464719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007484914,"about_ca_system_score_gemma":0.0005896233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002182896,"about_ca_topic_score_gemma":0.007005613,"domain_scores_codex":[0.9998708,0.00002093124,0.000004790114,0.00002127804,0.000066351,0.00001581278],"domain_scores_gemma":[0.9999417,0.00002184089,0.00000277348,0.0000123619,0.00001590245,0.000005462643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003001174,0.0000389612,0.0001160061,0.0002349863,0.000008498688,0.0001015997,0.0008407465,0.005840575,0.002864902,0.6320549,0.07660851,0.2812603],"study_design_scores_gemma":[0.000005045089,0.00002796087,0.0005341207,0.0003518924,0.000007548612,0.0002204188,0.0004434583,0.005465253,0.001646557,0.1952913,0.7959906,0.0000157796],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007068834,0.01259144,0.06198582,0.0009686432,0.001713012,0.00003359415,0.0001473602,0.0003734888,0.9151177],"genre_scores_gemma":[0.04417334,0.008531495,0.01790418,0.0002480799,0.0003434023,0.00002607487,0.0001826542,0.0002361318,0.9283547],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03741238,"threshold_uncertainty_score":0.1251569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4241763289","doi":"10.1007/978-3-319-17843-1_6","title":"Wood Bridges","year":2015,"lang":"en","type":"book-chapter","venue":"Bridges","topic":"Civil and Structural Engineering Research","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":"University of Manitoba","funders":"","keywords":"Environmental science","authors":[{"name":"Baidar Bakht","is_ca":true},{"name":"Aftab A. Mufti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03078185573712654,"gpt":0.2370973300136183,"spread":0.2063154742764917,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001521499,0.0008866387,0.0002890344,0.001081121,0.001148659,0.00190203,0.0006252576,0.0008727591,0.2274391],"category_scores_gemma":[0.0003321853,0.0002324899,0.0002392325,0.0009575963,0.000492382,0.002023075,0.001125946,0.001129066,0.09647069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006919694,"about_ca_system_score_gemma":0.0006421966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00204913,"about_ca_topic_score_gemma":0.01124263,"domain_scores_codex":[0.9998621,0.00001303304,0.000004273433,0.0000342469,0.00006586227,0.00002037703],"domain_scores_gemma":[0.9999478,0.000007177246,0.000002985357,0.00000958427,0.00002207029,0.00001037772],"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":[0.00001578737,0.00004397982,0.0001121933,0.0001250488,0.000002880359,0.00005856165,0.000354748,0.0005073183,0.0009815212,0.1893329,0.3976191,0.4108458],"study_design_scores_gemma":[8.053283e-7,0.00000474088,0.00009571969,0.00004194056,8.84896e-7,0.00003413498,0.00005231578,0.00007898882,0.0001096193,0.007733209,0.9918461,0.000001537456],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005620943,0.001893252,0.00306671,0.0002766415,0.0004914888,0.00001948555,0.0001330038,0.0001368454,0.9934205],"genre_scores_gemma":[0.002517553,0.001066024,0.0007250973,0.0001294719,0.00006969821,0.00001033954,0.0001326996,0.00005207694,0.995297],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2274391,"threshold_uncertainty_score":0.7608597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2320974596","doi":"10.1007/978-3-319-17843-1_1","title":"Loads and Codes","year":2015,"lang":"en","type":"book-chapter","venue":"Bridges","topic":"Structural Analysis and Optimization","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":"University of Manitoba","funders":"","keywords":"Computer science","authors":[{"name":"Baidar Bakht","is_ca":true},{"name":"Aftab A. Mufti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01890042204883053,"gpt":0.2015153908652203,"spread":0.1826149688163898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003107974,0.001199221,0.0006636746,0.0017679,0.001113084,0.002112482,0.00107979,0.001182737,0.1362277],"category_scores_gemma":[0.001288527,0.0004473246,0.0003559093,0.001694993,0.001391676,0.002697801,0.001644746,0.001857969,0.06225382],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001368887,"about_ca_system_score_gemma":0.001321527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003538759,"about_ca_topic_score_gemma":0.007080434,"domain_scores_codex":[0.9994591,0.00005711769,0.00001931429,0.00006787967,0.0003605721,0.0000360289],"domain_scores_gemma":[0.9997942,0.00003829049,0.000008552527,0.00005579666,0.00008770132,0.00001546388],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001430564,0.00003138319,0.00006157566,0.0001259874,0.000004374534,0.00002172791,0.0001976468,0.002989344,0.0009027384,0.4159192,0.2668564,0.3128752],"study_design_scores_gemma":[0.000002445934,0.000007154809,0.0000851312,0.0001105056,0.000001937916,0.00003047873,0.00004238051,0.001574846,0.0003679462,0.0758108,0.9219595,0.000006738405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000672904,0.004331884,0.03643754,0.001322319,0.001557849,0.00004042564,0.0003804496,0.0006179628,0.9546387],"genre_scores_gemma":[0.007705559,0.003661862,0.007842355,0.0003711755,0.0004468132,0.00007611245,0.000469524,0.00045998,0.9789666],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1362277,"threshold_uncertainty_score":0.4557269,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2339000333","doi":"10.1007/978-3-319-17843-1_11","title":"Bridge Weighing-in-Motion","year":2015,"lang":"en","type":"book-chapter","venue":"Bridges","topic":"Structural Engineering and Vibration Analysis","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":"University of Manitoba","funders":"","keywords":"Truck; Weigh in motion; Bridge (graph theory); Engineering; Structural engineering; Structural load; Transport engineering; Marine engineering; Automotive engineering","authors":[{"name":"Baidar Bakht","is_ca":true},{"name":"Aftab A. Mufti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02799028330356782,"gpt":0.2256229985554652,"spread":0.1976327152518974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002627519,0.001055927,0.0005204235,0.0006621349,0.0005039981,0.001025296,0.0009550033,0.0009281058,0.05294968],"category_scores_gemma":[0.0006836958,0.0003658349,0.0003060478,0.0006251762,0.0007339196,0.001879359,0.001190706,0.001071081,0.02135585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005491342,"about_ca_system_score_gemma":0.0004376706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000865012,"about_ca_topic_score_gemma":0.002388569,"domain_scores_codex":[0.9997832,0.00002391016,0.000006745932,0.0000431337,0.0001300766,0.0000129431],"domain_scores_gemma":[0.9999205,0.00002646086,0.000003984855,0.0000156267,0.00002690592,0.00000658109],"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":[0.00002297065,0.00003772087,0.00009858842,0.0002081311,0.000008410328,0.00005414377,0.0001684928,0.005093628,0.003362091,0.3390965,0.1169899,0.5348595],"study_design_scores_gemma":[0.000004418253,0.00002327276,0.0003007886,0.0001575216,0.000007516899,0.0001571865,0.00006499229,0.009474119,0.001873703,0.1190246,0.8688956,0.00001621352],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00186256,0.007959011,0.2048579,0.0008089178,0.002400064,0.00004474257,0.0001918506,0.0009311923,0.7809438],"genre_scores_gemma":[0.01962212,0.004923931,0.03101068,0.0002536752,0.0004969495,0.00004893955,0.0002755262,0.0005722039,0.9427959],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05294968,"threshold_uncertainty_score":0.1771343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233941701","doi":"10.1007/978-3-319-17843-1_12","title":"Bridge Aesthetics","year":2015,"lang":"en","type":"book-chapter","venue":"Bridges","topic":"Structural Engineering and Vibration Analysis","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":"University of Manitoba","funders":"","keywords":"Bridge (graph theory); Aesthetics; Structural engineering; Engineering; Art; Medicine","authors":[{"name":"Baidar Bakht","is_ca":true},{"name":"Aftab A. Mufti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03255589441651004,"gpt":0.2279075533038919,"spread":0.1953516588873819,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002560023,0.0007764354,0.0002880182,0.001162543,0.001652689,0.003264029,0.0007048132,0.001152147,0.1399509],"category_scores_gemma":[0.0006471074,0.0002019328,0.0002813924,0.0007724355,0.001206462,0.002622364,0.00208952,0.001933082,0.03932996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001306297,"about_ca_system_score_gemma":0.0008000691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001772708,"about_ca_topic_score_gemma":0.00846928,"domain_scores_codex":[0.9997625,0.00003870631,0.000005714186,0.00003567027,0.000125066,0.00003240507],"domain_scores_gemma":[0.9999095,0.00001493576,0.000003501605,0.00001234537,0.00003917853,0.00002048837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001280166,0.00002818359,0.0000834437,0.00009922593,0.000002698336,0.00006756227,0.0009775632,0.00036558,0.0005112028,0.3571191,0.4501227,0.1906099],"study_design_scores_gemma":[0.00000108427,0.00000391325,0.0000762871,0.00007763127,0.000001079982,0.00006425317,0.0002341822,0.0001197783,0.00006353046,0.02291912,0.9764364,0.000002855038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006837675,0.002207944,0.002862739,0.001237928,0.001177584,0.00001163601,0.00005068027,0.00008453218,0.9916832],"genre_scores_gemma":[0.006067769,0.001476985,0.0009824046,0.0004793955,0.0003214069,0.00001648771,0.00006459848,0.0001294585,0.9904616],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1399509,"threshold_uncertainty_score":0.4681825,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4243355960","doi":"10.1007/978-3-319-17843-1_5","title":"Cantilever Slabs","year":2015,"lang":"ca","type":"book-chapter","venue":"Bridges","topic":"Structural Analysis and Optimization","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":"University of Manitoba","funders":"","keywords":"Cantilever; Materials science; Structural engineering; Composite material; Engineering","authors":[{"name":"Baidar Bakht","is_ca":true},{"name":"Aftab A. Mufti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03125704434823401,"gpt":0.2235687337563048,"spread":0.1923116894080708,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002057026,0.001116762,0.0005777015,0.00100196,0.001102663,0.001349738,0.001144355,0.001081319,0.09329033],"category_scores_gemma":[0.0005040478,0.0005774361,0.0004082377,0.0007757472,0.0008849751,0.001346967,0.001384064,0.001795845,0.02621865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008772116,"about_ca_system_score_gemma":0.001039099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003242825,"about_ca_topic_score_gemma":0.009463968,"domain_scores_codex":[0.999785,0.00001609719,0.000005473817,0.00004667677,0.0001228844,0.00002389971],"domain_scores_gemma":[0.9999065,0.00001518284,0.000004456711,0.00002148303,0.00003935742,0.00001305778],"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":[0.00002621409,0.00003496843,0.00008942116,0.0001712875,0.000009568722,0.00005351959,0.000170083,0.003377374,0.005802736,0.380756,0.2281965,0.3813124],"study_design_scores_gemma":[0.00000754657,0.00002000562,0.0002682718,0.00014598,0.000008992714,0.0001454148,0.00007031336,0.004611923,0.001927841,0.06465108,0.9281278,0.00001472772],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001957097,0.005038983,0.07085546,0.0009626854,0.001183446,0.00005188259,0.0003646456,0.0008445621,0.9187412],"genre_scores_gemma":[0.02421788,0.004072247,0.0300931,0.000395556,0.0002983422,0.0001060787,0.0004410051,0.000329688,0.940046],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09329033,"threshold_uncertainty_score":0.3120872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2337423889","doi":"10.1007/978-3-319-17843-1_8","title":"Fibre Reinforced Bridges","year":2015,"lang":"en","type":"book-chapter","venue":"Bridges","topic":"Structural Behavior of Reinforced Concrete","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":"University of Manitoba","funders":"","keywords":"Structural engineering; Engineering","authors":[{"name":"Baidar Bakht","is_ca":true},{"name":"Aftab A. Mufti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02718855809437389,"gpt":0.2320688676702465,"spread":0.2048803095758726,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001520632,0.0008026896,0.0003030664,0.0007914576,0.0006576587,0.001153518,0.0006254078,0.0008515068,0.06964374],"category_scores_gemma":[0.000358979,0.0002360278,0.000204435,0.0008404856,0.0005382174,0.001712566,0.0009149231,0.0008271731,0.0240726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006865001,"about_ca_system_score_gemma":0.0005551539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001936604,"about_ca_topic_score_gemma":0.006253133,"domain_scores_codex":[0.9998579,0.00001411787,0.000004256227,0.00003099643,0.00007858511,0.00001408466],"domain_scores_gemma":[0.9999434,0.00001066867,0.000003744325,0.00000939155,0.00002571904,0.000007156102],"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":[0.00001519076,0.00005720002,0.0001147692,0.0002149142,0.00000558676,0.00008675952,0.0003349633,0.00192998,0.002993498,0.3054905,0.2054487,0.4833079],"study_design_scores_gemma":[0.000001367378,0.000008858189,0.0001763794,0.0001039649,0.000001959093,0.00008831564,0.00005081926,0.0005016049,0.000400334,0.03012256,0.9685398,0.000003949989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001246762,0.01016023,0.01348114,0.0005362185,0.0009840592,0.00003085327,0.0001481588,0.0002141198,0.9731984],"genre_scores_gemma":[0.008317641,0.006486672,0.003697605,0.0001821624,0.0002179411,0.00002015123,0.0001681448,0.00006609256,0.9808436],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06964374,"threshold_uncertainty_score":0.2329815,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2313105454","doi":"10.1007/978-3-319-17843-1_3","title":"Analysis by Computer","year":2015,"lang":"en","type":"book-chapter","venue":"Bridges","topic":"Railway Engineering and Dynamics","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":"University of Manitoba","funders":"","keywords":"Finite element method; Idealization; Bridge (graph theory); Structural engineering; Simple (philosophy); Range (aeronautics); Computer science; Superstructure; Term (time); Engineering","authors":[{"name":"Baidar Bakht","is_ca":true},{"name":"Aftab A. Mufti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01049177221804414,"gpt":0.1904327507157202,"spread":0.1799409784976761,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001123832,0.001996628,0.00185673,0.00243477,0.0009628917,0.003109418,0.001728455,0.0008460952,0.1203922],"category_scores_gemma":[0.00589232,0.0009153002,0.001438328,0.002144321,0.001261905,0.00402653,0.002645651,0.00196624,0.06410851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020622,"about_ca_system_score_gemma":0.001136405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001968874,"about_ca_topic_score_gemma":0.001900883,"domain_scores_codex":[0.9979569,0.0004222499,0.0001290067,0.0005622767,0.0008040313,0.0001255403],"domain_scores_gemma":[0.9982148,0.0006212599,0.00005522705,0.0006968346,0.0003870133,0.00002492017],"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":[0.0001092138,0.00008848678,0.0003850302,0.000355832,0.00008251769,0.00007291855,0.0001214308,0.01481105,0.003236633,0.1628581,0.1226732,0.6952055],"study_design_scores_gemma":[0.00005380299,0.00003916681,0.0006242163,0.0002329949,0.0000828578,0.0002741241,0.0001243248,0.2205265,0.01018826,0.4214633,0.3463489,0.00004164398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.001138829,0.0009932007,0.9179139,0.0004608031,0.0002890938,0.00009782479,0.0005835299,0.01050789,0.06801491],"genre_scores_gemma":[0.08362851,0.002784955,0.7236873,0.0007183074,0.0006092392,0.0006524546,0.00452724,0.00630189,0.1770902],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1203922,"threshold_uncertainty_score":0.4027519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2338218549","doi":"10.1007/978-3-319-17843-1_9","title":"Rehabilitation with FRPs","year":2015,"lang":"en","type":"book-chapter","venue":"Bridges","topic":"Structural Behavior of Reinforced Concrete","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":"University of Manitoba","funders":"","keywords":"Rehabilitation; Engineering; Structural engineering; Bridge (graph theory); Activity-based costing; Forensic engineering; Construction engineering; Medicine; Business; Physical therapy; Surgery","authors":[{"name":"Baidar Bakht","is_ca":true},{"name":"Aftab A. Mufti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01641904830011615,"gpt":0.2147257352799623,"spread":0.1983066869798462,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002386677,0.001131366,0.0004034481,0.0009942794,0.0007815861,0.001056021,0.0009058646,0.001370658,0.06274986],"category_scores_gemma":[0.0003915318,0.0001764823,0.0004051045,0.0006758883,0.0008365648,0.001390209,0.001262288,0.001011945,0.01880248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007507316,"about_ca_system_score_gemma":0.0007123683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002178688,"about_ca_topic_score_gemma":0.006869947,"domain_scores_codex":[0.9997936,0.00003205317,0.000008411766,0.00003889197,0.0001001334,0.000026862],"domain_scores_gemma":[0.9999589,0.00001163196,0.00000365695,0.000006968236,0.000013296,0.000005500837],"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":[0.00002348159,0.0001003579,0.0001097676,0.0004511514,0.000008633889,0.0001896979,0.0005134072,0.001515095,0.002846822,0.1451679,0.1423086,0.7067651],"study_design_scores_gemma":[0.000003488228,0.00003418198,0.0005379373,0.0004614937,0.000005240397,0.0006384211,0.0001595074,0.0006037847,0.0007113122,0.03038322,0.9664529,0.000008538775],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003506308,0.01783706,0.02585454,0.001767974,0.001154842,0.00006085925,0.0001642146,0.0003120473,0.9493421],"genre_scores_gemma":[0.02155826,0.01472612,0.01198562,0.0006820731,0.0003129192,0.00005846788,0.000216936,0.0001351213,0.9503245],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06274986,"threshold_uncertainty_score":0.2099192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2023747843","doi":"10.2979/bridges.16.1.51","title":"Translations Tel Aviv to Toronto","year":2011,"lang":"en","type":"article","venue":"Bridges","topic":"Translation Studies and Practices","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Tel aviv; Library science; Computer science","authors":[{"name":"Dara Barnat","is_ca":false},{"name":"Gili Haimovich","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1318527785090188,"gpt":0.2783155991687038,"spread":0.146462820659685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008450787,0.001342309,0.0008709722,0.004396836,0.002795669,0.004702955,0.0009018028,0.0009939413,0.5417005],"category_scores_gemma":[0.002899888,0.0005467028,0.0004036426,0.006937305,0.001531586,0.001829005,0.002373383,0.001928874,0.2405112],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01447828,"about_ca_system_score_gemma":0.01134021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4334946,"about_ca_topic_score_gemma":0.6468142,"domain_scores_codex":[0.9991154,0.0001153192,0.00007577982,0.0001616281,0.0003530973,0.0001787611],"domain_scores_gemma":[0.9977748,0.0002284927,0.0001447367,0.0002948613,0.001273917,0.0002831762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002987976,0.000005992816,0.0001475376,0.0002013635,0.000003630628,0.00006523613,0.0006940408,0.00007814038,0.0001782708,0.01086802,0.9534253,0.03430268],"study_design_scores_gemma":[0.000003882721,0.000005103152,0.001335755,0.0001260879,0.00000208621,0.00002312502,0.0007143397,0.00001790281,0.0000664159,0.0005424338,0.9971589,0.000004004887],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002248934,0.01622488,0.0007617918,0.01462748,0.01288958,0.0001032333,0.02218015,0.0007128975,0.930251],"genre_scores_gemma":[0.01015436,0.005410389,0.0004250226,0.0004936599,0.0005062089,0.00004928891,0.004863405,0.0003716439,0.977726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5417005,"threshold_uncertainty_score":0.8619427,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2265100706","doi":"10.1007/978-3-319-17843-1_2","title":"Analysis by Manual Calculations","year":2015,"lang":"en","type":"book-chapter","venue":"Bridges","topic":"Mechanical Engineering and Vibrations Research","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":"University of Manitoba","funders":"","keywords":"Term (time); Structural engineering; Bending moment; Meaning (existential); Bending; Computer science; Engineering; Statistical physics; Physics; Epistemology; Philosophy","authors":[{"name":"Baidar Bakht","is_ca":true},{"name":"Aftab Mufti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03409331089190067,"gpt":0.2784872289349091,"spread":0.2443939180430084,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009408143,0.002870733,0.002087757,0.003424097,0.001817378,0.002753397,0.003507609,0.00106262,0.3218765],"category_scores_gemma":[0.005468305,0.001199392,0.001744298,0.002213422,0.0009737057,0.002885076,0.002663147,0.002076709,0.2012487],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009828199,"about_ca_system_score_gemma":0.001105545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002667218,"about_ca_topic_score_gemma":0.003414638,"domain_scores_codex":[0.9983273,0.0001791672,0.00009322557,0.0003233007,0.0009634273,0.0001137024],"domain_scores_gemma":[0.9980914,0.0004034532,0.00004729392,0.00071735,0.0007210386,0.00001957087],"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":[0.0001150081,0.00009741768,0.0002765275,0.000558242,0.00006327432,0.0001256679,0.0002152038,0.005708285,0.0089317,0.05609955,0.2613066,0.6665025],"study_design_scores_gemma":[0.00008129969,0.0001063377,0.001354637,0.0003146988,0.0001514003,0.0006373692,0.0002700618,0.07366198,0.03882951,0.1232143,0.7612423,0.0001360884],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.002307785,0.000323314,0.8045056,0.0003122829,0.0007913175,0.000265744,0.002964058,0.03656144,0.1519684],"genre_scores_gemma":[0.03584669,0.0005673242,0.5700238,0.0004605494,0.0003072245,0.0006304159,0.00866058,0.02687183,0.3566317],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3218765,"threshold_uncertainty_score":0.9672609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W599593616","doi":"10.1007/978-3-319-17843-1_7","title":"Soil-Steel Bridges","year":2015,"lang":"fr","type":"book-chapter","venue":"Bridges","topic":"Geotechnical Engineering and Underground Structures","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":"University of Manitoba","funders":"","keywords":"Environmental science; Materials science","authors":[{"name":"Baidar Bakht","is_ca":true},{"name":"Aftab A. Mufti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02382993990632667,"gpt":0.2214443155080759,"spread":0.1976143756017493,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001322298,0.001011889,0.0002621513,0.001122903,0.0008755383,0.001522976,0.0007061627,0.001137336,0.08182378],"category_scores_gemma":[0.0003613466,0.0002021755,0.0002758858,0.001036787,0.0007370127,0.001771099,0.0008681113,0.001001031,0.02932663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271662,"about_ca_system_score_gemma":0.0009499206,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005956344,"about_ca_topic_score_gemma":0.01701588,"domain_scores_codex":[0.9998597,0.00002249756,0.00000443614,0.00002898637,0.00006297711,0.00002151101],"domain_scores_gemma":[0.9999571,0.000008302731,0.000003581799,0.000006380889,0.00001831694,0.000006262289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001294022,0.00004301547,0.0001012528,0.0001768911,0.000004195169,0.00008739727,0.000386423,0.0009516334,0.0008916151,0.35907,0.2970438,0.3412308],"study_design_scores_gemma":[0.000001348805,0.00001062974,0.0001694857,0.00008216214,0.000001722397,0.00007465247,0.00008004047,0.0001787104,0.000133094,0.01880411,0.9804615,0.00000254922],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001069157,0.007436433,0.003529709,0.0006116171,0.0006156617,0.0000161082,0.000106916,0.00009122246,0.9865232],"genre_scores_gemma":[0.0102849,0.00558468,0.001441936,0.0002885101,0.0002438477,0.00001592731,0.0001688333,0.00006346024,0.9819079],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08182378,"threshold_uncertainty_score":0.2737278,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}