{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"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":"dcb7080edace","filters":{"venue":"ACM Press eBooks"}},"results":[{"id":"W376585898","doi":"","title":"Proceedings of the Fifth Workshop on Software Engineering Properties of Languages and Aspect Technologies (SPLAT 2007) : held at the Sixth International Conference on Aspect-Oriented Software Development, March 12-16, Vancouver, British Columbia, Canada","year":2007,"lang":"en","type":"book","venue":"ACM Press eBooks","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Aspect-oriented programming; Engineering; Software; Software engineering; Library science; Computer science; Programming language","authors":[{"name":"Aspect Technologies","is_ca":false},{"name":"Lodewijk Bergmans","is_ca":false},{"name":"AOSD-Europe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03255606818746103,"gpt":0.2434720122222328,"spread":0.2109159440347718,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001933886,0.0009079121,0.001112814,0.001062326,0.0007467836,0.004134131,0.001106329,0.001064645,0.03381615],"category_scores_gemma":[0.002287927,0.0005923889,0.000772225,0.001290715,0.0007132802,0.002415759,0.001439355,0.002442983,0.01048629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010449,"about_ca_system_score_gemma":0.002133971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004387075,"about_ca_topic_score_gemma":0.01119449,"domain_scores_codex":[0.9990344,0.0002031785,0.00005506189,0.0001364454,0.0004940479,0.00007691931],"domain_scores_gemma":[0.998221,0.0005757933,0.00004754147,0.000191742,0.0007551112,0.0002087255],"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":[0.0002001648,0.0002432391,0.0004848612,0.0004842604,0.00003299541,0.0002128566,0.0006965085,0.001357647,0.006948215,0.02100035,0.4189906,0.5493483],"study_design_scores_gemma":[0.00004374048,0.0001368528,0.001189075,0.0004190883,0.00005532912,0.0005807959,0.0001952986,0.005654347,0.006247253,0.01510228,0.9703418,0.00003408325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02341514,0.05614037,0.4667649,0.01498621,0.03158307,0.0006073467,0.001753664,0.004044852,0.4007044],"genre_scores_gemma":[0.04468332,0.03783093,0.1100461,0.001895372,0.003906125,0.0002694519,0.005175048,0.00246285,0.7937309],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03381615,"threshold_uncertainty_score":0.1131263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W639301474","doi":"","title":"3rd Workshop on Testing Aspect-Oriented Programs, WTAOP '07 : held at the 6th International Conference on Aspect-Oriented Software Development, March 12-16, 2007, Vancouver, British Columbia, Canada","year":2007,"lang":"en","type":"book","venue":"ACM Press eBooks","topic":"Advanced Software Engineering Methodologies","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; Software testing; Engineering; Software engineering; Software; Computer science; Programming language","authors":[{"name":"Dianxiang Xu","is_ca":false},{"name":"Roger T. Alexander","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07904052274892635,"gpt":0.2823247618201397,"spread":0.2032842390712133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004683267,0.001914536,0.001797411,0.002262924,0.000946948,0.004565641,0.002602362,0.00222309,0.02195933],"category_scores_gemma":[0.006997769,0.001121909,0.001533583,0.001739381,0.001248325,0.00334795,0.002094814,0.003357148,0.007918878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001271158,"about_ca_system_score_gemma":0.002980949,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005101902,"about_ca_topic_score_gemma":0.01022104,"domain_scores_codex":[0.9972652,0.0006369827,0.000172126,0.0003908642,0.001324004,0.0002107816],"domain_scores_gemma":[0.9958392,0.00149942,0.0001075796,0.0008000269,0.001399199,0.0003546359],"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":[0.0002447182,0.0004358682,0.0007897003,0.0005178778,0.00006038427,0.0004057367,0.0006018595,0.004889632,0.009772924,0.01406498,0.2034847,0.7647315],"study_design_scores_gemma":[0.0001763995,0.0006609745,0.003840363,0.001299266,0.0001630894,0.002373366,0.0003502893,0.04535493,0.02223167,0.04379655,0.8796621,0.0000911115],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01493894,0.02040369,0.8116807,0.005524464,0.01152653,0.0008790352,0.001112588,0.008863626,0.1250705],"genre_scores_gemma":[0.08745346,0.02503585,0.4398708,0.003137971,0.003381982,0.0008139212,0.007300769,0.006150577,0.4268547],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9948981,"threshold_uncertainty_score":0.07346129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W626849234","doi":"","title":"PE-WASUN '05: proceedings of the Second ACM International Workshop on Performance Evaluation of Wireless Ad Hoc, Sensor, and Ubiquitous Networks : October 10-13, 2005, Montreal, Quebec, Canada","year":2005,"lang":"en","type":"book","venue":"ACM Press eBooks","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Wireless ad hoc network; Telecommunications; Wireless; Library science; Computer science; Computer network","authors":[{"name":"Ubiquitous Networks","is_ca":false},{"name":"M. Ould‐Khaoua","is_ca":false},{"name":"Mineo Takai","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02007772776008901,"gpt":0.2278589120083281,"spread":0.207781184248239,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003961497,0.002535361,0.002631252,0.001825355,0.001154073,0.003603391,0.002310639,0.0007394436,0.03101709],"category_scores_gemma":[0.006880991,0.0006700018,0.0006085223,0.002084643,0.0007656938,0.001939261,0.001249439,0.001796396,0.0122589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003135688,"about_ca_system_score_gemma":0.005563439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08470033,"about_ca_topic_score_gemma":0.1536795,"domain_scores_codex":[0.9980665,0.0003628399,0.00007859444,0.0001765633,0.001099973,0.0002155554],"domain_scores_gemma":[0.9913181,0.001601485,0.0001216696,0.0006034496,0.005572758,0.0007825285],"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":[0.0005965027,0.0002497776,0.001299687,0.0002637766,0.00005424213,0.00009627038,0.0001175092,0.006303657,0.003499147,0.004142191,0.6387819,0.3445953],"study_design_scores_gemma":[0.0002808439,0.0008646506,0.01291068,0.000554393,0.0001911702,0.0005198952,0.0006168043,0.1102496,0.0220324,0.01894665,0.832647,0.000185972],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.05287208,0.04748913,0.6176223,0.00954303,0.04410181,0.001881367,0.02503064,0.02713705,0.1743226],"genre_scores_gemma":[0.1055848,0.01926425,0.1657068,0.001135741,0.002453882,0.0007431635,0.03237237,0.006568607,0.6661704],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.08470033,"threshold_uncertainty_score":0.1684147,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W400381469","doi":"","title":"Proceedings of the Fifth International Conference on Autonomous Agents, Montreal, Canada, May 28-June 1, 2001","year":2001,"lang":"en","type":"book","venue":"ACM Press eBooks","topic":"Multi-Agent Systems and Negotiation","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; History; Political science; Computer science","authors":[{"name":"Jörg P. Müller","is_ca":false},{"name":"Elisabeth André","is_ca":false},{"name":"Sandip Sen","is_ca":false},{"name":"Claude Frasson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05683984981093382,"gpt":0.2583292860603038,"spread":0.2014894362493699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018191,0.001708757,0.001751448,0.0008226802,0.002560358,0.005165876,0.002665456,0.001590924,0.1496234],"category_scores_gemma":[0.002286314,0.000703508,0.0005943635,0.001441643,0.001198737,0.002297389,0.001652667,0.002526441,0.0577497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003149468,"about_ca_system_score_gemma":0.008654461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2686183,"about_ca_topic_score_gemma":0.4585392,"domain_scores_codex":[0.9994837,0.0001000059,0.00001858841,0.00007919403,0.0001906841,0.0001278008],"domain_scores_gemma":[0.9984846,0.000197374,0.00002880001,0.0001307152,0.0007479404,0.0004106521],"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":[0.0002138419,0.0002084809,0.0008028397,0.0001740802,0.00003691833,0.0001303636,0.000235613,0.0007142968,0.0009984381,0.003993286,0.8825248,0.1099671],"study_design_scores_gemma":[0.00007593973,0.00005253238,0.002051218,0.0001570866,0.0000723609,0.0001081418,0.0004023032,0.004212984,0.0009847329,0.002624391,0.9892224,0.00003584933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.019697,0.04287794,0.118791,0.01982595,0.05534607,0.00115407,0.007679852,0.008652701,0.7259755],"genre_scores_gemma":[0.01872472,0.01318359,0.01663529,0.0008994499,0.0009017023,0.0002147138,0.008127551,0.0006245725,0.9406884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2686183,"threshold_uncertainty_score":0.5341096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1560558443","doi":"","title":"DocEng '07 : proceedings of the 2007 ACM Symposium on Document Engineering : Winnipeg, Manitoba, Canada, August 28-31, 2007","year":2007,"lang":"en","type":"book","venue":"ACM Press eBooks","topic":"Digital Humanities and Scholarship","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":"Library science; History; Computer science","authors":[{"name":"Peter R. King","is_ca":false},{"name":"Steven J. Simske","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03245866159017747,"gpt":0.2074697833111579,"spread":0.1750111217209804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002617995,0.001557361,0.001697682,0.002970437,0.003450915,0.01077083,0.001915704,0.001256594,0.1034435],"category_scores_gemma":[0.004717469,0.000817086,0.0006945847,0.00467812,0.001505749,0.003937668,0.001905006,0.002106634,0.0502708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004751325,"about_ca_system_score_gemma":0.0146162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2174876,"about_ca_topic_score_gemma":0.5329965,"domain_scores_codex":[0.9987971,0.0001689476,0.00005553832,0.0001550838,0.0006415024,0.0001818546],"domain_scores_gemma":[0.9958704,0.0006685972,0.00007389677,0.0004489858,0.001986971,0.0009511868],"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":[0.00007520346,0.0001117761,0.0007411706,0.0001649804,0.00001340287,0.0000654692,0.00034046,0.0001778775,0.001554766,0.003248764,0.8785917,0.1149144],"study_design_scores_gemma":[0.00002589355,0.00003967485,0.001734697,0.0001143183,0.00002710957,0.0001429223,0.0005859807,0.00130553,0.001395542,0.00179362,0.9928155,0.00001927697],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04307948,0.08147764,0.1840638,0.03629348,0.05709439,0.0025151,0.03479589,0.03024617,0.5304341],"genre_scores_gemma":[0.01397445,0.02262791,0.02460703,0.001139371,0.001255302,0.0001873217,0.01902703,0.002994024,0.9141876],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7825124,"threshold_uncertainty_score":0.4324434,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W597377538","doi":"","title":"2nd ACM International Workshop on Wireless Network Testbeds, Experimental Evaluation and Characterization : WiNTECH 2007, at MobiCom 2007, September 9-14, 2007, Montreal, Quebec, Canada","year":2008,"lang":"en","type":"book","venue":"ACM Press eBooks","topic":"Wireless Networks and Protocols","field":"Computer Science","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":"Library science; Telecommunications; Computer science","authors":[{"name":"WiNTECH","is_ca":false},{"name":"Acm Sigmobile","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03013782218819188,"gpt":0.2709964706886647,"spread":0.2408586485004728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004791664,0.001946654,0.001424322,0.001461428,0.001452158,0.003962099,0.002758853,0.001263194,0.03023639],"category_scores_gemma":[0.004876547,0.0008141603,0.000559441,0.001648327,0.0009025898,0.003663072,0.002017707,0.001998686,0.01370538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002536179,"about_ca_system_score_gemma":0.004869943,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04347011,"about_ca_topic_score_gemma":0.09685136,"domain_scores_codex":[0.9980657,0.0004031156,0.00007707554,0.000240897,0.0009345369,0.0002786976],"domain_scores_gemma":[0.9962406,0.0004797496,0.00007255861,0.0006470557,0.001971801,0.0005882436],"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":[0.0006360753,0.0006110409,0.001815002,0.000348719,0.0000557104,0.0002024452,0.0003410223,0.005466643,0.01397337,0.008946725,0.6009272,0.3666761],"study_design_scores_gemma":[0.0002561029,0.0007296561,0.006410606,0.000344587,0.0001692506,0.000591674,0.000578691,0.05244853,0.03080128,0.01260865,0.8949366,0.0001243764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.02715952,0.01200155,0.7847038,0.008324525,0.01229821,0.001926654,0.007655544,0.02958537,0.1163449],"genre_scores_gemma":[0.09376802,0.01753452,0.3429836,0.001843573,0.002149906,0.001688118,0.0269235,0.006905328,0.5062034],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9565299,"threshold_uncertainty_score":0.1011508,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W625626078","doi":"","title":"WMuNeP '05 : proceedings of the First ACM International Workshop on Wireless Multimedia Networking and Performance Modeling : October 13, 2005, Montreal, Quebec, Canada","year":2005,"lang":"en","type":"book","venue":"ACM Press eBooks","topic":"IPv6, Mobility, Handover, Networks, Security","field":"Engineering","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":"Wireless; Telecommunications; Library science; Multimedia; Computer science; Media studies; Sociology","authors":[{"name":"Performance Modeling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01360408037748118,"gpt":0.1963595288782765,"spread":0.1827554485007953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00199081,0.001999597,0.001752357,0.001154215,0.001031039,0.003251561,0.00242978,0.0009601589,0.03082217],"category_scores_gemma":[0.003137694,0.001078311,0.0006362073,0.001706857,0.000578154,0.002035407,0.0009367767,0.001920615,0.01159129],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002305154,"about_ca_system_score_gemma":0.003888506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1606094,"about_ca_topic_score_gemma":0.2762819,"domain_scores_codex":[0.9995168,0.00009693155,0.0000170915,0.0000502647,0.0002516574,0.00006733521],"domain_scores_gemma":[0.9984081,0.0003840107,0.00003483113,0.0001974076,0.0007898968,0.0001856271],"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":[0.0001058813,0.0001223861,0.0008441781,0.0001971038,0.00003821867,0.0001053989,0.0001191451,0.01536783,0.002171859,0.007131963,0.7421606,0.2316355],"study_design_scores_gemma":[0.0000490704,0.00009268098,0.003243524,0.0003716281,0.0001086327,0.0002753822,0.0001827143,0.1538718,0.006803275,0.01939307,0.8155329,0.00007531921],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01511204,0.03532868,0.763549,0.008952452,0.01263355,0.0005555532,0.01210413,0.01837355,0.1333911],"genre_scores_gemma":[0.07840907,0.05739803,0.2298166,0.00207185,0.002258149,0.000626848,0.03197574,0.007740935,0.5897028],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1606094,"threshold_uncertainty_score":0.3193491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W357277484","doi":"","title":"ACM MSWiM 2005 : proceedings of the eighth ACM symposium on modeling, analysis and simulation of wireless and mobile systems : October 10-13, 2005, Montreal, Quebec, Canada","year":2005,"lang":"en","type":"book","venue":"ACM Press eBooks","topic":"Distributed and Parallel Computing Systems","field":"Computer Science","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":"Wireless; Library science; Computer science; Telecommunications","authors":[{"name":"Mobile Systems","is_ca":false},{"name":"Azzedine Boukerche","is_ca":false},{"name":"Victor C. M. Leung","is_ca":false},{"name":"Carla Fabiana Chiasserini","is_ca":false},{"name":"V. Srinivasan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01492851300996796,"gpt":0.2249592748173965,"spread":0.2100307618074286,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001138657,0.001967778,0.00177004,0.0009058241,0.0008590578,0.003511225,0.002245863,0.0009264413,0.07088195],"category_scores_gemma":[0.002596013,0.001045905,0.0008415282,0.001604696,0.0005155565,0.002170475,0.00134628,0.002400069,0.03066525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001486574,"about_ca_system_score_gemma":0.003642051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07387845,"about_ca_topic_score_gemma":0.1551575,"domain_scores_codex":[0.9994711,0.00007948266,0.00002481179,0.00005106454,0.0003197096,0.00005393119],"domain_scores_gemma":[0.9985335,0.0002592257,0.00002963974,0.0002314298,0.0007169481,0.0002292378],"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":[0.0001034596,0.0001339494,0.0005598763,0.0002140554,0.00004894623,0.0000866438,0.0001409617,0.01291178,0.002111692,0.01462606,0.7384681,0.2305945],"study_design_scores_gemma":[0.00004450561,0.00006110733,0.00100638,0.0001659399,0.00006859836,0.0001783492,0.00007985106,0.06944906,0.00231439,0.013815,0.9127746,0.00004223338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0073395,0.02215993,0.7428496,0.005795442,0.01375672,0.0005953668,0.007991028,0.0182777,0.1812347],"genre_scores_gemma":[0.02555018,0.03128413,0.1985767,0.0009168728,0.001502204,0.0004628436,0.01805844,0.004869129,0.7187794],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07387845,"threshold_uncertainty_score":0.2371237,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W388274778","doi":"","title":"Proceedings of the 2001 International Symposium on Symbolic and Algebraic Computation : ISSAC 2001, July 22-25, 2001, University of Western Ontario, London, Ontario, Canada","year":2001,"lang":"en","type":"book","venue":"ACM Press eBooks","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","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":"Library science; Algebraic number; Computation; History; Mathematics; Computer science; Algorithm; Mathematical analysis","authors":[{"name":"Bernard Mourrain","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01878988075104108,"gpt":0.2069325633606725,"spread":0.1881426826096314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00128186,0.001174563,0.002140386,0.0008641338,0.001567233,0.005076021,0.001328494,0.0009854743,0.1472779],"category_scores_gemma":[0.002518332,0.0005148536,0.0006849637,0.001984309,0.001322196,0.002703317,0.001748904,0.002371976,0.06773374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00259457,"about_ca_system_score_gemma":0.005425845,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05422797,"about_ca_topic_score_gemma":0.159024,"domain_scores_codex":[0.9993888,0.00009374849,0.00002981724,0.00008906243,0.0003235124,0.00007509592],"domain_scores_gemma":[0.9977768,0.0004077547,0.00003883184,0.0002928392,0.001172943,0.0003109489],"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":[0.0002938964,0.00009592841,0.0005581403,0.000254565,0.00003277474,0.00007936545,0.0002754962,0.001571398,0.001565466,0.01313084,0.8051741,0.1769681],"study_design_scores_gemma":[0.00007818844,0.00005984542,0.001627777,0.0001862808,0.00006404711,0.0001779587,0.0002090175,0.01162243,0.001806673,0.01173115,0.9723994,0.00003721014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01715505,0.03473435,0.2708913,0.01459932,0.02578522,0.0006676174,0.007796133,0.01430025,0.6140708],"genre_scores_gemma":[0.02258712,0.01964239,0.04877934,0.0006832072,0.001632298,0.0001391367,0.008659419,0.001639058,0.896238],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1472779,"threshold_uncertainty_score":0.4926938,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W651834493","doi":"","title":"2nd International Workshop on Underwater Networks : WUWNet 2007 : at MobiCom 2007, September 9-14, 2007, Montreal, Quebec, Canada","year":2008,"lang":"en","type":"book","venue":"ACM Press eBooks","topic":"Underwater Vehicles and Communication Systems","field":"Engineering","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":"Underwater; Geography; Oceanography; Telecommunications; Archaeology; Engineering; Geology","authors":[{"name":"Acm Sigmobile","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02329563163045018,"gpt":0.2160274241320703,"spread":0.1927317925016201,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001537823,0.001880427,0.001432375,0.001408485,0.001429759,0.003130991,0.001933791,0.001460375,0.06039633],"category_scores_gemma":[0.001360339,0.0004581,0.0004794896,0.002054896,0.0006432738,0.002916869,0.001832118,0.001851714,0.0295785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00204163,"about_ca_system_score_gemma":0.004939401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08011659,"about_ca_topic_score_gemma":0.1720574,"domain_scores_codex":[0.999297,0.0001168769,0.00002410058,0.0001113359,0.0002801731,0.0001705465],"domain_scores_gemma":[0.9989901,0.00009500048,0.00002008587,0.00008045011,0.0005716828,0.0002426857],"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":[0.0001283822,0.00007537159,0.0003967024,0.0002145956,0.00002062572,0.00007733755,0.0001616986,0.001163388,0.002618374,0.00448459,0.7618192,0.2288397],"study_design_scores_gemma":[0.00003021101,0.00008342037,0.001117432,0.0001995021,0.00003612114,0.0001865393,0.0001927774,0.009637846,0.002252808,0.002960406,0.9832708,0.00003216047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02049661,0.09057249,0.3877639,0.02140497,0.05377245,0.001221645,0.008234975,0.0196389,0.396894],"genre_scores_gemma":[0.02878881,0.03493449,0.06577209,0.002326085,0.00461591,0.0003099737,0.01078995,0.003166158,0.8492965],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08011659,"threshold_uncertainty_score":0.2020459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}