{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":42,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":42,"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"},"query_hash":"4cef047426b6","filters":{"venue":"Association for Computing Machinery eBooks"}},"results":[{"id":"W2990094262","doi":"10.1145/3335741.3335750","title":"The knowledge complexity of interactive proof-systems","year":2019,"lang":"en","type":"book-chapter","venue":"Association for Computing Machinery eBooks","topic":"Logic, programming, and type systems","field":"Computer Science","cited_by":134,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto","funders":"","keywords":"Citation; Computer science; Cryptography; World Wide Web; Computer security","retraction":null,"screen_n_in":null,"score":{"opus":0.0388709443907372,"gpt":0.2749463209911082,"spread":0.236075376600371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001918018,0.0003851139,0.0007011788,0.0001326319,0.0004472495,0.000371641,0.001186036,0.0003437875,0.0000011894],"category_scores_gemma":[0.0001641197,0.0002908819,0.0004179786,0.0000371,0.00008875674,0.00008638929,0.0004857297,0.0004739429,0.00005283757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004631814,"about_ca_system_score_gemma":0.0002669698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007590539,"about_ca_topic_score_gemma":0.00007720093,"domain_scores_codex":[0.9975103,0.0001698182,0.0008757318,0.0005487722,0.0004803969,0.0004149394],"domain_scores_gemma":[0.9942016,0.001782395,0.002477681,0.0006867492,0.0007878664,0.00006370866],"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":[0.00000979855,0.00001861766,0.0001308657,0.0001417582,0.0003070619,5.231807e-7,0.0008542875,0.00003219685,0.000005121813,0.975808,0.001471158,0.02122058],"study_design_scores_gemma":[0.0007863734,0.0003140591,0.0001369754,0.0001390316,0.00008764377,0.000009246816,0.00003587923,0.09143552,0.00005767232,0.2676304,0.6387114,0.0006557983],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001834162,0.0005592515,0.1480803,0.00008141761,0.005064747,0.001840975,0.00002172203,0.0002089964,0.8441242],"genre_scores_gemma":[0.4638546,0.000002247429,0.0004190951,0.00001932852,0.0004900871,0.00001976755,0.00003494199,0.00004608468,0.5351139],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7081776,"threshold_uncertainty_score":0.9999543,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W581782849","doi":"","title":"KDD-2002 : proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 23-26, 2002, Edmonton, Alberta, Canada","year":2002,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":100,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Knowledge extraction; Library science; Data science; Computer science; Data mining","retraction":null,"screen_n_in":null,"score":{"opus":0.02990121733667554,"gpt":0.2639706669744599,"spread":0.2340694496377844,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006191179,0.0004082427,0.000474303,0.0001209635,0.0004125303,0.0005396809,0.004260379,0.0002245436,0.000007091453],"category_scores_gemma":[0.0005211383,0.0003489197,0.0001073873,0.0000992291,0.00006616118,0.0003176043,0.002301766,0.0004499191,0.000009882399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005834778,"about_ca_system_score_gemma":0.0009100815,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007891564,"about_ca_topic_score_gemma":0.02823061,"domain_scores_codex":[0.9972509,0.00003351601,0.0006837159,0.0009748547,0.0006740251,0.00038306],"domain_scores_gemma":[0.9957987,0.001052064,0.00149845,0.001068999,0.000485142,0.00009662351],"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":[0.000004464081,0.00006511415,0.0003041929,0.00007233255,0.0002235789,5.28997e-7,0.0006698079,0.000008523782,0.0000118624,0.03735219,0.9297746,0.03151285],"study_design_scores_gemma":[0.0007370426,0.00008143007,0.001356737,0.0006232959,0.0001301367,0.000009265483,0.00002886902,0.2974429,0.0000401422,0.002155722,0.6967013,0.0006931279],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005183038,0.0002017415,0.004191962,0.002369213,0.002452773,0.001278557,0.002596856,0.0001772761,0.9862133],"genre_scores_gemma":[0.008375054,0.00001676083,0.009105779,0.0003398644,0.0006665995,0.00003291266,0.0003482473,0.00006552195,0.9810492],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2974344,"threshold_uncertainty_score":0.9998963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W622818787","doi":"","title":"PDC 2004 : artful integration : interweaving media, materials, and practices : proceedings of the eighth Participatory Design Conference 2004, July 27-31, 2004, Toronto, Canada","year":2004,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Citizen journalism; Media studies; Sociology; Library science; Political science; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.04902561301692864,"gpt":0.2510302067813844,"spread":0.2020045937644557,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001356404,0.0004783409,0.0006747628,0.000079602,0.0006090195,0.0005863318,0.0003544433,0.0002664331,0.000110149],"category_scores_gemma":[0.0005933254,0.0003869901,0.0001303503,0.00001604757,0.0001519903,0.0003023949,0.0001055015,0.000392127,0.00000333494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002560312,"about_ca_system_score_gemma":0.002607309,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06521518,"about_ca_topic_score_gemma":0.3582467,"domain_scores_codex":[0.9974363,0.0001084885,0.000938315,0.0004755497,0.0005888557,0.0004524746],"domain_scores_gemma":[0.9945469,0.0009107616,0.003387459,0.0001836646,0.0008743589,0.0000968438],"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":[0.0003002279,0.0001789689,0.0002965078,0.001489622,0.001094416,0.000005508764,0.1237461,0.0002109319,0.001137069,0.125144,0.7362276,0.01016906],"study_design_scores_gemma":[0.00278691,0.0005188789,0.0004649413,0.004537772,0.00176624,0.0000158682,0.005694955,0.003686357,0.003592858,0.03745316,0.9370763,0.002405745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02295623,0.003391671,0.004119045,0.0008642399,0.0153411,0.007168945,0.002371386,0.0006121665,0.9431752],"genre_scores_gemma":[0.5525389,0.00001412833,0.000305623,0.0003501237,0.001885486,0.00006038714,0.0001996709,0.0001028411,0.4445429],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5295827,"threshold_uncertainty_score":0.9998582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W569220443","doi":"","title":"AIRWeb 2007 : proceedings of the 3rd International Workshop on Adversarial Information Retrieval on the Web, May 8, 2007, Banff, Alberta, Canada","year":2007,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Web Data Mining and Analysis","field":"Computer Science","cited_by":12,"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; Information retrieval; World Wide Web; Computer science; History; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.008542198134156664,"gpt":0.218037418495747,"spread":0.2094952203615904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002182774,0.0003890358,0.0004186118,0.0002877415,0.0004928296,0.0003480133,0.002083672,0.0003547392,0.00001726508],"category_scores_gemma":[0.001755297,0.0002773104,0.0003685559,0.0002096353,0.00004510018,0.0002278895,0.0004458376,0.0008553189,0.00001769285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001684471,"about_ca_system_score_gemma":0.001261914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00822825,"about_ca_topic_score_gemma":0.007819453,"domain_scores_codex":[0.9965019,0.00005810474,0.0009030021,0.0004306366,0.001674652,0.0004317144],"domain_scores_gemma":[0.9938706,0.002612172,0.002272665,0.0004517833,0.0007172349,0.00007555589],"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":[0.0001026616,0.00003111483,0.0004770127,0.00003799535,0.0005600306,6.150318e-7,0.000727388,0.001310083,0.000006143359,0.07426288,0.9113497,0.01113441],"study_design_scores_gemma":[0.0009268668,0.000081003,0.0005325882,0.0005321071,0.0001526918,0.000002532444,0.00008097175,0.1094037,0.0001273511,0.001044025,0.8865779,0.0005383074],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001307692,0.000009175889,0.003792678,0.005621631,0.007552745,0.0008880445,0.000352265,0.0001195337,0.9803562],"genre_scores_gemma":[0.1615629,0.000004730676,0.0009931664,0.006293219,0.003037055,0.00001366793,0.0005612667,0.00006636976,0.8274676],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1602552,"threshold_uncertainty_score":0.9999679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W573165308","doi":"","title":"SIGMETRICS 2005 : International Conference on Measurement and Modeling of Computer Systems : June 6-10, 2003 : Banff, Alberta, Canada : proceedings","year":2005,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Simulation Techniques and Applications","field":"Decision Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geography; Library science; Regional science; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.09705070338188386,"gpt":0.3250771051300999,"spread":0.228026401748216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003331098,0.0003495979,0.0006593893,0.0005000507,0.0002586624,0.0003520564,0.0006551445,0.0003002084,0.00003726087],"category_scores_gemma":[0.00139759,0.0003274349,0.0001339128,0.0001834747,0.00002548772,0.00007590983,0.0001709191,0.0003237018,0.000005928492],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001728467,"about_ca_system_score_gemma":0.001169384,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01026691,"about_ca_topic_score_gemma":0.01867584,"domain_scores_codex":[0.9947569,0.00005419238,0.001480883,0.0006968309,0.002691587,0.0003196451],"domain_scores_gemma":[0.9913409,0.001146537,0.002057652,0.000274635,0.005054566,0.0001256786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00003978027,0.0000636203,0.0004233833,0.00007352548,0.0002724801,3.272497e-7,0.0002727052,0.05983829,0.00001355006,0.09077426,0.8192053,0.02902272],"study_design_scores_gemma":[0.0002979273,0.00002972784,0.00003123864,0.0001435555,0.00003713924,8.966776e-7,0.00002101868,0.692978,0.000006911022,0.00195364,0.3042707,0.0002292685],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005272793,0.0001651074,0.1264333,0.001860681,0.003351227,0.002844732,0.0004964222,0.0001702381,0.864151],"genre_scores_gemma":[0.2157567,0.00001046098,0.003109504,0.0002891177,0.001205953,0.00005043271,0.0001389312,0.00005953161,0.7793793],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6331397,"threshold_uncertainty_score":0.9999177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1498097456","doi":"","title":"PLDI 2006 : Proceedings of the 2006 ACM SIGPLAN Conference on Programming Language Design and Implementation : June 10-16, 2006, Ottawa, Ontario, Canada","year":2006,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Distributed and Parallel Computing Systems","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; Programming language; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01253270184713141,"gpt":0.2362291553500892,"spread":0.2236964535029578,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001484375,0.0005422938,0.0006720378,0.0001494765,0.0005321854,0.0004734138,0.00133418,0.0003028881,0.000006810488],"category_scores_gemma":[0.0001320299,0.0004833982,0.0001915909,0.0001333107,0.00003845906,0.00009797946,0.0004032559,0.0005108522,0.000001837491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002090431,"about_ca_system_score_gemma":0.001913805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3094956,"about_ca_topic_score_gemma":0.5096087,"domain_scores_codex":[0.9964913,0.0001251481,0.001011796,0.0007570066,0.0009456823,0.0006690972],"domain_scores_gemma":[0.9957371,0.0007499242,0.002410991,0.0004371193,0.0005641028,0.000100745],"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":[0.00001986438,0.00004663349,0.004811686,0.0002876478,0.0002312977,0.00000327084,0.001748989,0.001333812,0.00004891697,0.01329047,0.9628466,0.01533077],"study_design_scores_gemma":[0.003531931,0.0006182134,0.006393715,0.001672908,0.0003812711,0.00003290489,0.0002035171,0.04326789,0.0004450704,0.007254722,0.9338606,0.002337248],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02323134,0.0004694923,0.2278313,0.002772529,0.008358498,0.0170998,0.002870644,0.001547624,0.7158188],"genre_scores_gemma":[0.1805634,4.640534e-7,0.01002914,0.0003185213,0.000562068,0.00007228973,0.0007755862,0.00008569049,0.8075929],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2178021,"threshold_uncertainty_score":0.9997618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W578107197","doi":"","title":"PLDI'10 : proceedings of the 2010 ACM SIGPLAN Conference on Programming Language Design and Implementation, June 5-10, 2010, Toronto, Ontario, Canada","year":2010,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Distributed and Parallel Computing Systems","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; Computer science; Programming language","retraction":null,"screen_n_in":null,"score":{"opus":0.01547832858885364,"gpt":0.2460274943265842,"spread":0.2305491657377306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001431238,0.0004680655,0.0005979949,0.00006592012,0.0005020209,0.0004540681,0.001564548,0.0003577082,0.00003470785],"category_scores_gemma":[0.0002003126,0.0004008343,0.0001611759,0.00005840593,0.00003900984,0.0001206671,0.0005175981,0.0006157808,0.000002386682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001437547,"about_ca_system_score_gemma":0.002202118,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2838284,"about_ca_topic_score_gemma":0.6728864,"domain_scores_codex":[0.9971135,0.00008319294,0.000801533,0.0006617763,0.0007937956,0.0005462148],"domain_scores_gemma":[0.9959592,0.0007687834,0.002003345,0.0005068097,0.0006401073,0.0001217653],"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":[0.00004538534,0.00005993319,0.001928119,0.0004006995,0.0004613533,0.000003269757,0.008563599,0.0002119272,0.0003152946,0.0249381,0.9318832,0.03118919],"study_design_scores_gemma":[0.004427289,0.0009234552,0.008371183,0.001723427,0.000460709,0.00005253898,0.000578388,0.05044802,0.0009217119,0.007893841,0.9210948,0.003104646],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04512435,0.000875121,0.1505421,0.006108091,0.04903556,0.03123701,0.002094222,0.002817445,0.7121661],"genre_scores_gemma":[0.0691492,9.807823e-7,0.01497843,0.0002050767,0.0004935412,0.000058199,0.000280299,0.00006731102,0.914767],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.389058,"threshold_uncertainty_score":0.9998444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W652841509","doi":"","title":"Proceedings second International Workshop on Software and Performance : WOSP 2000, September 17-20, 2000, Ottawa, Canada","year":2000,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"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; Engineering; Political science; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01162221823313006,"gpt":0.2544604145856751,"spread":0.242838196352545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009397938,0.000346331,0.0004281529,0.000226112,0.0009736481,0.0001833898,0.0007212363,0.0006877009,0.0004854742],"category_scores_gemma":[0.0003865277,0.0003924483,0.0001210271,0.00007486765,0.0001229637,0.00009157058,0.0001391728,0.000900865,0.00002483168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003295081,"about_ca_system_score_gemma":0.0022756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006323749,"about_ca_topic_score_gemma":0.2210111,"domain_scores_codex":[0.9976735,0.00006489909,0.0005586804,0.0004867864,0.0007056484,0.0005104763],"domain_scores_gemma":[0.9974163,0.000962242,0.0008762626,0.0002272897,0.0003766713,0.0001412063],"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":[0.00003104793,0.00002927146,0.008473871,0.00005772354,0.0002343748,0.000001130482,0.002741417,0.00003496095,7.350669e-7,0.004089006,0.8823875,0.1019189],"study_design_scores_gemma":[0.0004681855,0.0000250478,0.001074743,0.0001734028,0.00003645788,0.000001327182,0.00007817672,0.001842906,0.000003632814,0.000720184,0.9951835,0.0003924765],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004639302,0.0001196632,0.00002835464,0.001263009,0.0009679375,0.0007285257,0.0002145205,0.0003126369,0.991726],"genre_scores_gemma":[0.02296264,0.00002869209,0.001036328,0.001198649,0.00073088,0.00003845156,0.0003770133,0.00005829133,0.973569],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2146874,"threshold_uncertainty_score":0.9998527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W585387804","doi":"","title":"ACM International Conference on Content-Based Image and Video Retrieval : CIVR 2008, Niagara Falls, Ontario, Canada, 7-9 July 2008","year":2008,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Image Retrieval and Classification Techniques","field":"Computer Science","cited_by":1,"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; Cartography; Geography; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.0340089342732533,"gpt":0.2485761779551738,"spread":0.2145672436819205,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007870782,0.0005920304,0.0006799563,0.000290296,0.0005327945,0.0004555948,0.001688629,0.0004719717,0.0000167541],"category_scores_gemma":[0.0006980249,0.0006194346,0.0002582159,0.00008349778,0.00009423051,0.0001781715,0.0004075595,0.0009518582,0.00001609924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00374958,"about_ca_system_score_gemma":0.004416059,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04134595,"about_ca_topic_score_gemma":0.06911314,"domain_scores_codex":[0.9961309,0.0001379431,0.0008984547,0.0009958793,0.001277646,0.0005591908],"domain_scores_gemma":[0.9953955,0.0008680067,0.001520325,0.0007944154,0.001224474,0.0001972185],"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":[0.0003825944,0.0002845235,0.001255554,0.0002438604,0.000951871,0.0001319523,0.001310858,0.00002660402,0.001803465,0.06220325,0.8955526,0.03585283],"study_design_scores_gemma":[0.004165186,0.0006787485,0.00333157,0.0008465541,0.0001709073,0.00005714587,0.00002253339,0.0527749,0.008418461,0.009802256,0.91693,0.002801733],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005761578,0.0003061008,0.4129612,0.0073816,0.00509839,0.0033728,0.001139577,0.001678054,0.5674862],"genre_scores_gemma":[0.01010236,0.00004379018,0.03011078,0.003173897,0.0006000001,0.00003561242,0.0007983663,0.0001050911,0.9550301],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3875439,"threshold_uncertainty_score":0.9996257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W569339884","doi":"","title":"1st ACM Workshop on Sensor Actor Networks, SANET 2007 : held at MobiCom '07, September 9-14, 2007, Montreal, Quebec, Canada","year":2007,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Energy Efficient Wireless Sensor Networks","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Geography; Media studies; Political science; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.01160057614101863,"gpt":0.2293208204858774,"spread":0.2177202443448588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001760318,0.001580164,0.001648386,0.0004572166,0.001137824,0.000621341,0.002914606,0.001829875,0.00007733169],"category_scores_gemma":[0.0005817452,0.001686091,0.0007449082,0.000262473,0.00009007045,0.0001525374,0.001444255,0.00215206,0.0001486403],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01090636,"about_ca_system_score_gemma":0.001536824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05737743,"about_ca_topic_score_gemma":0.6418694,"domain_scores_codex":[0.9910336,0.0004278325,0.001796208,0.002142798,0.002202179,0.002397418],"domain_scores_gemma":[0.9852397,0.007891067,0.002968563,0.002448768,0.0008339818,0.0006178803],"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":[0.00005770868,0.00005744126,0.0003497528,0.00004383084,0.000359982,0.00006802181,0.00009960108,0.3054853,0.000002305369,0.001014194,0.6828675,0.009594369],"study_design_scores_gemma":[0.00127768,0.00008052719,0.0007986409,0.0006152651,0.0001537372,0.00001585416,0.000008852214,0.3322058,0.00002038857,0.000197642,0.6627448,0.001880848],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002546628,0.001474918,0.1212905,0.001150504,0.02900089,0.003933001,0.0004337751,0.002641701,0.8375281],"genre_scores_gemma":[0.005514018,0.00003045836,0.00405418,0.003611068,0.005085401,0.00003570832,0.001255806,0.0003393698,0.980074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.584492,"threshold_uncertainty_score":0.9996946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W562030935","doi":"","title":"International Workshop on Parallel Symbolic Computation, PASCO '07, July 27-28, 2007, London, Ontario, Canada","year":2007,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Parallel Computing and Optimization Techniques","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computation; Computer science; Programming language","retraction":null,"screen_n_in":null,"score":{"opus":0.01311893017895508,"gpt":0.2525605916081413,"spread":0.2394416614291862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001742416,0.000897617,0.0009658227,0.0006289239,0.0006825748,0.0006611963,0.002082429,0.0007527721,0.00002770477],"category_scores_gemma":[0.0003566355,0.001013624,0.000456243,0.0001678047,0.00004720926,0.0001664929,0.000536466,0.001406789,0.00006886957],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006680135,"about_ca_system_score_gemma":0.003161197,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04999173,"about_ca_topic_score_gemma":0.1029097,"domain_scores_codex":[0.9942186,0.00019153,0.001538106,0.001348491,0.001708523,0.0009947685],"domain_scores_gemma":[0.9933189,0.002122667,0.002320358,0.0007489463,0.001212621,0.0002765795],"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":[0.00003748693,0.00007033952,0.0003478389,0.00004021747,0.0004172557,0.00002081229,0.0004821415,0.08490707,7.033003e-7,0.01424853,0.8826571,0.01677052],"study_design_scores_gemma":[0.001178594,0.00009965045,0.0004388216,0.0003911774,0.00006507271,0.00001369564,0.000004366495,0.1742421,0.0000111439,0.008590191,0.8137784,0.001186745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.00001938291,0.00005979007,0.5792901,0.0004911655,0.004427718,0.0007171979,0.00005018009,0.000761513,0.414183],"genre_scores_gemma":[0.003584913,0.00001631687,0.09114543,0.00396297,0.001786894,0.00003462936,0.001146065,0.0001559179,0.8981668],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4881447,"threshold_uncertainty_score":0.9992314,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W593573695","doi":"","title":"MobiCom '07 : proceedings of the Thirteenth ACM International Conference on Mobile Computing and Networking : Montréal, Québec, Canada, September 9-14, 2007","year":2007,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Mobile Agent-Based Network Management","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":"History; Telecommunications; Library science; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01264709581926484,"gpt":0.2327189780924527,"spread":0.2200718822731879,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001764858,0.0005678627,0.0006539027,0.0001983649,0.0005329666,0.0003292303,0.002182008,0.0003022235,0.00001090047],"category_scores_gemma":[0.0001044084,0.0005154735,0.0002664293,0.0001206308,0.00006550518,0.00009549085,0.001839009,0.0007933463,0.000005372849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002769157,"about_ca_system_score_gemma":0.001004727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02430294,"about_ca_topic_score_gemma":0.06536018,"domain_scores_codex":[0.9959545,0.00006897779,0.001046783,0.0009007806,0.00134504,0.0006839552],"domain_scores_gemma":[0.9948948,0.001172957,0.002518415,0.0005948847,0.000687629,0.000131288],"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":[0.00003642934,0.00006496246,0.005908565,0.000225046,0.0007380708,0.000006692175,0.0006163248,0.009148756,0.000009634696,0.02968743,0.8691764,0.08438171],"study_design_scores_gemma":[0.0009240759,0.0001269854,0.001210505,0.0008969393,0.0001255392,0.000005842731,0.0000408604,0.4211012,0.00003207953,0.002144518,0.5726651,0.0007263612],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003839771,0.0009078432,0.02680216,0.00152646,0.0101151,0.005031632,0.0001040369,0.0005158813,0.9511572],"genre_scores_gemma":[0.2771882,0.0000603936,0.007593591,0.004792068,0.003501007,0.0001041169,0.0001295122,0.0002265909,0.7064044],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4119525,"threshold_uncertainty_score":0.9997297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W602395632","doi":"","title":"1st ACM International Workshop on Semantic Ambient Media Experiences 2008 (SAME 08) : held at ACM Multimedia 2008 : Vancouver, BC, Canada, 31 October 2008","year":2008,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","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":"Multimedia; Computer science; Library science; Media studies; World Wide Web; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.02791322547562261,"gpt":0.2890046580455711,"spread":0.2610914325699485,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001239073,0.0007342765,0.0009632926,0.0005143586,0.002071174,0.0001366712,0.003660703,0.001232971,0.000274734],"category_scores_gemma":[0.009893972,0.0007771568,0.00043743,0.0001990361,0.0004913551,0.0001150422,0.00131083,0.001326983,0.0001130304],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006254097,"about_ca_system_score_gemma":0.003136333,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08269837,"about_ca_topic_score_gemma":0.7876301,"domain_scores_codex":[0.9940728,0.0003912386,0.001234515,0.001003246,0.002178941,0.001119251],"domain_scores_gemma":[0.9893847,0.005983081,0.002059399,0.001460485,0.0007426772,0.0003696275],"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":[0.00004953549,0.0001042515,0.001851084,0.00001857517,0.0003154913,0.00001833568,0.02159061,0.00006864062,0.000007562641,0.0007046127,0.9592906,0.01598068],"study_design_scores_gemma":[0.001319022,0.00004217094,0.0007154961,0.0002579083,0.0001053866,0.000003972248,0.002324688,0.003638059,0.00004282171,0.001051647,0.9894949,0.001003888],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02539147,0.001839348,0.0004564303,0.01945322,0.05461407,0.005997665,0.001060578,0.002329205,0.888858],"genre_scores_gemma":[0.05279137,0.0006465985,0.003730655,0.002044004,0.002576285,0.0002556764,0.001278878,0.0001505591,0.936526],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7049317,"threshold_uncertainty_score":0.9994679,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W633633352","doi":"","title":"PM[2]HW[2]N '08 : proceedings of theThird ACM International Workshop on Performance Monitoring, Measurement, and Evaluation of Heterogeneous Wireless and Wired Networks : Vancouver, British Columbia, Canada, October 31, 2008","year":2008,"lang":"en","type":"book","venue":"Association for Computing Machinery 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":"Wireless; Telecommunications; Engineering; Computer science; Library science; Environmental science; Computer network","retraction":null,"screen_n_in":null,"score":{"opus":0.0269630181400992,"gpt":0.2436055998619187,"spread":0.2166425817218195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00218479,0.0003379769,0.0006786842,0.000103932,0.0003825478,0.0003145832,0.0007979544,0.0004105702,0.000001395122],"category_scores_gemma":[0.0002353099,0.0004730798,0.0001339492,0.00009005734,0.00006603696,0.0001585895,0.0004053217,0.0004432114,8.953135e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001202967,"about_ca_system_score_gemma":0.0009704437,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01463614,"about_ca_topic_score_gemma":0.11087,"domain_scores_codex":[0.9959944,0.00007882148,0.0008869773,0.000686925,0.001937966,0.0004149438],"domain_scores_gemma":[0.9948943,0.0004836646,0.002051086,0.0002932782,0.002166821,0.0001108191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001190072,0.0001509555,0.08092866,0.0006387541,0.001215449,0.000005914359,0.0008807632,0.01938786,0.00004919161,0.000277106,0.2123007,0.6840456],"study_design_scores_gemma":[0.003763325,0.0003871908,0.02812159,0.004866002,0.0002564523,0.00003897056,0.00002153635,0.9401298,0.0001668915,0.001407633,0.0196152,0.001225434],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8687348,0.002579549,0.008515142,0.0002123953,0.01090865,0.02557031,0.0002860362,0.000469889,0.08272316],"genre_scores_gemma":[0.9563789,0.0002007197,0.001456082,0.00009969218,0.001034277,0.0004956455,0.00004040515,0.00008439842,0.04020987],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9207419,"threshold_uncertainty_score":0.9997721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W562083864","doi":"","title":"3rd International Conference on Quality of Service in Heterogeneous Wired/Wireless Networks : QShine 2006, August 7-9, 2996, Waterloo, Ontario, Canada","year":2006,"lang":"en","type":"book","venue":"Association for Computing Machinery 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":"Telecommunications; Quality of service; Computer network; Computer science; Library science","retraction":null,"screen_n_in":null,"score":{"opus":0.01401763956613089,"gpt":0.2240091364280445,"spread":0.2099914968619136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001217038,0.0006972518,0.001160561,0.0001996197,0.0001202624,0.0001052458,0.0006888947,0.000765577,0.0000508212],"category_scores_gemma":[0.00004445942,0.0008204585,0.0002734892,0.00008731162,0.00002985115,0.00006252208,0.0001871382,0.001134462,0.000001888276],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007667745,"about_ca_system_score_gemma":0.0007793409,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6915923,"about_ca_topic_score_gemma":0.9901695,"domain_scores_codex":[0.9959201,0.0001800863,0.001634714,0.0006483526,0.0008846646,0.0007320699],"domain_scores_gemma":[0.9970895,0.000745804,0.001065043,0.0004815969,0.0005069821,0.0001110611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002079071,0.0001410191,0.01386416,0.0007153975,0.0008022614,0.0000195089,0.0007852007,0.9151499,0.00003089569,0.002809863,0.06127688,0.004196968],"study_design_scores_gemma":[0.003079743,0.00009901902,0.008184291,0.0008556715,0.0001620045,0.000005572785,0.00001671566,0.9533235,0.00008727827,0.003085837,0.02940108,0.001699309],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3605906,0.0002992086,0.005703775,0.0003334207,0.01644458,0.004042376,0.002847125,0.001016641,0.6087223],"genre_scores_gemma":[0.871682,0.000003854068,0.0001218426,0.000305553,0.0008775801,0.00003959765,0.002618704,0.0001512026,0.1241997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5110914,"threshold_uncertainty_score":0.9994246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W641046166","doi":"","title":"SIGDOC 2002 : connect : proceedings of the 20th Annual International Conference on Documentation, October 20-23, 2002, Tronto, Ontario, Canada","year":2002,"lang":"en","type":"book","venue":"Association for Computing Machinery 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":"Documentation; Library science; Political science; Media studies; Geography; History; Sociology; Computer science; Programming language","retraction":null,"screen_n_in":null,"score":{"opus":0.02415599539263459,"gpt":0.2172958911603916,"spread":0.1931398957677569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003773353,0.0004114053,0.0004726564,0.0001100676,0.0005920607,0.0007609589,0.0005937953,0.0001613975,0.00322095],"category_scores_gemma":[0.0001175825,0.0003500108,0.000264959,0.00001486697,0.00009455419,0.000267276,0.000120246,0.0005868171,0.00001993262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002379198,"about_ca_system_score_gemma":0.0008810445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1268881,"about_ca_topic_score_gemma":0.8591686,"domain_scores_codex":[0.9975383,0.00002879178,0.0007404616,0.0003922842,0.0009177141,0.0003824137],"domain_scores_gemma":[0.9965358,0.0003186326,0.001446513,0.0001465759,0.00148482,0.00006763307],"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":[0.00002320379,0.00003434211,0.0002913488,0.00004152202,0.0002619331,5.918309e-7,0.007556241,0.00001784721,0.000001075644,0.2935595,0.6975912,0.0006211773],"study_design_scores_gemma":[0.0007236219,0.000130501,0.0003332892,0.000290061,0.0001148456,0.000001396525,0.0008404247,0.000292863,0.000007039571,0.005285494,0.991531,0.0004495178],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003040258,0.00003109078,0.000001699968,0.0002874073,0.002312934,0.0006627712,0.001541626,0.00005478153,0.9920675],"genre_scores_gemma":[0.09103592,0.000001245879,0.00001183831,0.0006917558,0.0009953643,0.00001959313,0.0002944843,0.0000502555,0.9068995],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7322805,"threshold_uncertainty_score":0.9998952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W651310131","doi":"","title":"MSWiM '08 : proceedings of the Eleventh ACM International Conference on Modeling, Analysis and Simulation of Wireless and Mobile Systems : Vancouver, British Columbia, Canada, October 27-31, 2008","year":2008,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Wireless Communication Networks Research","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":"Eleventh; Wireless; Library science; Telecommunications; Computer science; Operations research; Geography; Engineering; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01783835924811741,"gpt":0.2505361638133718,"spread":0.2326978045652544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007879845,0.0002184031,0.000650588,0.0001874069,0.0003550776,0.0003530804,0.00150795,0.0002566362,0.000001740915],"category_scores_gemma":[0.0002203569,0.0002713336,0.0001709695,0.0002218701,0.00008027508,0.0001193768,0.0009378021,0.0004552387,1.065163e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007441432,"about_ca_system_score_gemma":0.0008102287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1008772,"about_ca_topic_score_gemma":0.3779286,"domain_scores_codex":[0.9971417,0.00009622682,0.0008422185,0.0005225082,0.001114582,0.0002827701],"domain_scores_gemma":[0.9951754,0.0008769705,0.00168967,0.000513665,0.001665087,0.00007918101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002932206,0.0001396637,0.03656063,0.0004772726,0.002406464,0.000001946512,0.001465054,0.8725726,0.00002598662,0.00368457,0.06266123,0.01997524],"study_design_scores_gemma":[0.0003934567,0.0000416313,0.001498246,0.0003316733,0.00009432818,0.000002258563,0.00002497087,0.9941731,0.000003101243,0.0006879796,0.002523483,0.0002257902],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7106436,0.001488867,0.1222516,0.0004121018,0.005132137,0.00953821,0.001987687,0.0004304444,0.1481153],"genre_scores_gemma":[0.9016891,0.00007670827,0.0006605797,0.00003086483,0.00008929783,0.00003132228,0.00006117151,0.00002687367,0.09733414],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2770514,"threshold_uncertainty_score":0.9999739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1605221606","doi":"","title":"LCTES 2006 : proceedings of the 2006 ACM SIGPLAN/SIGBED Conference for Languages, Compilers, and Tools for Embedded Systems, June 14-16, 2006, Ottawa, Ontario, Canada","year":2006,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Parallel Computing and Optimization Techniques","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":"Compiler; Programming language; Computer science; Library science","retraction":null,"screen_n_in":null,"score":{"opus":0.01335677220433085,"gpt":0.2283848680769409,"spread":0.2150280958726101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001822684,0.0005939719,0.001008772,0.0001831286,0.0005902791,0.0008367618,0.00154609,0.0004669493,0.000001079728],"category_scores_gemma":[0.0009044111,0.0005414141,0.0002955312,0.0001004262,0.00005601648,0.0002181602,0.0004465651,0.0004574193,2.499133e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001490082,"about_ca_system_score_gemma":0.002043544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1085881,"about_ca_topic_score_gemma":0.2262443,"domain_scores_codex":[0.9966181,0.00009593272,0.00117854,0.0008199864,0.0006439787,0.0006434414],"domain_scores_gemma":[0.9921367,0.002981198,0.00272843,0.0004966441,0.001558914,0.00009814883],"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":[0.00002203604,0.0000322202,0.000774879,0.0005570489,0.0001953295,3.837173e-7,0.0004168922,0.002717758,0.00003676299,0.04186707,0.9517673,0.001612308],"study_design_scores_gemma":[0.003075791,0.0002875818,0.0009505543,0.001332956,0.0003557486,0.00001614758,0.00007550474,0.2206488,0.0004788529,0.01172597,0.7592773,0.001774806],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0007941415,0.0007245552,0.7709917,0.001288231,0.003238948,0.01087894,0.004299691,0.001153907,0.2066299],"genre_scores_gemma":[0.0253071,0.000003796255,0.08729003,0.000753983,0.0005738756,0.0002963491,0.001656316,0.0001367568,0.8839818],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6837016,"threshold_uncertainty_score":0.9997038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W576735625","doi":"","title":"International Wireless Communications and Mobile Computing Conference : IWCMC 2006, July 3-6, 2006, Vancouver, British Columbia, Canada","year":2006,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"ICT Impact and Policies","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":"Telecommunications; Wireless; Geography; Library science; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.006802828941781751,"gpt":0.2120866760180036,"spread":0.2052838470762219,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003783584,0.0003556352,0.0005943819,0.00009373398,0.0005683574,0.0006968091,0.0006176457,0.0003735654,0.00001251427],"category_scores_gemma":[0.0000469726,0.0006062402,0.0001452934,0.00004784316,0.0000670056,0.00007463738,0.0002496566,0.0006911547,0.00000312108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001672968,"about_ca_system_score_gemma":0.0005660204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4615694,"about_ca_topic_score_gemma":0.918731,"domain_scores_codex":[0.9979837,0.0000625016,0.0007409714,0.0002235772,0.0004433391,0.0005459317],"domain_scores_gemma":[0.997733,0.0008248223,0.0005667195,0.0003733866,0.0003855,0.0001165874],"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":[0.000001726778,0.00001614003,0.002699947,0.0001550094,0.0002963287,0.000002028579,0.0005018144,0.002181395,0.000009842525,0.0001182469,0.9626092,0.03140831],"study_design_scores_gemma":[0.0005983773,0.0000282713,0.001075852,0.0003317372,0.0000982951,0.00001037388,0.00004813141,0.08412544,0.000003953078,0.0004084586,0.9125963,0.0006747477],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01815238,0.0006096426,0.002571755,0.00005779483,0.004891087,0.001259698,0.003968297,0.0007651657,0.9677242],"genre_scores_gemma":[0.3064777,0.00004862727,0.0003667322,0.0002179842,0.0008343672,0.00002899977,0.001588118,0.0001405137,0.6902969],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4571615,"threshold_uncertainty_score":0.9996389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W641984687","doi":"","title":"Proceedings of the 2006 ACM SIGPLAN/SIGBED Conference for Languages, Compilers, and Tools for Embedded Systems : LCTES 2006 : June 14-16, 2006, Ottawa, Ontario, Canada","year":2006,"lang":"en","type":"book","venue":"Association for Computing Machinery 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":"Compiler; Library science; Computer science; Programming language","retraction":null,"screen_n_in":null,"score":{"opus":0.01346188549942486,"gpt":0.2194767850631832,"spread":0.2060148995637583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002226298,0.0007017913,0.001268117,0.0001491189,0.0006231185,0.001162502,0.001862392,0.0005120189,0.000001059747],"category_scores_gemma":[0.0007982061,0.0006256199,0.0003980146,0.0001118317,0.00005614416,0.0002124791,0.0004520901,0.0005130389,5.686086e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001708151,"about_ca_system_score_gemma":0.002485944,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1841908,"about_ca_topic_score_gemma":0.3570189,"domain_scores_codex":[0.9958844,0.0001188065,0.00141115,0.0009439099,0.0008092643,0.0008324843],"domain_scores_gemma":[0.9907593,0.003853133,0.003175671,0.0005717785,0.001511868,0.0001282527],"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":[0.00002732064,0.0000378464,0.001707015,0.001043854,0.0003444488,7.879942e-7,0.0006616399,0.001755244,0.00004802797,0.04649062,0.9464855,0.001397718],"study_design_scores_gemma":[0.002941727,0.0002153186,0.001319291,0.00140165,0.0003130516,0.000020849,0.0001134709,0.08363504,0.000073893,0.00487208,0.9037203,0.001373357],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00643171,0.001678694,0.44907,0.002268715,0.0162293,0.02575874,0.02487474,0.001356872,0.4723313],"genre_scores_gemma":[0.1463519,9.732693e-7,0.007553847,0.000403036,0.0009726611,0.0002509435,0.002789002,0.0001243689,0.8415533],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4415161,"threshold_uncertainty_score":0.9998744,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W634082400","doi":"","title":"ICFP'08 : proceedings of the 2008 SIGPLAN International Conference on Functional Programming : Victoria, British Columbia, Canada, September 22-24, 2008","year":2008,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Complex Systems and Decision Making","field":"Decision Sciences","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; Political science; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.05376256841064497,"gpt":0.2865582463177223,"spread":0.2327956779070773,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002496286,0.0004302227,0.001020695,0.0002350664,0.001109987,0.001484821,0.00153276,0.0004621777,0.0003821389],"category_scores_gemma":[0.002349493,0.0004594769,0.0006661631,0.0002487843,0.0001036072,0.0001260072,0.0005039392,0.0008142892,0.00002722814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001698988,"about_ca_system_score_gemma":0.002473676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06353984,"about_ca_topic_score_gemma":0.359455,"domain_scores_codex":[0.9908327,0.0001247488,0.002164892,0.001097467,0.00520074,0.0005794418],"domain_scores_gemma":[0.9885378,0.002801175,0.004319552,0.0004258962,0.003751386,0.00016422],"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":[0.00002626701,0.00003771363,0.02377763,0.00002120174,0.0001849231,0.000004846616,0.0001649618,0.0001214729,0.00001031007,0.004587198,0.962876,0.008187479],"study_design_scores_gemma":[0.0009654252,0.00007898318,0.02213953,0.0006117927,0.00005545551,0.00007410616,0.0001124085,0.006939242,0.000003232199,0.01392456,0.9544829,0.0006123261],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01110471,0.0001214469,0.0007661306,0.0001957228,0.01450968,0.001939001,0.001070718,0.0001440848,0.9701485],"genre_scores_gemma":[0.2009101,0.000001174464,0.0003665425,0.0002565334,0.001594319,0.00003550993,0.00006879443,0.00006334075,0.7967037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2959152,"threshold_uncertainty_score":0.9997857,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W638428738","doi":"","title":"Dynamic Languages Symposium, DLS 2007 : held at the OOPSLA Conference, October 22, 2007, Montreal, Quebec, Canada","year":2007,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Multi-Agent Systems and Negotiation","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; Political science; Media studies; Computer science; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.007995558849309891,"gpt":0.2372447427161148,"spread":0.2292491838668049,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001642557,0.000637496,0.0007272005,0.0002079544,0.0008103208,0.0004429026,0.001178867,0.000569025,0.00005724956],"category_scores_gemma":[0.0001264794,0.0005359566,0.0003405937,0.00009173332,0.00003998797,0.0001256128,0.0004459131,0.000609932,0.00005222],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004319481,"about_ca_system_score_gemma":0.001542917,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3367597,"about_ca_topic_score_gemma":0.8912524,"domain_scores_codex":[0.9958076,0.0002479438,0.00103188,0.0008823501,0.001182695,0.000847567],"domain_scores_gemma":[0.9948205,0.001615396,0.00200814,0.0008529043,0.0005291806,0.0001738783],"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":[0.00002061978,0.00003456443,0.0005887073,0.0001689728,0.0004377168,0.00002410883,0.0008991598,0.0009896349,0.0001104653,0.006731135,0.9774377,0.01255725],"study_design_scores_gemma":[0.001743726,0.00008989321,0.004660381,0.0005366387,0.0002424661,0.00002742032,0.00006887977,0.215377,0.00008190051,0.0009956157,0.7744342,0.001741923],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001785194,0.00110671,0.1062716,0.001443463,0.008540876,0.003274148,0.0004934525,0.0006741063,0.8764105],"genre_scores_gemma":[0.01725569,0.00001357095,0.0005813823,0.001126172,0.0008219637,0.00003327934,0.0006279441,0.00008141733,0.9794586],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5544927,"threshold_uncertainty_score":0.9997092,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W588119339","doi":"","title":"OOPSLA : 22nd International Conference on Object-Oriented Programming, Systems, Languages, and Applications : Palais des congrès de Montréal, October 21-25, 2007 : proceedigs","year":2007,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Model-Driven Software Engineering Techniques","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":"Computer science; Programming language","retraction":null,"screen_n_in":null,"score":{"opus":0.01575799137272405,"gpt":0.2783093418091566,"spread":0.2625513504364326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001343376,0.0005022458,0.0005074223,0.0003996125,0.000344069,0.0005778963,0.000831701,0.0005177641,0.000002097313],"category_scores_gemma":[0.0001174733,0.0005435853,0.0001517478,0.0001038381,0.00006978727,0.0001467153,0.0003451124,0.0006313905,0.000007000468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001659561,"about_ca_system_score_gemma":0.0002958785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000220907,"about_ca_topic_score_gemma":0.00005717917,"domain_scores_codex":[0.9971994,0.00006411295,0.0006718556,0.0007909159,0.0006665537,0.0006071535],"domain_scores_gemma":[0.996905,0.0004477499,0.0009105712,0.000448259,0.00110906,0.0001793882],"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":[0.00001520229,0.00009060059,0.001939777,0.0003784627,0.0003703172,0.00001140503,0.001352374,0.0003823255,0.0000226044,0.7705763,0.02433206,0.2005285],"study_design_scores_gemma":[0.0005864102,0.0001537517,0.0004434333,0.0006225301,0.00008134408,0.00003306878,0.00001961515,0.1187748,0.00003078128,0.004106525,0.8743911,0.0007565778],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.00005666842,0.0004896664,0.9291972,0.00005352259,0.0004025189,0.001714622,0.0001037033,0.001480184,0.06650193],"genre_scores_gemma":[0.02411265,0.0001063319,0.5323911,0.0004320674,0.002192512,0.001272463,0.001179257,0.0003040429,0.4380096],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.8500591,"threshold_uncertainty_score":0.9997016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W635314795","doi":"","title":"SNC'07 : proceedings of the 2007 International Workshop on Symbolic-Numeric Computation, London (Ontario, Canada), July 25-27, 2007","year":2007,"lang":"en","type":"book","venue":"Association for Computing Machinery 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":"Computation; Operations research; Library science; Computer science; Engineering; Programming language","retraction":null,"screen_n_in":null,"score":{"opus":0.01089426752599658,"gpt":0.2362236151590566,"spread":0.22532934763306,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002485191,0.0008518694,0.001077802,0.0004658212,0.000560953,0.0004191131,0.002947232,0.0006282013,0.00002559975],"category_scores_gemma":[0.0005827895,0.0007935332,0.0006213868,0.0003099506,0.0001070159,0.0001782962,0.001096668,0.001505147,0.00002254205],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007839825,"about_ca_system_score_gemma":0.002959542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04096504,"about_ca_topic_score_gemma":0.06767807,"domain_scores_codex":[0.9933262,0.0001014513,0.001755984,0.001327556,0.002518641,0.0009701115],"domain_scores_gemma":[0.9914671,0.00236334,0.003377862,0.0006057985,0.001969541,0.0002163741],"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":[0.00009191027,0.0003313471,0.01140846,0.0002961492,0.001109683,0.00001179863,0.002353779,0.01203876,0.00001842951,0.04082541,0.8447596,0.08675469],"study_design_scores_gemma":[0.00261327,0.0003004526,0.04036278,0.001052353,0.0002711789,0.00004918946,0.00004382204,0.1694539,0.0001308653,0.03515415,0.7481964,0.002371616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002707225,0.0001332202,0.1085886,0.001231223,0.02187496,0.003173992,0.0001798791,0.0005989809,0.8615119],"genre_scores_gemma":[0.05175402,0.000004376437,0.01955589,0.003372706,0.003506042,0.000044523,0.0002737753,0.0002199641,0.9212687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1574152,"threshold_uncertainty_score":0.9994516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W642107625","doi":"","title":"6th Workshop on Aspects, Components, and Patterns for Infrastructure Software : ACP4IS '07 : held at 6th International Conference on Aspect-Oriented Software Development, March 12-16, 2007, Vancouver, British Columbia, Canada","year":2007,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Advanced Software Engineering Methodologies","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; Software; Engineering; Computer science; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.02262484985018038,"gpt":0.2528174165654999,"spread":0.2301925667153196,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001114529,0.0007397603,0.000978388,0.0002662874,0.0009037604,0.0005834865,0.001308146,0.000660313,0.00003044925],"category_scores_gemma":[0.002436615,0.001073673,0.0002219767,0.00009128614,0.00006006598,0.0001490261,0.0009484361,0.001144454,0.000002664582],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007689752,"about_ca_system_score_gemma":0.001304594,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01261263,"about_ca_topic_score_gemma":0.486371,"domain_scores_codex":[0.9949943,0.0001486031,0.001007308,0.001494532,0.001301394,0.001053856],"domain_scores_gemma":[0.9910124,0.006034611,0.001382865,0.0005943491,0.0007207455,0.0002550148],"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":[0.0002446339,0.000135683,0.02310881,0.0009213681,0.001636329,0.0001243887,0.0008603098,0.01899439,0.00001105542,0.002799851,0.4909309,0.4602323],"study_design_scores_gemma":[0.008152155,0.0007624361,0.05185524,0.006042126,0.0002427789,0.00009886691,0.0001132418,0.01701408,0.0001212679,0.04985572,0.8593577,0.006384368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001068396,0.00007600448,0.9827543,0.00006496024,0.007434448,0.001490408,0.00110853,0.0008535697,0.005149408],"genre_scores_gemma":[0.008789707,0.00004409839,0.5185404,0.001736059,0.00145427,0.0001956901,0.003356958,0.0003460394,0.4655368],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.4737583,"threshold_uncertainty_score":0.9991714,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W562552613","doi":"","title":"1st International Workshop on Communicability Design and Evaluation in Cultural and Ecological Multimedia System 2008 : (CommunicabilityMS 08) : held at ACM Multimedia 008 : Vancouver, BC, Canada, 31 October 2008","year":2008,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","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":"Multimedia; Interactive media; Computer science; Library science; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.06724253791850521,"gpt":0.3288331480655757,"spread":0.2615906101470705,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.006094534,0.0005699519,0.0009662065,0.0002938737,0.001606807,0.0001102871,0.001682758,0.00130896,0.00003358214],"category_scores_gemma":[0.009221259,0.0005640336,0.0001862814,0.0001295921,0.0006887151,0.0001195264,0.001378321,0.001609488,0.000008274583],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01065145,"about_ca_system_score_gemma":0.001747927,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06442096,"about_ca_topic_score_gemma":0.6725464,"domain_scores_codex":[0.9932911,0.002745924,0.001223544,0.0008135369,0.001231011,0.0006949111],"domain_scores_gemma":[0.9828273,0.01358643,0.001321376,0.001219402,0.0007970509,0.0002484313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0008683413,0.001161101,0.07689991,0.000335172,0.001326977,0.00002957043,0.03744417,0.002460805,0.00003904698,0.003822519,0.6151872,0.2604252],"study_design_scores_gemma":[0.009007907,0.0002246188,0.04055018,0.0009280647,0.0004107763,0.00001455853,0.003650058,0.5575367,0.00001558967,0.00200277,0.3833976,0.002261159],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2465567,0.005686202,0.0007870477,0.01968703,0.01530759,0.03128832,0.001095687,0.002650524,0.6769409],"genre_scores_gemma":[0.8255249,0.001632152,0.0261145,0.0007397005,0.0007146867,0.0006337158,0.001499252,0.0001413517,0.1429997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6081254,"threshold_uncertainty_score":0.9999875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W379805795","doi":"","title":"Eclipse Technology Exchange Workshop (ETX 2007) : held at OOSPLA 2007, Montreal, Quebec, Canada, 21 October 2007","year":2007,"lang":"en","type":"book","venue":"Association for Computing Machinery 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":"Eclipse; Library science; Media studies; History; Meteorology; Geography; Computer science; Sociology; Astronomy; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.01055148151612558,"gpt":0.2316400798848818,"spread":0.2210885983687562,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002507919,0.001224787,0.001589806,0.0007430509,0.00107368,0.0005074769,0.002568105,0.001885064,0.00007165712],"category_scores_gemma":[0.0004336173,0.001343142,0.0005787676,0.0003675228,0.00009016287,0.000145057,0.001359473,0.001510833,0.0001676341],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006861789,"about_ca_system_score_gemma":0.002285257,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1051335,"about_ca_topic_score_gemma":0.5768111,"domain_scores_codex":[0.9925585,0.000259393,0.001797041,0.001789394,0.001535629,0.002060041],"domain_scores_gemma":[0.9919231,0.002291962,0.00291949,0.001529486,0.000915473,0.0004204679],"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":[0.00002640668,0.00004891177,0.0007066121,0.0001854756,0.0004188414,0.00008918063,0.0002822347,0.001341306,0.000001731809,0.004641145,0.9720933,0.02016489],"study_design_scores_gemma":[0.001172777,0.00006823622,0.0003501342,0.0005517317,0.0001260491,0.00004494157,0.00001801431,0.02884004,0.00001019088,0.002433264,0.9649373,0.001447367],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005527197,0.003190638,0.1596629,0.001599641,0.02263809,0.002852376,0.0007302803,0.001999993,0.8067734],"genre_scores_gemma":[0.003323302,0.00001598457,0.00221986,0.001438434,0.006548983,0.00004564102,0.001070606,0.0001676965,0.9851695],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4716777,"threshold_uncertainty_score":0.9994107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W596341094","doi":"","title":"Proceedings of the 2003 Conference on Universal Usability : CUU 2003 : November 10-11, 2003, Vancouver, British Columbia, Canada","year":2003,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Usability and User Interface Design","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":"Usability; Library science; History; Political science; Geography; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.01261158871296104,"gpt":0.2040176223933331,"spread":0.191406033680372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001540009,0.0004529495,0.0008254616,0.00006020024,0.0006021354,0.0006147757,0.0017416,0.0005329332,0.000078795],"category_scores_gemma":[0.001974932,0.0005802281,0.0002179333,0.0005115924,0.0001307176,0.0001841832,0.0003575556,0.0006539294,0.000003457861],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003361096,"about_ca_system_score_gemma":0.007519255,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1778719,"about_ca_topic_score_gemma":0.8499824,"domain_scores_codex":[0.9958618,0.0001848927,0.0009775327,0.001073248,0.001184156,0.000718368],"domain_scores_gemma":[0.9914516,0.0004593225,0.001778499,0.0006223595,0.005531825,0.0001564303],"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":[0.000009357172,0.00008548417,0.005831705,0.0001494442,0.0001286514,0.000001500783,0.0001592055,0.00007921265,0.000008095158,0.005820795,0.9859609,0.001765646],"study_design_scores_gemma":[0.001791192,0.0003096567,0.00307668,0.0008697546,0.0001959367,0.00000992537,0.00005256277,0.02831292,0.000210432,0.009761106,0.953897,0.001512868],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01250067,0.00005840623,0.006282472,0.0003094386,0.01172857,0.004709038,0.00111492,0.0003585225,0.962938],"genre_scores_gemma":[0.01614624,0.00000156232,0.002114709,0.0006932353,0.0001423545,0.00002246007,0.0000287941,0.00005625687,0.9807944],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6721106,"threshold_uncertainty_score":0.9996649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W355903526","doi":"","title":"SPAA 2002 : Fourteenth Annual ACM Symposium on Parallel Algorithms and Architectures, August 10-13, 2002, Winnipeg, Manitoba, Canada","year":2002,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Interconnection Networks and 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":"Computer science; History","retraction":null,"screen_n_in":null,"score":{"opus":0.01424031302703619,"gpt":0.2125394869319179,"spread":0.1982991739048817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009958614,0.0007984726,0.0009284611,0.0003147011,0.0007863519,0.0005211551,0.001406287,0.0006028148,0.00004143217],"category_scores_gemma":[0.0001863955,0.0007995855,0.0003294109,0.00009309737,0.0000383859,0.00008608851,0.0005494251,0.000959785,0.00003870578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001875736,"about_ca_system_score_gemma":0.0005373919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03107856,"about_ca_topic_score_gemma":0.1139933,"domain_scores_codex":[0.9954543,0.0002978799,0.001007581,0.001208793,0.001073365,0.0009581535],"domain_scores_gemma":[0.9954571,0.001450097,0.001434737,0.0009586296,0.0004358142,0.0002636301],"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":[0.00001986895,0.00003465752,0.00009693162,0.0000900076,0.0003523051,0.00002891258,0.0004449369,0.008882135,0.000001087273,0.00287018,0.9654164,0.02176259],"study_design_scores_gemma":[0.001209203,0.0003368842,0.00026168,0.0003803973,0.00008617019,0.00006137809,0.00002840873,0.2501117,0.000002767883,0.001377979,0.7450557,0.001087692],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005873541,0.00141475,0.09741398,0.002636924,0.01514205,0.003806922,0.001118628,0.001178833,0.8767006],"genre_scores_gemma":[0.00558633,0.000009852288,0.003319673,0.001076438,0.003443983,0.00004493387,0.0001208041,0.0001215789,0.9862764],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2412296,"threshold_uncertainty_score":0.9994455,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W593879142","doi":"","title":"Inaugural International Conference on Distributed Event-Based Systems : DEBS 07 : June 20-22, 2007, Toronto, Ontario, Canada","year":2007,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Semantic Web and Ontologies","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":"Event (particle physics); Library science; Geography; Political science; Regional science; History; Computer science; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.0167472982267819,"gpt":0.2511577913711912,"spread":0.2344104931444093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001085245,0.0005694216,0.0007289008,0.0001292128,0.0003620044,0.0004601483,0.001515232,0.000481489,0.00006440356],"category_scores_gemma":[0.0002255525,0.0005760515,0.0002721855,0.00004114047,0.00003207216,0.000129113,0.0002537055,0.0006005305,0.00001590301],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01202928,"about_ca_system_score_gemma":0.004496365,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5549608,"about_ca_topic_score_gemma":0.8980366,"domain_scores_codex":[0.9961585,0.0001267549,0.0009475998,0.0007953679,0.001236283,0.0007354934],"domain_scores_gemma":[0.995997,0.001070379,0.001473939,0.0005613815,0.000737018,0.0001602432],"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":[0.0001186459,0.0001137235,0.002792132,0.0001463546,0.0007295553,0.00007095323,0.0003423826,0.006161283,0.00001127668,0.1275306,0.8554866,0.006496405],"study_design_scores_gemma":[0.002182863,0.0002656814,0.00240796,0.0006823594,0.000121654,0.00001225853,0.00006166898,0.3907782,0.0000421782,0.002635247,0.5994043,0.001405654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003645108,0.0002084619,0.3529576,0.0008324998,0.02356535,0.001322475,0.0005538637,0.0005808304,0.6196144],"genre_scores_gemma":[0.1314569,0.000001923831,0.001845212,0.0009652392,0.001050408,0.00003597526,0.002059661,0.00005795393,0.8625268],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3846169,"threshold_uncertainty_score":0.9996691,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W600069041","doi":"","title":"VRST 2001 : proceedings of the ACM Symposium on Virtual Reality Software and Technology, November 15-17, 2001, Banff, Alberta, Canada","year":2001,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Augmented Reality Applications","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":"Virtual reality; Software; Computer science; Library science; Human–computer interaction; Operating system","retraction":null,"screen_n_in":null,"score":{"opus":0.01117062267932551,"gpt":0.2303486838704187,"spread":0.2191780611910932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009769266,0.0004942552,0.0006361731,0.0002183491,0.0006547997,0.0001414397,0.002643579,0.0006561182,0.000004073136],"category_scores_gemma":[0.001259213,0.0004424828,0.0001794023,0.0003108689,0.0001322316,0.00008660394,0.001626097,0.000853478,0.000002631983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001989688,"about_ca_system_score_gemma":0.001470821,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03833719,"about_ca_topic_score_gemma":0.1358957,"domain_scores_codex":[0.9967149,0.00004559639,0.0008390796,0.0009086385,0.000823817,0.0006680031],"domain_scores_gemma":[0.9944922,0.001444898,0.002006433,0.001201152,0.000722146,0.0001331427],"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":[0.0000102004,0.00007447563,0.003232638,0.0001172642,0.0002908461,7.723817e-7,0.0002174569,0.0004712943,0.00006504033,0.06136217,0.928757,0.005400833],"study_design_scores_gemma":[0.001829331,0.0003096532,0.003045239,0.0008968257,0.0003772975,0.00004592168,0.00005646261,0.04242888,0.0005050097,0.06423481,0.8846015,0.001669071],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00302742,0.00006284541,0.03383581,0.04986434,0.001946231,0.006110102,0.001133361,0.001031877,0.902988],"genre_scores_gemma":[0.008102905,0.00001013848,0.00378361,0.001552823,0.0003995175,0.0001116366,0.0001654018,0.0000994994,0.9857745],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09755847,"threshold_uncertainty_score":0.9998027,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W6995670705","doi":"","title":"PLDI 2006. Proceedings of the 2006 ACM SIGPLAN Conferenceon Programming Language Design and Implementation:June 10-16, 2006 Ottawa, Ontario, Canada","year":2006,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Special Interest Group; Quality (philosophy); Program Design Language; Selection (genetic algorithm)","retraction":null,"screen_n_in":null,"score":{"opus":0.01193240311217137,"gpt":0.2526522347805059,"spread":0.2407198316683345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006997837,0.0003897448,0.0006834298,0.0001283966,0.0005190654,0.00008765073,0.0001703981,0.0002427529,0.00003416998],"category_scores_gemma":[0.0002176155,0.0003196093,0.0001836903,0.00007259729,0.00005462559,0.00003581324,0.0001379082,0.0004525691,7.456415e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002158379,"about_ca_system_score_gemma":0.001464056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5469559,"about_ca_topic_score_gemma":0.8386708,"domain_scores_codex":[0.997863,0.00003650037,0.000747729,0.0003954148,0.0005279459,0.000429439],"domain_scores_gemma":[0.9973654,0.0005174408,0.001236663,0.000183693,0.0006253887,0.0000714491],"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":[0.00004335727,0.00004498069,0.07066772,0.0004034834,0.0005646674,0.00000233078,0.00106662,0.00003536758,0.0001326634,0.0007661204,0.9203821,0.005890603],"study_design_scores_gemma":[0.00327019,0.0005169514,0.03253384,0.0007833989,0.001387604,0.00002918878,0.0005555523,0.0004184208,0.0005967284,0.0008298415,0.9582551,0.0008231702],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.08285657,0.001062737,0.001243177,0.001878087,0.002551177,0.01227216,0.001776755,0.0004392981,0.89592],"genre_scores_gemma":[0.07025686,0.00000191063,0.002019103,0.0002500907,0.0004806952,0.00008065916,0.0005711628,0.00006737559,0.9262722],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2917148,"threshold_uncertainty_score":0.9999256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W607955037","doi":"","title":"SPAA '09 : proceedings of the Twenty-First Annual Symposium on Parallelism in Algorithms and Architectures : August 11-13, 2009, Calgary, Alberta, Canada","year":2009,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Computational Geometry and Mesh Generation","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":"Parallelism (grammar); Computer science; History; Library science; Parallel computing","retraction":null,"screen_n_in":null,"score":{"opus":0.00513833367918461,"gpt":0.203387008328237,"spread":0.1982486746490524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006805962,0.0004161265,0.0005224006,0.000290683,0.0003628493,0.0001480524,0.0007056688,0.0002748011,0.000001049434],"category_scores_gemma":[0.0001897918,0.0003663458,0.0001706358,0.000172343,0.00003185564,0.00006826402,0.0002665416,0.0005050469,6.006998e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007535479,"about_ca_system_score_gemma":0.0008623356,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04273472,"about_ca_topic_score_gemma":0.1904789,"domain_scores_codex":[0.9973285,0.00006139952,0.0007151129,0.0006677888,0.0007968586,0.0004303606],"domain_scores_gemma":[0.9973132,0.000971664,0.001051553,0.0002231434,0.0003431606,0.00009729038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001347856,0.0003814815,0.01133576,0.000842347,0.0005933454,0.00001453761,0.009234147,0.1542087,0.00007921636,0.1629475,0.5069074,0.1533208],"study_design_scores_gemma":[0.003903757,0.000696319,0.06771547,0.001376076,0.0001997697,0.00005139541,0.00004436796,0.499255,0.0004051782,0.03933123,0.38476,0.002261458],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.155198,0.0008815158,0.03075645,0.02061496,0.009812102,0.01176309,0.0008078943,0.0006612602,0.7695047],"genre_scores_gemma":[0.2390925,0.00001213571,0.007143195,0.002860569,0.001672968,0.00006351948,0.0002399638,0.000109823,0.7488053],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3450463,"threshold_uncertainty_score":0.9998788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W561904017","doi":"","title":"4th International Workshop on Logical Frameworks and Meta-Languages: Theory and Practice (LFMTP 2009) : Montreal, Canada, 2 August 2009","year":2009,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Logic, Reasoning, and Knowledge","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; Political science; Linguistics; Computer science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.01615411347494554,"gpt":0.2736656271352602,"spread":0.2575115136603146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002690598,0.0005912552,0.0008315425,0.0001926262,0.0004490261,0.0006316919,0.0007949547,0.0008984953,0.00001627804],"category_scores_gemma":[0.003780237,0.0005005543,0.0002418007,0.00006719583,0.00005456993,0.0001869353,0.0003808987,0.001446318,0.000004695403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000763868,"about_ca_system_score_gemma":0.0005722922,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00451389,"about_ca_topic_score_gemma":0.01257984,"domain_scores_codex":[0.9966067,0.0005507078,0.0005904877,0.0009589597,0.0007458103,0.0005473107],"domain_scores_gemma":[0.9880077,0.009740009,0.001206561,0.0004306828,0.0004038744,0.0002111267],"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":[0.0001587233,0.0001412028,0.00007310605,0.00004999094,0.002929521,0.00009334202,0.0015667,0.0003779204,0.000001798657,0.3926646,0.4584189,0.1435241],"study_design_scores_gemma":[0.002684313,0.0005718524,0.003165196,0.0003871237,0.003939238,0.0001852563,0.0002794095,0.04056586,0.000008351118,0.1996412,0.7458613,0.002710952],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00006216899,0.002852092,0.07276434,0.001843821,0.0008856987,0.0006943985,0.000104795,0.0002933452,0.9204993],"genre_scores_gemma":[0.0260916,0.00009915098,0.008678713,0.009141061,0.00150528,0.00003199188,0.0002114762,0.00007640724,0.9541643],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2874424,"threshold_uncertainty_score":0.9997446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W574550031","doi":"","title":"2nd ACM Workshop on Story Representation, Mechanism and Context 2008 (SRMC 08) : held at ACM Multimedia 2008 : Vancouver, BC, Canada 31 October 2008","year":2008,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Web Data Mining and Analysis","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":"Context (archaeology); Computer science; Representation (politics); Multimedia; Library science; History; Political science; Archaeology; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.02015549432405189,"gpt":0.244983381079423,"spread":0.2248278867553711,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001105902,0.0008601934,0.001189268,0.0004579524,0.001502092,0.0002514296,0.002173455,0.0006512897,0.00001461398],"category_scores_gemma":[0.002959632,0.000900713,0.0004083838,0.0002050174,0.0000829558,0.0002260793,0.001660843,0.001081574,0.0000330969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00277406,"about_ca_system_score_gemma":0.002018294,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02777879,"about_ca_topic_score_gemma":0.2172524,"domain_scores_codex":[0.9946072,0.0003411824,0.001043163,0.00166191,0.001428394,0.000918182],"domain_scores_gemma":[0.9906726,0.004229753,0.002000862,0.002159554,0.0005751207,0.0003620788],"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":[0.00002383548,0.00003359552,0.0004781872,0.000038715,0.0005274873,0.00004461176,0.001044425,0.0003352956,0.00001127649,0.0004875635,0.9682495,0.02872549],"study_design_scores_gemma":[0.004280577,0.0002204089,0.001063737,0.0007883599,0.000727569,0.00004793741,0.0002237287,0.1239642,0.0002082476,0.005424016,0.8599458,0.003105473],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0384755,0.01908301,0.278221,0.02420349,0.09829652,0.02119796,0.01203743,0.009235405,0.4992497],"genre_scores_gemma":[0.007860912,0.0001908626,0.01619229,0.002238486,0.001259539,0.00005201503,0.001227348,0.0001490612,0.9708295],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4715798,"threshold_uncertainty_score":0.9997978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W626904080","doi":"","title":"1st ACM Workshop on Analysis and Retrieval of Events, Actions and Workflows in Video Streams 2008 (AREA 2008) : held at ACM Multimedia 2008 : Vancouver, BC, Canada, 31 October 2008","year":2008,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Data Stream Mining Techniques","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":"Computer science; Workflow; STREAMS; Multimedia; Database; Computer network","retraction":null,"screen_n_in":null,"score":{"opus":0.02087386692161575,"gpt":0.2579321414060032,"spread":0.2370582744843875,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001077507,0.0008289957,0.00148931,0.001168454,0.0005613595,0.0001187165,0.001788893,0.000791224,0.000008972742],"category_scores_gemma":[0.002509071,0.0009037976,0.0003554583,0.0006843781,0.0001123344,0.000240826,0.001877228,0.001019842,0.000002263086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002810847,"about_ca_system_score_gemma":0.00129113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03526922,"about_ca_topic_score_gemma":0.4023384,"domain_scores_codex":[0.9948651,0.0002420495,0.00136292,0.001455015,0.001207467,0.0008674578],"domain_scores_gemma":[0.9908578,0.004403986,0.002092096,0.001962005,0.0003953819,0.0002886723],"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":[0.0001451792,0.0001631319,0.04484219,0.00008808223,0.001579657,0.00005044233,0.0009355387,0.0008439581,0.00002395725,0.00009599101,0.8764412,0.07479062],"study_design_scores_gemma":[0.01264084,0.001357452,0.1435285,0.005912548,0.004551476,0.0001262498,0.0002047876,0.4012714,0.001618317,0.009458471,0.4092846,0.01004545],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.3881668,0.0137875,0.1874602,0.008638057,0.03045146,0.03396425,0.03005349,0.009253796,0.2982245],"genre_scores_gemma":[0.0703565,0.001326527,0.2048045,0.001053001,0.001094243,0.000155547,0.004425792,0.0004117423,0.7163721],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4671567,"threshold_uncertainty_score":0.9993412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W586476666","doi":"","title":"Eclipse Technology Exchange Workshop, eTX 2004 : held at OOPSLA 2004, October 24, 2004, Vancouver, British Columbia, Canada","year":2004,"lang":"en","type":"book","venue":"Association for Computing Machinery 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":"Eclipse; Library science; Geography; Archaeology; History; Computer science; Astronomy; Physics","retraction":null,"screen_n_in":null,"score":{"opus":0.008333809394391292,"gpt":0.2060019359569474,"spread":0.1976681265625561,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001546957,0.0009270849,0.00164073,0.0003318503,0.001549698,0.001401476,0.002647393,0.001692493,0.00005370288],"category_scores_gemma":[0.0004644482,0.001456554,0.0006155565,0.0004655278,0.00008552573,0.000177141,0.001300761,0.001577254,0.00004340104],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01374485,"about_ca_system_score_gemma":0.006604591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2338872,"about_ca_topic_score_gemma":0.9471871,"domain_scores_codex":[0.9926485,0.0002548033,0.001713169,0.001957076,0.001533744,0.001892672],"domain_scores_gemma":[0.9934305,0.001098093,0.002774295,0.00139871,0.0009199841,0.0003784519],"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":[0.000007737621,0.00006074401,0.00109792,0.0002911197,0.0004043259,0.0001340656,0.0002233755,0.007740502,0.000001352228,0.0004761639,0.9701561,0.01940659],"study_design_scores_gemma":[0.002018091,0.0001167119,0.0000847883,0.001314504,0.0001307156,0.0001136069,0.00001524747,0.01390472,0.000004173739,0.009423664,0.9711802,0.001693595],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002461844,0.01063623,0.3182735,0.001906575,0.07108573,0.008635624,0.004094636,0.005757385,0.5771484],"genre_scores_gemma":[0.01332963,0.00001072323,0.002735371,0.0009826717,0.003036031,0.00008867368,0.0008643745,0.0001905678,0.978762],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7132999,"threshold_uncertainty_score":0.9997501,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W621185426","doi":"","title":"RECOMB 2001 : proceedings of the fifth Annual International Conference on Computational Biology, April 22-25, 2001, Montreal, Canada","year":2001,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","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; Operations research; History; Political science; Computer science; Engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.01674875790572021,"gpt":0.2714006233191691,"spread":0.2546518654134489,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000730782,0.0003056058,0.0003552518,0.00009695812,0.0001935092,0.00005111076,0.0007050314,0.0004978913,0.00002784608],"category_scores_gemma":[0.0006282925,0.0002516797,0.0002154995,0.00004263547,0.0001297148,0.000003604893,0.0003188569,0.0003889624,0.000002975026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004509646,"about_ca_system_score_gemma":0.001779633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005382709,"about_ca_topic_score_gemma":0.01873187,"domain_scores_codex":[0.9977705,0.00004143665,0.0006599481,0.0003903972,0.0006657592,0.0004719213],"domain_scores_gemma":[0.9973207,0.0001758491,0.0009827644,0.0001674184,0.001224909,0.0001284047],"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":[0.00009641847,0.00007952773,0.002142649,0.000116729,0.0005295194,4.409428e-7,0.0001548798,0.0003123764,0.0006527634,0.001493959,0.9789903,0.01543041],"study_design_scores_gemma":[0.002284678,0.0007300768,0.00424183,0.0003214348,0.0001103169,0.000009190637,0.0001649896,0.0220182,0.0007410299,0.01106094,0.95747,0.0008472855],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01846258,0.00007021106,0.001260757,0.002165662,0.002708435,0.001500832,0.004281593,0.00004212064,0.9695078],"genre_scores_gemma":[0.2016144,0.0001333302,0.001466283,0.001564897,0.00194921,0.00003140672,0.004699923,0.00008170753,0.7884589],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1831518,"threshold_uncertainty_score":0.9999936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W593961933","doi":"","title":"ISMM'10 : proceedings of the 2010 ACM SIGPLAN International Symposium on Memory Management, June 5-6, 2010, Toronto, Ontario, Canada","year":2010,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Semantic Web and Ontologies","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; Political science; Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.009468343704984157,"gpt":0.2136389916077747,"spread":0.2041706479027906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007758279,0.0004231551,0.0005052601,0.00008061704,0.0003330475,0.0002373969,0.003320016,0.0004035752,0.00003992736],"category_scores_gemma":[0.0001990381,0.0003525277,0.0002832084,0.00003724681,0.00004166419,0.0001464812,0.001140132,0.0006966251,0.000005682799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002636158,"about_ca_system_score_gemma":0.0007909468,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2467215,"about_ca_topic_score_gemma":0.8083622,"domain_scores_codex":[0.9971761,0.00002675231,0.0006695889,0.0006442234,0.001039813,0.0004435532],"domain_scores_gemma":[0.9966108,0.0005677284,0.001633928,0.0006709193,0.0004452673,0.00007131025],"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":[0.00002314349,0.00005013784,0.001091001,0.0001200403,0.0004874296,0.000002992252,0.0008181764,0.000050284,0.00008523761,0.0278341,0.963966,0.005471425],"study_design_scores_gemma":[0.00143283,0.0001417573,0.009408237,0.0004925828,0.0002433202,0.00001326843,0.00007491414,0.005050886,0.0006153557,0.01084877,0.9706542,0.001023824],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001392515,0.00002781663,0.0004682981,0.00263578,0.02262977,0.001086568,0.00008821444,0.0002100297,0.971461],"genre_scores_gemma":[0.004536392,0.000002614261,0.003434886,0.0006747021,0.0005393043,0.00002161637,0.00007009489,0.00003922067,0.9906812],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5616408,"threshold_uncertainty_score":0.9998927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W563250554","doi":"","title":"1st Workshop on Virtual Machines and Intermediate Languages for Emerging Modularization Mechanisms : VMIL '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":"Association for Computing Machinery eBooks","topic":"Advanced Software Engineering Methodologies","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":"Modular programming; Computer science; Software; Software engineering; Library science; Engineering; Programming language","retraction":null,"screen_n_in":null,"score":{"opus":0.017860847978534,"gpt":0.2609432545551273,"spread":0.2430824065765933,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001546172,0.0004535157,0.0005380497,0.0001767089,0.0008290356,0.000446989,0.0008861162,0.0003347995,0.0000131952],"category_scores_gemma":[0.002425201,0.0005529696,0.0001385704,0.00007713419,0.00004894802,0.000112794,0.000647815,0.0006449886,0.000001620134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002959053,"about_ca_system_score_gemma":0.0006192855,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008944632,"about_ca_topic_score_gemma":0.5141553,"domain_scores_codex":[0.9967445,0.0001459571,0.0006949455,0.0009192309,0.0008719115,0.0006234323],"domain_scores_gemma":[0.9935551,0.004555753,0.0009484659,0.0003850052,0.0004469223,0.0001087964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001597438,0.00007998661,0.001101894,0.0002918339,0.0009927131,0.0000447261,0.00153933,0.04450637,0.00004403987,0.01515701,0.1362375,0.7998449],"study_design_scores_gemma":[0.01072257,0.001466612,0.007723181,0.006635954,0.0004385472,0.00008451552,0.0008094469,0.4949517,0.0005716436,0.143501,0.3245167,0.008578137],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.0004653929,0.00006350395,0.9875278,0.0001061552,0.005641377,0.00102133,0.0003010276,0.0004557175,0.004417721],"genre_scores_gemma":[0.01021865,0.00003224201,0.2375894,0.001465778,0.0009381368,0.0002068472,0.0016991,0.0002247045,0.7476251],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7912667,"threshold_uncertainty_score":0.9996922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W579680947","doi":"","title":"SIGIR 2003 : proceedings of the Twenty-Sixth Annual International ACM SIGIR Conference on Research and Development in information Retrieval : Toronto, Canada, July 28 to August 1, 2003","year":2003,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Geographic Information Systems Studies","field":"Social Sciences","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; Computer science; Information retrieval","retraction":null,"screen_n_in":null,"score":{"opus":0.0302152866789601,"gpt":0.299014002133947,"spread":0.2687987154549869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004847763,0.0002683983,0.0004134989,0.0003253574,0.0009425193,0.0002303894,0.000695585,0.0003255347,0.000011551],"category_scores_gemma":[0.005664862,0.0002496841,0.00004796909,0.0003470689,0.0001067289,0.0003761244,0.0003173797,0.0005110633,0.000005360158],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00506259,"about_ca_system_score_gemma":0.004670302,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04919816,"about_ca_topic_score_gemma":0.2392196,"domain_scores_codex":[0.9958352,0.0001184542,0.001059536,0.0002771769,0.002156971,0.0005526297],"domain_scores_gemma":[0.99159,0.0005047707,0.001207529,0.0001508252,0.006435052,0.0001118106],"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":[0.0001296901,0.00004508745,0.01636957,0.0002654795,0.0003107197,3.557718e-7,0.07518434,0.00004954732,0.000003387887,0.1366426,0.7658198,0.005179324],"study_design_scores_gemma":[0.0006134665,0.000074847,0.008457742,0.0004134584,0.0000118625,5.070649e-7,0.005772105,0.00006510057,0.00002491278,0.001010575,0.9832191,0.0003363293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00648684,0.00002751238,0.00003301399,0.0006392126,0.00233509,0.002548873,0.0002892958,0.00004404181,0.9875961],"genre_scores_gemma":[0.1461785,0.00002227535,0.001182261,0.0007894597,0.000438173,0.0001212798,0.0001699174,0.0000436244,0.8510545],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2173993,"threshold_uncertainty_score":0.9999955,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W563101922","doi":"","title":"3rd ACM International Workshop on Human-Centered Computing 2008 (HCC 2008) : held at ACM Multimedia 2008 : Vancouver, BC, Canada, 31 October 2008","year":2008,"lang":"en","type":"book","venue":"Association for Computing Machinery eBooks","topic":"Semantic Web and Ontologies","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":"Multimedia; Computer science; Library science","retraction":null,"screen_n_in":null,"score":{"opus":0.03830237500203696,"gpt":0.2825693358127144,"spread":0.2442669608106774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001088597,0.001282123,0.001572268,0.000608393,0.001738856,0.0003865099,0.005343264,0.001015937,0.00003560711],"category_scores_gemma":[0.002637257,0.001361766,0.0007414157,0.0001942876,0.0001337097,0.0002330449,0.003325036,0.001536375,0.00008983631],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005809765,"about_ca_system_score_gemma":0.001940292,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01697317,"about_ca_topic_score_gemma":0.1556155,"domain_scores_codex":[0.9921412,0.0002743991,0.001845413,0.001912632,0.002189773,0.001636593],"domain_scores_gemma":[0.9889666,0.004725893,0.002922159,0.002147052,0.0008792389,0.0003590373],"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":[0.00004985375,0.0001148572,0.002941686,0.00006262391,0.0006281502,0.0001143826,0.0008318214,0.001559295,0.00002020955,0.0006442639,0.9751868,0.01784603],"study_design_scores_gemma":[0.006212994,0.0002701023,0.008523493,0.001546253,0.0002365107,0.00009599423,0.00008676411,0.1503749,0.0002409626,0.004066155,0.8247073,0.003638583],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01291586,0.00270212,0.09607602,0.007987868,0.1002561,0.008422306,0.001620484,0.005215057,0.7648042],"genre_scores_gemma":[0.02210852,0.00007220918,0.03080962,0.003483401,0.004116794,0.00004665089,0.001356029,0.0002563176,0.9377505],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1729462,"threshold_uncertainty_score":0.9999931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}