{"meta":{"query_hash":"21fbcc5bf0d9","filters":{"topic":"Multimedia Communication and Technology"},"cohort_total":539,"direct_labels_cover":0,"predictions_cover":539,"exported":539,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/21fbcc5bf0d9","api":"https://metacan.xera.ac/api/v1/cohort?topic=Multimedia+Communication+and+Technology"},"results":[{"id":"W11341730","doi":"10.1139/g00-110","title":"Videoconference in education at U.PORTO","year":2010,"lang":"en","type":"article","venue":"Genome","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Videoconferencing; Studio; Distance education; Service (business); Unit (ring theory); Class (philosophy); Sociology; Engineering; Pedagogy; Psychology; Multimedia; Computer science; Business; Telecommunications; Mathematics education","score_opus":0.023427315844680253,"score_gpt":0.336244697989501,"score_spread":0.31281738214482074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W11341730","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014449792,0.0008392572,0.001064163,0.0012079345,0.003506832,0.00006381752,0.0028284208,0.001359828,0.9876846],"genre_scores_gemma":[0.0034584177,0.00063169905,0.0006571617,0.00024030572,0.00029905103,0.000036314035,0.0012850874,0.00035753803,0.9930345],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997929,0.000033376116,0.000009976681,0.000061791245,0.000059446447,0.000042451615],"domain_scores_gemma":[0.9996197,0.000053782853,0.000011718493,0.000045603145,0.00007355761,0.00019570517],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027785316,0.00090650655,0.000443764,0.0008039128,0.00070421066,0.001893889,0.0007193023,0.0008706876,0.9061084],"category_scores_gemma":[0.00067408,0.00017981681,0.0003107047,0.00053612434,0.00021649164,0.0013495325,0.0022245096,0.0008681158,0.69815767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001669056,0.000115623916,0.00023434116,0.00012647234,0.000004510346,0.00022465558,0.000072744995,0.00010691782,0.0010607512,0.0025311878,0.77533394,0.22002198],"study_design_scores_gemma":[0.000014248516,0.000022147346,0.0005117548,0.00007407498,0.000001741648,0.000088320274,0.00007072478,0.000120583165,0.00016949918,0.000387927,0.9985349,0.000004117752],"about_ca_topic_score_codex":0.001475284,"about_ca_topic_score_gemma":0.0037955535,"teacher_disagreement_score":0.9061084,"about_ca_system_score_codex":0.00040977445,"about_ca_system_score_gemma":0.00051263033,"threshold_uncertainty_score":0.1339249},"labels":[],"label_agreement":null},{"id":"W1431850646","doi":"10.71781/9594","title":"Adaptation du Roi lune de Guillaume Apollinaire : texte ergodique non-interactif pour cinéma ergodique non-interactif","year":2008,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Art; Humanities; Materials science","score_opus":0.03958226611475729,"score_gpt":0.35031930283876794,"score_spread":0.31073703672401065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1431850646","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44592348,0.009800422,0.19655964,0.0066078445,0.0032458066,0.001360703,0.0014144479,0.005554385,0.32953322],"genre_scores_gemma":[0.7184507,0.0025770955,0.08356354,0.0010278124,0.00039487984,0.00064681587,0.00068153575,0.0014421778,0.19121532],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929464,0.00021545109,0.00002018192,0.00016523368,0.00024460812,0.00005992928],"domain_scores_gemma":[0.9989598,0.00047654242,0.00003967392,0.00010640747,0.0003164274,0.00010114562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012954823,0.00091206864,0.00046123046,0.00074760854,0.0009933349,0.0023176353,0.0009011926,0.0014634375,0.02150953],"category_scores_gemma":[0.0061207153,0.00033273525,0.00056510844,0.00032021644,0.0008619419,0.0018207099,0.0013862646,0.0008976404,0.0040468858],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024208445,0.00058011373,0.0058068805,0.0011127088,0.00013573802,0.002273712,0.022086881,0.0043142885,0.2856741,0.04429577,0.04574218,0.5855568],"study_design_scores_gemma":[0.00045191043,0.0010884189,0.07817698,0.00061725784,0.00023758294,0.0043631955,0.008773137,0.01822198,0.06390812,0.01112583,0.8127561,0.0002795124],"about_ca_topic_score_codex":0.01917116,"about_ca_topic_score_gemma":0.017427128,"teacher_disagreement_score":0.02150953,"about_ca_system_score_codex":0.0014054605,"about_ca_system_score_gemma":0.0012897208,"threshold_uncertainty_score":0.071956515},"labels":[],"label_agreement":null},{"id":"W1480582950","doi":"","title":"Streaming Video: Pedagogy and Technology","year":2000,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Pedagogy; Multimedia; Computer science; Sociology","score_opus":0.036719652314540066,"score_gpt":0.34422791764149535,"score_spread":0.3075082653269553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1480582950","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019275704,0.35358757,0.047619708,0.037448265,0.005842693,0.00010300193,0.00060258346,0.00074658694,0.5347739],"genre_scores_gemma":[0.3465622,0.30205882,0.026951617,0.0036469325,0.015668113,0.0002917188,0.0009811098,0.0005173069,0.30332214],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995141,0.00018085659,0.000028894476,0.000049047816,0.00018577247,0.000041227984],"domain_scores_gemma":[0.9990019,0.00044747416,0.00006853112,0.00008389347,0.00025070916,0.00014758573],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008987889,0.00048848323,0.00029739682,0.0024569833,0.0008286171,0.006347367,0.0005999946,0.0016156266,0.015301474],"category_scores_gemma":[0.0024128144,0.00020680191,0.00014344645,0.0024449888,0.0019407626,0.004959891,0.0012201971,0.0012435231,0.0027806407],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039033024,0.000075913165,0.001025249,0.00042431106,0.00000854974,0.00011235181,0.0012954419,0.0004469345,0.0017822064,0.26930824,0.05826842,0.6672134],"study_design_scores_gemma":[0.000020662555,0.000108347514,0.003436039,0.0010816241,0.000022548797,0.00067217264,0.0024431932,0.0013704138,0.0019612121,0.09828163,0.8905764,0.000025781315],"about_ca_topic_score_codex":0.0030924957,"about_ca_topic_score_gemma":0.0028069909,"teacher_disagreement_score":0.015301474,"about_ca_system_score_codex":0.0014479541,"about_ca_system_score_gemma":0.001797628,"threshold_uncertainty_score":0.05118853},"labels":[],"label_agreement":null},{"id":"W1481839501","doi":"","title":"Comprendre l'usage du tableau blanc interactif (TBI) sur l'apprentissage et la réussite des élèves : le cas de l'école secondaire Saint-Laurent de la commission scolaire Marguerite-Bourgeoys","year":2013,"lang":"fr","type":"article","venue":"Archipelago (Université du Québec à Montréal)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy; Art","score_opus":0.0072185409611097645,"score_gpt":0.22234456635414418,"score_spread":0.2151260253930344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1481839501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9245644,0.0012677932,0.006141037,0.0037974287,0.00012579531,0.00011867745,0.0006197249,0.00018625555,0.06317886],"genre_scores_gemma":[0.96980023,0.0005670402,0.0077063655,0.00026644574,0.000030647298,0.00012594483,0.00017833474,0.00006576367,0.021259265],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99766517,0.0009543907,0.000057799145,0.00029671428,0.0007841176,0.00024184502],"domain_scores_gemma":[0.99254954,0.0027835635,0.0007886041,0.00033761884,0.0023595425,0.0011810625],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029873846,0.00041378444,0.00037807215,0.001438367,0.0056164665,0.0042836033,0.0010601382,0.00090740615,0.014369803],"category_scores_gemma":[0.0056607137,0.00024075189,0.00035450747,0.0018947526,0.0041003907,0.0018177727,0.0028132508,0.0010621875,0.0010532822],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039107865,0.00024294508,0.2740112,0.0009186388,0.00011219833,0.0013870582,0.44284943,0.0013410178,0.01141308,0.022556925,0.012931912,0.23184454],"study_design_scores_gemma":[0.00001690166,0.00043281046,0.49337903,0.00090464286,0.00010378128,0.00022874698,0.2769989,0.0019590512,0.0019751624,0.0023799322,0.2214591,0.00016186284],"about_ca_topic_score_codex":0.4105062,"about_ca_topic_score_gemma":0.7282331,"teacher_disagreement_score":0.5894938,"about_ca_system_score_codex":0.010854042,"about_ca_system_score_gemma":0.010140913,"threshold_uncertainty_score":0.8162336},"labels":[],"label_agreement":null},{"id":"W14835277","doi":"10.1007/978-3-642-23163-6_6","title":"Integrating Internet Protocol Television and Social Networking","year":2011,"lang":"en","type":"book-chapter","venue":"Advances in intelligent and soft computing","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"IPTV; Phone; The Internet; Computer science; Mobile phone; Multimedia; World Wide Web; Protocol (science); Internet television; Internet Protocol; Natural (archaeology); Internet privacy; Interface (matter); Mobile internet; Telecommunications; Advertising; Business; Geography","score_opus":0.05049588443226003,"score_gpt":0.3542885129094144,"score_spread":0.3037926284771543,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W14835277","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007340509,0.014104029,0.053487457,0.002070608,0.00069773983,0.00004689036,0.00003999237,0.00023855508,0.9219742],"genre_scores_gemma":[0.19106163,0.04843069,0.05577946,0.0016069758,0.0020722938,0.0002068618,0.00019189587,0.00026432102,0.7003858],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997713,0.00006984734,0.00000583875,0.000023220504,0.000105594656,0.000024173842],"domain_scores_gemma":[0.9997398,0.00017164026,0.000008826799,0.000027910852,0.000039233302,0.000012618449],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003033396,0.00046075167,0.00017993413,0.0009891985,0.00056198845,0.0019926128,0.00059692725,0.0011263989,0.01785761],"category_scores_gemma":[0.00076233526,0.00019992537,0.00023166918,0.001135331,0.0008910954,0.003384991,0.0012697672,0.0011505635,0.0033204218],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014002549,0.00006772782,0.00023253381,0.00021229786,0.000012351608,0.00018325128,0.00042195054,0.0020878853,0.0035086607,0.5184471,0.01590276,0.45890948],"study_design_scores_gemma":[0.000007502598,0.00006930308,0.0006971191,0.00034494334,0.000027828202,0.0008109443,0.00056328764,0.009731272,0.005525985,0.22309594,0.75910133,0.000024514498],"about_ca_topic_score_codex":0.0012806235,"about_ca_topic_score_gemma":0.0020797134,"teacher_disagreement_score":0.01785761,"about_ca_system_score_codex":0.00071451406,"about_ca_system_score_gemma":0.00051112706,"threshold_uncertainty_score":0.05973965},"labels":[],"label_agreement":null},{"id":"W1491181407","doi":"10.1007/11853862_28","title":"Social Visualization Encouraging Participation in Online Communities","year":2006,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; Telus (Canada)","funders":"","keywords":"Computer science; Visualization; World Wide Web; Human–computer interaction; Data science; Artificial intelligence","score_opus":0.05362069239084244,"score_gpt":0.3750332031351623,"score_spread":0.32141251074431987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1491181407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8701506,0.0005998778,0.0363332,0.0018524019,0.00038242392,0.00030976825,0.000153436,0.0023766288,0.08784158],"genre_scores_gemma":[0.9745079,0.00008889916,0.013318799,0.00007470477,0.000054770808,0.00012252814,0.00007250468,0.00010653219,0.011653447],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986172,0.000841835,0.000025155352,0.00010573502,0.00029806173,0.00011204904],"domain_scores_gemma":[0.9902728,0.0073909843,0.00044796342,0.0006155646,0.0004895571,0.00078305975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001810798,0.00036539193,0.00027124744,0.0006041929,0.0013198875,0.0018050737,0.0006541144,0.0009837671,0.013325417],"category_scores_gemma":[0.009868965,0.0001828932,0.00023752291,0.0005014184,0.0005017701,0.0016936274,0.0023410688,0.000936211,0.0010308179],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032738345,0.0082202805,0.021007212,0.0013900149,0.00012400415,0.0008682089,0.043765757,0.0056041377,0.09281012,0.043953992,0.048072,0.7309105],"study_design_scores_gemma":[0.002645712,0.0088734655,0.13464923,0.0011138715,0.00050058437,0.0014247652,0.056424588,0.14827551,0.12548101,0.18698451,0.33326483,0.00036191609],"about_ca_topic_score_codex":0.0010111448,"about_ca_topic_score_gemma":0.0028074153,"teacher_disagreement_score":0.013325417,"about_ca_system_score_codex":0.00030344113,"about_ca_system_score_gemma":0.0005154666,"threshold_uncertainty_score":0.044577956},"labels":[],"label_agreement":null},{"id":"W1493897129","doi":"10.1007/11766247_47","title":"MITS: A Mixed-Initiative Intelligent Tutoring System for Sudoku","year":2006,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Artificial intelligence","score_opus":0.04549147380800346,"score_gpt":0.3095918798242047,"score_spread":0.2641004060162013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1493897129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5411646,0.0018634927,0.3256046,0.0005696172,0.0005823534,0.0008536546,0.003269211,0.09132961,0.034762885],"genre_scores_gemma":[0.619437,0.0007152222,0.32744664,0.0003513575,0.000097881966,0.0008946911,0.005060303,0.0015829789,0.0444139],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999846,0.00004392733,0.000014972485,0.000039330567,0.000029688781,0.000026026926],"domain_scores_gemma":[0.9998153,0.000051307336,0.000012677179,0.000021035574,0.00004301611,0.00005672368],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030028206,0.00052150904,0.00070079055,0.000351957,0.0007980829,0.0006983282,0.00054733764,0.00052868016,0.007163036],"category_scores_gemma":[0.0008313939,0.00023199832,0.00019496924,0.00032515952,0.00013020515,0.0011724305,0.0017407947,0.0004120857,0.0021796247],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002659247,0.0009081675,0.0054466594,0.00069196895,0.00011143608,0.0009994284,0.0031010476,0.0045398828,0.16115789,0.0032406875,0.062989,0.7541547],"study_design_scores_gemma":[0.0013683052,0.004084782,0.029188896,0.00030476123,0.0009728341,0.0035147972,0.0044259285,0.22449161,0.24698591,0.00753222,0.47663817,0.0004917818],"about_ca_topic_score_codex":0.0013489923,"about_ca_topic_score_gemma":0.0031238846,"teacher_disagreement_score":0.007163036,"about_ca_system_score_codex":0.00020677055,"about_ca_system_score_gemma":0.0006670932,"threshold_uncertainty_score":0.023962796},"labels":[],"label_agreement":null},{"id":"W1495922501","doi":"10.1007/978-3-642-01399-7_47","title":"Video Broadcasting to Heterogeneous Mobile Devices","year":2009,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Testbed; Broadcasting (networking); Scalability; Mobile device; Scheme (mathematics); Computer network; Energy (signal processing); Correctness; Mobile computing; Efficient energy use; Multimedia Broadcast Multicast Service; Real-time computing; Multicast; Electrical engineering; Operating system; Algorithm","score_opus":0.02757239522275568,"score_gpt":0.3134662895154221,"score_spread":0.28589389429266643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1495922501","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05282876,0.018235937,0.7186983,0.0008833161,0.0009665508,0.00012192517,0.00021467172,0.001109165,0.2069413],"genre_scores_gemma":[0.6440295,0.028978195,0.08894955,0.0005099565,0.002064096,0.00014268236,0.0005721581,0.0005196957,0.23423418],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998306,0.000032711458,0.000006022542,0.00003554366,0.00005893781,0.000036129837],"domain_scores_gemma":[0.9996878,0.00015532151,0.00001240232,0.00004973766,0.00007669982,0.000017999706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023107114,0.00063679146,0.00053251954,0.0007643776,0.00051023386,0.0013284779,0.0009384664,0.0006075163,0.009532961],"category_scores_gemma":[0.0007079068,0.0003163615,0.00028825967,0.0014105284,0.00041446742,0.0012363307,0.0009735726,0.00072139263,0.0016637739],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026422067,0.00006285093,0.00050785573,0.00047062867,0.00008212611,0.0008233727,0.0007034926,0.020549562,0.08882507,0.06341225,0.02071179,0.8035868],"study_design_scores_gemma":[0.000119125114,0.0005667199,0.0034983298,0.00057976466,0.0005748871,0.0036066293,0.0015777774,0.36538786,0.13691269,0.08060501,0.40646875,0.000102371734],"about_ca_topic_score_codex":0.002251499,"about_ca_topic_score_gemma":0.0024683492,"teacher_disagreement_score":0.009532961,"about_ca_system_score_codex":0.00065454625,"about_ca_system_score_gemma":0.00017609195,"threshold_uncertainty_score":0.03189093},"labels":[],"label_agreement":null},{"id":"W1497987877","doi":"","title":"Dynamically mapping screen real estate optimality","year":2010,"lang":"en","type":"article","venue":"Portland International Conference on Management of Engineering and Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Human–computer interaction; Interface (matter); Context (archaeology); Ontology; User interface; Set (abstract data type); Natural user interface; Generative grammar; User interface design; Multimedia; User experience design; Programming language; Artificial intelligence","score_opus":0.026415765633472376,"score_gpt":0.3070585059617401,"score_spread":0.28064274032826775,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1497987877","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21216208,0.00024936642,0.69341475,0.00065173424,0.000073978365,0.00021981278,0.0002966597,0.0021507181,0.09078082],"genre_scores_gemma":[0.8261103,0.0002347928,0.16105783,0.00010020702,0.000009526545,0.00014743418,0.00034943712,0.0013557809,0.010634621],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983783,0.0005293678,0.00009886078,0.00027496158,0.00054767815,0.00017074299],"domain_scores_gemma":[0.99734515,0.0011087463,0.00016440757,0.00071770564,0.0005613799,0.00010256476],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012772987,0.00054641423,0.00060123025,0.0014417678,0.0008721926,0.006338462,0.0010030809,0.0007051249,0.012191744],"category_scores_gemma":[0.011348304,0.00064249564,0.00060375687,0.0010548076,0.0018885486,0.005841578,0.0043870225,0.0008981109,0.0016390722],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00048157596,0.00020320488,0.008745149,0.00030717804,0.00005423116,0.000761301,0.008048465,0.06446005,0.036889482,0.5878413,0.005672715,0.2865354],"study_design_scores_gemma":[0.00011941411,0.00025781913,0.009043715,0.00016918256,0.00012951344,0.0006413725,0.006853832,0.3282517,0.04644789,0.4979816,0.10995335,0.00015054269],"about_ca_topic_score_codex":0.0046074726,"about_ca_topic_score_gemma":0.004299043,"teacher_disagreement_score":0.012191744,"about_ca_system_score_codex":0.0014189172,"about_ca_system_score_gemma":0.0010049639,"threshold_uncertainty_score":0.04078543},"labels":[],"label_agreement":null},{"id":"W1498516630","doi":"10.1023/a:1013270732633","title":"Guest Editorial: Modeling Multimedia Information and Systems","year":2002,"lang":"en","type":"article","venue":"Multimedia Tools and Applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","score_opus":0.05259958074090939,"score_gpt":0.2988103114726994,"score_spread":0.24621073073178998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1498516630","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000107040345,0.004015983,0.000945705,0.025979113,0.9672376,0.000010797369,0.00007874128,0.00009455299,0.0015303633],"genre_scores_gemma":[0.0020442368,0.0037797347,0.00034837055,0.0091211395,0.9723211,0.000017913546,0.00007840629,0.000102577156,0.012186452],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978193,0.0005077088,0.00019415472,0.00034630063,0.0009931335,0.00013944833],"domain_scores_gemma":[0.9861616,0.0046972465,0.0009288763,0.00066625373,0.005799708,0.0017464099],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038671894,0.0035271705,0.0030590277,0.0039013918,0.0018649687,0.0052365805,0.0029020372,0.010392663,0.019460768],"category_scores_gemma":[0.0153597435,0.0010445208,0.0020245777,0.0015880829,0.0014009712,0.0040345695,0.0016478553,0.008303754,0.009196427],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027471968,0.000011684887,0.000038647697,0.00010419673,0.000017868715,0.00013319278,0.000007736213,0.00007848233,0.00007919269,0.00045020285,0.9951953,0.0038559192],"study_design_scores_gemma":[0.00008037811,0.00005615665,0.0003359763,0.00026861244,0.00014550252,0.0006466695,0.000041521358,0.0019971284,0.0003383942,0.0033747614,0.99269074,0.000024209912],"about_ca_topic_score_codex":0.0012064839,"about_ca_topic_score_gemma":0.002861081,"teacher_disagreement_score":0.019460768,"about_ca_system_score_codex":0.0016376496,"about_ca_system_score_gemma":0.0012316358,"threshold_uncertainty_score":0.065102756},"labels":[],"label_agreement":null},{"id":"W1500074102","doi":"10.1007/978-3-642-16599-3_11","title":"Smart Media: Bridging Interactions and Services for the Smart Internet","year":2010,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Bridging (networking); Smart objects; Multimedia; The Internet; Hypermedia; Smart environment; Key (lock); Smart device; Bridge (graph theory); World Wide Web; Perspective (graphical); Internet of Things; Human–computer interaction; Computer security; Artificial intelligence","score_opus":0.025900528423154528,"score_gpt":0.30383176518251276,"score_spread":0.2779312367593582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1500074102","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013856899,0.06133292,0.2263575,0.013244723,0.0032996982,0.00012966477,0.00044983136,0.003705896,0.6776229],"genre_scores_gemma":[0.17907868,0.06828007,0.16319908,0.0044906912,0.003601307,0.00030207267,0.0011443379,0.0013961273,0.5785077],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996793,0.000067319255,0.000014409409,0.000051448176,0.00013810249,0.00004938775],"domain_scores_gemma":[0.99966204,0.00016175883,0.000018413593,0.000044000415,0.000036871377,0.000076914504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045487558,0.000898642,0.000385907,0.0012917959,0.0008750282,0.0059854514,0.0010419938,0.0021006675,0.025609126],"category_scores_gemma":[0.0008024169,0.00040384365,0.0003432771,0.0015588647,0.0017967229,0.0121981995,0.003379695,0.0017085709,0.00693627],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000070320115,0.00005547648,0.0003549985,0.00054283417,0.000021719681,0.00022709485,0.00219051,0.0008340024,0.0063171936,0.4843381,0.102578625,0.40246916],"study_design_scores_gemma":[0.000009735658,0.000036487505,0.0003459729,0.00030272218,0.000019375224,0.00057803676,0.0009994917,0.002903965,0.0021607084,0.11966814,0.8729524,0.000022936922],"about_ca_topic_score_codex":0.0008701423,"about_ca_topic_score_gemma":0.0015944313,"teacher_disagreement_score":0.025609126,"about_ca_system_score_codex":0.0006117582,"about_ca_system_score_gemma":0.0008011814,"threshold_uncertainty_score":0.08567107},"labels":[],"label_agreement":null},{"id":"W1500498599","doi":"10.19173/irrodl.v3i1.71","title":"Chat and Instant Messaging Systems","year":2002,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Athabasca University; Université de Montréal; Université Laval; Université du Québec à Montréal","funders":"","keywords":"Instant messaging; Computer-mediated communication; Chat room; Computer science; Instant; Multimedia; World Wide Web; Distance education; Internet privacy; The Internet; Psychology; Pedagogy","score_opus":0.2045566290426717,"score_gpt":0.4903474176702864,"score_spread":0.2857907886276147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1500498599","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014991844,0.08354097,0.24338442,0.010153634,0.012415033,0.0021112077,0.0030100637,0.013467985,0.6169248],"genre_scores_gemma":[0.2720879,0.049289845,0.18014516,0.008358055,0.010773947,0.002670354,0.0060972413,0.0014790349,0.46909845],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99446386,0.0018941519,0.00051548344,0.0008078624,0.0018927335,0.00042595193],"domain_scores_gemma":[0.9935128,0.0031639582,0.00071799086,0.00094898196,0.0011494899,0.0005067709],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024977552,0.0010362971,0.0007466058,0.003104643,0.0022214646,0.0059421984,0.0019923171,0.0028720405,0.030397028],"category_scores_gemma":[0.009761072,0.000416821,0.0005008221,0.0033797799,0.00181051,0.00715435,0.0041302554,0.0016063375,0.012725595],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035294102,0.0001801093,0.0010541063,0.0030082327,0.000078694655,0.0007327933,0.0030253972,0.0016875435,0.003959092,0.37386006,0.15949225,0.4525688],"study_design_scores_gemma":[0.000044673583,0.00012300658,0.0007815129,0.0006433919,0.000047354613,0.0011552981,0.00054724206,0.0023619584,0.0024658819,0.055064846,0.9366992,0.000065638924],"about_ca_topic_score_codex":0.0016169978,"about_ca_topic_score_gemma":0.0011658664,"teacher_disagreement_score":0.030397028,"about_ca_system_score_codex":0.0012852082,"about_ca_system_score_gemma":0.0015503509,"threshold_uncertainty_score":0.101688206},"labels":[],"label_agreement":null},{"id":"W1501450862","doi":"10.1023/a:1013310705258","title":"Graphical Transformation of Multimedia XML Documents","year":2001,"lang":"en","type":"article","venue":"Annals of Software Engineering","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre For Cold Ocean Resources Engineering","funders":"","keywords":"Computer science; Document Structure Description; XML; Markup language; Document type definition; Grammar; Information retrieval; World Wide Web; Natural language processing; Multimedia; Linguistics","score_opus":0.04023238285551119,"score_gpt":0.3353042947799362,"score_spread":0.295071911924425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1501450862","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03246315,0.0003413367,0.87576133,0.0005061056,0.00027976453,0.00027296806,0.0032568884,0.06947134,0.017647134],"genre_scores_gemma":[0.4399847,0.0008811951,0.5138577,0.00033325423,0.00012976733,0.00038900942,0.010402691,0.010997503,0.023024132],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993191,0.00019739961,0.00006882229,0.000113121525,0.00024333209,0.000058192887],"domain_scores_gemma":[0.99852943,0.00075376214,0.00009366976,0.00032967824,0.00024057039,0.000052862433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006046466,0.00079658953,0.00041612898,0.0014990931,0.0003985205,0.002066532,0.0010029728,0.0006663405,0.018097734],"category_scores_gemma":[0.0033351695,0.00039387002,0.00093637605,0.0011656082,0.0004611329,0.001302511,0.0012424564,0.00078581535,0.0038630737],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018949322,0.00044848467,0.0016510484,0.0013413844,0.00012705017,0.002138024,0.0015610943,0.030261923,0.08739473,0.094226055,0.064137645,0.7148176],"study_design_scores_gemma":[0.00041206717,0.00039485024,0.0020742132,0.00036826963,0.00023032202,0.0013317519,0.00052185537,0.3435579,0.28733402,0.0750372,0.2885765,0.00016097027],"about_ca_topic_score_codex":0.0016806106,"about_ca_topic_score_gemma":0.0014836575,"teacher_disagreement_score":0.018097734,"about_ca_system_score_codex":0.0004554446,"about_ca_system_score_gemma":0.00033735795,"threshold_uncertainty_score":0.06054294},"labels":[],"label_agreement":null},{"id":"W1510484096","doi":"10.1023/a:1013297803500","title":"Meta-Data and Media Management in a Multimedia Interactive Telelearning System","year":2002,"lang":"en","type":"article","venue":"Multimedia Tools and Applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science","score_opus":0.15223491496939195,"score_gpt":0.3448462071986162,"score_spread":0.19261129222922424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1510484096","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53475857,0.0004750739,0.43710005,0.0006530884,0.00011475516,0.00025236412,0.00039052882,0.013915259,0.012340332],"genre_scores_gemma":[0.91462654,0.00016160418,0.07319336,0.00013461187,0.00009286115,0.00013420834,0.00031742707,0.0004632951,0.010876073],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995441,0.000106679894,0.000058379323,0.00008649918,0.00014507414,0.00005925039],"domain_scores_gemma":[0.9985759,0.00068248727,0.00008490869,0.0003064206,0.00018355637,0.00016671293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010315286,0.00036586492,0.000529177,0.0011878404,0.0012219993,0.0023910406,0.0016997196,0.0010438215,0.0054245116],"category_scores_gemma":[0.0019939693,0.00033740574,0.00030356497,0.00072475255,0.0005632532,0.002242853,0.0012621881,0.0007637376,0.00089381984],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0072632916,0.0019715193,0.021415092,0.00028732818,0.00022412541,0.0022224027,0.0048993165,0.04996693,0.30978185,0.032875516,0.0075306874,0.56156194],"study_design_scores_gemma":[0.00033572174,0.00064854615,0.004782171,0.000070610855,0.00039593107,0.0009124496,0.00073324423,0.6950654,0.2555809,0.014345548,0.026977912,0.00015161278],"about_ca_topic_score_codex":0.0026690455,"about_ca_topic_score_gemma":0.002036677,"teacher_disagreement_score":0.0054245116,"about_ca_system_score_codex":0.00072156655,"about_ca_system_score_gemma":0.0006411016,"threshold_uncertainty_score":0.018146753},"labels":[],"label_agreement":null},{"id":"W1510703944","doi":"10.19173/irrodl.v3i1.68","title":"Dual-Platform Products (PC and Mac)","year":2002,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Dual (grammatical number); Computer science; Multimedia; World Wide Web; Telecommunications; Business; Art","score_opus":0.23239906105630267,"score_gpt":0.4880008931749269,"score_spread":0.2556018321186242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1510703944","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15290931,0.015422219,0.32500586,0.0019492191,0.0033021674,0.0031539688,0.007401451,0.06519149,0.42566425],"genre_scores_gemma":[0.32201517,0.006710427,0.3996008,0.001170616,0.0005679325,0.001844245,0.015179354,0.010847484,0.24206398],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948395,0.00039890574,0.00030327885,0.00079718063,0.0034582028,0.00020301611],"domain_scores_gemma":[0.9821869,0.003367124,0.00094722764,0.0035847293,0.0090230545,0.00089094526],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034051714,0.0012648803,0.00046472592,0.0042106644,0.0007502161,0.0027051487,0.0017674488,0.0012385454,0.0451526],"category_scores_gemma":[0.017287454,0.00065022905,0.00055867,0.0028289722,0.0007386281,0.0039109355,0.0016670258,0.0011113023,0.018059524],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010066692,0.00043034842,0.0029985914,0.0014568833,0.00005051018,0.00018398315,0.0008760536,0.0003942907,0.031676423,0.0064605135,0.057121594,0.89734423],"study_design_scores_gemma":[0.00018523756,0.0021457267,0.016484598,0.00055457995,0.00028312937,0.0027636255,0.00069751556,0.0023906012,0.082263365,0.0017279966,0.89033216,0.00017150112],"about_ca_topic_score_codex":0.0017450425,"about_ca_topic_score_gemma":0.0019794982,"teacher_disagreement_score":0.0451526,"about_ca_system_score_codex":0.00066688785,"about_ca_system_score_gemma":0.0015421368,"threshold_uncertainty_score":0.15105051},"labels":[],"label_agreement":null},{"id":"W1514346850","doi":"10.1023/a:1021168913400","title":"Modeling Reactive Multimedia: Events and Behaviors","year":2003,"lang":"en","type":"article","venue":"Multimedia Tools and Applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Royal Society; University of Manitoba","keywords":"Computer science","score_opus":0.04981426622988528,"score_gpt":0.3417888098649128,"score_spread":0.2919745436350275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514346850","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1052729,0.00023978559,0.8852976,0.00039060222,0.000067048415,0.000101211794,0.0004290992,0.0015050293,0.0066967355],"genre_scores_gemma":[0.8695076,0.00039176803,0.12279727,0.00010348665,0.000055600303,0.00019310856,0.0004816883,0.00022834266,0.0062411483],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999413,0.00023809042,0.000037341055,0.00012822462,0.00013320161,0.000050198356],"domain_scores_gemma":[0.9982438,0.0011173254,0.00021559082,0.00015586137,0.00018291807,0.00008448617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010409802,0.0008808798,0.0003662123,0.00090937386,0.00045314076,0.002226392,0.0020058623,0.001250288,0.00320019],"category_scores_gemma":[0.005186307,0.0006143355,0.0007054167,0.0006077532,0.00076579093,0.0029650354,0.0010962286,0.0009263553,0.00047713835],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013863052,0.00020182226,0.007952995,0.00017650977,0.000099491,0.00042639722,0.0008468288,0.8467458,0.0058797044,0.103002615,0.0016438067,0.032885425],"study_design_scores_gemma":[0.000006924379,0.000013369818,0.00024751664,0.000006953748,0.000023080584,0.00002387065,0.00006268295,0.983295,0.0010312283,0.014068241,0.0012132127,0.000007823568],"about_ca_topic_score_codex":0.008425111,"about_ca_topic_score_gemma":0.0068647275,"teacher_disagreement_score":0.008425111,"about_ca_system_score_codex":0.00084398274,"about_ca_system_score_gemma":0.0006820484,"threshold_uncertainty_score":0.016752183},"labels":[],"label_agreement":null},{"id":"W1526358376","doi":"10.1007/11559573_24","title":"Scalable e-Learning Multimedia Adaptation Architecture","year":2005,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Transcoding; Computer science; Multimedia; Scalability; Adaptation (eye); Bitstream; Computer architecture; Overhead (engineering); Architecture; Modality (human–computer interaction); Content adaptation; Encoding (memory); Human–computer interaction; Computer network; Decoding methods; Artificial intelligence; Telecommunications; Ubiquitous computing; Operating system","score_opus":0.025050153731134107,"score_gpt":0.2860627976483944,"score_spread":0.26101264391726026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1526358376","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028390497,0.00051060773,0.96019465,0.00017228947,0.00014254518,0.00008074313,0.000107177715,0.005478421,0.004923149],"genre_scores_gemma":[0.6411082,0.0005976391,0.33931136,0.00034399744,0.00019338567,0.00021284215,0.0006032802,0.0002500373,0.017379288],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99984574,0.000019695975,0.000007816069,0.00004847689,0.000051443392,0.000026744383],"domain_scores_gemma":[0.9997874,0.000049839295,0.000008334631,0.00005064071,0.00008675159,0.000017070608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034896153,0.00046867508,0.0004916007,0.00032382988,0.0002677921,0.00046435423,0.0014476452,0.0006305216,0.0055676196],"category_scores_gemma":[0.0007234194,0.00020070923,0.00030697387,0.00053687044,0.00021827246,0.0008722134,0.0008406619,0.0007791448,0.001443147],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00038630603,0.00036189487,0.0007049034,0.00007213723,0.000080036494,0.00012762453,0.0000406447,0.12429216,0.078763865,0.0049389717,0.010259655,0.7799718],"study_design_scores_gemma":[0.000024454204,0.0000559376,0.0005279572,0.000004789821,0.000021358526,0.000074374606,0.000010502848,0.9751981,0.0184275,0.003001642,0.0026440092,0.00000939591],"about_ca_topic_score_codex":0.0033965607,"about_ca_topic_score_gemma":0.004418051,"teacher_disagreement_score":0.0055676196,"about_ca_system_score_codex":0.00042219306,"about_ca_system_score_gemma":0.0003878677,"threshold_uncertainty_score":0.018625498},"labels":[],"label_agreement":null},{"id":"W1529126210","doi":"10.1007/978-3-540-24677-0_34","title":"Integration of an Interactive Multimedia Datacasting System","year":2004,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Computer science; Unicast; Multicast; Software; Multimedia; Multimedia Broadcast Multicast Service; Computer network; Digital multimedia broadcasting; Interactive media; Data flow diagram; Embedded system; Operating system; Channel (broadcasting)","score_opus":0.031293132906677644,"score_gpt":0.3337557035970976,"score_spread":0.30246257069042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1529126210","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08259865,0.0005984847,0.8583199,0.00023858775,0.00038678612,0.00032241628,0.00036559821,0.035159525,0.022010133],"genre_scores_gemma":[0.5779584,0.00048924756,0.3786032,0.0002860933,0.00029228991,0.0003125721,0.001564364,0.0014730609,0.039020773],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999532,0.000057757064,0.000031393945,0.00008371702,0.00023254221,0.00006258896],"domain_scores_gemma":[0.9993735,0.00014413033,0.00002214663,0.00014866199,0.00020991248,0.00010160825],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053304667,0.00064872246,0.0007578394,0.00096865767,0.00045389775,0.0013194846,0.0014972407,0.0008588352,0.010328357],"category_scores_gemma":[0.0012328923,0.00047987417,0.0004366814,0.0005723428,0.00018208462,0.00093558145,0.0012416011,0.0006945907,0.0020526522],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023805953,0.0007918388,0.0026908848,0.00027392476,0.00020815224,0.00063663186,0.00048473498,0.019362614,0.39432505,0.009464149,0.012878423,0.556503],"study_design_scores_gemma":[0.00029140618,0.00081058487,0.0034003933,0.00006044203,0.00046904778,0.0008190759,0.00013118418,0.57451653,0.31429318,0.0057172705,0.09934684,0.00014409014],"about_ca_topic_score_codex":0.0024650944,"about_ca_topic_score_gemma":0.0015333921,"teacher_disagreement_score":0.010328357,"about_ca_system_score_codex":0.00041545217,"about_ca_system_score_gemma":0.00052771706,"threshold_uncertainty_score":0.0345518},"labels":[],"label_agreement":null},{"id":"W1533441220","doi":"10.1109/glocom.1994.512723","title":"Architecture and synchronization of multimedia data for presentational applications","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Multimedia; Structuring; Architecture; Synchronization (alternating current); Presentational and representational acting; Presentation (obstetrics); World Wide Web; Computer network","score_opus":0.08515536013917453,"score_gpt":0.3732784831864683,"score_spread":0.28812312304729376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1533441220","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03094704,0.00054129155,0.95079,0.00041166964,0.00015712093,0.00016531415,0.0001483634,0.0022552006,0.014584012],"genre_scores_gemma":[0.6443119,0.00087822834,0.33820248,0.0001501126,0.00020434459,0.0004933257,0.0007930704,0.0005231126,0.014443428],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991172,0.0002324978,0.000082957624,0.00017562696,0.0002956852,0.000095962525],"domain_scores_gemma":[0.99859816,0.00032264538,0.00014662559,0.00040466135,0.0004054811,0.00012246915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012047556,0.00039905083,0.00045667685,0.0010285112,0.0008897621,0.0031636758,0.0012876973,0.0008486729,0.0045630913],"category_scores_gemma":[0.0049612965,0.00037229608,0.0004059552,0.0011698017,0.0008654337,0.002919533,0.0017885017,0.00099443,0.0016812771],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051180285,0.00012775892,0.0022527745,0.00030393727,0.000063276675,0.00068142015,0.0019164195,0.06410371,0.060719017,0.676043,0.0080632195,0.18521376],"study_design_scores_gemma":[0.00012928118,0.0002522419,0.0014734813,0.00012377175,0.00009480375,0.000504258,0.0004603036,0.6132397,0.05172669,0.23899415,0.09290838,0.00009296778],"about_ca_topic_score_codex":0.0017119048,"about_ca_topic_score_gemma":0.0012695459,"teacher_disagreement_score":0.0045630913,"about_ca_system_score_codex":0.001149323,"about_ca_system_score_gemma":0.001244934,"threshold_uncertainty_score":0.015265048},"labels":[],"label_agreement":null},{"id":"W153525798","doi":"10.1007/978-3-642-40498-6_5","title":"Sharing Experiences over Video: Watching Video Programs together at a Distance","year":2013,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Electronic Arts (Canada); Simon Fraser University","funders":"","keywords":"Computer science; Fidelity; Implementation; Multimedia; Videoconferencing; World Wide Web; Internet privacy; Telecommunications","score_opus":0.029310132668165744,"score_gpt":0.30135063356223135,"score_spread":0.2720405008940656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W153525798","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9143262,0.0011705293,0.029684573,0.0008187501,0.00009542485,0.00039467463,0.00018591886,0.0001922566,0.053131767],"genre_scores_gemma":[0.98205906,0.00066317397,0.011817125,0.00026403146,0.00004869014,0.00020168918,0.00011564774,0.00004700516,0.004783674],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988224,0.0007254722,0.00002973922,0.0001392561,0.0001476569,0.00013543532],"domain_scores_gemma":[0.998423,0.000851699,0.00016054387,0.00017341127,0.00009662862,0.0002947213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012915793,0.0004564168,0.00019544664,0.0005004384,0.0015211131,0.0019494161,0.00083596486,0.00090119126,0.002874885],"category_scores_gemma":[0.0032006921,0.00021752535,0.0003649764,0.00044467,0.0014009905,0.0031942606,0.003228744,0.00078507693,0.0005108748],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005880481,0.001004801,0.027006006,0.0025049895,0.00017682677,0.002306139,0.54322404,0.00078948704,0.04959994,0.010529748,0.009852889,0.35241708],"study_design_scores_gemma":[0.00018240079,0.005660467,0.1354553,0.0019204956,0.00056138035,0.011873128,0.50750947,0.0036650142,0.036019597,0.012302583,0.28446725,0.00038288074],"about_ca_topic_score_codex":0.0008965523,"about_ca_topic_score_gemma":0.0017022962,"teacher_disagreement_score":0.002874885,"about_ca_system_score_codex":0.00039909323,"about_ca_system_score_gemma":0.00037070643,"threshold_uncertainty_score":0.009617448},"labels":[],"label_agreement":null},{"id":"W1544220486","doi":"10.1007/0-387-30038-4_168","title":"Multimedia Synchronization — Infrastructure and Engineering","year":2006,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Multimedia","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Synchronization (alternating current); Computer science; Multimedia; Telecommunications","score_opus":0.007277139681408382,"score_gpt":0.23921553524530473,"score_spread":0.23193839556389634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1544220486","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004966875,0.031813666,0.6976405,0.0021673604,0.002075248,0.00014671368,0.00024779368,0.0024852287,0.2584565],"genre_scores_gemma":[0.26910865,0.07418325,0.28163028,0.0008365377,0.0045273593,0.0004958854,0.0012861749,0.0013853725,0.3665464],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996929,0.000043436536,0.000017644597,0.00005781955,0.00016259268,0.000025696914],"domain_scores_gemma":[0.9996735,0.00011640346,0.000021194137,0.00006503001,0.000097271244,0.000026610594],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036618527,0.0007673315,0.00049482344,0.0011897582,0.00046033904,0.0025618905,0.001230799,0.00084825134,0.018430736],"category_scores_gemma":[0.0011415705,0.0004679271,0.00021610966,0.0018807773,0.0009881223,0.0028981145,0.0012024553,0.0009103662,0.0059198593],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050886683,0.00004052995,0.00022385296,0.0004062412,0.00001927466,0.00013062371,0.00018977138,0.008178333,0.0102567775,0.37574786,0.04121649,0.56353945],"study_design_scores_gemma":[0.000023319948,0.00014115272,0.00054321304,0.00037104904,0.000035067267,0.0006840176,0.00021733734,0.044770494,0.012827552,0.21028753,0.7300546,0.000044719272],"about_ca_topic_score_codex":0.0010065933,"about_ca_topic_score_gemma":0.00087647594,"teacher_disagreement_score":0.018430736,"about_ca_system_score_codex":0.0009262684,"about_ca_system_score_gemma":0.0008815683,"threshold_uncertainty_score":0.061656952},"labels":[],"label_agreement":null},{"id":"W1544576306","doi":"","title":"Visualization of Curricula using Multi-Dimensional Scaling","year":2004,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Sheridan College","funders":"","keywords":"Visualization; Computer science; Curriculum; Data science; Artificial intelligence; Psychology; Pedagogy","score_opus":0.08053179939753051,"score_gpt":0.37983783957324246,"score_spread":0.29930604017571194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1544576306","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2085816,0.0012453442,0.6611373,0.0025047888,0.0009299494,0.0007593867,0.014225129,0.069059886,0.04155662],"genre_scores_gemma":[0.46366736,0.0010339416,0.5192795,0.0001710943,0.0001572468,0.0009501864,0.004472777,0.0039951843,0.006272645],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997081,0.00007587642,0.000040325187,0.0000441857,0.00008688098,0.00004465682],"domain_scores_gemma":[0.9963671,0.0018177206,0.00027841973,0.00033836724,0.000931659,0.00026671842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007760382,0.0011799369,0.0005511133,0.0054788096,0.00074416865,0.0025422848,0.00047497175,0.00059367786,0.030621516],"category_scores_gemma":[0.00430344,0.00042356385,0.00061493565,0.004709349,0.00032537812,0.0013219456,0.0015735967,0.0012488563,0.0020103958],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010110638,0.0006033723,0.010969746,0.00177604,0.00012552622,0.0004162536,0.0071760993,0.054770693,0.041512404,0.041318648,0.06601455,0.77430564],"study_design_scores_gemma":[0.00039722558,0.00045355636,0.034870796,0.0007678394,0.00016399863,0.00045553953,0.004801363,0.6853846,0.051495995,0.037099093,0.18366416,0.00044586931],"about_ca_topic_score_codex":0.0049450337,"about_ca_topic_score_gemma":0.004397118,"teacher_disagreement_score":0.030621516,"about_ca_system_score_codex":0.0005268227,"about_ca_system_score_gemma":0.0011472251,"threshold_uncertainty_score":0.102439225},"labels":[],"label_agreement":null},{"id":"W1545402212","doi":"","title":"Telementoring Through Video Notes","year":2004,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","score_opus":0.0749299699542642,"score_gpt":0.3553737617836879,"score_spread":0.2804437918294237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1545402212","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44878474,0.0019192414,0.24366716,0.0012306707,0.0006578877,0.0003479227,0.0005423618,0.0051295995,0.29772046],"genre_scores_gemma":[0.80302846,0.00096980674,0.034122877,0.00016277762,0.00018501109,0.00009896972,0.00025842097,0.00026644315,0.16090725],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99972266,0.000082878636,0.000010159913,0.00004098465,0.000101842765,0.00004144321],"domain_scores_gemma":[0.99934095,0.0003416375,0.00004976167,0.00014958096,0.000060041784,0.00005795501],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003730084,0.0003188733,0.00012506793,0.00056246726,0.00048746247,0.0011222236,0.0005661586,0.0006473273,0.037700675],"category_scores_gemma":[0.0011191933,0.000118681775,0.00029810108,0.00039028673,0.00026055335,0.0013350333,0.0010046432,0.00042666664,0.0048368433],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008823426,0.00044606446,0.0023731743,0.0001901598,0.000014586142,0.0005800379,0.0010827753,0.0011404498,0.089968204,0.008511175,0.008381487,0.88642955],"study_design_scores_gemma":[0.0004428345,0.0027303586,0.051953357,0.00059355766,0.00018432048,0.0055248863,0.0069784117,0.034275666,0.54472625,0.016322821,0.3360709,0.00019654879],"about_ca_topic_score_codex":0.000797708,"about_ca_topic_score_gemma":0.0011269898,"teacher_disagreement_score":0.037700675,"about_ca_system_score_codex":0.00026872332,"about_ca_system_score_gemma":0.00025406556,"threshold_uncertainty_score":0.12612134},"labels":[],"label_agreement":null},{"id":"W1546260705","doi":"","title":"Interaction flow in educational visualization tools: A study","year":2009,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Visualization; Computer science; Artificial intelligence","score_opus":0.07699937298246405,"score_gpt":0.3912837197196219,"score_spread":0.3142843467371578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1546260705","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98870367,0.0004986844,0.004721265,0.00012367872,0.000014037662,0.00015521636,0.000067466746,0.00005033638,0.0056656552],"genre_scores_gemma":[0.9940253,0.00033592436,0.0027637142,0.00004304016,0.0000129573555,0.00013763107,0.000061073246,0.00004446471,0.0025759565],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.99634296,0.0022537627,0.0002224419,0.00027398628,0.00059272035,0.00031411965],"domain_scores_gemma":[0.9646244,0.029342297,0.0021549514,0.0008326238,0.002171621,0.0008740689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004925723,0.00041974735,0.00041376296,0.003941502,0.0016608901,0.0040088305,0.0007482119,0.0010537525,0.005666745],"category_scores_gemma":[0.0367579,0.0004379483,0.0005254313,0.0015201466,0.0010827674,0.0044255997,0.0015147049,0.001043138,0.00048200542],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0031972418,0.0060092933,0.33071706,0.0012936585,0.00014682155,0.0012935284,0.41423044,0.0007649947,0.015187073,0.010866404,0.0017140373,0.21457946],"study_design_scores_gemma":[0.0005347444,0.0063601504,0.6280954,0.0017397993,0.0005924579,0.0061600474,0.2835519,0.014161282,0.016549781,0.009137561,0.03281704,0.00029983927],"about_ca_topic_score_codex":0.0025156694,"about_ca_topic_score_gemma":0.0017702947,"teacher_disagreement_score":0.005666745,"about_ca_system_score_codex":0.0010768304,"about_ca_system_score_gemma":0.0013141744,"threshold_uncertainty_score":0.026050031},"labels":[],"label_agreement":null},{"id":"W1547634417","doi":"","title":"Mobile Computing: Experiences and Issues","year":2003,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Internet privacy; Computer security; Data science","score_opus":0.045175531943928995,"score_gpt":0.35249161571740306,"score_spread":0.3073160837734741,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1547634417","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050162002,0.6181186,0.004646434,0.17365608,0.007641025,0.000032170912,0.00016238727,0.00008634527,0.14549494],"genre_scores_gemma":[0.5034874,0.39425924,0.0050583933,0.03260899,0.009413943,0.00012291188,0.00018535632,0.00019696784,0.054666743],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99565154,0.002400014,0.00018608951,0.00029487463,0.0007176905,0.00074980775],"domain_scores_gemma":[0.9941896,0.0032792925,0.00027536871,0.00021362006,0.00083947444,0.001202753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008542965,0.0007612028,0.00061633036,0.001798482,0.00494148,0.015930234,0.0016140307,0.0058353944,0.0066545834],"category_scores_gemma":[0.007543534,0.00045183796,0.00056022493,0.0029711302,0.0067005297,0.021756126,0.0051645576,0.0055190693,0.0015007999],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023626747,0.00035760517,0.0072539393,0.0024860282,0.000058907528,0.0023902927,0.11068276,0.00025044856,0.0013593824,0.20999973,0.14748764,0.51743704],"study_design_scores_gemma":[0.000011100964,0.00008794664,0.0019486981,0.00209622,0.000018066374,0.002210176,0.09441094,0.0000857029,0.00023128884,0.010954493,0.88789564,0.00004972128],"about_ca_topic_score_codex":0.0027617286,"about_ca_topic_score_gemma":0.00825083,"teacher_disagreement_score":0.015930234,"about_ca_system_score_codex":0.0017204422,"about_ca_system_score_gemma":0.0019582438,"threshold_uncertainty_score":0.045180082},"labels":[],"label_agreement":null},{"id":"W1548579202","doi":"","title":"Accessible Multimedia for the Web","year":2002,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University; University of Alberta","funders":"","keywords":"Multimedia; Computer science; World Wide Web; Internet privacy","score_opus":0.1631605329885569,"score_gpt":0.35911867883086607,"score_spread":0.19595814584230917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1548579202","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0052772374,0.017841583,0.04839737,0.014309876,0.004782954,0.00019124482,0.0028054111,0.012030459,0.89436394],"genre_scores_gemma":[0.0421231,0.01535438,0.019406969,0.0039312853,0.0044125365,0.00016898921,0.0039019904,0.0033084445,0.9073923],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995639,0.00006112599,0.000024931702,0.00005548203,0.00023559958,0.000059044265],"domain_scores_gemma":[0.9987589,0.00026607089,0.0000557776,0.0003150342,0.0003113254,0.0002928874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052145834,0.00059457857,0.00030553035,0.002311796,0.0011312304,0.006735467,0.0009526645,0.002165358,0.15503806],"category_scores_gemma":[0.0026703505,0.00028603533,0.00035395165,0.0017811778,0.0006182377,0.0089884605,0.0033427514,0.0015317687,0.07110792],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000850038,0.00009276148,0.00026886156,0.00045403617,0.000016699303,0.00028138713,0.00041000248,0.00023288243,0.0075728754,0.0677367,0.44930342,0.47354543],"study_design_scores_gemma":[0.00000859933,0.000015833475,0.00048407086,0.0002159375,0.000012578843,0.00016329317,0.00012381613,0.00043906382,0.00149025,0.01561171,0.9814215,0.000013317582],"about_ca_topic_score_codex":0.0013615238,"about_ca_topic_score_gemma":0.0025636652,"teacher_disagreement_score":0.15503806,"about_ca_system_score_codex":0.0005689969,"about_ca_system_score_gemma":0.00061261357,"threshold_uncertainty_score":0.518654},"labels":[],"label_agreement":null},{"id":"W1550385268","doi":"10.1108/jd-01-2014-0018","title":"Social semiotics as theory and practice in library and information science","year":2015,"lang":"en","type":"article","venue":"Journal of Documentation","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Semiotics; Originality; Social semiotics; Computer science; Information science; Sociology; Value (mathematics); Data science; Epistemology; Social science; Qualitative research; Library science","score_opus":0.02474796014636087,"score_gpt":0.40502495637253083,"score_spread":0.38027699622616995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550385268","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04291501,0.04246682,0.23023452,0.10721301,0.0021869184,0.00028952656,0.00014487439,0.00038411457,0.57416517],"genre_scores_gemma":[0.91842484,0.014917468,0.04319681,0.003577876,0.0011868692,0.0005204749,0.00007908335,0.00017533432,0.017921193],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.96937513,0.026376015,0.0009103778,0.00094283966,0.001830714,0.0005650123],"domain_scores_gemma":[0.95957816,0.03322388,0.0017735459,0.0026068515,0.0017449601,0.0010727529],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01956713,0.0008446408,0.0009897428,0.007072299,0.008982653,0.019077757,0.0015295597,0.004214249,0.0053111142],"category_scores_gemma":[0.014386697,0.00046978905,0.0007694659,0.006964264,0.08860592,0.013768993,0.0071097594,0.004872677,0.0010560649],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000070231235,0.000013272473,0.00018897129,0.000120561126,0.00000444509,0.00006312637,0.013611338,0.00028117435,0.000048818343,0.9786758,0.0009735078,0.006011945],"study_design_scores_gemma":[0.000008459533,0.000022915008,0.00022878642,0.00043459324,0.0000049011874,0.0001345651,0.015279063,0.00082042674,0.00018379842,0.9121089,0.07075727,0.000016307142],"about_ca_topic_score_codex":0.0037354042,"about_ca_topic_score_gemma":0.0026452318,"teacher_disagreement_score":0.01956713,"about_ca_system_score_codex":0.0119461,"about_ca_system_score_gemma":0.0107942065,"threshold_uncertainty_score":0.10348213},"labels":[],"label_agreement":null},{"id":"W1550439051","doi":"10.1109/vsmm.2014.7136675","title":"On a non-web-based multimodal interactive documentary production","year":2014,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Production (economics); World Wide Web; Human–computer interaction; Multimodal interaction; Multimedia","score_opus":0.011914430518607714,"score_gpt":0.3241926740697123,"score_spread":0.3122782435511046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1550439051","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33121538,0.0013849206,0.5218742,0.0006930645,0.00024088584,0.0007147599,0.0003776548,0.011124017,0.13237521],"genre_scores_gemma":[0.6123023,0.00096391194,0.31004772,0.00029570662,0.000097853444,0.00030684064,0.00039113616,0.0006988424,0.074895695],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992976,0.00015100845,0.000021072237,0.00014088712,0.0003227424,0.00006672837],"domain_scores_gemma":[0.99965405,0.00012258018,0.000018066425,0.00008571262,0.000077523575,0.000041906747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004851739,0.00046325955,0.00025489897,0.00049274333,0.0006196151,0.0015489506,0.0010400647,0.00072845817,0.013089357],"category_scores_gemma":[0.0007791908,0.00026822672,0.00046790903,0.0003756072,0.0010742797,0.0014485389,0.0014470271,0.0006939555,0.00234967],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006821425,0.0002989319,0.0012488754,0.0009431611,0.000055907123,0.0019565222,0.005804211,0.0050478885,0.59147656,0.04299157,0.0069158124,0.34257844],"study_design_scores_gemma":[0.00022258068,0.002572375,0.015317951,0.0004630507,0.00019927017,0.0060887914,0.0025010973,0.038529072,0.64488995,0.0066536427,0.28233066,0.00023157909],"about_ca_topic_score_codex":0.001297188,"about_ca_topic_score_gemma":0.0013312845,"teacher_disagreement_score":0.013089357,"about_ca_system_score_codex":0.00039677368,"about_ca_system_score_gemma":0.00040432322,"threshold_uncertainty_score":0.043788254},"labels":[],"label_agreement":null},{"id":"W1557265236","doi":"10.19173/irrodl.v6i3.273","title":"Audio/ Videoconferencing Packages: High cost","year":2006,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Interactivity; Computer science; Videoconferencing; Asynchronous communication; Distance education; Multimedia; Asynchronous learning; Audio equipment; Software; Teleconference; Feature (linguistics); World Wide Web; Telecommunications; Synchronous learning; Teaching method; Engineering; Operating system","score_opus":0.12220678346178851,"score_gpt":0.487518201310213,"score_spread":0.36531141784842447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1557265236","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49205512,0.010444145,0.114447154,0.0021168212,0.00078882347,0.0058624325,0.014323019,0.00873989,0.3512226],"genre_scores_gemma":[0.7599462,0.003589379,0.08653559,0.00072835776,0.00036815958,0.0021864334,0.016522713,0.0024043221,0.12771882],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98959994,0.001091089,0.00031642406,0.00059839623,0.007898012,0.0004961624],"domain_scores_gemma":[0.9883354,0.0052224,0.00051752845,0.0013050523,0.004059343,0.00056033145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031153208,0.0007455194,0.0006440056,0.0026888421,0.0009963732,0.003241551,0.002420344,0.0012327696,0.06329425],"category_scores_gemma":[0.009795136,0.0003546466,0.00058835023,0.003069469,0.0005073758,0.0035862543,0.0017931823,0.0008415318,0.018733663],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028644237,0.001468449,0.0063140825,0.0018632818,0.00010817771,0.0003173349,0.0004197927,0.0026451966,0.021908594,0.008336978,0.037657022,0.9160966],"study_design_scores_gemma":[0.0018291096,0.013731274,0.15996833,0.0009789543,0.0013108046,0.0066849985,0.0034788062,0.016308604,0.13232012,0.008396705,0.6544827,0.0005095655],"about_ca_topic_score_codex":0.0052315085,"about_ca_topic_score_gemma":0.004249457,"teacher_disagreement_score":0.06329425,"about_ca_system_score_codex":0.0024912828,"about_ca_system_score_gemma":0.0017447477,"threshold_uncertainty_score":0.21174037},"labels":[],"label_agreement":null},{"id":"W1557398688","doi":"10.1023/a:1013245819429","title":"Distributed Video Production: Tasks, Architecture and QoS Provisioning","year":2002,"lang":"en","type":"article","venue":"Multimedia Tools and Applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Computer science; Architecture; Distributed computing; Quality of service; Resource allocation; Protocol (science); Network architecture; Computer network","score_opus":0.03667481132734842,"score_gpt":0.2944946641561039,"score_spread":0.2578198528287555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1557398688","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15421693,0.0010191309,0.82541,0.000568943,0.000093441944,0.00034743827,0.00026673844,0.0034575798,0.01461977],"genre_scores_gemma":[0.8274021,0.00051280257,0.16389593,0.00005243861,0.00009982581,0.00013954322,0.00042600188,0.00022490171,0.007246411],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942434,0.00014556895,0.00004595744,0.0001168862,0.00018062713,0.000086589345],"domain_scores_gemma":[0.9983912,0.00065746735,0.000109750246,0.00028304328,0.00033620108,0.00022229565],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014450826,0.000618612,0.00052527984,0.00064046105,0.000827121,0.0023393265,0.0014090583,0.00094060105,0.002382966],"category_scores_gemma":[0.0029912856,0.00051216537,0.00022651795,0.0008420969,0.0004260734,0.0013651652,0.00085740787,0.00061508134,0.0009986627],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020147488,0.0012033988,0.014633714,0.0005988402,0.00009668709,0.0010004508,0.001727548,0.14263953,0.17192747,0.048864402,0.0144275315,0.6008657],"study_design_scores_gemma":[0.00008749492,0.000210553,0.007999122,0.000045635185,0.00005532399,0.00048233077,0.0004066935,0.88554,0.05021197,0.03679968,0.01810794,0.00005327291],"about_ca_topic_score_codex":0.0034955002,"about_ca_topic_score_gemma":0.0029552362,"teacher_disagreement_score":0.0034955002,"about_ca_system_score_codex":0.000763368,"about_ca_system_score_gemma":0.0012399347,"threshold_uncertainty_score":0.007971823},"labels":[],"label_agreement":null},{"id":"W1557846997","doi":"","title":"The Technophobe and the Madman: An Internet2 Distributed Musical","year":2004,"lang":"en","type":"article","venue":"The Journal of the Abraham Lincoln Association","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; Rensselaer Polytechnic Institute; New York State Council on the Arts","keywords":"Musical; Computer science; Art; Visual arts","score_opus":0.009125555783567626,"score_gpt":0.28687005367362584,"score_spread":0.27774449789005823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1557846997","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51662225,0.0016873154,0.040233176,0.012269524,0.0014880945,0.00023123542,0.00014559417,0.00056133675,0.42676142],"genre_scores_gemma":[0.8651246,0.0011339395,0.02221118,0.0008025088,0.00041630093,0.00012751772,0.00012994824,0.00024261347,0.10981127],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981509,0.0009207351,0.000034463992,0.00020969208,0.00041210625,0.00027213636],"domain_scores_gemma":[0.9991559,0.00028438334,0.000050855906,0.00010974855,0.0000571404,0.00034197807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022486537,0.00067078794,0.00020541956,0.0006889326,0.009804811,0.0060124947,0.0012453069,0.0008461387,0.012547271],"category_scores_gemma":[0.0023846454,0.00022803026,0.00017684663,0.00077386963,0.006630134,0.0032691923,0.006664163,0.0017712228,0.0011526764],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000778602,0.00062062516,0.010098716,0.00040318814,0.000045546876,0.0043401555,0.31204572,0.0015471264,0.02708721,0.21403538,0.08520154,0.3437961],"study_design_scores_gemma":[0.000095277785,0.00057572086,0.007576763,0.00023305634,0.000027835405,0.0026468982,0.107657656,0.0023682874,0.007001899,0.01279473,0.85895264,0.000069388356],"about_ca_topic_score_codex":0.009314232,"about_ca_topic_score_gemma":0.037057266,"teacher_disagreement_score":0.012547271,"about_ca_system_score_codex":0.0021411579,"about_ca_system_score_gemma":0.0018207724,"threshold_uncertainty_score":0.041974843},"labels":[],"label_agreement":null},{"id":"W1563662685","doi":"10.13140/2.1.4733.0569","title":"Giving Learners Control through Interaction Design","year":2008,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Delegate; Control (management); Computer science; Transactional leadership; Knowledge management; Freedom of choice; Human–computer interaction; Psychology; Artificial intelligence; Social psychology","score_opus":0.1395903086788706,"score_gpt":0.37440895713010525,"score_spread":0.23481864845123465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1563662685","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01994691,0.0009869562,0.90217394,0.004137563,0.00017687675,0.0006005061,0.000041651354,0.00071590487,0.07121977],"genre_scores_gemma":[0.60375786,0.001247155,0.3729106,0.0011581971,0.00015238485,0.0024468775,0.000099530866,0.00033545008,0.01789196],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.963991,0.02835969,0.0013530651,0.0019552023,0.0033364121,0.001004764],"domain_scores_gemma":[0.96332896,0.026393177,0.0011963448,0.005229423,0.0022506916,0.0016013986],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02127975,0.0016486321,0.0006484962,0.0016429793,0.0030563124,0.010409664,0.002719089,0.002957402,0.009320041],"category_scores_gemma":[0.03288398,0.00077228463,0.0010659853,0.00084170303,0.013013966,0.011853506,0.008977815,0.003931004,0.0011748133],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001469472,0.0002743472,0.0020814326,0.00077835255,0.00008748348,0.0003242211,0.034524903,0.0066447384,0.004523054,0.8299139,0.0035053783,0.117195226],"study_design_scores_gemma":[0.000315452,0.00052705983,0.0007403249,0.0005832413,0.00014175833,0.0006868363,0.0073232437,0.019808812,0.0089252675,0.73527694,0.22553977,0.00013126628],"about_ca_topic_score_codex":0.0006599476,"about_ca_topic_score_gemma":0.00057994406,"teacher_disagreement_score":0.02127975,"about_ca_system_score_codex":0.0024097655,"about_ca_system_score_gemma":0.0028047296,"threshold_uncertainty_score":0.11253941},"labels":[],"label_agreement":null},{"id":"W1567036927","doi":"","title":"I’ll Wait for the Movie: Another Way to Promote Student Services","year":2009,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Cape Breton University","funders":"","keywords":"Service (business); Video production; Unit (ring theory); Multimedia; Service provider; Computer science; Psychology; Business; Mathematics education; Marketing","score_opus":0.033314638090564785,"score_gpt":0.37333688709351986,"score_spread":0.3400222490029551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1567036927","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2667336,0.002785522,0.052776724,0.17146656,0.018103005,0.0017753419,0.0008317381,0.0050914944,0.48043597],"genre_scores_gemma":[0.5921773,0.0028852387,0.077209815,0.033942454,0.0039071543,0.0011973407,0.0005517348,0.0015673066,0.28656167],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99878234,0.00065711304,0.00003263462,0.00009506327,0.00021033682,0.0002224587],"domain_scores_gemma":[0.9958733,0.0005189743,0.00024002155,0.0002544611,0.00038125907,0.002732102],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017036175,0.0005248802,0.0002881918,0.0005350278,0.0069300714,0.0047057364,0.0011252322,0.0027247157,0.03352573],"category_scores_gemma":[0.004862034,0.0002577839,0.0005082432,0.00053380197,0.001601129,0.004256907,0.0038765674,0.004510953,0.008213068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033397452,0.0017429005,0.005929536,0.0008239138,0.00005357433,0.0013242973,0.07413578,0.00015868343,0.011326211,0.017977929,0.57065713,0.31553605],"study_design_scores_gemma":[0.000110201974,0.00064943655,0.005703238,0.00022436971,0.00004434789,0.00106724,0.040307943,0.00041486043,0.0022860963,0.0020902583,0.94701374,0.000088251414],"about_ca_topic_score_codex":0.0023046734,"about_ca_topic_score_gemma":0.009778643,"teacher_disagreement_score":0.03352573,"about_ca_system_score_codex":0.0009003223,"about_ca_system_score_gemma":0.0015343473,"threshold_uncertainty_score":0.11215478},"labels":[],"label_agreement":null},{"id":"W1567080940","doi":"","title":"A Real-Time Configurable Web-based Tool for Teleconferencing and Telelearning","year":2004,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Teleconference; Computer science; World Wide Web; Multimedia","score_opus":0.019798530747265588,"score_gpt":0.32388218021631915,"score_spread":0.3040836494690536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1567080940","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10567709,0.00086763885,0.63961875,0.00024863344,0.000591445,0.0012494369,0.001838951,0.23106916,0.018838836],"genre_scores_gemma":[0.62127596,0.00042023856,0.31480184,0.0009001435,0.0002282649,0.0013585003,0.0027235316,0.011657066,0.046634488],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993998,0.00010077375,0.000045876004,0.00014519076,0.00023858846,0.000069699374],"domain_scores_gemma":[0.9985453,0.00061886146,0.00008481123,0.0002661388,0.00021270645,0.00027227556],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062660314,0.0011361078,0.00088872784,0.0016137187,0.00038662268,0.0010046456,0.0018427839,0.0012112217,0.023999957],"category_scores_gemma":[0.001882805,0.0005785705,0.00033958803,0.00067638315,0.00022180179,0.0012413225,0.0011276578,0.0006656135,0.005643217],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0033866046,0.000988999,0.0044285664,0.0006486799,0.00012500501,0.0019389632,0.0005298068,0.0031209262,0.27399057,0.0017611604,0.042530783,0.6665499],"study_design_scores_gemma":[0.0013826217,0.0025922686,0.038320776,0.0003891944,0.0007542054,0.008580641,0.00033327614,0.21471635,0.55054206,0.0037839497,0.1779208,0.0006839218],"about_ca_topic_score_codex":0.0005909199,"about_ca_topic_score_gemma":0.0006082217,"teacher_disagreement_score":0.023999957,"about_ca_system_score_codex":0.0002624004,"about_ca_system_score_gemma":0.0002557444,"threshold_uncertainty_score":0.080287874},"labels":[],"label_agreement":null},{"id":"W1569134749","doi":"10.4271/2003-01-0113","title":"X-by-Wire: Opportunities, Challenges and Trends","year":2003,"lang":"en","type":"article","venue":"SAE technical papers on CD-ROM/SAE technical paper series","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Infineon Technologies (Canada)","funders":"","keywords":"Computer science","score_opus":0.058761815941708394,"score_gpt":0.3044771543032942,"score_spread":0.2457153383615858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1569134749","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37219372,0.11033099,0.03249503,0.16358417,0.0016323437,0.0001696617,0.0008725128,0.0008391545,0.3178824],"genre_scores_gemma":[0.6093259,0.16110002,0.026102401,0.010004331,0.0021520038,0.00016339716,0.0014482228,0.00039445565,0.18930928],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990351,0.00019692408,0.000053303764,0.00015125413,0.00042657836,0.00013674605],"domain_scores_gemma":[0.9967399,0.0014359768,0.0003679769,0.00011314053,0.0010418796,0.00030106195],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025048032,0.00025407644,0.00020733595,0.0012067104,0.00065709447,0.004209481,0.0009921612,0.0016508665,0.018726598],"category_scores_gemma":[0.002318489,0.00018057556,0.00022063771,0.0024575454,0.0009996835,0.009242924,0.000974897,0.0009442173,0.0034773727],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032460594,0.00037267964,0.0327043,0.0014820872,0.000017819119,0.00072265894,0.002121818,0.0019252938,0.0083754985,0.18307607,0.055838253,0.7130389],"study_design_scores_gemma":[0.000029369758,0.0010256172,0.030302411,0.0008453289,0.000023976683,0.002993749,0.021335013,0.008015065,0.00855317,0.038648922,0.8881665,0.00006099762],"about_ca_topic_score_codex":0.0012498557,"about_ca_topic_score_gemma":0.002582131,"teacher_disagreement_score":0.018726598,"about_ca_system_score_codex":0.00089885655,"about_ca_system_score_gemma":0.00096817926,"threshold_uncertainty_score":0.06264669},"labels":[],"label_agreement":null},{"id":"W1569350996","doi":"10.24002/jik.v12i1.441","title":"NodeXL dalam Penelitian Jaringan Komunikasi Berbasis Internet","year":2015,"lang":"id","type":"article","venue":"Jurnal ILMU KOMUNIKASI","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Computer science; Art","score_opus":0.07569407695357412,"score_gpt":0.32983871049901936,"score_spread":0.25414463354544525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1569350996","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08148056,0.00674399,0.25931507,0.0357929,0.0019677621,0.00042190432,0.0028220445,0.0035784042,0.6078773],"genre_scores_gemma":[0.5670399,0.0084847035,0.10642589,0.002056479,0.0006594783,0.0005104731,0.0021608062,0.0015582482,0.31110406],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977324,0.00066664495,0.00013986076,0.00049981655,0.0007659438,0.00019525913],"domain_scores_gemma":[0.9954045,0.0017893175,0.00026821787,0.0011532382,0.0010278454,0.00035693063],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003152013,0.00044154364,0.0003959064,0.0015046627,0.0027950304,0.008910368,0.0012796993,0.0014397694,0.027763145],"category_scores_gemma":[0.0063196234,0.00050498755,0.0005301729,0.0021221775,0.0034231904,0.008800313,0.0033612952,0.002218163,0.006050088],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014142468,0.000071470626,0.005501789,0.0004272,0.000028474715,0.00032977664,0.008996357,0.0018921142,0.004198419,0.8233433,0.035204794,0.119864985],"study_design_scores_gemma":[0.000019479125,0.000044614193,0.0040298975,0.0003396266,0.000043727334,0.00024891822,0.004278645,0.004872301,0.0049721394,0.16626595,0.81481403,0.000070733135],"about_ca_topic_score_codex":0.013063351,"about_ca_topic_score_gemma":0.017481059,"teacher_disagreement_score":0.027763145,"about_ca_system_score_codex":0.0053886524,"about_ca_system_score_gemma":0.0054364824,"threshold_uncertainty_score":0.09287703},"labels":[],"label_agreement":null},{"id":"W1570916732","doi":"10.1007/978-3-642-04052-8_9","title":"MiniDiver: A Novel Mobile Media Playback Interface for Rich Video Content on an iPhoneTM","year":2009,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Interface (matter); Multimedia; Content (measure theory); Computer graphics (images); Operating system","score_opus":0.06571326980188408,"score_gpt":0.3293228411772038,"score_spread":0.2636095713753197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1570916732","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1268217,0.004577807,0.7558038,0.00056784076,0.0011929402,0.0008401551,0.0024060144,0.050281994,0.0575077],"genre_scores_gemma":[0.34760293,0.0031792137,0.35224116,0.0022883243,0.0007520082,0.0010697019,0.0031615589,0.0060651302,0.28364],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998497,0.000015515885,0.000008132933,0.000034942685,0.00007217184,0.000019563793],"domain_scores_gemma":[0.99982065,0.000069655216,0.000010184259,0.00001819647,0.00004632583,0.00003505585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025921484,0.00093963544,0.0006052514,0.00081297604,0.00035211467,0.0007384972,0.0015760837,0.0007495686,0.04296011],"category_scores_gemma":[0.0005040779,0.00040303828,0.00032631538,0.00032351576,0.00020533595,0.0011802162,0.00105617,0.00059397984,0.00650524],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011992843,0.0002078815,0.0006365629,0.0005698236,0.00006285322,0.00067901105,0.00051619054,0.00024970394,0.52618164,0.0028297764,0.03480423,0.43206313],"study_design_scores_gemma":[0.0004973196,0.0023462444,0.01168756,0.00041291816,0.00054923573,0.012669421,0.0005997362,0.051657196,0.49732095,0.0034575257,0.4184786,0.00032325304],"about_ca_topic_score_codex":0.00053384673,"about_ca_topic_score_gemma":0.0015519868,"teacher_disagreement_score":0.04296011,"about_ca_system_score_codex":0.00016924688,"about_ca_system_score_gemma":0.00017451703,"threshold_uncertainty_score":0.14371586},"labels":[],"label_agreement":null},{"id":"W1572488966","doi":"","title":"When frames collide: adapting cognitive frame analysis to a child’s comprehension of narrative video","year":2000,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Narrative; Cognition; Comprehension; Frame analysis; Frame (networking); Computer science; Psychology; Cognitive psychology; Cognitive science; Communication; Linguistics; Social psychology; Cognitive reframing; Telecommunications","score_opus":0.03876405688882122,"score_gpt":0.3313042911428275,"score_spread":0.29254023425400627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572488966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7093175,0.00020792916,0.2687963,0.00088382914,0.00013297888,0.0008061048,0.000592825,0.0063501927,0.012912353],"genre_scores_gemma":[0.8057634,0.00016188996,0.19082132,0.00014883793,0.000029755696,0.00028152842,0.000424971,0.00055455853,0.0018137308],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998752,0.00054394465,0.000063369895,0.00030987826,0.00023910032,0.00009171611],"domain_scores_gemma":[0.98976165,0.0076385564,0.00058775826,0.0007853577,0.0009158971,0.00031074937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019119359,0.0009385206,0.00041220256,0.0013097086,0.000590047,0.002316575,0.0016967874,0.0013636267,0.0032005645],"category_scores_gemma":[0.025333878,0.00051318813,0.00046480773,0.0008119839,0.0008514954,0.0023255874,0.001724331,0.00094214646,0.0007220498],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001998211,0.0012754409,0.036002405,0.0007587641,0.00021539976,0.0025838471,0.11736079,0.007420899,0.14265102,0.007597214,0.009568654,0.6725674],"study_design_scores_gemma":[0.00076270336,0.001961548,0.13348605,0.0007683137,0.0014999676,0.0041990955,0.11626506,0.49026158,0.14845777,0.039560232,0.061954048,0.00082366745],"about_ca_topic_score_codex":0.009763824,"about_ca_topic_score_gemma":0.012473466,"teacher_disagreement_score":0.009763824,"about_ca_system_score_codex":0.0007044637,"about_ca_system_score_gemma":0.0011199212,"threshold_uncertainty_score":0.019414008},"labels":[],"label_agreement":null},{"id":"W1574886642","doi":"10.1023/a:1022143111606","title":"An Approach for Recording Multimedia Collaborative Sessions: Design and Implementation","year":2003,"lang":"en","type":"article","venue":"Multimedia Tools and Applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Videoconferencing; Multimedia; Session (web analytics); Architecture; World Wide Web","score_opus":0.0742453667234396,"score_gpt":0.3989688581508705,"score_spread":0.32472349142743095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1574886642","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04385374,0.00008333791,0.94296914,0.00024135238,0.000058109366,0.0058597084,0.00011152547,0.0028752706,0.0039478983],"genre_scores_gemma":[0.13308142,0.00010714889,0.8561725,0.00008803612,0.000021389187,0.0070655784,0.00013269612,0.00018931752,0.003141987],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907003,0.0053807083,0.00064931996,0.0012810535,0.0016734503,0.00031517248],"domain_scores_gemma":[0.97873586,0.011327118,0.00074775476,0.002799446,0.004931858,0.0014579927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011454879,0.0012476768,0.0004911398,0.0017302757,0.0013970642,0.003379629,0.0034055063,0.0015586086,0.0060427147],"category_scores_gemma":[0.02156823,0.0009600501,0.0006282703,0.0011434838,0.0016688585,0.0027934015,0.0024758608,0.0013060631,0.001713621],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017603587,0.004384193,0.009624945,0.0016122786,0.00014922934,0.00030306663,0.023304852,0.0050776256,0.07677182,0.01838357,0.004152809,0.8544753],"study_design_scores_gemma":[0.005292064,0.02163995,0.03809109,0.0020955235,0.0028906106,0.0027691054,0.03948563,0.26227668,0.3877363,0.030813241,0.20578519,0.0011246146],"about_ca_topic_score_codex":0.0022375325,"about_ca_topic_score_gemma":0.0037360233,"teacher_disagreement_score":0.011454879,"about_ca_system_score_codex":0.0014778376,"about_ca_system_score_gemma":0.0032192112,"threshold_uncertainty_score":0.060579896},"labels":[],"label_agreement":null},{"id":"W1578592833","doi":"10.1007/978-3-540-72079-9_13","title":"Adaptive Content Presentation for the Web","year":2007,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Presentation (obstetrics); Content (measure theory); Web content; Computer science; Context (archaeology); World Wide Web; The Internet; Mathematics; Biology; Medicine","score_opus":0.13110473540959716,"score_gpt":0.3598790303687918,"score_spread":0.22877429495919466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1578592833","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032793704,0.0059228907,0.8196391,0.0012657371,0.0013694838,0.00026754377,0.00063131296,0.026864111,0.11124613],"genre_scores_gemma":[0.41368237,0.0060675056,0.32366377,0.000627953,0.0013220593,0.0003585271,0.0021028135,0.004088647,0.24808632],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99973327,0.00005786988,0.000012325357,0.00004049245,0.00012945061,0.000026620408],"domain_scores_gemma":[0.99945,0.0002531285,0.000019273451,0.00009387386,0.0001283352,0.000055302666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037654868,0.00057439436,0.00037868973,0.00061941997,0.0003401453,0.0017337102,0.001015421,0.0010509548,0.028548514],"category_scores_gemma":[0.0017962612,0.00023932835,0.00029161907,0.00063522515,0.00024163148,0.0020833435,0.0012232006,0.0009888164,0.0074658603],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034561797,0.0002031194,0.0003555432,0.00040866024,0.00003997336,0.00032870093,0.0004038464,0.0072718253,0.06009521,0.02134674,0.07249087,0.83671],"study_design_scores_gemma":[0.00022113383,0.0004423674,0.0035394118,0.00034449247,0.00018276979,0.0019686252,0.0006061818,0.3483179,0.08232516,0.09988794,0.46201354,0.00015056055],"about_ca_topic_score_codex":0.0005478097,"about_ca_topic_score_gemma":0.00050521333,"teacher_disagreement_score":0.028548514,"about_ca_system_score_codex":0.00031921698,"about_ca_system_score_gemma":0.00019445014,"threshold_uncertainty_score":0.095504284},"labels":[],"label_agreement":null},{"id":"W1579253957","doi":"10.1109/rws.2006.1615197","title":"The convergence of broadcasting and the internet for broadband wide area interactive television and internet multimedia services","year":2006,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Return channel; Computer science; Internet television; Digital television; The Internet; Digital Video Broadcasting; Interactive television; Multimedia; Broadcasting (networking); Broadband; Digital broadcasting; Telecommunications; Broadband networks; Computer network; Wireless; Wireless broadband; Telecommunications link; Transmission (telecommunications); Channel (broadcasting); Technological convergence; Wireless network; World Wide Web","score_opus":0.014824341290001321,"score_gpt":0.2881345791048043,"score_spread":0.27331023781480296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1579253957","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058573224,0.023037812,0.30586782,0.018362634,0.0027550822,0.00028407274,0.00019249087,0.00070789363,0.590219],"genre_scores_gemma":[0.52462584,0.025963195,0.2479923,0.005734748,0.0043110526,0.00052377913,0.0004575865,0.000447728,0.1899438],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890876,0.0003167509,0.00004534165,0.00011216559,0.00049915287,0.000117773176],"domain_scores_gemma":[0.9989104,0.0004523196,0.00012820195,0.00010739476,0.0002883345,0.000113358794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008416168,0.00024889296,0.00022345386,0.0010111665,0.0010702189,0.0027934334,0.00047393452,0.0012635738,0.010100027],"category_scores_gemma":[0.0018085781,0.00017923805,0.00026885426,0.0011687357,0.0017244614,0.0028895068,0.0019695302,0.0019762048,0.0028158044],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005147012,0.000043221124,0.0018130327,0.00019447142,0.000008232283,0.00063323224,0.0011996529,0.0007802483,0.009718264,0.79454297,0.007797489,0.18321772],"study_design_scores_gemma":[0.000019984578,0.00020159048,0.0054082475,0.00028588515,0.00003830266,0.0034755012,0.001240061,0.006942145,0.009520681,0.12251293,0.8502934,0.00006125963],"about_ca_topic_score_codex":0.0022910186,"about_ca_topic_score_gemma":0.0021431851,"teacher_disagreement_score":0.010100027,"about_ca_system_score_codex":0.0012868016,"about_ca_system_score_gemma":0.0014478286,"threshold_uncertainty_score":0.033787966},"labels":[],"label_agreement":null},{"id":"W1584181579","doi":"10.1007/978-3-642-16599-3","title":"The Smart Internet","year":2010,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":33,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"IBM (Canada); Queen's University; University of Toronto","funders":"","keywords":"Computer science; The Internet; World Wide Web","score_opus":0.018768788561032018,"score_gpt":0.3012294966021132,"score_spread":0.28246070804108114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1584181579","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001142535,0.023862716,0.0065437644,0.006425513,0.0027516468,0.000032716747,0.00013776892,0.00039247386,0.9587108],"genre_scores_gemma":[0.018135384,0.022331825,0.0039507253,0.0030344706,0.001709348,0.00006021428,0.00028031084,0.00021168964,0.95028615],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997706,0.000040723382,0.000006775189,0.000043352542,0.00010859983,0.000030035388],"domain_scores_gemma":[0.99975854,0.000059325925,0.000013987393,0.00006434513,0.000046733086,0.000057139],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032396975,0.00064091344,0.00032921106,0.0011431583,0.0010447422,0.004123324,0.0005044292,0.0014431298,0.05907944],"category_scores_gemma":[0.00084668957,0.00029645866,0.00027865087,0.001465606,0.0015078634,0.007620575,0.0021293547,0.0022471661,0.027443564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017277162,0.000026082189,0.00015194372,0.000105712985,0.0000064252254,0.00007981515,0.00034976317,0.00020687563,0.00055055623,0.30241606,0.452985,0.24310455],"study_design_scores_gemma":[0.0000017532742,0.0000061236383,0.00012958472,0.000065447624,0.0000021326166,0.00007887876,0.000093670846,0.00013421339,0.00009389283,0.029802132,0.9695892,0.0000030843019],"about_ca_topic_score_codex":0.0009883973,"about_ca_topic_score_gemma":0.0020083648,"teacher_disagreement_score":0.05907944,"about_ca_system_score_codex":0.0007775783,"about_ca_system_score_gemma":0.0008317894,"threshold_uncertainty_score":0.19764042},"labels":[],"label_agreement":null},{"id":"W1591464522","doi":"10.1007/11795018_23","title":"NEAR: Visualizing Information Relations in a Multimedia Repository","year":2006,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Exhibition; World Wide Web; Similarity (geometry); Process (computing); Information retrieval; Multimedia; Human–computer interaction; Image (mathematics); Artificial intelligence","score_opus":0.016376814634667662,"score_gpt":0.29129255877808896,"score_spread":0.2749157441434213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1591464522","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14210713,0.0046338327,0.6842584,0.0018392795,0.0003541636,0.00059395353,0.035484385,0.10852664,0.022202188],"genre_scores_gemma":[0.33697423,0.003559909,0.6124287,0.00031457716,0.00022010213,0.00051201443,0.020761592,0.006022861,0.019205973],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996803,0.000070070746,0.000023027882,0.00006454715,0.00013473234,0.000027341124],"domain_scores_gemma":[0.99908674,0.0004559794,0.00009674507,0.00013774382,0.000090014604,0.00013283089],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051326863,0.00122954,0.0007978445,0.006132437,0.001038446,0.004396192,0.001201596,0.0013336004,0.020498268],"category_scores_gemma":[0.0022712888,0.0005314937,0.0006343389,0.005883177,0.00042828053,0.006048488,0.002984517,0.0006796845,0.003211527],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00186003,0.00048501015,0.011373336,0.0027138772,0.00029911654,0.00201525,0.008327924,0.018744228,0.05397586,0.038627923,0.16231333,0.6992641],"study_design_scores_gemma":[0.00034524646,0.00051350624,0.021424936,0.0008077197,0.0005733118,0.0033812658,0.00918101,0.41586122,0.05280929,0.15179825,0.3429445,0.000359788],"about_ca_topic_score_codex":0.006190097,"about_ca_topic_score_gemma":0.011630571,"teacher_disagreement_score":0.020498268,"about_ca_system_score_codex":0.0004940187,"about_ca_system_score_gemma":0.0005595088,"threshold_uncertainty_score":0.068573534},"labels":[],"label_agreement":null},{"id":"W1596533888","doi":"","title":"A Personal Information and Knowledge Infrastructure Integrator","year":2006,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Hypertext; Computer science; World Wide Web; The Internet; Everyday life; Data science","score_opus":0.007225170031983913,"score_gpt":0.27938016193747833,"score_spread":0.2721549919054944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1596533888","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015334093,0.0016593124,0.048791572,0.045210786,0.002261263,0.0007827228,0.0012317793,0.012676296,0.87205213],"genre_scores_gemma":[0.07080927,0.0013403068,0.046842076,0.008620612,0.0005468047,0.00024282635,0.0025120836,0.001560881,0.8675252],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99449265,0.00077021244,0.00035506926,0.0009121369,0.0027545725,0.00071537046],"domain_scores_gemma":[0.9857556,0.0010865479,0.0004230955,0.0031237104,0.0056317425,0.0039792964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005536215,0.0005887849,0.0005915733,0.0032158985,0.0034362013,0.011121362,0.0028189619,0.0033322496,0.11087152],"category_scores_gemma":[0.013250575,0.00071441807,0.0005218603,0.0033855108,0.0012031902,0.019973882,0.0087216515,0.0024515477,0.05471917],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009181338,0.00036640378,0.0050884318,0.00029336856,0.000037921418,0.0012634356,0.0066666217,0.00026747392,0.00277072,0.11452598,0.5367367,0.33189106],"study_design_scores_gemma":[0.000009740245,0.00002154909,0.0007959816,0.00005813241,0.00001449978,0.0004105504,0.001067592,0.00089989725,0.00033385787,0.00737026,0.98900163,0.000016396281],"about_ca_topic_score_codex":0.0070369598,"about_ca_topic_score_gemma":0.007842042,"teacher_disagreement_score":0.11087152,"about_ca_system_score_codex":0.0034397722,"about_ca_system_score_gemma":0.0124705,"threshold_uncertainty_score":0.37090218},"labels":[],"label_agreement":null},{"id":"W1600275057","doi":"","title":"Discourse on designing an illustrated hypermedia book","year":2000,"lang":"en","type":"article","venue":"Journal of Educational Multimedia and Hypermedia archive","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Hypermedia; Computer science; Multimedia; Instructional design; Mathematics education; World Wide Web; Psychology","score_opus":0.025301353079511348,"score_gpt":0.3470836631782228,"score_spread":0.32178231009871144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1600275057","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17801495,0.0013932675,0.06295572,0.027848145,0.00075801625,0.00029123607,0.00012882792,0.00021724387,0.7283925],"genre_scores_gemma":[0.88837904,0.00058469124,0.014740786,0.00094525283,0.00015214998,0.00013904953,0.00011147997,0.00040964613,0.09453785],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99052763,0.0073948363,0.00016651151,0.00051882357,0.0009766738,0.00041561062],"domain_scores_gemma":[0.98530525,0.012161639,0.00048270237,0.0005383322,0.0009933687,0.00051871274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058823624,0.0008215028,0.00041170206,0.0016067474,0.011836673,0.01374203,0.0018473038,0.0067418152,0.014084244],"category_scores_gemma":[0.020408407,0.00074323994,0.00051456434,0.0014765132,0.017906573,0.010732292,0.005892468,0.006238485,0.0015796385],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042807515,0.000037598216,0.00034180447,0.00012963824,0.0000062268855,0.0011434621,0.5806148,0.00062322745,0.0017254474,0.40096438,0.006728719,0.0076419157],"study_design_scores_gemma":[0.000036280235,0.00007032041,0.0006257902,0.000714849,0.000035952373,0.0008246841,0.32034612,0.002916975,0.005658406,0.06316928,0.6055453,0.000056086243],"about_ca_topic_score_codex":0.0060772947,"about_ca_topic_score_gemma":0.007844235,"teacher_disagreement_score":0.014084244,"about_ca_system_score_codex":0.0084524695,"about_ca_system_score_gemma":0.0034483266,"threshold_uncertainty_score":0.06132728},"labels":[],"label_agreement":null},{"id":"W1603085483","doi":"","title":"Un sistema sicuro per la gestione di eventi su larga scala basato su EGNOS: il Progetto SPESSS","year":2006,"lang":"it","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Humanities; Art","score_opus":0.16634207132953902,"score_gpt":0.521279228505126,"score_spread":0.35493715717558694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1603085483","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2249618,0.0072267246,0.09759764,0.040942192,0.001392054,0.00040003582,0.0009796285,0.0019786416,0.6245213],"genre_scores_gemma":[0.860053,0.0042589856,0.035433397,0.0022504434,0.00069564563,0.0002754212,0.0006906232,0.0005002254,0.0958422],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980495,0.0007201645,0.0001144804,0.00048096664,0.0003930135,0.00024192296],"domain_scores_gemma":[0.9951303,0.0015823566,0.0006429009,0.00087322306,0.0009446872,0.0008266446],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002991967,0.0005862011,0.00039403187,0.0017207471,0.0025139065,0.012031319,0.0011971291,0.0021934572,0.021629546],"category_scores_gemma":[0.007019429,0.00056508416,0.00045558592,0.0017037522,0.0038095994,0.0075019845,0.005234308,0.0017973166,0.0057742046],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003666149,0.00026338096,0.06618436,0.0011903724,0.00009805908,0.0012087054,0.07097564,0.0015021163,0.011672443,0.37594607,0.03632656,0.4342657],"study_design_scores_gemma":[0.00005410588,0.00037951724,0.10862968,0.0014642057,0.00015400871,0.0011687869,0.045253877,0.005339787,0.0038939542,0.15375617,0.6797359,0.00016993031],"about_ca_topic_score_codex":0.009637229,"about_ca_topic_score_gemma":0.012017599,"teacher_disagreement_score":0.021629546,"about_ca_system_score_codex":0.001909276,"about_ca_system_score_gemma":0.0046118917,"threshold_uncertainty_score":0.07235801},"labels":[],"label_agreement":null},{"id":"W1666486534","doi":"10.1023/a:1021736013555","title":"Mexitl: Multimedia in Executable Interval Temporal Logic","year":2003,"lang":"en","type":"article","venue":"Formal Methods in System Design","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Interval temporal logic; Notation; Computer science; Formalism (music); Temporal logic; Theoretical computer science; Programming language; Algorithm; Mathematics; Arithmetic","score_opus":0.1502935729165406,"score_gpt":0.4425998256417204,"score_spread":0.2923062527251798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1666486534","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003616381,0.00009092308,0.9799661,0.00011100657,0.000050497605,0.00005637935,0.0004247366,0.011586587,0.0040973686],"genre_scores_gemma":[0.23489234,0.00036677683,0.743644,0.00040693488,0.0001449478,0.0005402937,0.0020144265,0.006712601,0.011277636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991634,0.00023301487,0.000066771594,0.00011892976,0.00033577927,0.000082135244],"domain_scores_gemma":[0.99913436,0.00053965003,0.00008932101,0.000109791414,0.000095719945,0.000031135372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010698268,0.00074285327,0.00044165188,0.0007364201,0.0004075071,0.001919843,0.0015471353,0.0006798008,0.014926907],"category_scores_gemma":[0.0036880192,0.0006785202,0.00090795144,0.00046733185,0.0007509631,0.002530595,0.0012864603,0.0017498353,0.002513959],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062974973,0.00013701881,0.0010943165,0.0010729856,0.00007849764,0.0007487951,0.00086723233,0.041950785,0.01984998,0.6263806,0.02461916,0.2825709],"study_design_scores_gemma":[0.00025161318,0.0001899072,0.00038078873,0.0003329201,0.00015316858,0.0005698029,0.00016017332,0.45679125,0.052647892,0.2967133,0.19173251,0.00007664578],"about_ca_topic_score_codex":0.0010038893,"about_ca_topic_score_gemma":0.0012759124,"teacher_disagreement_score":0.014926907,"about_ca_system_score_codex":0.0006384602,"about_ca_system_score_gemma":0.000595308,"threshold_uncertainty_score":0.04993552},"labels":[],"label_agreement":null},{"id":"W168530154","doi":"10.21437/interspeech.2004-258","title":"Synchronization of speaker selection for centralized tandem free voIP conferencing","year":2004,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Voice over IP; Computer science; Synchronization (alternating current); Computer network; Selection (genetic algorithm); Tandem; Videoconferencing; Telecommunications; Speech recognition; Artificial intelligence; World Wide Web; Engineering; The Internet","score_opus":0.03550769427933005,"score_gpt":0.33166136777366206,"score_spread":0.296153673494332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W168530154","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34158954,0.00020993162,0.6527059,0.00008682909,0.000073929594,0.00013119244,0.000037170976,0.0017694688,0.0033960633],"genre_scores_gemma":[0.94722205,0.000037508697,0.05200034,0.00001693982,0.000019575495,0.00004613961,0.000029068766,0.00004809139,0.0005803054],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995154,0.0001337045,0.000023355793,0.000114307695,0.00015736553,0.00005586554],"domain_scores_gemma":[0.9989747,0.00050216,0.000121262594,0.00013055975,0.00018976198,0.00008169457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008357952,0.00029355107,0.00043870712,0.00027446775,0.0004485787,0.00053675735,0.00074100116,0.00042293864,0.0015478492],"category_scores_gemma":[0.002437442,0.00025205573,0.00017163226,0.00020549499,0.00031645442,0.0005093274,0.0006319676,0.0005219424,0.0003765237],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015408249,0.00040583676,0.00616873,0.00016112624,0.000106147876,0.00043480966,0.0005541011,0.42191723,0.31259498,0.015150272,0.0022707235,0.23869517],"study_design_scores_gemma":[0.00011267024,0.00033373924,0.0014429467,0.0000072608304,0.000027673586,0.000113333655,0.000043806376,0.94471127,0.050816666,0.0011353092,0.0012315317,0.000023832336],"about_ca_topic_score_codex":0.0011407053,"about_ca_topic_score_gemma":0.0011093509,"teacher_disagreement_score":0.0015478492,"about_ca_system_score_codex":0.0005350451,"about_ca_system_score_gemma":0.000848168,"threshold_uncertainty_score":0.0051780343},"labels":[],"label_agreement":null},{"id":"W168950861","doi":"","title":"Towards Quality of Experience in Advanced Collaborative Environments","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Variety (cybernetics); Computer science; Quality of experience; Architecture; Set (abstract data type); Quality (philosophy); Emerging technologies; Knowledge management; Process management; Human–computer interaction; Quality of service; Business; Telecommunications","score_opus":0.05927112270419285,"score_gpt":0.4039938434386721,"score_spread":0.3447227207344793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W168950861","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022134697,0.0086505525,0.8648417,0.014813661,0.0004767442,0.00024125383,0.00009037516,0.00052110106,0.08822982],"genre_scores_gemma":[0.59244275,0.012230556,0.37739095,0.0012360383,0.00049269217,0.0005504687,0.00024889183,0.00014916107,0.015258453],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.98824304,0.0047525857,0.000599807,0.00092302234,0.004934271,0.00054732454],"domain_scores_gemma":[0.9907595,0.003105648,0.00084777724,0.0011971056,0.0032957713,0.00079413503],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011667518,0.0005893262,0.0006636502,0.0016596444,0.001253113,0.010831004,0.0021868432,0.0035239274,0.0024331978],"category_scores_gemma":[0.022241611,0.0006864671,0.0005464614,0.0017781603,0.0068639927,0.013937887,0.006992986,0.003521477,0.0009833256],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049497536,0.00007806798,0.0034892557,0.0005202073,0.000031041243,0.00026604807,0.009757446,0.0066908696,0.0026600002,0.8058801,0.0053338055,0.16524357],"study_design_scores_gemma":[0.000040270013,0.00020151354,0.003908488,0.0005830735,0.000034533474,0.00070503127,0.0066220006,0.035842773,0.0019144497,0.765246,0.18482037,0.00008153453],"about_ca_topic_score_codex":0.0029667008,"about_ca_topic_score_gemma":0.0014322508,"teacher_disagreement_score":0.011667518,"about_ca_system_score_codex":0.0030769724,"about_ca_system_score_gemma":0.0022268856,"threshold_uncertainty_score":0.061704457},"labels":[],"label_agreement":null},{"id":"W1699157597","doi":"","title":"The Veltic Hypermedia System: A Solution for Sharing Best Practices Online","year":2008,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; University of Ottawa; National Research Council Canada","funders":"","keywords":"Computer science; Hypermedia; World Wide Web; Multimedia","score_opus":0.22834438295519613,"score_gpt":0.3868973549112765,"score_spread":0.1585529719560804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1699157597","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072724715,0.0013936264,0.72804767,0.00665134,0.0010320958,0.0016348367,0.0030055684,0.09091289,0.094597355],"genre_scores_gemma":[0.17568222,0.0014921519,0.73030376,0.0014685196,0.00062211376,0.0014941953,0.0075906226,0.0057152454,0.07563114],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963701,0.0014452928,0.00039109605,0.0005130935,0.0011144844,0.00016591356],"domain_scores_gemma":[0.9862092,0.0050510904,0.0007725949,0.005107464,0.0011908556,0.0016687764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005452261,0.0009233526,0.0007189689,0.006689036,0.0023126956,0.0075685903,0.0030414532,0.0029234595,0.01932419],"category_scores_gemma":[0.019500019,0.00088767766,0.0010097211,0.0043791044,0.0012246566,0.014265523,0.012637235,0.002724362,0.0065484596],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077789184,0.001575068,0.0051159486,0.0010269611,0.00032355226,0.0005761277,0.007107328,0.0015510977,0.0175719,0.049419254,0.0660731,0.8488818],"study_design_scores_gemma":[0.0007842069,0.0010164873,0.0066944137,0.0010397068,0.000795222,0.0016137275,0.00513083,0.07168347,0.028809818,0.14620404,0.73563635,0.0005916248],"about_ca_topic_score_codex":0.0011188905,"about_ca_topic_score_gemma":0.002392845,"teacher_disagreement_score":0.01932419,"about_ca_system_score_codex":0.0007581677,"about_ca_system_score_gemma":0.0025452394,"threshold_uncertainty_score":0.06464583},"labels":[],"label_agreement":null},{"id":"W1716670109","doi":"","title":"Presentation Dynamism in XML Functional Programming meets SMIL Animation","year":2003,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Programming language; Scripting language; XML; Animation; World Wide Web; Semantic Web Rule Language; Semantic Web; XML validation; Dynamism; Scalable Vector Graphics; Multimedia; Semantic Web Stack; Semantic analytics; Computer graphics (images)","score_opus":0.04708864732998055,"score_gpt":0.34711629514222475,"score_spread":0.3000276478122442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1716670109","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030399112,0.00010744693,0.94267994,0.0013671202,0.000075531636,0.00007853455,0.000051279596,0.003034719,0.02220636],"genre_scores_gemma":[0.5437662,0.00024019786,0.43469432,0.00057786115,0.000116012496,0.00034524756,0.00015555101,0.0011421068,0.018962454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800056,0.00089202763,0.0001802759,0.00024639576,0.0004665645,0.00021421284],"domain_scores_gemma":[0.99702966,0.0014771695,0.00024308624,0.00071153435,0.00035121152,0.00018727261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003812206,0.00046729084,0.0003378934,0.0005461984,0.0007784371,0.003021643,0.000980563,0.0011951107,0.003888366],"category_scores_gemma":[0.005759968,0.00056331174,0.0007111185,0.0003701381,0.0026632345,0.0045899143,0.0025484252,0.0018657331,0.00062633475],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021220678,0.00007842365,0.0015820959,0.00020526128,0.000018298733,0.00093952165,0.00351258,0.020058138,0.018045647,0.855322,0.0031388418,0.09688701],"study_design_scores_gemma":[0.00012064213,0.0001814628,0.00068350177,0.00017701782,0.00005204513,0.0017531118,0.0010465783,0.3200373,0.033621106,0.4971129,0.14513937,0.00007500183],"about_ca_topic_score_codex":0.0010893584,"about_ca_topic_score_gemma":0.0010779743,"teacher_disagreement_score":0.003888366,"about_ca_system_score_codex":0.0008710494,"about_ca_system_score_gemma":0.0008948407,"threshold_uncertainty_score":0.020161152},"labels":[],"label_agreement":null},{"id":"W1786592518","doi":"","title":"Designing for Mobile Activities: WiFi Hotspots and Users in Quebec City","year":2011,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science; Telecommunications; Internet privacy; Computer security","score_opus":0.09008820576716639,"score_gpt":0.340104951182567,"score_spread":0.25001674541540064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1786592518","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9779026,0.00038807307,0.00093358516,0.002184396,0.00003197714,0.000090431524,0.0003864298,0.00003836411,0.018044166],"genre_scores_gemma":[0.9804575,0.00027982055,0.00055407593,0.00031447786,0.000007686927,0.00003648304,0.00018005203,0.000020530755,0.01814931],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.999166,0.00020965525,0.000016215052,0.00011699247,0.00019579049,0.00029539329],"domain_scores_gemma":[0.99799216,0.00031221428,0.00013383513,0.00007975024,0.00072136585,0.00076077424],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093142246,0.000290452,0.00030268353,0.0011914973,0.0075575416,0.002947135,0.00095848035,0.0008376074,0.0079374155],"category_scores_gemma":[0.0019985684,0.00027918242,0.00021535846,0.0020396078,0.002276633,0.0011198353,0.0013057546,0.00081252336,0.0007565219],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026290934,0.00038099606,0.4689377,0.00021737991,0.000067737084,0.0013718671,0.36175346,0.0013703569,0.004434036,0.0055167554,0.030808775,0.124878034],"study_design_scores_gemma":[0.000015963513,0.00015244313,0.5681324,0.00014553925,0.00003309105,0.0001642823,0.37559563,0.0025722755,0.00045815992,0.00037088167,0.052274577,0.00008476698],"about_ca_topic_score_codex":0.97935426,"about_ca_topic_score_gemma":0.99395883,"teacher_disagreement_score":0.024482459,"about_ca_system_score_codex":0.024482459,"about_ca_system_score_gemma":0.015026924,"threshold_uncertainty_score":0.17763352},"labels":[],"label_agreement":null},{"id":"W1821285649","doi":"10.14288/1.0051594","title":"User models for intent-based authoring","year":2009,"lang":"en","type":"article","venue":"Open Collections","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Interactivity; Rendering (computer graphics); Exploit; Human–computer interaction; Authoring system; User interface; Selection (genetic algorithm); Multimedia; Presentation (obstetrics); World Wide Web; Process (computing); Artificial intelligence; Programming language","score_opus":0.10103157877800047,"score_gpt":0.3923369735367568,"score_spread":0.29130539475875633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1821285649","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006438103,0.00024207532,0.9749615,0.0010650065,0.000075585085,0.000187471,0.0002518494,0.0007034049,0.016074955],"genre_scores_gemma":[0.39815503,0.0006604514,0.574214,0.00071967934,0.00015780667,0.0009940184,0.0011824772,0.00040852578,0.023507971],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99411243,0.0027337281,0.0004247036,0.0007040117,0.0017012592,0.0003238128],"domain_scores_gemma":[0.9877033,0.007920434,0.0006283048,0.0017251553,0.0016928012,0.00033002027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056482763,0.00095458206,0.0007320016,0.0015303764,0.0011024772,0.0044078613,0.0021527705,0.0025554406,0.011647219],"category_scores_gemma":[0.018523812,0.0010823393,0.0024249386,0.0007561183,0.002746863,0.0054165246,0.0037596244,0.0032708875,0.0030487813],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007536203,0.00010269831,0.0012966353,0.0001416114,0.000043258944,0.00022873183,0.0025569058,0.0716111,0.0015815854,0.8926569,0.0037399638,0.025965286],"study_design_scores_gemma":[0.00004443042,0.00008146218,0.00028321435,0.00011400935,0.000035783876,0.00023051133,0.00032104514,0.5392277,0.0011704304,0.431261,0.027179847,0.00005050274],"about_ca_topic_score_codex":0.003740895,"about_ca_topic_score_gemma":0.0030604373,"teacher_disagreement_score":0.011647219,"about_ca_system_score_codex":0.001664593,"about_ca_system_score_gemma":0.0016431279,"threshold_uncertainty_score":0.038963854},"labels":[],"label_agreement":null},{"id":"W182374152","doi":"","title":"Proceedings of the 2009 workshop on Ambient media computing","year":2009,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; University of Ottawa","funders":"","keywords":"Computer science; Event (particle physics); Pleasure; Multimedia; World Wide Web","score_opus":0.03532343020070095,"score_gpt":0.32409936142118045,"score_spread":0.2887759312204795,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W182374152","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01681798,0.061346564,0.42684123,0.054326035,0.115298465,0.00094661425,0.0030523355,0.007182924,0.31418785],"genre_scores_gemma":[0.105359875,0.04017552,0.16254596,0.008185983,0.01987513,0.0008981917,0.01271537,0.004348602,0.64589536],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967225,0.00094203267,0.00021679381,0.00049451547,0.0013126975,0.00031135682],"domain_scores_gemma":[0.9963176,0.0007468679,0.00007378964,0.0005746116,0.0014882829,0.00079876796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037396706,0.0012538078,0.0012928722,0.0010329722,0.0016185567,0.007683178,0.0024299093,0.0022524516,0.054168068],"category_scores_gemma":[0.0064046346,0.00056280725,0.0011421846,0.0010824843,0.0011606562,0.0052110413,0.0039804946,0.004142526,0.022947567],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002898255,0.00015750281,0.00056688115,0.0003863417,0.000062928135,0.00028582648,0.0009407192,0.00094578817,0.0053280126,0.019083295,0.7632788,0.20867401],"study_design_scores_gemma":[0.00001724196,0.00005061024,0.00062207895,0.0001625561,0.00002545355,0.00022434644,0.00039839695,0.0024737937,0.001878763,0.007531424,0.98658293,0.00003244456],"about_ca_topic_score_codex":0.0032435914,"about_ca_topic_score_gemma":0.005434446,"teacher_disagreement_score":0.054168068,"about_ca_system_score_codex":0.0012861443,"about_ca_system_score_gemma":0.001965214,"threshold_uncertainty_score":0.18121028},"labels":[],"label_agreement":null},{"id":"W1855201140","doi":"10.22230/cjc.2001v26n1a1201","title":"Putonghua-Language Radio Programming in Hong Kong: RTHK and the Putonghua Audience","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mandarin Chinese; Government (linguistics); Mainland China; Broadcasting (networking); China; Channel (broadcasting); Mainland; Advertising; Political science; Business; Computer science; Telecommunications; Geography; Linguistics; Computer security","score_opus":0.01801344118559389,"score_gpt":0.29766310469930723,"score_spread":0.27964966351371334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1855201140","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97429866,0.00056227186,0.00008499061,0.0012286683,0.000035599678,0.000017528135,0.00007165825,0.000010043459,0.023690592],"genre_scores_gemma":[0.9697834,0.001005452,0.00013624507,0.00017555415,0.0000117785,0.000011882909,0.00006239753,0.000015581525,0.028797794],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997682,0.00004928317,0.0000065319205,0.000022006016,0.000030116658,0.00012385794],"domain_scores_gemma":[0.9993641,0.000085200154,0.000051665367,0.000026688094,0.00009659526,0.00037574436],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042168645,0.00013970559,0.000084180945,0.00025560596,0.0020493513,0.0018252947,0.00032389408,0.00023604083,0.0052535706],"category_scores_gemma":[0.00053104555,0.00019652939,0.00009053264,0.00081340957,0.0011096018,0.0009255569,0.0009806546,0.0006578621,0.00040183292],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008979348,0.0004381793,0.30754223,0.00045829447,0.00003943621,0.0074811736,0.4941973,0.0006584817,0.008146218,0.023989892,0.021125203,0.1350256],"study_design_scores_gemma":[0.000040611558,0.00029279874,0.5612579,0.00014273063,0.000043529217,0.0005840565,0.28355718,0.0005362093,0.0016531254,0.00045058996,0.15138993,0.000051384937],"about_ca_topic_score_codex":0.41694796,"about_ca_topic_score_gemma":0.55767435,"teacher_disagreement_score":0.41694796,"about_ca_system_score_codex":0.0037503275,"about_ca_system_score_gemma":0.005626702,"threshold_uncertainty_score":0.8290421},"labels":[],"label_agreement":null},{"id":"W1857239528","doi":"10.1109/itcc.2001.918759","title":"Realizing MPEG-4 streaming over the Internet: a client/server architecture using DMIF","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; The Internet; Synchronization (alternating current); Multimedia; Abstraction; MPEG-4; Real Time Streaming Protocol; Software; Client–server model; Application layer; Abstraction layer; Computer network; Operating system; Server","score_opus":0.07223400211156687,"score_gpt":0.33749629379120394,"score_spread":0.26526229167963705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1857239528","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06765117,0.00019374714,0.8920052,0.0003064705,0.00007553257,0.00046207863,0.00014096547,0.016153505,0.023011247],"genre_scores_gemma":[0.4693574,0.00039074363,0.5100713,0.00022242882,0.000121749894,0.0003320067,0.000882188,0.00093833846,0.017683923],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9994679,0.00008362022,0.000054053777,0.00006526282,0.00022998007,0.000099162164],"domain_scores_gemma":[0.99950814,0.00008125655,0.000029945544,0.000092587594,0.00021655543,0.000071629845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009992089,0.0005241967,0.0005238371,0.0008954266,0.0005500113,0.0016714854,0.0018222999,0.00089730346,0.0037945334],"category_scores_gemma":[0.0011632339,0.00040248848,0.00027277702,0.00057927927,0.00044051788,0.0011622106,0.00070274976,0.0009478267,0.0024837838],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017939112,0.0008032882,0.0042356704,0.0004996042,0.000082488914,0.0014693864,0.001716917,0.024111664,0.45648086,0.062804125,0.013295071,0.432707],"study_design_scores_gemma":[0.0002259155,0.00037361475,0.0014059442,0.00007971531,0.00011452117,0.0011715352,0.0003189309,0.50469184,0.4075587,0.009075979,0.07487351,0.00010986234],"about_ca_topic_score_codex":0.0020423294,"about_ca_topic_score_gemma":0.0012807833,"teacher_disagreement_score":0.0037945334,"about_ca_system_score_codex":0.0008857344,"about_ca_system_score_gemma":0.00076077756,"threshold_uncertainty_score":0.012693942},"labels":[],"label_agreement":null},{"id":"W1883438710","doi":"10.1007/978-3-642-15399-0_56","title":"NetPot: Easy Meal Enjoyment for Distant Diners","year":2010,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Meal; Key (lock); Computer science; Feeling; Food science; Psychology; Biology; Computer security; Social psychology","score_opus":0.030046149844676434,"score_gpt":0.31619949714699086,"score_spread":0.28615334730231445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1883438710","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16826215,0.003196593,0.13685848,0.0024380793,0.002615861,0.0012498678,0.027937615,0.1255086,0.5319328],"genre_scores_gemma":[0.21197955,0.0017034749,0.103464104,0.0011106024,0.00071013503,0.0009916729,0.035327975,0.013799736,0.63091284],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99986744,0.000018551296,0.000004749051,0.000026314681,0.000041772913,0.000041237876],"domain_scores_gemma":[0.9996768,0.000052071286,0.000008122994,0.000036985813,0.000044975237,0.00018111302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029068,0.001110953,0.00050116424,0.0005633963,0.0007838181,0.0012199694,0.0014293249,0.00066969055,0.1623808],"category_scores_gemma":[0.00060792523,0.00034777803,0.00077684876,0.00035399178,0.0001379733,0.0017759646,0.0033200048,0.0009967326,0.052433096],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003240538,0.0011091082,0.002664426,0.00065633387,0.00007100448,0.0006321768,0.0009020194,0.00048809627,0.023240004,0.002527895,0.48106995,0.4833984],"study_design_scores_gemma":[0.0005732503,0.00123791,0.036359623,0.00029664906,0.00016889567,0.0016960354,0.001626003,0.0072279996,0.015707627,0.004927977,0.9299241,0.0002539376],"about_ca_topic_score_codex":0.00072870916,"about_ca_topic_score_gemma":0.00306075,"teacher_disagreement_score":0.1623808,"about_ca_system_score_codex":0.00022084166,"about_ca_system_score_gemma":0.000232458,"threshold_uncertainty_score":0.5432179},"labels":[],"label_agreement":null},{"id":"W1908118787","doi":"10.21432/t2bc99","title":"A review of The Videotex and Teletext Handbook – Home and Office Communication Using Microcomputers and Terminals","year":2009,"lang":"en","type":"review","venue":"Canadian Journal of Learning and Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Videotex; Computer science; Multimedia; Telecommunications","score_opus":0.03478641086100616,"score_gpt":0.34563924720702366,"score_spread":0.3108528363460175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1908118787","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000033941615,0.9990107,0.000043368,0.00022379772,0.0002005465,0.000002754673,0.000015275984,0.0000025066474,0.00046717058],"genre_scores_gemma":[0.00022102034,0.9989579,0.00010885234,0.00019598393,0.00017541803,0.0000039093507,0.000023222927,0.000001024842,0.0003126526],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999479,0.00008076168,0.00012971163,0.00007497624,0.00020168125,0.000033773176],"domain_scores_gemma":[0.99817693,0.0009256067,0.0003023477,0.000034500015,0.00043620818,0.00012439404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011814743,0.0011609669,0.002157811,0.006886386,0.0003875247,0.0012404881,0.0012601803,0.0014405423,0.0054690726],"category_scores_gemma":[0.002699987,0.0004759119,0.0005867841,0.008465203,0.0007076093,0.0025527014,0.00093688286,0.0016014932,0.0025208846],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005027657,0.000068723195,0.00015928081,0.04281444,0.00008750246,0.0001761809,0.000100991034,0.0001830116,0.0007482494,0.002707095,0.09388454,0.85901976],"study_design_scores_gemma":[0.00001117332,0.00005056179,0.00085688056,0.010340968,0.00009569738,0.00080845493,0.00007193665,0.0000308565,0.00016053447,0.00068830536,0.98686683,0.00001776264],"about_ca_topic_score_codex":0.005076895,"about_ca_topic_score_gemma":0.013772333,"teacher_disagreement_score":0.006886386,"about_ca_system_score_codex":0.0011759475,"about_ca_system_score_gemma":0.0034572918,"threshold_uncertainty_score":0.018295884},"labels":[],"label_agreement":null},{"id":"W1908944503","doi":"10.1109/vr.2000.840511","title":"An architecture for collaboration in virtual environments","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Architecture; Protocol (science); Collaborative software; Human–computer interaction; Layer (electronics); Computer architecture; Multimedia; World Wide Web","score_opus":0.02619610449343703,"score_gpt":0.3340938020606769,"score_spread":0.3078976975672399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1908944503","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008110827,0.00038898547,0.98128957,0.00064512575,0.000094086514,0.0001196424,0.000029697452,0.0017745689,0.007547483],"genre_scores_gemma":[0.16982281,0.0007746504,0.8202539,0.0002112258,0.0000997641,0.00043473163,0.0001908763,0.00017797973,0.008033966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998075,0.00064323004,0.00017654346,0.00030320502,0.00056356686,0.0002383622],"domain_scores_gemma":[0.9984388,0.0002606092,0.00010076139,0.00047440396,0.0003510658,0.00037429968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024611673,0.0007803913,0.000609494,0.0006713891,0.0027835562,0.004556665,0.0026860584,0.0025374382,0.0037026273],"category_scores_gemma":[0.0030263888,0.00082001294,0.0008931098,0.00078623777,0.0028431774,0.0065389983,0.006410809,0.0024466407,0.0016040198],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012973532,0.00013978894,0.0011235717,0.0003089205,0.00008692584,0.00032338905,0.0025404699,0.047516555,0.010595735,0.84165174,0.0071798987,0.08840337],"study_design_scores_gemma":[0.00012936955,0.00031668245,0.0008562691,0.00023655461,0.00016662103,0.0006216583,0.00064890954,0.2698268,0.0074141347,0.5277513,0.1918787,0.00015304053],"about_ca_topic_score_codex":0.0038157227,"about_ca_topic_score_gemma":0.0038132835,"teacher_disagreement_score":0.004556665,"about_ca_system_score_codex":0.0012901023,"about_ca_system_score_gemma":0.0025781963,"threshold_uncertainty_score":0.013016045},"labels":[],"label_agreement":null},{"id":"W1910053538","doi":"10.1109/ccece.1995.526603","title":"Design and implementation of a multimedia database server","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Server; Multimedia database; Database design; Database server; Database; Architecture; Multimedia; Database theory; Data modeling; World Wide Web","score_opus":0.09075490605456413,"score_gpt":0.377481403665187,"score_spread":0.28672649761062285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1910053538","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022352038,0.0007024788,0.9558302,0.000651623,0.00022740518,0.00085806183,0.00025209825,0.005279262,0.0138468575],"genre_scores_gemma":[0.17854327,0.00082297425,0.8035358,0.00046075872,0.00010366561,0.0008591403,0.0007761475,0.00042162955,0.014476546],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99904794,0.00012204525,0.00013025703,0.00015792427,0.00043070683,0.00011111583],"domain_scores_gemma":[0.9991454,0.000085856635,0.000056620953,0.00011388679,0.0004485761,0.00014977176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013345801,0.00041174193,0.00058199157,0.0007714494,0.00073788513,0.0026406392,0.002972157,0.001371249,0.0036918866],"category_scores_gemma":[0.0014382141,0.00072810764,0.0003603102,0.0007373717,0.00038758508,0.0014349273,0.0009883402,0.0010362165,0.0028658966],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009986482,0.0007176104,0.0063672713,0.0016657197,0.00026083933,0.0016409871,0.0015082273,0.035889972,0.2975185,0.123299,0.020056318,0.51007694],"study_design_scores_gemma":[0.00031757052,0.00096025696,0.002395504,0.00023875613,0.00034190025,0.0028015482,0.00049410167,0.25189942,0.31486085,0.013088219,0.4124477,0.00015415106],"about_ca_topic_score_codex":0.0010628464,"about_ca_topic_score_gemma":0.0006068792,"teacher_disagreement_score":0.0036918866,"about_ca_system_score_codex":0.00072769285,"about_ca_system_score_gemma":0.0015341238,"threshold_uncertainty_score":0.012350559},"labels":[],"label_agreement":null},{"id":"W1912034795","doi":"10.1109/mmsp.2001.962789","title":"MPEG-4 broadcast: a client/server framework for multi-service streaming using push channels","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Computer network; Multimedia Broadcast Multicast Service; Service (business); Atomic broadcast; Architecture; Video server; Application layer; Broadcast domain; MPEG-4; Synchronization (alternating current); Broadcasting (networking); Multicast; Operating system","score_opus":0.25359506190920367,"score_gpt":0.4118734852899433,"score_spread":0.1582784233807396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1912034795","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0053321444,0.00047390827,0.9633208,0.00021874397,0.00018713393,0.0006274535,0.00025313642,0.017668886,0.011917911],"genre_scores_gemma":[0.14554474,0.001586568,0.81402785,0.0002918841,0.0004139331,0.0010171984,0.002080814,0.0028745548,0.03216254],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99917233,0.000120994184,0.000058160484,0.000049984887,0.00050632155,0.00009220453],"domain_scores_gemma":[0.9995993,0.00008619688,0.000024232277,0.000055950637,0.00015799499,0.00007636664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012508353,0.0006916509,0.0005768407,0.00084068865,0.0007796127,0.0018320325,0.0018605528,0.0010848612,0.0049640676],"category_scores_gemma":[0.0012339137,0.0006034871,0.00048010843,0.0005472648,0.0005935585,0.0013574789,0.0008902073,0.0013676247,0.0033671756],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013739174,0.00042289702,0.001482039,0.0010070587,0.00019906541,0.0014845307,0.0014374255,0.03678502,0.20123976,0.16472265,0.06579283,0.52405286],"study_design_scores_gemma":[0.00039871546,0.00043537398,0.0010540971,0.0001545325,0.00018977401,0.0008883043,0.00020772194,0.46998522,0.11649638,0.02733134,0.38264066,0.00021791868],"about_ca_topic_score_codex":0.005557633,"about_ca_topic_score_gemma":0.0042300266,"teacher_disagreement_score":0.005557633,"about_ca_system_score_codex":0.0009578409,"about_ca_system_score_gemma":0.0014782823,"threshold_uncertainty_score":0.01660639},"labels":[],"label_agreement":null},{"id":"W1917200568","doi":"10.3233/scc-2001-232","title":"On‐board scheduling for multimedia applications","year":2001,"lang":"en","type":"article","venue":"Space Communications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ste. Anne's Hospital","funders":"","keywords":"Telecommunications link; Computer science; Time division multiple access; Computer network; Quality of service; Scheduling (production processes); Broadband; Multi-frequency time division multiple access; Bandwidth (computing); Bandwidth allocation; Dynamic bandwidth allocation; Broadband networks; Telecommunications; Orthogonal frequency-division multiplexing; Engineering","score_opus":0.07540390344556525,"score_gpt":0.4001565294093503,"score_spread":0.32475262596378507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1917200568","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31367344,0.0072252667,0.583074,0.0010754302,0.0012675036,0.00039409485,0.00026585997,0.0024027545,0.090621755],"genre_scores_gemma":[0.9139539,0.001969087,0.061120093,0.00016679682,0.00035431748,0.00007686037,0.00029078842,0.00025162546,0.021816498],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996959,0.000108783475,0.00000948616,0.000033246957,0.00008031156,0.00007223386],"domain_scores_gemma":[0.99960357,0.00013810256,0.000042231197,0.00007220171,0.00008323333,0.00006075646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004084169,0.00044991332,0.00029174393,0.0003005467,0.00062718295,0.0010190717,0.00058958266,0.0003330774,0.0050306236],"category_scores_gemma":[0.001159165,0.00013100132,0.00013756646,0.00045025782,0.00019318885,0.0005650772,0.00047983255,0.00043247233,0.0009764703],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010677538,0.00046871434,0.0038167383,0.00038173972,0.0000538791,0.00044657098,0.00047003533,0.09443395,0.09146873,0.06079363,0.019885113,0.7267131],"study_design_scores_gemma":[0.000111099434,0.0006617003,0.0043278118,0.000059687463,0.00006627954,0.00050270755,0.00048506484,0.7273022,0.045772385,0.020668175,0.20000328,0.000039704344],"about_ca_topic_score_codex":0.002497381,"about_ca_topic_score_gemma":0.0034629907,"teacher_disagreement_score":0.0050306236,"about_ca_system_score_codex":0.0007278326,"about_ca_system_score_gemma":0.0006051781,"threshold_uncertainty_score":0.016829133},"labels":[],"label_agreement":null},{"id":"W1929692405","doi":"10.1109/ccece.1995.526604","title":"Modelling of multimedia data distributed in client/server networks","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Client–server model; Computer science; Architecture; Fat client; Multimedia; Server; Client; File server; Data modeling; Distributed database; Remote evaluation; World Wide Web; Distributed computing; Computer network; Database","score_opus":0.19654666337432886,"score_gpt":0.34046488926724294,"score_spread":0.1439182258929141,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1929692405","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08766501,0.0014554281,0.89139897,0.0010156961,0.00013067572,0.00021819047,0.00035277873,0.00042031173,0.017342946],"genre_scores_gemma":[0.86880803,0.003257924,0.106619865,0.00012888658,0.00015244505,0.00048569712,0.000577597,0.00013142964,0.019838197],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99919075,0.0003062291,0.000046029418,0.000083974024,0.0002995321,0.000073548275],"domain_scores_gemma":[0.9990283,0.0005949045,0.00008932005,0.00007108289,0.00017348219,0.00004282693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00094855845,0.00069014216,0.0007894088,0.00069951016,0.0007226821,0.0022013949,0.0019888717,0.001554891,0.0021288483],"category_scores_gemma":[0.0028595617,0.00037932146,0.00066597236,0.0013032418,0.00095484767,0.0022344687,0.00096336385,0.0010453784,0.0005093912],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047003723,0.00004287332,0.00050870405,0.00007554738,0.000017983168,0.00019543279,0.00016458063,0.935307,0.001617983,0.053669706,0.00063537294,0.007717736],"study_design_scores_gemma":[0.0000053112694,0.000010255076,0.000089078654,0.0000071089526,0.0000055251962,0.000042580028,0.000030980438,0.9885513,0.0004805944,0.009603111,0.0011680265,0.0000060676157],"about_ca_topic_score_codex":0.008342241,"about_ca_topic_score_gemma":0.004677183,"teacher_disagreement_score":0.008342241,"about_ca_system_score_codex":0.0015988658,"about_ca_system_score_gemma":0.0010870203,"threshold_uncertainty_score":0.016587377},"labels":[],"label_agreement":null},{"id":"W1932927270","doi":"10.1109/icc.1995.525232","title":"A presentation agent for a distributed multimedia system over high speed networks","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Presentation (obstetrics); Synchronization (alternating current); Multimedia; Architecture; Multimedia database; Interface (matter); Distributed computing; Computer network; Operating system","score_opus":0.04779109848489326,"score_gpt":0.32148808013126545,"score_spread":0.2736969816463722,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1932927270","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01476174,0.0009492584,0.9112087,0.0013599147,0.0009460596,0.0011146413,0.0005594715,0.026660474,0.04243962],"genre_scores_gemma":[0.22087444,0.0014034559,0.6241162,0.0010164075,0.0007319352,0.0011762456,0.0018337511,0.0014869713,0.14736062],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993801,0.00014084004,0.00005229651,0.00008643,0.00028808462,0.000052263953],"domain_scores_gemma":[0.99932957,0.0001367981,0.000067811285,0.00009302842,0.00019233061,0.00018052579],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000949275,0.0006401388,0.0006214408,0.00051988283,0.0010523896,0.0028722768,0.0014432418,0.0016748674,0.016275095],"category_scores_gemma":[0.0016575594,0.00038337894,0.0004215864,0.00048607396,0.00047228846,0.0022555925,0.0011051307,0.001782317,0.0069020763],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017684347,0.00096719794,0.002069968,0.0014728694,0.00033333723,0.0029978098,0.0014193824,0.022855628,0.18107305,0.22773561,0.12751156,0.4297951],"study_design_scores_gemma":[0.0005385658,0.000766634,0.0012265728,0.00015140598,0.000260385,0.002237195,0.00020867186,0.2162932,0.062315315,0.028509617,0.68730766,0.00018473747],"about_ca_topic_score_codex":0.0013107742,"about_ca_topic_score_gemma":0.0015368155,"teacher_disagreement_score":0.016275095,"about_ca_system_score_codex":0.0007441155,"about_ca_system_score_gemma":0.0011847917,"threshold_uncertainty_score":0.054445684},"labels":[],"label_agreement":null},{"id":"W1933307501","doi":"","title":"가상 프린트 비용(VPF) 도입에 의한 국내 디지털 스크린 보급과 문제점 연구","year":2013,"lang":"ko","type":"article","venue":"영화연구","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Movie theater; Software deployment; Digital Millennium Copyright Act; Business; Bankruptcy; Film industry; Computer science; Multimedia; Computer graphics (images); Advertising; Art; Political science; Visual arts; Intellectual property; Law; Finance","score_opus":0.03305777220114937,"score_gpt":0.32546320141752466,"score_spread":0.2924054292163753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1933307501","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.072305255,0.015010518,0.021940913,0.009327667,0.0065224105,0.000205819,0.0011677488,0.0010573533,0.8724623],"genre_scores_gemma":[0.43065503,0.009468276,0.01708255,0.0014778979,0.0010575666,0.0001231797,0.0007543172,0.00018387176,0.5391973],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9993299,0.00011884843,0.00004820466,0.00014807779,0.0002505412,0.000104436025],"domain_scores_gemma":[0.9993919,0.000117623335,0.00009825155,0.00010389809,0.00022278921,0.00006548117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062971265,0.00030117977,0.00013993638,0.0007561431,0.0010054015,0.0023202554,0.00038053954,0.0008544286,0.032057155],"category_scores_gemma":[0.0015299597,0.00017025656,0.00017347814,0.0010767521,0.0008866869,0.0024122198,0.00074647483,0.0010085573,0.009768855],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001118966,0.00006694146,0.004871623,0.00031701254,0.000014800039,0.0010444327,0.0009105791,0.00029455702,0.0064611463,0.33066997,0.18630981,0.46892726],"study_design_scores_gemma":[0.000008982664,0.00011005324,0.008520776,0.00007242953,0.000009767332,0.0020899896,0.0004848019,0.00045078772,0.0037723084,0.006250664,0.9781994,0.000030180536],"about_ca_topic_score_codex":0.002620095,"about_ca_topic_score_gemma":0.0024511397,"teacher_disagreement_score":0.032057155,"about_ca_system_score_codex":0.0010706445,"about_ca_system_score_gemma":0.000701746,"threshold_uncertainty_score":0.10724193},"labels":[],"label_agreement":null},{"id":"W1934952768","doi":"10.22230/cjc.2001v26n3a1236","title":"InSite: Using Video-Conferencing Applications over CA*net3 to Enhance the Collaborative Process for National Research Teams","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Scope (computer science); Computer science; Process (computing); Videoconferencing; Broadband; Knowledge management; Engineering management; Multimedia; Engineering; Telecommunications","score_opus":0.12061621480407543,"score_gpt":0.4905145455066325,"score_spread":0.36989833070255707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1934952768","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61799985,0.0006284185,0.17065766,0.0033079651,0.0002735558,0.0038958772,0.0012381797,0.010539734,0.19145884],"genre_scores_gemma":[0.69742465,0.00041096634,0.2644707,0.00033123523,0.000062980136,0.0015017715,0.0012521782,0.00031956102,0.03422599],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971233,0.0015357801,0.000076067496,0.00024856612,0.0006773127,0.0003389774],"domain_scores_gemma":[0.99423295,0.002480072,0.00036380492,0.00079735665,0.0008614183,0.0012642927],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005112844,0.0005759784,0.00024607911,0.0011516946,0.0024132128,0.0027599193,0.0018465301,0.0007763163,0.0057572895],"category_scores_gemma":[0.008162268,0.00021954712,0.00027126505,0.0009025154,0.00091783144,0.002376657,0.0031080004,0.0006512776,0.0010677213],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003357085,0.004086749,0.0124629,0.0009211159,0.00013367756,0.0004841963,0.0070522004,0.008089625,0.034681078,0.022487348,0.03756035,0.8686836],"study_design_scores_gemma":[0.0037199815,0.010378733,0.08198365,0.0005005202,0.00071399397,0.0014115123,0.018445859,0.1097242,0.113798276,0.0245826,0.63429713,0.0004436212],"about_ca_topic_score_codex":0.03603474,"about_ca_topic_score_gemma":0.07109765,"teacher_disagreement_score":0.9977644,"about_ca_system_score_codex":0.0022355893,"about_ca_system_score_gemma":0.0069084004,"threshold_uncertainty_score":0.07164997},"labels":[],"label_agreement":null},{"id":"W1950356331","doi":"10.19173/irrodl.v3i2.88","title":"Online Video Conferencing Products","year":2002,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Computer science; Videoconferencing; Distance education; Multimedia; Teleconference; Online video; Educational technology; Computer-mediated communication; Electronic learning; World Wide Web; The Internet; Mathematics education; Psychology","score_opus":0.2645042144668926,"score_gpt":0.5034313662634211,"score_spread":0.23892715179652851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1950356331","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053380415,0.029223822,0.03455308,0.0018650702,0.001711949,0.0020812026,0.0060102683,0.009422336,0.861752],"genre_scores_gemma":[0.2592791,0.027690671,0.06348667,0.0019289547,0.0010439209,0.000985584,0.009188998,0.0017554441,0.6346407],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99787605,0.00032973537,0.00007207727,0.00009947669,0.0015317581,0.00009088571],"domain_scores_gemma":[0.9969934,0.00087889115,0.00020756308,0.00028735716,0.0012993296,0.00033355923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00140307,0.00045765436,0.00027758678,0.0027692176,0.00072581455,0.0017542087,0.0006897516,0.0006288334,0.0834368],"category_scores_gemma":[0.0044900253,0.00012337386,0.00027976785,0.0020759434,0.00016933339,0.0014860259,0.0008865724,0.0005616249,0.015916904],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001620673,0.00027852,0.00056121004,0.0007533945,0.000013976785,0.00012921366,0.00017763136,0.00008892462,0.0058958805,0.0021025254,0.08073248,0.9091041],"study_design_scores_gemma":[0.00004768097,0.000994618,0.008305236,0.000335918,0.00006324756,0.0015212904,0.0003021824,0.00046183958,0.011522669,0.0008178401,0.975583,0.0000445981],"about_ca_topic_score_codex":0.0013821331,"about_ca_topic_score_gemma":0.0031804694,"teacher_disagreement_score":0.0834368,"about_ca_system_score_codex":0.0004199805,"about_ca_system_score_gemma":0.0006636702,"threshold_uncertainty_score":0.2791239},"labels":[],"label_agreement":null},{"id":"W1951000050","doi":"","title":"An Inventory of Pedagogical Considerations for Interactive Television1","year":2008,"lang":"en","type":"article","venue":"International journal of e-learning & distance education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Humanities; Library science; Sociology; Geography; Art; Computer science","score_opus":0.11074599018643676,"score_gpt":0.4537344967516101,"score_spread":0.3429885065651733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1951000050","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21767929,0.021891695,0.04256362,0.015816776,0.00054835185,0.00064479414,0.00022600431,0.0003684101,0.70026106],"genre_scores_gemma":[0.86590016,0.021592801,0.024831614,0.0016401397,0.0003458474,0.000631559,0.00025404894,0.00024743058,0.08455647],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9928832,0.0031771997,0.0003671571,0.00028906905,0.0025178823,0.00076552876],"domain_scores_gemma":[0.9906741,0.004932322,0.00083192944,0.00033211548,0.0020477178,0.0011819203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045146784,0.0005769754,0.0003555898,0.0030396697,0.00473797,0.007728024,0.0011045481,0.0013576581,0.0070669563],"category_scores_gemma":[0.009026851,0.00048962206,0.00030928547,0.003378399,0.006231823,0.0031634187,0.0031257146,0.002472214,0.0009323637],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000119156946,0.00031039707,0.02525652,0.0018557685,0.000017093489,0.0022297325,0.2883381,0.0008663708,0.009597921,0.19193697,0.015604513,0.46386743],"study_design_scores_gemma":[0.000013063154,0.00014792805,0.02873912,0.0017074547,0.000024621404,0.0018445496,0.14691581,0.0005926508,0.0015713312,0.014255861,0.8041292,0.000058444413],"about_ca_topic_score_codex":0.032860655,"about_ca_topic_score_gemma":0.05545283,"teacher_disagreement_score":0.032860655,"about_ca_system_score_codex":0.012232491,"about_ca_system_score_gemma":0.010507068,"threshold_uncertainty_score":0.0887534},"labels":[],"label_agreement":null},{"id":"W1956774245","doi":"10.4018/978-1-930708-29-7.ch015","title":"Multimedia and Multi-Stream Synchronization","year":2002,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Synchronization (alternating current); Computer science; Interactivity; Data synchronization; Multimedia; Distributed computing; Multimedia database; Real-time computing; Computer network","score_opus":0.0369188268017469,"score_gpt":0.2980921800606483,"score_spread":0.2611733532589014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1956774245","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0064530135,0.044190947,0.6113426,0.0037689663,0.002252803,0.00022031722,0.00043537962,0.0018704413,0.3294655],"genre_scores_gemma":[0.1461523,0.05894015,0.35122833,0.0029981688,0.0020487248,0.00069567055,0.0010038773,0.0008828233,0.4360499],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99946445,0.000101474565,0.00003174781,0.00008740466,0.00028498058,0.000030008729],"domain_scores_gemma":[0.99958223,0.00019403014,0.000029125444,0.0000746804,0.000093618044,0.000026339434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006558235,0.0005743823,0.0003853767,0.00078984187,0.00049375417,0.0023245045,0.00102983,0.0010452085,0.011762789],"category_scores_gemma":[0.0013220034,0.00027539962,0.0004179454,0.0013966743,0.00086842565,0.003289402,0.0009713808,0.0011697175,0.0035015263],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038783914,0.000030009356,0.00016634105,0.00046779096,0.000020108917,0.00017012081,0.0005617061,0.004752709,0.004629579,0.7312565,0.037016504,0.2208899],"study_design_scores_gemma":[0.000021189479,0.00006205026,0.00029555362,0.0003029833,0.000027454455,0.00045262306,0.00017875276,0.0139231905,0.0050806087,0.15094808,0.82868063,0.000026935943],"about_ca_topic_score_codex":0.0011171412,"about_ca_topic_score_gemma":0.0011789651,"teacher_disagreement_score":0.011762789,"about_ca_system_score_codex":0.0009999484,"about_ca_system_score_gemma":0.001169771,"threshold_uncertainty_score":0.03935045},"labels":[],"label_agreement":null},{"id":"W1969336521","doi":"10.1145/2071396.2071399","title":"Design and evaluation of a testbed for mobile TV networks","year":2012,"lang":"en","type":"article","venue":"ACM Transactions on Multimedia Computing Communications and Applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada; British Columbia Innovation Council","keywords":"Testbed; Computer science; Scalability; Computer network; Distributed computing; Computer architecture; Operating system","score_opus":0.09952797354940679,"score_gpt":0.39699997579707696,"score_spread":0.2974720022476702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969336521","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.435204,0.00044313763,0.5419145,0.0005221948,0.00046132336,0.005057146,0.0008663968,0.007381202,0.008150148],"genre_scores_gemma":[0.7394396,0.00026394962,0.25415838,0.00013534282,0.00004972355,0.0026753002,0.0009818274,0.00029803332,0.00199792],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9973942,0.0011235063,0.0002173435,0.00028203506,0.0006320652,0.00035087985],"domain_scores_gemma":[0.99674463,0.0010332235,0.0003172339,0.00055652024,0.0008359315,0.00051240897],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030875292,0.000760945,0.0008021895,0.00075025496,0.0006859318,0.0009001375,0.002078648,0.00079449604,0.0015648723],"category_scores_gemma":[0.005007632,0.00037718783,0.0003155461,0.00042333777,0.0007472817,0.0014152061,0.0010965859,0.00078890467,0.000407563],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023976623,0.003881317,0.018166108,0.0018519217,0.0003041621,0.0019549385,0.001150536,0.4122846,0.35909545,0.029033996,0.008196344,0.16168296],"study_design_scores_gemma":[0.0006916331,0.005438687,0.007435959,0.00013872294,0.00016028319,0.00051526836,0.0004327762,0.77127725,0.17857371,0.004025849,0.031184034,0.00012576011],"about_ca_topic_score_codex":0.0011325976,"about_ca_topic_score_gemma":0.00090301526,"teacher_disagreement_score":0.0030875292,"about_ca_system_score_codex":0.0012735205,"about_ca_system_score_gemma":0.0010922425,"threshold_uncertainty_score":0.016328633},"labels":[],"label_agreement":null},{"id":"W1971025857","doi":"10.1117/12.481579","title":"&lt;title&gt;Novel architecture for using HDTV as the home terminal of a remote computer server&lt;/title&gt;","year":2002,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"High-definition television; Computer science; NTSC; Raster graphics; Computer hardware; Digital television; Encoder; Computer graphics (images); MPEG-2; Embedded system; Multimedia; Telecommunications; Operating system","score_opus":0.02434745500816754,"score_gpt":0.26680670411992125,"score_spread":0.2424592491117537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1971025857","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10562131,0.00076090975,0.8478527,0.00061975257,0.00043237983,0.00030946828,0.00028765263,0.012569983,0.03154583],"genre_scores_gemma":[0.56176394,0.0004584325,0.3721862,0.0005014358,0.0003056719,0.0001829507,0.000895026,0.00025700213,0.06344939],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998386,0.000022019196,0.000010597803,0.00004801868,0.000055139175,0.00002552114],"domain_scores_gemma":[0.9997981,0.000015685879,0.000015046085,0.000055666238,0.00008912831,0.00002641219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001812834,0.00023595712,0.00025333505,0.00036079876,0.00046145602,0.00069749315,0.0013516317,0.00064326765,0.0069863372],"category_scores_gemma":[0.00024289497,0.00019942845,0.00019627358,0.00025214272,0.00030550035,0.0010313052,0.0004722425,0.00047207464,0.0030808833],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006913049,0.00034673658,0.002701209,0.00025710743,0.000072671064,0.0010133974,0.0004138673,0.004786213,0.63574994,0.029176341,0.032302238,0.29248893],"study_design_scores_gemma":[0.0002492044,0.0013524952,0.0065348716,0.00007155519,0.00021236674,0.0034845984,0.00014773227,0.35478646,0.48562193,0.0049778186,0.14242986,0.00013114665],"about_ca_topic_score_codex":0.0011314416,"about_ca_topic_score_gemma":0.0019357825,"teacher_disagreement_score":0.0069863372,"about_ca_system_score_codex":0.0004532358,"about_ca_system_score_gemma":0.0002763976,"threshold_uncertainty_score":0.023371696},"labels":[],"label_agreement":null},{"id":"W1975071022","doi":"10.1109/tridentcom.2007.4444692","title":"Integration of Open Source and Enterprise IP PBXs","year":2007,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"Dalhousie University","keywords":"Voice over IP; Asterisk; Session Initiation Protocol; Computer science; Computer network; Call control; SIP trunking; Internet Protocol; Next-generation network; Telephony; Testbed; Public switched telephone network; Operating system; Interoperability; Telecommunications; The Internet; Server","score_opus":0.047386238544541576,"score_gpt":0.39715229641676153,"score_spread":0.3497660578722199,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975071022","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7150324,0.00017298972,0.24783221,0.00031533992,0.00011115882,0.00063489116,0.00021341689,0.014569947,0.021117607],"genre_scores_gemma":[0.8364529,0.00013386313,0.15276845,0.00012088718,0.000029958677,0.0002689986,0.0012798654,0.00071096036,0.00823414],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976398,0.00051237975,0.00017410895,0.0003200757,0.0011067571,0.0002469535],"domain_scores_gemma":[0.9944489,0.0012041255,0.00027577407,0.002132067,0.001658602,0.00028055612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003386983,0.0003396826,0.0002934257,0.0005380489,0.00043486006,0.0012562153,0.0014617543,0.0005262167,0.0023582915],"category_scores_gemma":[0.009195749,0.000302217,0.00024766556,0.00059282884,0.0004632697,0.0018324171,0.0019859844,0.0009873224,0.00059404696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0039241696,0.0036095232,0.050999388,0.00045053856,0.0001940667,0.0023925186,0.0029686033,0.06111133,0.18871486,0.05505498,0.0063104657,0.6242696],"study_design_scores_gemma":[0.0005128726,0.004694845,0.0650499,0.00016676352,0.00020881533,0.0019706097,0.0014852036,0.47982895,0.3016296,0.02698739,0.11731178,0.00015335045],"about_ca_topic_score_codex":0.0016421856,"about_ca_topic_score_gemma":0.00091775146,"teacher_disagreement_score":0.003386983,"about_ca_system_score_codex":0.0005804861,"about_ca_system_score_gemma":0.0011735958,"threshold_uncertainty_score":0.017912328},"labels":[],"label_agreement":null},{"id":"W1975753115","doi":"10.1007/s00530-008-0133-1","title":"Process modeling for new media artworks","year":2008,"lang":"en","type":"article","venue":"Multimedia Systems","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Université du Québec à Montréal","funders":"","keywords":"Documentation; Computer science; Process (computing); Context (archaeology); Multimedia; Software; World Wide Web","score_opus":0.1409676766896321,"score_gpt":0.35632384744158324,"score_spread":0.21535617075195115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975753115","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023238607,0.00028515697,0.9688721,0.00026840338,0.00006204802,0.00007983666,0.00022076788,0.0003093119,0.0066638696],"genre_scores_gemma":[0.8023955,0.0010243588,0.16160679,0.00010816972,0.00012600202,0.0005048865,0.00067101134,0.00022780121,0.0333355],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993405,0.00022096356,0.000037003247,0.00015266948,0.00015797775,0.00009086878],"domain_scores_gemma":[0.9978892,0.0016352882,0.000109864566,0.00008802293,0.00022526413,0.00005219405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015208182,0.0008790905,0.0013499651,0.0011419854,0.0008723364,0.0023108535,0.0017752707,0.002328963,0.009515436],"category_scores_gemma":[0.0050993245,0.0007491969,0.002441039,0.0011366231,0.00097185385,0.0020606185,0.0011683272,0.0017917918,0.0012414326],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043971995,0.00004572172,0.00043883582,0.00005809238,0.000031338575,0.000102304475,0.00014211917,0.94502205,0.00049713434,0.042160194,0.00045574649,0.011002492],"study_design_scores_gemma":[0.0000036750207,0.0000039867177,0.00003842061,0.0000027056174,0.000005409096,0.0000057631555,0.0000102886725,0.99359906,0.000091062706,0.0058786487,0.0003580724,0.0000029021999],"about_ca_topic_score_codex":0.03277043,"about_ca_topic_score_gemma":0.018967682,"teacher_disagreement_score":0.03277043,"about_ca_system_score_codex":0.0015975822,"about_ca_system_score_gemma":0.0013231616,"threshold_uncertainty_score":0.06515938},"labels":[],"label_agreement":null},{"id":"W1977279536","doi":"10.1145/2736084.2736089","title":"Towards bridging online game playing and live broadcasting","year":2015,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Bridging (networking); Encoder; Cloud computing; Broadcasting (networking); Multimedia; Encoding (memory); Video game; Architecture; Live streaming; Computer network; Operating system","score_opus":0.11997759841433064,"score_gpt":0.3768937073039051,"score_spread":0.25691610888957445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1977279536","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45941165,0.0035097932,0.46314856,0.0027614431,0.000241695,0.00044478982,0.00016478176,0.004507444,0.065809816],"genre_scores_gemma":[0.8229774,0.0009788884,0.16616555,0.00059702306,0.000121334575,0.00012695459,0.00022364141,0.00035388168,0.008455358],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844825,0.0005913384,0.00004644339,0.00018274836,0.000465951,0.0002652664],"domain_scores_gemma":[0.9969242,0.0013384377,0.00019846178,0.0005557541,0.0005349747,0.00044810204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001551449,0.0008099346,0.00049789646,0.00084538676,0.0005663872,0.0034627027,0.0019223456,0.0010868307,0.006654874],"category_scores_gemma":[0.0060451403,0.0004426571,0.00021758984,0.0006595121,0.001094692,0.0049930345,0.0029229035,0.0017691255,0.0014771313],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017084114,0.0031208724,0.015198105,0.0008309546,0.000088284796,0.0006244597,0.0051808325,0.013242196,0.18167499,0.09436657,0.0062136976,0.67775065],"study_design_scores_gemma":[0.00029937076,0.004099419,0.024885291,0.00047897795,0.00018086388,0.0017744517,0.006582198,0.44317514,0.1751607,0.17084679,0.17233951,0.0001772859],"about_ca_topic_score_codex":0.0026927383,"about_ca_topic_score_gemma":0.0023684178,"teacher_disagreement_score":0.006654874,"about_ca_system_score_codex":0.0006545207,"about_ca_system_score_gemma":0.0010434794,"threshold_uncertainty_score":0.022262812},"labels":[],"label_agreement":null},{"id":"W1979209890","doi":"10.3166/ria.27.569-593","title":"Systèmes d’inférence ﬂoue : collaboration expertise et données dans un environnement de modélisation intégrée à l’aide de FisPro","year":2013,"lang":"fr","type":"article","venue":"Revue d intelligence artificielle","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.05644775676573916,"score_gpt":0.3034913438994638,"score_spread":0.24704358713372465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979209890","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033562146,0.00032248694,0.9590628,0.00045238904,0.00006851269,0.00011260887,0.00030009678,0.0038053351,0.002313575],"genre_scores_gemma":[0.46094316,0.00033390883,0.53190804,0.00016081234,0.00006950221,0.00027822063,0.000785442,0.00032713395,0.0051937476],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9967325,0.0009900188,0.00022395572,0.00094414584,0.00094515656,0.00016420585],"domain_scores_gemma":[0.9931745,0.004471005,0.00028733409,0.0008396464,0.0009936712,0.00023378748],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005845063,0.0015290326,0.0016209417,0.001932899,0.0013483827,0.005677623,0.0029275543,0.002974279,0.0053415885],"category_scores_gemma":[0.019093344,0.0013371004,0.0016068484,0.0014162894,0.0019811483,0.0050857035,0.00331401,0.0027257318,0.0013696052],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014436364,0.0005185066,0.009527115,0.0004972141,0.00049815315,0.00067101984,0.0025363325,0.6284786,0.014581137,0.04974725,0.0049392898,0.2865618],"study_design_scores_gemma":[0.00002152743,0.000027339252,0.0005625591,0.00002257973,0.000028779068,0.00003460689,0.000068437985,0.9875958,0.0025650861,0.0074413703,0.00161393,0.000018067041],"about_ca_topic_score_codex":0.04738974,"about_ca_topic_score_gemma":0.026537564,"teacher_disagreement_score":0.04738974,"about_ca_system_score_codex":0.002594574,"about_ca_system_score_gemma":0.0032000274,"threshold_uncertainty_score":0.09422779},"labels":[],"label_agreement":null},{"id":"W1982868438","doi":"10.1109/tmc.2012.173","title":"Quality Prediction-Based Dynamic Content Adaptation Framework Applied to Collaborative Mobile Presentations","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Mobile Computing","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université du Québec à Montréal","funders":"","keywords":"Computer science; Transcoding; Adaptation (eye); Content adaptation; Multimedia; Dynamic web page; Quality (philosophy); Quality of experience; The Internet; Mobile device; On the fly; World Wide Web; Human–computer interaction; Ubiquitous computing; Computer network; Quality of service; Web page; Operating system","score_opus":0.0648451575247619,"score_gpt":0.3805682967868894,"score_spread":0.31572313926212753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982868438","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011317645,0.00027016297,0.98662984,0.00008585101,0.000034447843,0.00005379951,0.000033109784,0.0006022889,0.00097281625],"genre_scores_gemma":[0.6952487,0.0006511768,0.29985228,0.000094848125,0.00013119198,0.0001801897,0.00017667013,0.00016419982,0.0035007172],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932086,0.00014437201,0.00003602934,0.00018154821,0.0002439385,0.00007325682],"domain_scores_gemma":[0.99906343,0.00032243974,0.00010411873,0.00010163487,0.000345007,0.000063447296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015449359,0.00083776703,0.00093984586,0.00089111103,0.00038276633,0.0010371513,0.0017316623,0.00083883543,0.0017287963],"category_scores_gemma":[0.0032006192,0.00033400176,0.000628238,0.00084134826,0.00058085826,0.001055484,0.00083729264,0.00093439536,0.000404],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026847472,0.00019757703,0.0013558741,0.000108430664,0.00009705602,0.00021543704,0.00020280753,0.7044989,0.018484704,0.008804757,0.0023789478,0.26338702],"study_design_scores_gemma":[0.0000063895795,0.000029094663,0.0002491668,0.000003973901,0.000013879858,0.00003331364,0.000008815811,0.9973296,0.0010012819,0.000903155,0.0004120241,0.000009342217],"about_ca_topic_score_codex":0.010466676,"about_ca_topic_score_gemma":0.0063755237,"teacher_disagreement_score":0.010466676,"about_ca_system_score_codex":0.0009807621,"about_ca_system_score_gemma":0.0009225953,"threshold_uncertainty_score":0.020811498},"labels":[],"label_agreement":null},{"id":"W1985850505","doi":"10.1145/1030397.1030411","title":"Behavioral reactivity and real time programming in XML","year":2004,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Scripting language; Programming language; XML; XML validation; Streaming XML; World Wide Web; Animation; Scalable Vector Graphics; SOAP; XPath; Multimedia","score_opus":0.03876478750435118,"score_gpt":0.37069990846286316,"score_spread":0.33193512095851196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985850505","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039712526,0.0003453161,0.9378483,0.0012726994,0.0000798668,0.000043834152,0.000031549833,0.0010987589,0.019567147],"genre_scores_gemma":[0.74858147,0.0007234836,0.2309788,0.0006565123,0.00014228329,0.00032702784,0.00011393012,0.000349449,0.018126981],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987388,0.0006802487,0.00009129454,0.00016839632,0.00021811896,0.00010307496],"domain_scores_gemma":[0.99803036,0.0012685378,0.00023687046,0.00025546452,0.00013249838,0.000076208315],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023937002,0.00039475807,0.00018541304,0.00043226875,0.00044787608,0.0018878658,0.0008644439,0.0007869532,0.0021763097],"category_scores_gemma":[0.0036503717,0.0003131262,0.00064258446,0.00031039174,0.0031983424,0.0031019845,0.0011133824,0.0014479582,0.00026808126],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003486814,0.000017619022,0.00042775495,0.00005238202,0.000008234348,0.00015201436,0.0011117908,0.0124407485,0.0030935076,0.9686584,0.00044181762,0.013560851],"study_design_scores_gemma":[0.000036467383,0.000101076825,0.00061030244,0.000064977045,0.000037036825,0.00041025577,0.00040840305,0.21405584,0.008551508,0.7421887,0.033494465,0.000041003066],"about_ca_topic_score_codex":0.0009815805,"about_ca_topic_score_gemma":0.0005218971,"teacher_disagreement_score":0.0023937002,"about_ca_system_score_codex":0.0008153524,"about_ca_system_score_gemma":0.00041684863,"threshold_uncertainty_score":0.012659311},"labels":[],"label_agreement":null},{"id":"W1988111525","doi":"10.1016/s0840-4704(10)60410-3","title":"The Increasing Reality of Using the Internet for Electronic Health Records","year":2001,"lang":"en","type":"article","venue":"Healthcare Management Forum","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"The Internet; Health records; Internet privacy; Electronic health record; Business; World Wide Web; Computer science; Health care; Political science","score_opus":0.07808257541959182,"score_gpt":0.4127781708184763,"score_spread":0.3346955953988845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988111525","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17237364,0.04459148,0.024588617,0.59793985,0.010714087,0.00010151199,0.0012421738,0.0007312433,0.14771737],"genre_scores_gemma":[0.71978515,0.054229844,0.027963307,0.10912812,0.047330692,0.00018556534,0.001504068,0.00043053392,0.039442774],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99230945,0.0036582178,0.00041697716,0.00081905734,0.002460083,0.0003361326],"domain_scores_gemma":[0.8562341,0.10109937,0.016434943,0.0038506081,0.011864356,0.010516632],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01090601,0.00033543422,0.00037837683,0.0031553812,0.0020384716,0.0074848877,0.0017422622,0.00865494,0.028610647],"category_scores_gemma":[0.041587356,0.0003148363,0.00046071172,0.0033181407,0.0022819485,0.014774471,0.0027685673,0.006734156,0.0042640534],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00055537565,0.0007066451,0.05686747,0.0029275885,0.000094533636,0.0019367698,0.0088528525,0.0009526294,0.010266429,0.08900795,0.20918442,0.6186474],"study_design_scores_gemma":[0.000067096546,0.00063909194,0.07522765,0.0022914235,0.0001098683,0.008922375,0.020162294,0.004969795,0.0029576998,0.035537276,0.84886295,0.00025262104],"about_ca_topic_score_codex":0.0011035142,"about_ca_topic_score_gemma":0.0022287734,"teacher_disagreement_score":0.028610647,"about_ca_system_score_codex":0.0014409485,"about_ca_system_score_gemma":0.0012424167,"threshold_uncertainty_score":0.095712125},"labels":[],"label_agreement":null},{"id":"W1991681844","doi":"10.1145/1029632.1029660","title":"Physical user interfaces","year":2004,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Situated; Human–computer interaction; User interface; Physical computing; Software; Interface (matter); Multimedia; Ubiquitous computing; Range (aeronautics); World Wide Web; Engineering; Artificial intelligence","score_opus":0.030398534356258167,"score_gpt":0.3689000148020801,"score_spread":0.33850148044582196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1991681844","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00492595,0.01157308,0.24535845,0.003254274,0.0030925805,0.002184987,0.009333157,0.041897066,0.67838037],"genre_scores_gemma":[0.11815997,0.016708009,0.17782547,0.010716498,0.0020096241,0.005125597,0.018952506,0.008161005,0.6423412],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966589,0.00094174134,0.00035109094,0.00047746662,0.0013251499,0.00024572964],"domain_scores_gemma":[0.994961,0.0017992761,0.00021329256,0.0012454797,0.0014234572,0.00035749466],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022386175,0.0017093981,0.0011587522,0.0017370716,0.0010474678,0.0060191215,0.0022919725,0.002576565,0.28728303],"category_scores_gemma":[0.019102018,0.00054327806,0.000858146,0.0018954942,0.00081659993,0.005596168,0.0057721846,0.0015695109,0.17961906],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031971454,0.00012566446,0.00089554803,0.0017031118,0.00005874203,0.00033776154,0.0013593317,0.00042792672,0.0068061645,0.031936135,0.46601683,0.49001306],"study_design_scores_gemma":[0.000029249763,0.000068385605,0.00056929694,0.0003537067,0.00002037504,0.00046035805,0.00020074284,0.0008198552,0.0011272542,0.007826642,0.9884864,0.00003773109],"about_ca_topic_score_codex":0.000776888,"about_ca_topic_score_gemma":0.0007196417,"teacher_disagreement_score":0.28728303,"about_ca_system_score_codex":0.0006038262,"about_ca_system_score_gemma":0.00066914764,"threshold_uncertainty_score":0.9610575},"labels":[],"label_agreement":null},{"id":"W1993196226","doi":"10.1109/mascot.1999.805063","title":"On the design of efficient video-on-demand broadcast schedules","year":2003,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Bandwidth (computing); Scalability; Computer network; Broadcasting (networking); Channel (broadcasting); Latency (audio); Partition (number theory); Atomic broadcast; Scheme (mathematics); Dynamic bandwidth allocation; Real-time computing; Telecommunications; Mathematics","score_opus":0.060182622229834774,"score_gpt":0.3203521088096829,"score_spread":0.2601694865798481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993196226","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023107756,0.00031107134,0.97196376,0.0000845459,0.000039362403,0.00019190027,0.00010992541,0.0001895962,0.0040020193],"genre_scores_gemma":[0.50812685,0.001178115,0.48630002,0.00007846152,0.00009598438,0.0005387933,0.00043667646,0.00018144048,0.0030635505],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999373,0.00022329569,0.000031949185,0.00009388811,0.00018043898,0.000097422926],"domain_scores_gemma":[0.99808025,0.0011248899,0.00023418418,0.00012678611,0.0003372622,0.00009656265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011991599,0.0007457447,0.0010541757,0.0006793199,0.00053179875,0.00076727377,0.001278942,0.0005103659,0.002367751],"category_scores_gemma":[0.0037758634,0.0005568747,0.00029621538,0.00093900436,0.00049023173,0.00080224674,0.0006658923,0.00054967246,0.0005524202],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002730551,0.0001138034,0.00038170276,0.0004766828,0.000042639418,0.00011892943,0.00023902074,0.80866355,0.019508885,0.06026263,0.0039027624,0.106016345],"study_design_scores_gemma":[0.000043539352,0.00010086055,0.00010056816,0.000019268358,0.000013012768,0.000031825286,0.000041512783,0.9855871,0.002960402,0.0079249665,0.0031676672,0.000009233764],"about_ca_topic_score_codex":0.0020298392,"about_ca_topic_score_gemma":0.0030535213,"teacher_disagreement_score":0.002367751,"about_ca_system_score_codex":0.0009931215,"about_ca_system_score_gemma":0.0013708809,"threshold_uncertainty_score":0.00792098},"labels":[],"label_agreement":null},{"id":"W1995311296","doi":"10.1145/2037715.2037735","title":"A framework for distributed audio smartphone games","year":2011,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University; University of Waterloo","funders":"","keywords":"Android (operating system); Computer science; Multimedia; Mobile device; Mobile computing; Tablet pc; Mobile technology; Telecommunications; World Wide Web; Operating system","score_opus":0.11110487779638469,"score_gpt":0.3648002309950869,"score_spread":0.25369535319870223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995311296","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021472767,0.00041842082,0.97621423,0.00037519773,0.0001442887,0.0003631623,0.00011607353,0.004490358,0.015731063],"genre_scores_gemma":[0.112938784,0.00078923034,0.85822546,0.0002853144,0.0001467915,0.0012218618,0.0005044871,0.0009649696,0.024923043],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99800354,0.00056670565,0.00016738262,0.00034701376,0.0006518227,0.00026348734],"domain_scores_gemma":[0.9987921,0.00037780422,0.0000676438,0.00037537605,0.00017867597,0.00020844521],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033257946,0.0011344866,0.00084852974,0.0011567401,0.0017896931,0.0057046493,0.005927488,0.0028835877,0.016599886],"category_scores_gemma":[0.0049303668,0.0010503513,0.0020023917,0.0007342065,0.0029711952,0.0069947843,0.00766421,0.003270207,0.004581495],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079878555,0.00013350963,0.00050004007,0.00016585604,0.00003661417,0.00033677902,0.000902818,0.012626367,0.0020091862,0.92219627,0.0076960674,0.053316645],"study_design_scores_gemma":[0.00011414447,0.00010433173,0.00025021602,0.00020179417,0.000049950704,0.00052682916,0.0004363685,0.26475736,0.0025779046,0.4593288,0.27159286,0.00005954691],"about_ca_topic_score_codex":0.005990753,"about_ca_topic_score_gemma":0.0076265815,"teacher_disagreement_score":0.016599886,"about_ca_system_score_codex":0.0018312905,"about_ca_system_score_gemma":0.0018977933,"threshold_uncertainty_score":0.055532157},"labels":[],"label_agreement":null},{"id":"W1999524044","doi":"10.1145/1836049.1836054","title":"A decade of NML networked graphics","year":2010,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"X3D; Graphics; Computer science; Computer graphics; Multimedia; Computer graphics (images); Human–computer interaction; The Internet; World Wide Web; VRML","score_opus":0.027393972653745116,"score_gpt":0.34572946611736605,"score_spread":0.31833549346362094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999524044","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.028210843,0.114790045,0.10999765,0.16446179,0.015918437,0.00023535729,0.0017291103,0.0054785656,0.5591781],"genre_scores_gemma":[0.18304372,0.1252948,0.16452603,0.03434458,0.017365385,0.00042807785,0.0030574342,0.0031230384,0.46881694],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99632806,0.00060678116,0.00014737598,0.00050389074,0.0021316085,0.00028227578],"domain_scores_gemma":[0.9845797,0.0033549832,0.00063884375,0.0018965936,0.0070001553,0.0025297694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007690816,0.0007514123,0.00056501117,0.0032098514,0.0011988241,0.0062222383,0.002290087,0.0021109672,0.06357767],"category_scores_gemma":[0.012712913,0.00052479515,0.00047687982,0.0031090423,0.0027785841,0.0053569376,0.005606024,0.0040517855,0.0143052535],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033705795,0.00014358589,0.0017326316,0.00074613345,0.000026104608,0.00018665295,0.0012411124,0.0015279719,0.005858651,0.15211833,0.22135161,0.6147302],"study_design_scores_gemma":[0.000014707768,0.000049333095,0.0007426395,0.00037497137,0.0000074781124,0.00018103629,0.00024442287,0.0017327896,0.0009884392,0.0041169454,0.99153274,0.000014536958],"about_ca_topic_score_codex":0.008969749,"about_ca_topic_score_gemma":0.011542357,"teacher_disagreement_score":0.06357767,"about_ca_system_score_codex":0.0033248859,"about_ca_system_score_gemma":0.0039691865,"threshold_uncertainty_score":0.2126885},"labels":[],"label_agreement":null},{"id":"W2003734918","doi":"10.1007/s11042-005-2713-9","title":"Modelling Reactive Multimedia: Design and Authoring","year":2005,"lang":"en","type":"article","venue":"Multimedia Tools and Applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Artifact (error); Multimedia; Animation; Authoring system; Set (abstract data type); Interactive media; Human–computer interaction; Computer graphics (images); Programming language; Artificial intelligence","score_opus":0.09361026060319984,"score_gpt":0.339272046325263,"score_spread":0.24566178572206315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003734918","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0067848917,0.00012392335,0.987326,0.00010427612,0.00004157905,0.000093897346,0.00005200728,0.0014333532,0.004040079],"genre_scores_gemma":[0.34885457,0.0006200386,0.6335025,0.00011522251,0.00006166934,0.00048291092,0.0003042382,0.0012289808,0.014829843],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986192,0.00056304876,0.000113092545,0.00019890009,0.0004260691,0.000079722],"domain_scores_gemma":[0.9965558,0.0020664115,0.00022030708,0.000634305,0.00041122842,0.000111965855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002246964,0.000887648,0.00057906756,0.0007157084,0.0007047686,0.003674249,0.0028358744,0.0017899266,0.00812117],"category_scores_gemma":[0.008949641,0.00096941803,0.00088098476,0.0005546615,0.0016061319,0.003484156,0.0018171231,0.0011446989,0.0015429357],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022411814,0.00019871592,0.00112328,0.00075574935,0.000077576784,0.0004529794,0.002154792,0.47794688,0.03004704,0.32369208,0.0046837362,0.1586431],"study_design_scores_gemma":[0.00004314009,0.000061730185,0.00008981928,0.00006330102,0.000044235465,0.0001346181,0.00012773371,0.88006306,0.018684937,0.06939352,0.03126281,0.000031104635],"about_ca_topic_score_codex":0.0016710025,"about_ca_topic_score_gemma":0.0018334787,"teacher_disagreement_score":0.00812117,"about_ca_system_score_codex":0.0008107202,"about_ca_system_score_gemma":0.0009249195,"threshold_uncertainty_score":0.027167976},"labels":[],"label_agreement":null},{"id":"W2005714661","doi":"10.1109/ofc.2006.215625","title":"Evolving a fibre-to-the-node access infrastructure","year":2006,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Telecommunications; Service provider; Broadband; Computer science; Broadband networks; Computer network; Node (physics); Service (business); Reservation; Business; Engineering","score_opus":0.018998971098520716,"score_gpt":0.3367712623995945,"score_spread":0.31777229130107376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005714661","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76429063,0.00089223735,0.08764791,0.0021100491,0.00009054509,0.00030383826,0.00010551595,0.00029354016,0.1442657],"genre_scores_gemma":[0.9517447,0.0005173723,0.03363126,0.00014951524,0.000024209876,0.000030187346,0.000077717945,0.00001577873,0.013809365],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99954224,0.00007568793,0.000009106485,0.000038993334,0.00016171647,0.00017239385],"domain_scores_gemma":[0.99967706,0.000024182445,0.000026336507,0.000030636078,0.00017752466,0.000064257845],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005449854,0.00015252686,0.00008546761,0.0003815077,0.0007600341,0.0011159722,0.00058071903,0.00075323007,0.0019643698],"category_scores_gemma":[0.0007266634,0.00009881774,0.00011896436,0.0004159418,0.00043334367,0.0016309042,0.00075482886,0.0003537531,0.00054209866],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006269087,0.0006116617,0.026070664,0.00012720987,0.000037388043,0.0014591132,0.0011155863,0.044475995,0.08442262,0.21364349,0.007137958,0.6202714],"study_design_scores_gemma":[0.00023836028,0.006211774,0.078465104,0.00030235737,0.00016537258,0.005020352,0.004822738,0.2978392,0.046513326,0.077941485,0.4822808,0.00019913906],"about_ca_topic_score_codex":0.018053517,"about_ca_topic_score_gemma":0.028154384,"teacher_disagreement_score":0.018053517,"about_ca_system_score_codex":0.002305371,"about_ca_system_score_gemma":0.001498468,"threshold_uncertainty_score":0.035896897},"labels":[],"label_agreement":null},{"id":"W2006562557","doi":"10.1145/1027527.1027750","title":"Where are the brave new mobile multimedia applications?","year":2004,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Computer science; Multimedia; World Wide Web","score_opus":0.026473762334487724,"score_gpt":0.3304246948095939,"score_spread":0.3039509324751062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006562557","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005498692,0.2491815,0.00903728,0.5182626,0.012347001,0.00012157777,0.00088984,0.00051921484,0.20414221],"genre_scores_gemma":[0.09006874,0.4930794,0.012760274,0.09749296,0.021152299,0.00042688148,0.00085452496,0.0002899019,0.283875],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990879,0.0003695153,0.000033717297,0.000055309312,0.00028431872,0.00016927521],"domain_scores_gemma":[0.9956251,0.0019314364,0.00026751723,0.00014572858,0.0012259852,0.00080417405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025322877,0.0007068598,0.00082478113,0.0009592487,0.0016380894,0.006241614,0.00092697557,0.0043634507,0.10770318],"category_scores_gemma":[0.0055730636,0.00025737425,0.000497924,0.0013034727,0.0018196478,0.00927185,0.0017066306,0.0036084482,0.032805394],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031759232,0.000095605785,0.0014752467,0.0016850352,0.000027245984,0.00030689215,0.00072273373,0.0001706026,0.0019225575,0.05262903,0.38339418,0.5572533],"study_design_scores_gemma":[0.000021186617,0.00011974704,0.0014180708,0.0021524786,0.000044044114,0.00043980294,0.002794818,0.00014302542,0.00064919086,0.02460434,0.96758145,0.000031827818],"about_ca_topic_score_codex":0.0039782794,"about_ca_topic_score_gemma":0.0072368123,"teacher_disagreement_score":0.10770318,"about_ca_system_score_codex":0.0010600509,"about_ca_system_score_gemma":0.0015911676,"threshold_uncertainty_score":0.36030304},"labels":[],"label_agreement":null},{"id":"W2007072269","doi":"10.1007/s11042-007-0113-z","title":"Agent-based multimedia presentation and adaptation service","year":2007,"lang":"en","type":"article","venue":"Multimedia Tools and Applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; National Research Council Canada","funders":"University of Ottawa","keywords":"Computer science; Multimedia; Search engine indexing; Architecture; Service (business); Adaptation (eye); Negotiation; XML; Schema (genetic algorithms); Videoconferencing; World Wide Web; Information retrieval","score_opus":0.07404951835162177,"score_gpt":0.35042539697935277,"score_spread":0.276375878627731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007072269","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06350562,0.00073851185,0.6989881,0.0017859814,0.00110407,0.0015761426,0.0022781524,0.1406971,0.089326374],"genre_scores_gemma":[0.7042765,0.0008328019,0.18095899,0.0012791086,0.00082169473,0.0010880347,0.00487261,0.0029704652,0.10289978],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99932206,0.00013212804,0.000060160553,0.00007962283,0.00032191753,0.000084192754],"domain_scores_gemma":[0.9982754,0.00038058165,0.00011730809,0.00040766678,0.00050744216,0.00031157167],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012472032,0.0008119077,0.0011056635,0.0015744675,0.0008902472,0.002565678,0.0020540173,0.0019491581,0.016785678],"category_scores_gemma":[0.0038927253,0.00033115735,0.0006362582,0.001183579,0.00037418675,0.0013795418,0.0019559807,0.001482157,0.009259536],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029394303,0.0026282575,0.005339217,0.00057780434,0.00038533958,0.0030344403,0.0013254283,0.020187413,0.122364014,0.05679488,0.2184494,0.5659744],"study_design_scores_gemma":[0.00048452127,0.00031442955,0.0037007597,0.000080151214,0.0002658455,0.0016945065,0.00037295982,0.62746286,0.08458496,0.02972385,0.25107607,0.00023908044],"about_ca_topic_score_codex":0.0022273595,"about_ca_topic_score_gemma":0.0012969367,"teacher_disagreement_score":0.016785678,"about_ca_system_score_codex":0.0007325086,"about_ca_system_score_gemma":0.00085007347,"threshold_uncertainty_score":0.056153715},"labels":[],"label_agreement":null},{"id":"W2008028467","doi":"10.1155/2008/319063","title":"Real-Time DVB-MHP Interactive Data Transcoding to Blu-Ray","year":2008,"lang":"en","type":"article","venue":"International Journal of Digital Multimedia Broadcasting","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Universidad Autónoma de Baja California; Natural Sciences and Engineering Research Council of Canada; Consejo Nacional de Ciencia y Tecnología","keywords":"Computer science; Transcoding; Interactive television; Digital Video Broadcasting; Multimedia; Interactive media; Digital television; Scheme (mathematics); Telecommunications; Computer network","score_opus":0.09251154367394915,"score_gpt":0.37992437414652214,"score_spread":0.287412830472573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008028467","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08226036,0.001066968,0.90089035,0.00042509488,0.00031243672,0.0001448595,0.00010877572,0.000906495,0.013884601],"genre_scores_gemma":[0.58609265,0.0019269814,0.39653343,0.00028595445,0.00025120928,0.00010022726,0.00030303706,0.00017745887,0.014328993],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99977976,0.000046759713,0.000011769698,0.000030499055,0.000108760025,0.000022396478],"domain_scores_gemma":[0.9995229,0.0001418913,0.000027583115,0.000091456175,0.0002001282,0.00001604421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031236108,0.0003924866,0.0002741777,0.0005527866,0.00024508004,0.0005557678,0.00058455794,0.00044495772,0.0029074675],"category_scores_gemma":[0.0014342279,0.00011602484,0.0004037892,0.0004926224,0.00044914157,0.00063050987,0.00042371408,0.0006023501,0.0006838242],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006717236,0.00012623871,0.0018155992,0.00046450066,0.00007285444,0.0017118542,0.001096012,0.014690675,0.4304875,0.045669653,0.004831634,0.49836174],"study_design_scores_gemma":[0.00011519163,0.0008230439,0.008339052,0.00015905815,0.00019856432,0.0073859165,0.00088945136,0.4591876,0.42675343,0.019819735,0.07621267,0.00011638486],"about_ca_topic_score_codex":0.0011466849,"about_ca_topic_score_gemma":0.0008501876,"teacher_disagreement_score":0.0029074675,"about_ca_system_score_codex":0.00025592028,"about_ca_system_score_gemma":0.00017569496,"threshold_uncertainty_score":0.009726405},"labels":[],"label_agreement":null},{"id":"W2008494424","doi":"10.1109/ds-rt.2012.23","title":"Admux Communication Protrocol for Real-Time Multimodal Intreaction","year":2012,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Multimedia; Usability; Graphics; The Internet; Human–computer interaction; Kinesthetic learning; World Wide Web; Operating system","score_opus":0.03742768062897193,"score_gpt":0.3755022599874668,"score_spread":0.33807457935849483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2008494424","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03702886,0.00036623603,0.9311411,0.00024084817,0.00021334873,0.00057440676,0.00016191801,0.012333437,0.01793986],"genre_scores_gemma":[0.700624,0.00031462612,0.2571725,0.0005147683,0.0001942026,0.00086347386,0.00063198496,0.000553625,0.03913099],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994067,0.00015632118,0.000037805632,0.000087871056,0.00024471115,0.000066691115],"domain_scores_gemma":[0.99943453,0.00016887287,0.00005926842,0.00012221409,0.00013840327,0.0000766945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008514889,0.00071850757,0.00025762885,0.0006129094,0.0004467985,0.0009565791,0.0013202627,0.0006407584,0.009657183],"category_scores_gemma":[0.001407748,0.00022544363,0.0002374095,0.00019332151,0.00052940455,0.0011259061,0.0017023578,0.0008504652,0.0014840694],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028581412,0.00075118983,0.003549324,0.0008000531,0.00011244193,0.001648447,0.0012769788,0.015310785,0.3213534,0.04785453,0.02997591,0.5745088],"study_design_scores_gemma":[0.00028550785,0.0018193602,0.0045006783,0.00012709778,0.00015983741,0.0023971226,0.0004203006,0.5766376,0.2045106,0.010699386,0.1982713,0.00017118819],"about_ca_topic_score_codex":0.00074958144,"about_ca_topic_score_gemma":0.00070947397,"teacher_disagreement_score":0.009657183,"about_ca_system_score_codex":0.0003903412,"about_ca_system_score_gemma":0.00043449196,"threshold_uncertainty_score":0.032306492},"labels":[],"label_agreement":null},{"id":"W2010655053","doi":"10.1016/j.dam.2006.04.019","title":"Generalized Fibonacci broadcasting: An efficient VOD scheme with user bandwidth limit","year":2006,"lang":"en","type":"article","venue":"Discrete Applied Mathematics","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Simon Fraser University","keywords":"Bandwidth (computing); Fibonacci number; Broadcasting (networking); Computer science; Computer network; Limiting; Scheme (mathematics); Mathematics; Discrete mathematics","score_opus":0.02361556129626337,"score_gpt":0.29147197993972135,"score_spread":0.267856418643458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010655053","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07499718,0.002630484,0.9032483,0.00088329695,0.00035622704,0.00027037208,0.00029079727,0.0010030637,0.01632014],"genre_scores_gemma":[0.70257413,0.0012387988,0.28864533,0.00047318733,0.00030830494,0.00026162283,0.00022892188,0.00010462762,0.0061650523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989477,0.00033119123,0.0000511443,0.00013314695,0.0003303197,0.00020661062],"domain_scores_gemma":[0.99872595,0.00047817678,0.000091836504,0.00036932615,0.00024091624,0.00009380818],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012001827,0.00090116035,0.0018308512,0.0013564011,0.0016379585,0.0018656604,0.0018393032,0.0016638753,0.0022902284],"category_scores_gemma":[0.0032038868,0.00044695355,0.0005022168,0.0020249556,0.0014357243,0.0014876534,0.0023218256,0.0011532832,0.0005655632],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017666912,0.00016558751,0.00086113525,0.00068061275,0.00013103998,0.00060592184,0.00072975544,0.10226251,0.06794833,0.51090795,0.01060355,0.30333695],"study_design_scores_gemma":[0.00028597418,0.00022014117,0.00038190652,0.00008940031,0.0001380312,0.001025286,0.00012711267,0.77120465,0.0122005055,0.20032805,0.013849067,0.00014986005],"about_ca_topic_score_codex":0.001921142,"about_ca_topic_score_gemma":0.0027743368,"teacher_disagreement_score":0.0022902284,"about_ca_system_score_codex":0.0018917359,"about_ca_system_score_gemma":0.0020994423,"threshold_uncertainty_score":0.013725519},"labels":[],"label_agreement":null},{"id":"W2010870112","doi":"10.1016/j.jcss.2014.11.004","title":"Ambient and context-aware services","year":2014,"lang":"en","type":"article","venue":"Journal of Computer and System Sciences","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Acadia University","funders":"","keywords":"Computer science; Context (archaeology); Geography","score_opus":0.01909565252495155,"score_gpt":0.29356486006122334,"score_spread":0.2744692075362718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010870112","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22281127,0.012172444,0.5338836,0.0044186264,0.0012124958,0.00015681326,0.00065666315,0.0027304662,0.22195761],"genre_scores_gemma":[0.95624954,0.0020081147,0.028623985,0.00026609818,0.0004566263,0.00002703292,0.00023779071,0.0000655688,0.012065171],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999421,0.00013565573,0.000039631188,0.00010480935,0.00022105785,0.00007790634],"domain_scores_gemma":[0.99935955,0.00021528453,0.000056541885,0.0001323878,0.00013576246,0.00010035003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005940571,0.00035077386,0.00031935913,0.00059227063,0.0006741446,0.0031816727,0.00065807125,0.0010181313,0.0034657316],"category_scores_gemma":[0.0016020789,0.0002532732,0.00034532053,0.00084086333,0.00060099247,0.003444562,0.0016487177,0.0008809734,0.0007730345],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039781857,0.0004692413,0.011021163,0.00059838395,0.00017814062,0.0014103382,0.0023476467,0.017475229,0.032843113,0.54974234,0.016087472,0.36742917],"study_design_scores_gemma":[0.00006392038,0.0003314298,0.021131631,0.00031300564,0.00039509722,0.003072519,0.0031414113,0.21225838,0.017107433,0.4350188,0.30699882,0.0001675655],"about_ca_topic_score_codex":0.0024139602,"about_ca_topic_score_gemma":0.0028392463,"teacher_disagreement_score":0.0034657316,"about_ca_system_score_codex":0.00044757666,"about_ca_system_score_gemma":0.0005602978,"threshold_uncertainty_score":0.011594057},"labels":[],"label_agreement":null},{"id":"W2011315906","doi":"10.1007/s11042-014-1911-8","title":"Framework for constructing task-space to support novice multimedia authoring","year":2014,"lang":"en","type":"article","venue":"Multimedia Tools and Applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; Dalhousie University","funders":"","keywords":"Computer science; Task (project management); Multimedia; Context (archaeology); Human–computer interaction; Authoring system; Construct (python library); Representation (politics); Plan (archaeology); Action (physics); Programming language","score_opus":0.0560273772172524,"score_gpt":0.37080223348981817,"score_spread":0.31477485627256574,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011315906","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023916895,0.000048780686,0.9918839,0.00009464069,0.00002105359,0.00020978482,0.000190194,0.0026868607,0.0024730354],"genre_scores_gemma":[0.044931166,0.000080891,0.9502194,0.000038750015,0.000011678018,0.00041935637,0.0006617111,0.00029784953,0.0033391335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99831545,0.0004248879,0.0002303669,0.00034630718,0.00041629965,0.00026664374],"domain_scores_gemma":[0.997959,0.000505196,0.00013615032,0.00055801513,0.0004755663,0.00036614705],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023951146,0.001331019,0.0007816331,0.0019672513,0.0016884706,0.0043175956,0.0031778761,0.0018224118,0.009388354],"category_scores_gemma":[0.0044480017,0.00078633404,0.0020818193,0.0011755846,0.0018527657,0.0036050123,0.0049879155,0.001986975,0.004479509],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031464655,0.00085534656,0.004642983,0.00073155947,0.00012189845,0.00070759194,0.0057171322,0.035830434,0.025880728,0.56634665,0.016610354,0.34224072],"study_design_scores_gemma":[0.0001127846,0.00025049908,0.0016018316,0.00045324364,0.00014636797,0.00058792083,0.0022092862,0.42586008,0.022231098,0.3529328,0.19344023,0.00017384741],"about_ca_topic_score_codex":0.009549435,"about_ca_topic_score_gemma":0.013572124,"teacher_disagreement_score":0.009549435,"about_ca_system_score_codex":0.0011215984,"about_ca_system_score_gemma":0.0040366147,"threshold_uncertainty_score":0.031407177},"labels":[],"label_agreement":null},{"id":"W2012193244","doi":"10.1007/s00530-002-0061-4","title":"An integrated runtime QoS-aware middleware framework for distributed multimedia applications","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Middleware (distributed applications); Scalability; Distributed computing; Quality of service; Variety (cybernetics); Host (biology); Message oriented middleware; Component (thermodynamics); Adaptation (eye); Software architecture; Computer network; Operating system; Software","score_opus":0.05695329251771325,"score_gpt":0.3554957877569407,"score_spread":0.29854249523922743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2012193244","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008786208,0.00061929924,0.96991146,0.00035389393,0.00011182662,0.00016868046,0.00006397505,0.016675066,0.0033096108],"genre_scores_gemma":[0.09533198,0.0003827492,0.89814764,0.00016213546,0.000081056714,0.00022243867,0.00041514728,0.0006983438,0.00455856],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988978,0.00019873143,0.00012330433,0.00021458829,0.00044655762,0.00011904417],"domain_scores_gemma":[0.99935585,0.000096286356,0.00006247037,0.00017586989,0.00017249951,0.00013703176],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002152329,0.000887544,0.0006992529,0.0005935636,0.00082000083,0.002011724,0.0029819682,0.0012893553,0.0013662226],"category_scores_gemma":[0.0021499977,0.00061330554,0.0010006445,0.00048161094,0.00060810376,0.0020575977,0.0016297346,0.0021660917,0.0008769722],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005894977,0.00071609,0.0024681417,0.0007503862,0.00026727066,0.0014042844,0.0014391498,0.13768226,0.18672976,0.14597908,0.02675674,0.49521744],"study_design_scores_gemma":[0.00025824492,0.00039876674,0.0020816736,0.00013419206,0.00030722612,0.0014816109,0.00019464685,0.747664,0.044065375,0.03613002,0.16707902,0.0002052967],"about_ca_topic_score_codex":0.0036669474,"about_ca_topic_score_gemma":0.0047338163,"teacher_disagreement_score":0.0036669474,"about_ca_system_score_codex":0.0009777639,"about_ca_system_score_gemma":0.0025183596,"threshold_uncertainty_score":0.011382699},"labels":[],"label_agreement":null},{"id":"W2015758726","doi":"10.1109/packet.2009.5152156","title":"Multi-layer video broadcasting with low channel switching delays","year":2009,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Testbed; Broadcasting (networking); Computer network; Channel (broadcasting); Mobile device; Scheme (mathematics); Efficient energy use; Real-time computing","score_opus":0.046084870415024716,"score_gpt":0.3323140911892824,"score_spread":0.28622922077425766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015758726","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33777493,0.0016194097,0.6490137,0.00024019665,0.00007055397,0.000115703144,0.000087754845,0.0014073487,0.009670487],"genre_scores_gemma":[0.92196256,0.00031725585,0.075439416,0.00004767039,0.000041810355,0.000043851738,0.00005481546,0.00003215282,0.0020605398],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996425,0.00008499118,0.000011590253,0.000054296765,0.0001423515,0.00006422922],"domain_scores_gemma":[0.99886143,0.0006056427,0.00010648674,0.00015222508,0.00021455082,0.000059703118],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048729547,0.0003994767,0.0004874116,0.00046535698,0.0004421424,0.000605237,0.0006969054,0.0004565722,0.001153248],"category_scores_gemma":[0.0016695093,0.00019098226,0.00013980368,0.00047661038,0.00033892418,0.0007385679,0.0005414199,0.0004221401,0.0003977781],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001322422,0.00049904134,0.0025766187,0.00053334096,0.00008623857,0.00038619858,0.00029393582,0.28506616,0.37543613,0.017713321,0.0034834696,0.31260315],"study_design_scores_gemma":[0.00015410801,0.00042475338,0.0009424393,0.000021084317,0.000048376485,0.00031968913,0.00007123311,0.9069158,0.084010184,0.0036497829,0.0034102858,0.000032314598],"about_ca_topic_score_codex":0.001874089,"about_ca_topic_score_gemma":0.0026112837,"teacher_disagreement_score":0.001874089,"about_ca_system_score_codex":0.0007255183,"about_ca_system_score_gemma":0.00044954766,"threshold_uncertainty_score":0.005264044},"labels":[],"label_agreement":null},{"id":"W2019209746","doi":"10.1109/services.2013.21","title":"Towards Families of Personalized Mobile Applications","year":2013,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Alberta Innovates - Technology Futures","keywords":"Computer science; Position paper; Architecture; Product (mathematics); Software; Software architecture; Mobile computing; World Wide Web; Human–computer interaction; Telecommunications; Operating system; Geography","score_opus":0.02423282530930847,"score_gpt":0.33695874965512207,"score_spread":0.3127259243458136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2019209746","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042398397,0.00041532007,0.9413106,0.000584357,0.00007024124,0.00023631568,0.00014032346,0.004092305,0.010752098],"genre_scores_gemma":[0.24971162,0.0011411577,0.71353054,0.00039810472,0.00008827224,0.00065184396,0.0011370936,0.0028846823,0.03045677],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99665964,0.001093517,0.00020864885,0.0006571886,0.0010952621,0.0002856595],"domain_scores_gemma":[0.9944977,0.0019043606,0.00043531504,0.001380756,0.0014420612,0.0003397416],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003439617,0.0010043838,0.0005786656,0.0014508768,0.0020101059,0.003068076,0.0020141446,0.0018696906,0.0071376474],"category_scores_gemma":[0.0097869625,0.001241694,0.0013666456,0.0011465849,0.0017433232,0.0072355205,0.003563794,0.0025602109,0.0031337691],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003015873,0.00037174902,0.011609926,0.0006892354,0.00018737628,0.0028362055,0.009865895,0.032540917,0.046723377,0.49693674,0.01687871,0.3810583],"study_design_scores_gemma":[0.00008321189,0.00061914563,0.0030533776,0.000511992,0.0002792473,0.0026824253,0.0029776127,0.21839128,0.063585654,0.28215715,0.42548254,0.00017636236],"about_ca_topic_score_codex":0.0021622407,"about_ca_topic_score_gemma":0.001964309,"teacher_disagreement_score":0.0071376474,"about_ca_system_score_codex":0.0013793015,"about_ca_system_score_gemma":0.0012973691,"threshold_uncertainty_score":0.02387786},"labels":[],"label_agreement":null},{"id":"W2020041439","doi":"10.1145/1298216.1298227","title":"A smooth playback technique for progressively encoded multimedia streams over the internet with wireless connections","year":2007,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; The Internet; Multimedia; Wireless; STREAMS; Computer network; Quality of service; Wireless network; Telecommunications; World Wide Web","score_opus":0.026086336848892187,"score_gpt":0.33566462699301747,"score_spread":0.3095782901441253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020041439","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11785471,0.0012457873,0.87687254,0.0001570823,0.000102247475,0.00024149973,0.000069370544,0.0010511958,0.0024055834],"genre_scores_gemma":[0.5877975,0.0013938795,0.4064691,0.00009739747,0.00012549189,0.000118842225,0.0001162704,0.000059219237,0.0038221325],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99986243,0.000023337112,0.000007748825,0.000018434064,0.000073138086,0.000014865225],"domain_scores_gemma":[0.9995778,0.0001709359,0.00004255747,0.000067364446,0.00010812197,0.000033247026],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034887038,0.00037766367,0.0002689322,0.0007494704,0.00031992228,0.0003486071,0.0005210422,0.0003460995,0.0009048553],"category_scores_gemma":[0.0013802843,0.00013295696,0.00018599951,0.00041867114,0.0003267428,0.0006080962,0.00040755523,0.0005273238,0.00019605286],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007233624,0.00015330948,0.0010659227,0.0002131026,0.00004835478,0.00078311074,0.00044755358,0.0077033145,0.43261194,0.008903421,0.0014625957,0.5458839],"study_design_scores_gemma":[0.00031179737,0.0037118562,0.007648159,0.0001423457,0.00034228602,0.0063960617,0.0003919563,0.4275155,0.5027291,0.009297794,0.0413145,0.00019868041],"about_ca_topic_score_codex":0.0008358354,"about_ca_topic_score_gemma":0.0009449863,"teacher_disagreement_score":0.0009048553,"about_ca_system_score_codex":0.00014548129,"about_ca_system_score_gemma":0.0003060735,"threshold_uncertainty_score":0.0030270815},"labels":[],"label_agreement":null},{"id":"W2021805868","doi":"10.3166/isi.8.5-6.153-172","title":"Documents semi-structurés et métadonnées. Contribution à la réingénierie de collections de documents","year":2003,"lang":"fr","type":"article","venue":"Ingénierie des systèmes d information","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.014844849254045573,"score_gpt":0.29850096232725926,"score_spread":0.2836561130732137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021805868","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036783285,0.0060128258,0.93717986,0.0010646627,0.00017937832,0.00032151816,0.00057195325,0.001920065,0.015966462],"genre_scores_gemma":[0.2299867,0.003580683,0.73630637,0.00036638958,0.00017937594,0.00058621686,0.0011746817,0.0009817781,0.02683786],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99315226,0.0022749885,0.0006407568,0.0011479097,0.0025210348,0.00026304784],"domain_scores_gemma":[0.98567015,0.0059244996,0.0010946416,0.0043063215,0.002674255,0.00033018814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047402144,0.00076283456,0.0007268504,0.0039455793,0.0019099452,0.0101966355,0.0017633438,0.0015065001,0.003951982],"category_scores_gemma":[0.01263965,0.0010418246,0.001746776,0.0034076062,0.0036161507,0.007646753,0.0034359365,0.0017823745,0.0015218526],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002742965,0.00012616314,0.0055121332,0.0019863304,0.00017335294,0.0014292375,0.013608927,0.012797766,0.041422788,0.5173491,0.0051488313,0.40017092],"study_design_scores_gemma":[0.00008528825,0.0002809306,0.00794365,0.0018228737,0.00029952242,0.0044860593,0.006708415,0.077237815,0.0958625,0.27573502,0.52926093,0.00027703145],"about_ca_topic_score_codex":0.0057911715,"about_ca_topic_score_gemma":0.006551609,"teacher_disagreement_score":0.0101966355,"about_ca_system_score_codex":0.0026621113,"about_ca_system_score_gemma":0.0032903827,"threshold_uncertainty_score":0.025068939},"labels":[],"label_agreement":null},{"id":"W202186801","doi":"","title":"Digital scripts on a virtual stage: the design of new online tools for drama students","year":2006,"lang":"en","type":"article","venue":"International Conference on Web-based Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; York University; McMaster University","funders":"","keywords":"Scripting language; Computer science; Variety (cybernetics); Multimedia; Drama; Reading (process); World Wide Web; Motion (physics); Human–computer interaction; Artificial intelligence; Visual arts; Linguistics; Programming language","score_opus":0.12400085063791616,"score_gpt":0.41281516688508096,"score_spread":0.2888143162471648,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W202186801","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47922373,0.00034602397,0.46964014,0.00041689308,0.00015160139,0.0024148456,0.000119793745,0.0033333418,0.044353627],"genre_scores_gemma":[0.6220681,0.0002628882,0.36276355,0.00013516158,0.000029856345,0.0010916025,0.00018780096,0.00042185522,0.013039062],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.999204,0.00041747242,0.0000587135,0.0001088884,0.00012152396,0.00008950178],"domain_scores_gemma":[0.99885,0.0004773654,0.00008060632,0.00016033645,0.000089471105,0.00034221783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097577105,0.0007113456,0.000267654,0.00061699806,0.0006025827,0.0027624916,0.0020371345,0.0007658672,0.0050212718],"category_scores_gemma":[0.0030213457,0.00043550122,0.00041361604,0.00021603736,0.00096827984,0.0023146658,0.0018732437,0.0005664218,0.0007982635],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016315192,0.0041346853,0.010130565,0.0019488226,0.00013457061,0.004393876,0.037894245,0.017045172,0.21284796,0.05266204,0.007373763,0.6498028],"study_design_scores_gemma":[0.0012131075,0.00909009,0.023141595,0.0007698505,0.00071932777,0.007579746,0.024325859,0.19706124,0.20583288,0.022058656,0.5076761,0.00053145114],"about_ca_topic_score_codex":0.0002274954,"about_ca_topic_score_gemma":0.00040574992,"teacher_disagreement_score":0.0050212718,"about_ca_system_score_codex":0.000423562,"about_ca_system_score_gemma":0.00052925845,"threshold_uncertainty_score":0.01679784},"labels":[],"label_agreement":null},{"id":"W2023420781","doi":"10.1145/1247660.1247663","title":"Cell phones as a research platform","year":2007,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science","score_opus":0.19856098591334992,"score_gpt":0.5129460883855422,"score_spread":0.3143851024721923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023420781","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029194077,0.07297897,0.016501663,0.028265003,0.017718438,0.0013759407,0.00563123,0.0014589049,0.82687575],"genre_scores_gemma":[0.14772128,0.05043758,0.013036587,0.003514525,0.0039668903,0.0015391286,0.0032008556,0.00026426784,0.77631885],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990508,0.00033861195,0.00004935811,0.0001251324,0.00031508875,0.00012096862],"domain_scores_gemma":[0.99867225,0.0003892369,0.0000827989,0.00012548393,0.00033891713,0.00039140144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001397436,0.0007040177,0.0005347507,0.0009805644,0.0010564236,0.0028300108,0.0013759794,0.0022955134,0.28377008],"category_scores_gemma":[0.0017218351,0.00021846233,0.00042743154,0.0012743173,0.00046359684,0.0024656563,0.0019205085,0.0011627643,0.08532416],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020062379,0.00042210336,0.0015605513,0.0028124074,0.00004469038,0.0011024363,0.0003938785,0.00021594486,0.044177305,0.03165493,0.3069845,0.60862505],"study_design_scores_gemma":[0.00014146391,0.0017300062,0.0021405125,0.00083721726,0.00012183316,0.00088690006,0.00060812593,0.00029197978,0.0123484265,0.0036906519,0.9771737,0.00002936263],"about_ca_topic_score_codex":0.0009851435,"about_ca_topic_score_gemma":0.0015256541,"teacher_disagreement_score":0.28377008,"about_ca_system_score_codex":0.00053996267,"about_ca_system_score_gemma":0.0012399064,"threshold_uncertainty_score":0.94930553},"labels":[],"label_agreement":null},{"id":"W2024232996","doi":"10.1117/12.852781","title":"An examination of OLED display application to military equipment","year":2010,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"General Dynamics (Canada)","funders":"","keywords":"Credibility; OLED; Revenue; Computer science; Phone; Mobile phone; Multimedia; Telecommunications; Business","score_opus":0.011310895229101132,"score_gpt":0.2732630425228978,"score_spread":0.2619521472937967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024232996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82309324,0.0064824903,0.01845492,0.0009603795,0.00010196512,0.00013744074,0.00044391552,0.00060367846,0.14972197],"genre_scores_gemma":[0.9564327,0.006813561,0.008727794,0.0003177224,0.00005042699,0.000023719262,0.00024466627,0.0000837982,0.027305666],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998272,0.000017242566,0.000007211707,0.000021151314,0.0000981586,0.000028895865],"domain_scores_gemma":[0.9995252,0.00018192542,0.00003077428,0.000027581917,0.00021948307,0.000015080154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018340573,0.00016470604,0.00014120103,0.0008256189,0.00049357064,0.00044386555,0.00027212373,0.00039943922,0.0051240646],"category_scores_gemma":[0.000766674,0.00007906141,0.00021160231,0.000887246,0.00012605269,0.00047806342,0.0002527059,0.00023025434,0.0009387142],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031742637,0.00017004824,0.019705143,0.0010029696,0.000027787848,0.002736667,0.0011022737,0.003672331,0.7291824,0.0041116374,0.0038798833,0.23409136],"study_design_scores_gemma":[0.000024164156,0.0023436905,0.2053866,0.00045139703,0.00017959547,0.014619126,0.0019861888,0.025863592,0.5663217,0.0018421679,0.18089513,0.00008669799],"about_ca_topic_score_codex":0.001904507,"about_ca_topic_score_gemma":0.001963167,"teacher_disagreement_score":0.0051240646,"about_ca_system_score_codex":0.0002207829,"about_ca_system_score_gemma":0.00015186626,"threshold_uncertainty_score":0.0171417},"labels":[],"label_agreement":null},{"id":"W2024630350","doi":"10.1109/titb.2012.2206116","title":"3-D Streaming Supplying Partner Protocols for Mobile Collaborative Exergaming for Health","year":2012,"lang":"en","type":"article","venue":"IEEE Transactions on Information Technology in Biomedicine","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Loneliness; Phobias; Mental health; Physical activity; Anxiety; Bottleneck; Obesity; Internet privacy; Computer science; Multimedia; Psychology; Medicine; Physical therapy; Social psychology; Psychotherapist; Psychiatry","score_opus":0.03338676290065261,"score_gpt":0.4052884479872503,"score_spread":0.37190168508659766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024630350","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041495685,0.0014315834,0.9101587,0.0005602086,0.00043906472,0.0013557159,0.00058306055,0.025905395,0.018070508],"genre_scores_gemma":[0.6922214,0.0010429771,0.2810034,0.000630455,0.00034844453,0.0014632057,0.001632187,0.00075332884,0.020904623],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99949074,0.000102261525,0.00005897731,0.0001124273,0.00017783383,0.000057684003],"domain_scores_gemma":[0.9993135,0.00018806764,0.000049878134,0.00018491935,0.0001552478,0.000108434404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000771838,0.00060464424,0.00065290206,0.0007178478,0.0005941562,0.0011619405,0.0016694297,0.0009381281,0.010504302],"category_scores_gemma":[0.0020607745,0.00033483483,0.00043664812,0.00045864898,0.00039111116,0.0015072167,0.0024407767,0.0007996827,0.002052111],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002143789,0.00074907194,0.0056427508,0.00094544404,0.00022194903,0.00235207,0.0016375808,0.024017517,0.13334894,0.045111116,0.04694242,0.7368873],"study_design_scores_gemma":[0.0003792124,0.0012028317,0.0045115203,0.00018951815,0.00030298752,0.0026107528,0.0005870694,0.68231624,0.05892849,0.025814977,0.22288008,0.00027631273],"about_ca_topic_score_codex":0.0017338515,"about_ca_topic_score_gemma":0.001312602,"teacher_disagreement_score":0.010504302,"about_ca_system_score_codex":0.0003697826,"about_ca_system_score_gemma":0.0005281571,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2028064362","doi":"10.1504/ijplm.2008.021441","title":"Accessibility and scalability in collaborative e-commerce environments","year":2008,"lang":"en","type":"article","venue":"International Journal of Product Lifecycle Management","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Edward Via College of Osteopathic Medicine","keywords":"Scalability; Computer science; Architecture; World Wide Web; The Internet; E-commerce; Virtual reality; Benchmark (surveying); Multimedia; Human–computer interaction; Database","score_opus":0.024948760297522625,"score_gpt":0.3439891621682091,"score_spread":0.31904040187068644,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028064362","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43536797,0.0036107088,0.4618919,0.0034122756,0.00019120213,0.0006590883,0.00042735794,0.0069766934,0.08746289],"genre_scores_gemma":[0.94695497,0.00066902576,0.046128254,0.00013696909,0.00021852476,0.0002687201,0.0003644303,0.00031118194,0.0049478645],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907486,0.003139056,0.0007527451,0.0012541959,0.003466668,0.00063877756],"domain_scores_gemma":[0.96865875,0.017554441,0.0022715614,0.004989733,0.004313192,0.0022123018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0058371266,0.0007598121,0.0010140452,0.0020831989,0.002026791,0.005209017,0.0023646276,0.0018433119,0.005198746],"category_scores_gemma":[0.03421505,0.0008159256,0.0006835528,0.0018344092,0.0019526744,0.009945523,0.0067858784,0.001485397,0.0014613973],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021420026,0.0019786647,0.05882702,0.0018374294,0.00041706147,0.004928993,0.01410333,0.09655483,0.03367111,0.18246856,0.021702638,0.58136845],"study_design_scores_gemma":[0.00059692987,0.0015256089,0.031816524,0.00039964108,0.00051590014,0.0062441034,0.006206766,0.49748766,0.022148859,0.3448215,0.08787828,0.00035820744],"about_ca_topic_score_codex":0.002153697,"about_ca_topic_score_gemma":0.000999238,"teacher_disagreement_score":0.0058371266,"about_ca_system_score_codex":0.0008329656,"about_ca_system_score_gemma":0.0007457351,"threshold_uncertainty_score":0.03087002},"labels":[],"label_agreement":null},{"id":"W2029997045","doi":"10.1117/12.591982","title":"&lt;title&gt;Bandwidth reduction for video-on-demand broadcasting using secondary content insertion&lt;/title&gt;","year":2005,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Schedule; Broadcasting (networking); Variable bitrate; Video on demand; Constant bitrate; Scheme (mathematics); Bandwidth (computing); Computer network; Content (measure theory); On demand; Constant (computer programming); Multimedia; Real-time computing; Bit rate; Mathematics; Operating system","score_opus":0.03451819380269796,"score_gpt":0.27769019113273535,"score_spread":0.2431719973300374,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2029997045","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.091424234,0.00035605568,0.89866394,0.0002216107,0.00010169083,0.00012463272,0.00014456229,0.0008979258,0.008065425],"genre_scores_gemma":[0.6307638,0.00022300563,0.36433762,0.000047748774,0.0000676132,0.000072498886,0.00028335588,0.00010150457,0.004102863],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998406,0.0000376197,0.0000066661264,0.000023200377,0.00005962729,0.000032226326],"domain_scores_gemma":[0.9997366,0.000082473656,0.00003335569,0.000042404557,0.000077656434,0.00002745086],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001911599,0.00029755564,0.00037661148,0.00031790073,0.00030809152,0.0003896845,0.00051752647,0.00029464936,0.0025834646],"category_scores_gemma":[0.00062604377,0.00012459977,0.00019865984,0.00032562422,0.00024286092,0.0002840423,0.00026651626,0.0002635947,0.0006058886],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077671744,0.00025897013,0.0012153097,0.00027359166,0.000028701474,0.00020941302,0.00015133494,0.15262136,0.22910719,0.024161598,0.01285633,0.5783395],"study_design_scores_gemma":[0.000048962054,0.00019564846,0.00064433506,0.000010114284,0.000021777063,0.00017340935,0.00003304948,0.9515026,0.038816355,0.003976264,0.004561196,0.000016310407],"about_ca_topic_score_codex":0.0017934104,"about_ca_topic_score_gemma":0.0028740116,"teacher_disagreement_score":0.99741656,"about_ca_system_score_codex":0.0005867383,"about_ca_system_score_gemma":0.00069939345,"threshold_uncertainty_score":0.008642554},"labels":[],"label_agreement":null},{"id":"W2030569375","doi":"10.1027/0838-1925.18.1.41","title":"Big Things in Little Packages","year":2006,"lang":"en","type":"article","venue":"Allergy & Clinical Immunology International - Journal of the World Allergy Organization","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"History","score_opus":0.02275578483234256,"score_gpt":0.33410411256379924,"score_spread":0.31134832773145665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030569375","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019679405,0.0039747907,0.05945258,0.12455824,0.006642542,0.00022669716,0.0005292218,0.003869459,0.781067],"genre_scores_gemma":[0.31144592,0.0045759045,0.057937786,0.059771396,0.0050768647,0.00047167373,0.0010753863,0.0050086956,0.55463636],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99520564,0.0017122666,0.00015453018,0.00054793124,0.0018660405,0.00051354285],"domain_scores_gemma":[0.9874071,0.0032869007,0.0005071795,0.0038732535,0.002004375,0.0029212434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004815101,0.00088891515,0.00064031093,0.0014588089,0.0046447287,0.010866762,0.0016350735,0.0029389635,0.11291387],"category_scores_gemma":[0.018283334,0.0009151593,0.0008699172,0.0019903935,0.0068448964,0.025025913,0.007791613,0.005991554,0.04532317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001360567,0.00020932205,0.002631996,0.00021172,0.000046095756,0.0002493916,0.0052054785,0.0003868649,0.0014199204,0.3414492,0.4388391,0.20921484],"study_design_scores_gemma":[0.000024518607,0.000106329004,0.001177647,0.00020043926,0.00002458848,0.00028569988,0.0041569723,0.00050428475,0.0006199535,0.24135773,0.75149614,0.00004571662],"about_ca_topic_score_codex":0.0015727654,"about_ca_topic_score_gemma":0.0021980216,"teacher_disagreement_score":0.11291387,"about_ca_system_score_codex":0.0017637535,"about_ca_system_score_gemma":0.002641771,"threshold_uncertainty_score":0.37773454},"labels":[],"label_agreement":null},{"id":"W2033568910","doi":"10.1109/rws.2007.351827","title":"Internet Multimedia Service Delivery to Rural and Remote Areas Implemente with Digital Television Infrastructure","year":2007,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Computer science; Digital television; Bandwidth (computing); Throughput; Multimedia; The Internet; Channel (broadcasting); Interactive television; Return channel; Service (business); Computer network; Telecommunications; Wireless; World Wide Web; Business","score_opus":0.013615139854550425,"score_gpt":0.2940197220737634,"score_spread":0.280404582219213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033568910","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6903561,0.0007514092,0.24286346,0.00059414667,0.00006036352,0.00043401093,0.00025893855,0.0028114284,0.061870087],"genre_scores_gemma":[0.90981907,0.0005332252,0.07366196,0.000101524536,0.000066354674,0.00011848069,0.00017491651,0.000094241135,0.015430279],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998683,0.000034228826,0.000004323495,0.000020846144,0.000045189685,0.000027163516],"domain_scores_gemma":[0.99977547,0.00007751155,0.000028586923,0.00003130418,0.00005856818,0.000028561662],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019888935,0.00027010086,0.00015964668,0.0005338261,0.000390648,0.0005531703,0.0003618416,0.0003040565,0.0048874365],"category_scores_gemma":[0.0006268364,0.000104277344,0.0001496097,0.0004357313,0.00021788196,0.00055498356,0.00045825372,0.00028585104,0.0012202174],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00067117444,0.0006373904,0.010579152,0.00032776696,0.00004253267,0.0006889599,0.0009773906,0.01117188,0.39740905,0.015654081,0.0035939873,0.5582466],"study_design_scores_gemma":[0.0003947994,0.008245789,0.04847707,0.00015008515,0.00037043082,0.004229509,0.003560145,0.20185629,0.5487289,0.014425058,0.1694303,0.00013164776],"about_ca_topic_score_codex":0.001479654,"about_ca_topic_score_gemma":0.0019302047,"teacher_disagreement_score":0.0048874365,"about_ca_system_score_codex":0.0003743705,"about_ca_system_score_gemma":0.0003783128,"threshold_uncertainty_score":0.01635009},"labels":[],"label_agreement":null},{"id":"W2033646538","doi":"10.1023/b:mone.0000048557.95522.da","title":"Media Synchronization and QoS Packet Scheduling Algorithms for Wireless Systems","year":2004,"lang":"en","type":"article","venue":"Mobile Networks and Applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Computer network; Network packet; Fair queuing; Base station; Multimedia; Weighted fair queueing; Quality of service; Scheduling (production processes); Round-robin scheduling; End-to-end delay; Real-time computing; Algorithm; Distributed computing; Fair-share scheduling","score_opus":0.020412913233914084,"score_gpt":0.30524615569429575,"score_spread":0.28483324246038166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033646538","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016991021,0.0005765235,0.9801232,0.0002349234,0.00014743363,0.000043434502,0.000036579004,0.00036938695,0.0014775153],"genre_scores_gemma":[0.5510321,0.000863137,0.44261777,0.00020483372,0.000419468,0.00018787134,0.0001834356,0.00022628397,0.004264983],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991417,0.00028619837,0.00005378647,0.00013696686,0.0002668288,0.000114443596],"domain_scores_gemma":[0.99586713,0.0029697756,0.00025930707,0.00030387973,0.0004944026,0.000105526524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032740405,0.0008265498,0.0009327307,0.001231092,0.0010157349,0.0012523768,0.001664391,0.0007585811,0.0025360882],"category_scores_gemma":[0.009104749,0.0005379938,0.00040553164,0.0015672476,0.0008417752,0.0021475265,0.0010970556,0.0014371161,0.00036810365],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069356884,0.00015218805,0.0009080498,0.000101263424,0.000067801935,0.000036368543,0.00014982471,0.6853174,0.005306662,0.08034932,0.003938615,0.22297889],"study_design_scores_gemma":[0.000034377084,0.000021183612,0.00007799823,0.0000035720525,0.00000976563,0.000008108904,0.000009912986,0.9879875,0.0007684992,0.010676895,0.000397174,0.000005013821],"about_ca_topic_score_codex":0.004732659,"about_ca_topic_score_gemma":0.0047963075,"teacher_disagreement_score":0.004732659,"about_ca_system_score_codex":0.0015334381,"about_ca_system_score_gemma":0.0019270694,"threshold_uncertainty_score":0.01731497},"labels":[],"label_agreement":null},{"id":"W2033995896","doi":"10.3138/jvme.34.3.263","title":"Distance Learning through Synchronous Interactive Television","year":2007,"lang":"en","type":"article","venue":"Journal of Veterinary Medical Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Asynchronous communication; Distance education; Popularity; Asynchronous learning; Videoconferencing; Computer science; Best practice; Interactive television; Multimedia; Resource (disambiguation); Educational technology; Higher education; Synchronous learning; Public relations; Telecommunications; Teaching method; Sociology; Psychology; Pedagogy; Political science; Cooperative learning","score_opus":0.053990590444928946,"score_gpt":0.44849806912135376,"score_spread":0.3945074786764248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033995896","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1343706,0.001916635,0.22813383,0.002465683,0.00036452548,0.0003918721,0.0004156676,0.0016501554,0.630291],"genre_scores_gemma":[0.77763516,0.002880182,0.082330495,0.00058304163,0.00050493045,0.00041850665,0.0003323269,0.00014364738,0.13517171],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992693,0.00030135826,0.00002728686,0.000084747524,0.00024046503,0.000076770295],"domain_scores_gemma":[0.99912924,0.0004093443,0.000058795846,0.00012185908,0.00014645084,0.00013422535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059537496,0.00021874455,0.00012062318,0.0006399461,0.0005033591,0.0016458302,0.00057411386,0.0004261571,0.026785137],"category_scores_gemma":[0.0025590458,0.0000932179,0.00015148387,0.0005074808,0.00041114455,0.0015969541,0.001636705,0.0004278916,0.0041820174],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024748896,0.00037722485,0.0027870152,0.00044600954,0.000022417702,0.00037353396,0.0033441486,0.0019863825,0.013080078,0.045097295,0.024174951,0.90806353],"study_design_scores_gemma":[0.00027319434,0.0017152563,0.014240317,0.00073233835,0.000073861265,0.0019398123,0.0056263353,0.010932043,0.027236061,0.07069719,0.8664321,0.00010153611],"about_ca_topic_score_codex":0.00077063165,"about_ca_topic_score_gemma":0.0017064875,"teacher_disagreement_score":0.026785137,"about_ca_system_score_codex":0.00042492125,"about_ca_system_score_gemma":0.00050473993,"threshold_uncertainty_score":0.08960521},"labels":[],"label_agreement":null},{"id":"W2038379128","doi":"10.1145/376697.376704","title":"Web-based multimedia tools for sharing educational resources","year":2001,"lang":"en","type":"article","venue":"Journal on Educational Resources in Computing","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Java; Upload; Multimedia; Session (web analytics); World Wide Web; Java applet; Educational resources; Shared resource; Resource (disambiguation); Web application; Operating system; Computer network","score_opus":0.059463603702660295,"score_gpt":0.388561187975513,"score_spread":0.3290975842728527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038379128","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022482973,0.0020701685,0.88742185,0.00045543467,0.00019536716,0.001516424,0.00094642874,0.034918986,0.04999238],"genre_scores_gemma":[0.21064001,0.0025971876,0.73676455,0.00050360523,0.00033515872,0.0027077787,0.0027638562,0.0027798624,0.040907957],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985348,0.00056078914,0.00012942989,0.00010669889,0.00055382616,0.000114490635],"domain_scores_gemma":[0.99676704,0.0016856292,0.00016563352,0.00078160164,0.00036221358,0.0002378642],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015629253,0.00092754717,0.00044501113,0.002901575,0.00070563826,0.0018070698,0.0022042717,0.0010228017,0.015117986],"category_scores_gemma":[0.00555562,0.00047084523,0.00055035745,0.0027550205,0.0005598912,0.0035410277,0.0021210327,0.00076957414,0.005728212],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005153813,0.0006803098,0.0012413979,0.001706937,0.00011410001,0.001014678,0.0012050255,0.003613918,0.038212378,0.045173936,0.034043614,0.87247825],"study_design_scores_gemma":[0.0005541961,0.0008562566,0.006993116,0.0012442324,0.00039727587,0.0036656947,0.0008183968,0.052311003,0.08096879,0.060042314,0.7917321,0.00041659578],"about_ca_topic_score_codex":0.00070186064,"about_ca_topic_score_gemma":0.0009842695,"teacher_disagreement_score":0.015117986,"about_ca_system_score_codex":0.0003993762,"about_ca_system_score_gemma":0.0005240081,"threshold_uncertainty_score":0.05057466},"labels":[],"label_agreement":null},{"id":"W2038744208","doi":"10.1145/585058.585063","title":"Multimedia document engineering in MCF","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Reuse; Multimedia; Abstraction; Software engineering; Granularity; Encapsulation (networking); Human–computer interaction; Formalism (music); Programming language; Engineering","score_opus":0.02877819487212382,"score_gpt":0.29566286936633146,"score_spread":0.26688467449420766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038744208","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03494416,0.009312546,0.8398391,0.0022437444,0.0008823855,0.00013433315,0.00021773337,0.0012445019,0.11118136],"genre_scores_gemma":[0.5164671,0.010170188,0.3266412,0.00047633264,0.001390662,0.00008070144,0.0005962938,0.00052077963,0.14365673],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993092,0.000115317845,0.00004383831,0.00011928677,0.00034643142,0.00006592776],"domain_scores_gemma":[0.9991386,0.0003419017,0.000044058266,0.00014127676,0.00030080896,0.000033296754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065069966,0.0004074492,0.00048861036,0.0016174575,0.00064307824,0.0026220782,0.0006204661,0.0010147159,0.015378527],"category_scores_gemma":[0.0025509365,0.0002915807,0.00035303517,0.0017249172,0.0007637478,0.0025414156,0.0009520379,0.0008109613,0.002843398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012311194,0.000116749834,0.0008373061,0.00041966417,0.00003043125,0.00064253085,0.00037533508,0.048467495,0.02668429,0.29613495,0.023489038,0.60267913],"study_design_scores_gemma":[0.000024155852,0.00017877226,0.0011981782,0.0002657074,0.00006116337,0.0022058224,0.0004990678,0.5366581,0.07472111,0.18352681,0.20059204,0.00006902723],"about_ca_topic_score_codex":0.0033169815,"about_ca_topic_score_gemma":0.0020415199,"teacher_disagreement_score":0.015378527,"about_ca_system_score_codex":0.0010017706,"about_ca_system_score_gemma":0.00039516226,"threshold_uncertainty_score":0.05144632},"labels":[],"label_agreement":null},{"id":"W2039751962","doi":"10.1109/tbc.2009.2021384","title":"From the Guest Editors: IPTV in Multimedia Broadcasting","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Broadcasting","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"IPTV; Standardization; Broadcasting (networking); Multimedia; Computer science; Middleware (distributed applications); Quality of service; Service (business); Telecommunications; Quality (philosophy); Computer network; Database; Operating system","score_opus":0.038686178952932804,"score_gpt":0.3237962463158012,"score_spread":0.28511006736286837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039751962","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00030676523,0.015678678,0.0009270326,0.038619492,0.9325384,0.00003624839,0.00008574754,0.00014273993,0.011664931],"genre_scores_gemma":[0.002892183,0.01607408,0.0005230009,0.013857668,0.8922904,0.000036204347,0.000098247074,0.00018411792,0.07404415],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980913,0.00023582326,0.00021844475,0.00036045018,0.00094556727,0.00014840034],"domain_scores_gemma":[0.99107003,0.0017532439,0.00043049146,0.00027925163,0.004614152,0.0018527678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002308703,0.0019501054,0.0015722518,0.0020834932,0.0018210565,0.0059803473,0.001762305,0.004142294,0.029865513],"category_scores_gemma":[0.00755364,0.0005986554,0.00083533337,0.0014902728,0.0007457123,0.0035354106,0.0017681808,0.008077289,0.02604411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043438497,0.000018025072,0.00009299618,0.0001804457,0.0000060946727,0.000112411486,0.000024489282,0.00006741966,0.0002360975,0.0007196871,0.97092193,0.027576998],"study_design_scores_gemma":[0.0000107559035,0.000050542865,0.00027460937,0.00011792614,0.0000133809735,0.0002688602,0.00004430935,0.00024495667,0.00024708916,0.0004941289,0.99821836,0.000015088874],"about_ca_topic_score_codex":0.00058919226,"about_ca_topic_score_gemma":0.0014250741,"teacher_disagreement_score":0.029865513,"about_ca_system_score_codex":0.0010204216,"about_ca_system_score_gemma":0.0011151115,"threshold_uncertainty_score":0.09991008},"labels":[],"label_agreement":null},{"id":"W2040620689","doi":"10.3166/isi.9.2.61-85","title":"Adaptation de contenus multimédias pour les systèmes d'information pervasifs","year":2004,"lang":"fr","type":"article","venue":"Ingénierie des systèmes d information","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Adaptation (eye); Philosophy; Psychology","score_opus":0.04377855118518765,"score_gpt":0.28094779392408087,"score_spread":0.23716924273889323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040620689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7655119,0.001582858,0.21628113,0.0005539915,0.00026092597,0.00029798056,0.0003169716,0.007229888,0.007964296],"genre_scores_gemma":[0.96500057,0.00026718766,0.030823667,0.000060096438,0.000051934687,0.00010446069,0.00019912551,0.0002755805,0.0032173567],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980319,0.0005168924,0.00012938764,0.0004819134,0.0006609537,0.00017887044],"domain_scores_gemma":[0.99214584,0.004591101,0.00027127852,0.00084222463,0.0018758292,0.00027369734],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002256727,0.0012680938,0.0009868799,0.0013059065,0.00088531716,0.0021365138,0.00090061745,0.0013381011,0.004366684],"category_scores_gemma":[0.015163514,0.0004312408,0.00062700635,0.0005846697,0.0007526704,0.0019224609,0.0010158176,0.0010240166,0.00084711885],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027711522,0.00092661,0.016033588,0.0005334136,0.0002547094,0.0006751354,0.0017680455,0.23122582,0.22713459,0.0026460274,0.0022287737,0.51380223],"study_design_scores_gemma":[0.00012884106,0.0010417079,0.022463715,0.00005067183,0.00017609645,0.00044390495,0.0004888677,0.8328481,0.13288698,0.0030028382,0.0063720704,0.00009624182],"about_ca_topic_score_codex":0.0102533335,"about_ca_topic_score_gemma":0.005151594,"teacher_disagreement_score":0.0102533335,"about_ca_system_score_codex":0.001278612,"about_ca_system_score_gemma":0.0007301853,"threshold_uncertainty_score":0.020387292},"labels":[],"label_agreement":null},{"id":"W2041741921","doi":"10.1145/330160.330194","title":"MVIP—audio enabled multicast VNet","year":2000,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications Research Centre Canada","funders":"University of Ottawa; University College London; U.S. Department of Defense","keywords":"VRML; Multicast; Computer science; Java; IP multicast; Interface (matter); Computer network; Operating system; Multimedia; Virtual reality","score_opus":0.025864204097390427,"score_gpt":0.33448439423224313,"score_spread":0.3086201901348527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041741921","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029696513,0.00049283484,0.92609954,0.00017872376,0.00024910527,0.00021291847,0.00027091743,0.013457375,0.029342096],"genre_scores_gemma":[0.5652868,0.000869887,0.39797696,0.00033336386,0.0003121835,0.00039312162,0.0014797586,0.0013381842,0.032009553],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99911994,0.00017211065,0.000051792093,0.00010755239,0.0003884922,0.00016011999],"domain_scores_gemma":[0.9993832,0.00015381187,0.00004328391,0.00016943073,0.00018147418,0.00006879233],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079102145,0.00035731826,0.0004306702,0.00066080823,0.0005433438,0.0011624985,0.0020001763,0.00066415133,0.0061221574],"category_scores_gemma":[0.0016071666,0.00021373892,0.0002707573,0.00046024358,0.00028517272,0.001491496,0.0023524505,0.00080556376,0.0013547686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019485534,0.00027582233,0.002303685,0.00043818398,0.00009662422,0.0010638903,0.000803356,0.012794626,0.11448606,0.07339382,0.021109786,0.7712856],"study_design_scores_gemma":[0.00035177107,0.0016547756,0.0028931417,0.00020973194,0.00022698395,0.0029665872,0.00045229233,0.34814882,0.19067295,0.037123866,0.41510698,0.00019214614],"about_ca_topic_score_codex":0.00079191476,"about_ca_topic_score_gemma":0.0007357243,"teacher_disagreement_score":0.0061221574,"about_ca_system_score_codex":0.00040108454,"about_ca_system_score_gemma":0.00036212907,"threshold_uncertainty_score":0.020480692},"labels":[],"label_agreement":null},{"id":"W2042907370","doi":"10.1145/1459359.1459428","title":"MultiPresenter","year":2008,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Presentation (obstetrics); Laptop; Computer science; Multimedia; Focus (optics); Process (computing); Variety (cybernetics); Space (punctuation); Human–computer interaction; World Wide Web; Artificial intelligence","score_opus":0.10323219280825939,"score_gpt":0.3702750029747631,"score_spread":0.2670428101665037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042907370","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008600478,0.00223599,0.7317061,0.0019239417,0.0026977942,0.00093011337,0.0029449123,0.13328782,0.115672894],"genre_scores_gemma":[0.067402564,0.0027219777,0.5742809,0.0026843813,0.001518355,0.0013513839,0.009146493,0.024652699,0.3162413],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982475,0.0003680493,0.00011433703,0.00030994634,0.00079240924,0.00016770478],"domain_scores_gemma":[0.9961461,0.0010131687,0.00021713467,0.00085985125,0.000958511,0.000805116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022292933,0.0013444364,0.0008162518,0.0016018365,0.0011053608,0.0046596215,0.0037278756,0.0026687903,0.18148753],"category_scores_gemma":[0.007931797,0.00091380056,0.0011590184,0.0006995808,0.0005631386,0.007076043,0.0063477852,0.0023711538,0.052370068],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006814715,0.00036414794,0.0013628753,0.0015017451,0.000076638455,0.0006927257,0.001455471,0.0012983308,0.027545376,0.03578984,0.36309245,0.5661388],"study_design_scores_gemma":[0.00009131143,0.00023737975,0.00057181495,0.0001426329,0.000043753203,0.0013245499,0.00011781761,0.004979474,0.009668639,0.006131298,0.9766019,0.000089335306],"about_ca_topic_score_codex":0.0004497838,"about_ca_topic_score_gemma":0.0008247807,"teacher_disagreement_score":0.18148753,"about_ca_system_score_codex":0.0006429762,"about_ca_system_score_gemma":0.0010716598,"threshold_uncertainty_score":0.60713625},"labels":[],"label_agreement":null},{"id":"W2046298869","doi":"10.1145/1101149.1101204","title":"JADE","year":2005,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"JADE (particle detector); Computer science; Multimedia; Set (abstract data type); Quality (philosophy); World Wide Web","score_opus":0.03562823961156308,"score_gpt":0.38536429485823515,"score_spread":0.34973605524667206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046298869","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008080528,0.0038051482,0.46066943,0.0029665714,0.004177488,0.0010682367,0.013611155,0.17499681,0.33062467],"genre_scores_gemma":[0.04392489,0.004211188,0.5317262,0.0027886226,0.0010358836,0.0011193582,0.050612397,0.028198842,0.33638263],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99777764,0.0004033164,0.00026654307,0.0004195619,0.00087600463,0.0002568723],"domain_scores_gemma":[0.99541384,0.00081175717,0.0002336726,0.0016575125,0.0013034205,0.0005799224],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003035756,0.0010260292,0.0011161227,0.0024599396,0.0016565763,0.007483042,0.0039563957,0.0023045768,0.121761136],"category_scores_gemma":[0.007118058,0.0010608314,0.0012759033,0.001631051,0.0007277906,0.005715278,0.0035743215,0.00317279,0.121009916],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010487473,0.00050799834,0.0013753547,0.0010088527,0.00010177402,0.00045131447,0.0005906145,0.002764606,0.012194814,0.12232423,0.49373797,0.36389378],"study_design_scores_gemma":[0.00009482213,0.00008672694,0.00030422094,0.000091966656,0.000029328532,0.00034829907,0.000043815144,0.006105711,0.0036802927,0.009271082,0.97989273,0.00005098482],"about_ca_topic_score_codex":0.001764358,"about_ca_topic_score_gemma":0.003040141,"teacher_disagreement_score":0.87823886,"about_ca_system_score_codex":0.0007902654,"about_ca_system_score_gemma":0.0015848366,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2047222971","doi":"10.2316/journal.208.2004.4.208-0821","title":"Patterns for Designing Adaptive/Adaptable Educational Hypermedia","year":2004,"lang":"en","type":"article","venue":"Advanced Technology for Learning","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Hypermedia; Class (philosophy); Learning styles; Subject (documents); Multimedia; Adaptive hypermedia; Adaptive learning; Mathematics education; World Wide Web; Psychology; Artificial intelligence","score_opus":0.0301799588106853,"score_gpt":0.33986715124089484,"score_spread":0.30968719243020953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047222971","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030047674,0.00014459467,0.9614114,0.00044766584,0.00005007916,0.0008044264,0.00010627694,0.0016448153,0.005343097],"genre_scores_gemma":[0.12601031,0.00021185541,0.8679436,0.00011221272,0.000013709044,0.0009910424,0.00034314833,0.00037189372,0.0040022014],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9942311,0.0017944411,0.0010974639,0.00094916194,0.0015207765,0.0004070364],"domain_scores_gemma":[0.9918234,0.0029815426,0.00094989507,0.0023165778,0.0015465142,0.00038215678],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053426046,0.00096895866,0.0005976136,0.0018058685,0.00097145163,0.003841593,0.0024892916,0.0017981585,0.0029611308],"category_scores_gemma":[0.018225826,0.001517898,0.0010225308,0.0013900747,0.001933789,0.006417139,0.0029377774,0.0017073107,0.0012119395],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046028543,0.0008633123,0.029086772,0.0021028602,0.0002738067,0.0016652583,0.016490102,0.03285968,0.053388294,0.167419,0.007289656,0.688101],"study_design_scores_gemma":[0.00032663185,0.0012669815,0.012700314,0.0017337289,0.00067931367,0.0030574962,0.012589094,0.3399664,0.09287296,0.33928543,0.19520341,0.00031822763],"about_ca_topic_score_codex":0.0019931071,"about_ca_topic_score_gemma":0.0037523697,"teacher_disagreement_score":0.0053426046,"about_ca_system_score_codex":0.0007646989,"about_ca_system_score_gemma":0.001361848,"threshold_uncertainty_score":0.028254747},"labels":[],"label_agreement":null},{"id":"W2049086696","doi":"10.1142/s0219467803001044","title":"PERSONALIZED FACE ANIMATION IN SHOWFACE SYSTEM","year":2003,"lang":"en","type":"article","venue":"International Journal of Image and Graphics","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Animation; Parsing; Component (thermodynamics); Multimedia; Computer facial animation; Face (sociological concept); Presentation (obstetrics); Visual modeling; Human–computer interaction; Computer animation; Computer graphics (images); Artificial intelligence; Programming language; Unified Modeling Language","score_opus":0.023523551788536254,"score_gpt":0.33977879203314665,"score_spread":0.3162552402446104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049086696","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058825705,0.00021557845,0.9012594,0.00044674,0.00013664385,0.00020525607,0.00024707447,0.02378663,0.014876914],"genre_scores_gemma":[0.5167996,0.0005356658,0.44134772,0.00036881113,0.00022289732,0.00035120355,0.0012315356,0.0014763155,0.037666287],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99968207,0.00007467155,0.000013694237,0.00006124264,0.00012143621,0.000046870682],"domain_scores_gemma":[0.99966633,0.00011059577,0.000018105042,0.00008913968,0.000058386908,0.00005740775],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044640983,0.00039211372,0.00058142043,0.00038225274,0.0005424897,0.00083780737,0.0009371655,0.0011981147,0.0129683595],"category_scores_gemma":[0.001299826,0.00028786558,0.00038114816,0.00018525543,0.00024583688,0.0017108758,0.0012738415,0.00075269124,0.0027225346],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015300821,0.00037085733,0.002509443,0.00026578142,0.00006383543,0.0021421812,0.0011145511,0.039992426,0.23080395,0.033873547,0.049656667,0.63767666],"study_design_scores_gemma":[0.00014138507,0.00038968225,0.0030359384,0.000043539345,0.00006778194,0.0021080915,0.00021339266,0.7269737,0.1493349,0.013830484,0.103739694,0.0001214718],"about_ca_topic_score_codex":0.0010713235,"about_ca_topic_score_gemma":0.0009913051,"teacher_disagreement_score":0.0129683595,"about_ca_system_score_codex":0.00031190907,"about_ca_system_score_gemma":0.0002360595,"threshold_uncertainty_score":0.04338348},"labels":[],"label_agreement":null},{"id":"W2051137223","doi":"10.1145/584955.584990","title":"Live documents with contextual, data-driven information components","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Scalable Vector Graphics; Computer science; Documentation; Implementation; Repurposing; Field (mathematics); Scalability; Graphics; Multimedia; World Wide Web; Software; Key (lock); Software engineering; Database; Programming language","score_opus":0.09633700067065835,"score_gpt":0.33071894570519667,"score_spread":0.2343819450345383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051137223","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01342661,0.0015492367,0.9600382,0.001758611,0.00022708577,0.00035599546,0.000965218,0.0047932826,0.016885787],"genre_scores_gemma":[0.15827297,0.0016568967,0.8187827,0.0006815036,0.00035489412,0.00056935026,0.0018423601,0.0013544906,0.016484853],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99428153,0.0017179976,0.0006052438,0.0008195393,0.0022598468,0.0003159476],"domain_scores_gemma":[0.9765163,0.0092420615,0.0017276444,0.008819581,0.002837618,0.00085676025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004327923,0.000833623,0.0006913267,0.0028394174,0.0015280589,0.010248733,0.0026235287,0.0027955074,0.007887531],"category_scores_gemma":[0.02186785,0.00090023305,0.0007142492,0.0044847024,0.0041732993,0.01600738,0.0055939374,0.0026775377,0.003133909],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041159673,0.00017377103,0.0018091751,0.0009692489,0.00005434033,0.0010257268,0.005909519,0.009886922,0.017690012,0.6315299,0.023064697,0.30747512],"study_design_scores_gemma":[0.00013582915,0.00025022004,0.0010721055,0.0005114068,0.00009035859,0.0017438006,0.001502194,0.030784894,0.039716974,0.2145959,0.70942897,0.00016732575],"about_ca_topic_score_codex":0.0026991435,"about_ca_topic_score_gemma":0.0017544935,"teacher_disagreement_score":0.010248733,"about_ca_system_score_codex":0.0015109557,"about_ca_system_score_gemma":0.0021548048,"threshold_uncertainty_score":0.02638644},"labels":[],"label_agreement":null},{"id":"W2051708150","doi":"10.1117/12.483908","title":"&lt;title&gt;Efficient VOD Broadcasting Scheme with User Bandwidth Limit&lt;/title&gt;","year":2003,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Bandwidth (computing); Computer network; Broadcasting (networking); Limiting; Fibonacci number; Scalability; Scheme (mathematics); Operating system; Engineering; Mathematics","score_opus":0.01646651612903175,"score_gpt":0.2500011895961997,"score_spread":0.23353467346716797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051708150","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13135724,0.002570447,0.8211998,0.0012593588,0.0005953929,0.00026618314,0.000538188,0.002623643,0.039589837],"genre_scores_gemma":[0.8044014,0.00082906237,0.17680351,0.00040276104,0.00021808309,0.00017347583,0.0006638001,0.0001084968,0.016399492],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996964,0.00006643554,0.000020424583,0.000037165806,0.000101681326,0.00007801079],"domain_scores_gemma":[0.9993906,0.0001284048,0.000033408884,0.00014842949,0.00023865045,0.00006050612],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004369592,0.0002832264,0.0006627994,0.00066548376,0.0007486562,0.00054440077,0.0009063058,0.00056097907,0.0045178533],"category_scores_gemma":[0.0009165255,0.00017115081,0.00023086855,0.00067505846,0.00042498347,0.00083069387,0.0006614667,0.0005760358,0.0010915799],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024095532,0.00024312797,0.001607276,0.00047448138,0.00007543053,0.00055621826,0.0003681367,0.031188427,0.3198771,0.09508709,0.027352728,0.5207605],"study_design_scores_gemma":[0.0005492153,0.0005937228,0.0017696614,0.000112728805,0.000084302854,0.0013464487,0.00022639584,0.7558388,0.13339269,0.037044648,0.0688484,0.00019307532],"about_ca_topic_score_codex":0.0025037301,"about_ca_topic_score_gemma":0.0033951728,"teacher_disagreement_score":0.99548215,"about_ca_system_score_codex":0.0008740199,"about_ca_system_score_gemma":0.0006493559,"threshold_uncertainty_score":0.015113711},"labels":[],"label_agreement":null},{"id":"W2052394495","doi":"10.1145/1243441.1243450","title":"Ajax live regions","year":2007,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Mozilla Foundation","keywords":"Ajax; Computer science; World Wide Web; Web application","score_opus":0.056877198692561345,"score_gpt":0.38912190133794317,"score_spread":0.3322447026453818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052394495","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020629957,0.0031581959,0.23663643,0.0029838202,0.0024068253,0.00061990524,0.012179556,0.20265692,0.5187284],"genre_scores_gemma":[0.20886599,0.0031958958,0.27820614,0.0029795147,0.0013460454,0.0013196719,0.0223812,0.031006733,0.45069876],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992343,0.000150708,0.000047132555,0.00015947993,0.00031848674,0.00008977224],"domain_scores_gemma":[0.99800414,0.0005027469,0.00012437593,0.0005462098,0.00055999635,0.00026258267],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010747955,0.0006878131,0.00050805334,0.0009839339,0.0017214565,0.0030441193,0.001767549,0.001275786,0.092615746],"category_scores_gemma":[0.0032040668,0.00051210215,0.00059221755,0.00093504594,0.0005241033,0.003920015,0.0029932286,0.0016225545,0.035093043],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014217233,0.0001858226,0.0013390232,0.0011765733,0.00006151223,0.0012000419,0.0027559472,0.001591541,0.026905637,0.053194247,0.5972123,0.31295565],"study_design_scores_gemma":[0.0000658097,0.000064597356,0.0008210893,0.000071705836,0.000019265399,0.0005276442,0.00021080261,0.0022409987,0.005229066,0.0043206043,0.9863853,0.000043089305],"about_ca_topic_score_codex":0.0028037678,"about_ca_topic_score_gemma":0.0045695743,"teacher_disagreement_score":0.092615746,"about_ca_system_score_codex":0.0004631403,"about_ca_system_score_gemma":0.0007782376,"threshold_uncertainty_score":0.30983055},"labels":[],"label_agreement":null},{"id":"W2052654192","doi":"10.1109/innovations.2008.4781676","title":"Energy optimization in mobile TV broadcast networks","year":2008,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Base station; Broadcasting (networking); Testbed; Schedule; Computer network; Energy consumption; Real-time computing; Efficient energy use; Scheduling (production processes); Energy (signal processing); Radio broadcasting; Wireless; Mobile telephony; Mobile radio; Telecommunications; Engineering; Electrical engineering","score_opus":0.024166912489359215,"score_gpt":0.2905272411357017,"score_spread":0.2663603286463425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052654192","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.073220156,0.0021579622,0.91009367,0.00092033856,0.00009363566,0.00013194862,0.00018751767,0.00019296909,0.013001878],"genre_scores_gemma":[0.862789,0.0021265985,0.12873738,0.00017091546,0.00012379594,0.00020370401,0.00020603937,0.00010102966,0.005541523],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994154,0.00028144283,0.000014354918,0.00007923937,0.00011024697,0.00009948592],"domain_scores_gemma":[0.99879336,0.0009644996,0.0000859745,0.000040606752,0.00007714455,0.000038373135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009794538,0.00096659584,0.001079847,0.0005343113,0.00065399095,0.0011746521,0.00097648846,0.001115452,0.0019456152],"category_scores_gemma":[0.0026184258,0.00052844087,0.00042320223,0.0013549306,0.0012649008,0.0014142987,0.00066062313,0.0009771972,0.00024231507],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006440394,0.00004515034,0.00023008333,0.00007864401,0.000019210702,0.000048164427,0.000045453195,0.95500016,0.00077909156,0.028326644,0.0010078176,0.014355067],"study_design_scores_gemma":[0.000020535792,0.00002968009,0.00013815674,0.000007972929,0.000007780144,0.00002129089,0.000041309893,0.96446025,0.00044943593,0.033558466,0.0012599574,0.0000050819035],"about_ca_topic_score_codex":0.0049236156,"about_ca_topic_score_gemma":0.0037014754,"teacher_disagreement_score":0.0049236156,"about_ca_system_score_codex":0.002014856,"about_ca_system_score_gemma":0.0009832499,"threshold_uncertainty_score":0.014618933},"labels":[],"label_agreement":null},{"id":"W2055584271","doi":"10.1524/icom.2012.0022","title":"Be-greifbare Interaktionen mit grössenveränderbaren Bildschirmen","year":2012,"lang":"de","type":"article","venue":"i-com","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Humanities; Art; Physics","score_opus":0.05059676114044345,"score_gpt":0.3320837010676849,"score_spread":0.2814869399272415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2055584271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.53119993,0.0038423005,0.3019774,0.0035735655,0.00051996583,0.000434164,0.001143524,0.0021424764,0.15516672],"genre_scores_gemma":[0.88761306,0.0016647021,0.072508514,0.0003214399,0.00009110178,0.00019312491,0.00059495,0.00020545693,0.036807615],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99619305,0.0009871437,0.00020229518,0.0006312811,0.0015533891,0.00043281476],"domain_scores_gemma":[0.9959686,0.0016586197,0.0005965322,0.0006518904,0.00082231127,0.00030217232],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002356189,0.001025528,0.00059836387,0.0021577608,0.002389427,0.00856256,0.0011048449,0.002253619,0.021300107],"category_scores_gemma":[0.008037449,0.0006604745,0.00080958265,0.00242967,0.0022518977,0.0068040793,0.0063978713,0.0013057746,0.005188224],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014075459,0.00048848166,0.049897093,0.001948141,0.00019727777,0.006972826,0.043762665,0.029696751,0.10933585,0.26371226,0.017604278,0.4749768],"study_design_scores_gemma":[0.00014174732,0.0008949805,0.06239349,0.0015583459,0.00041226798,0.009747679,0.06061073,0.10283739,0.14049819,0.1939041,0.42637545,0.00062557036],"about_ca_topic_score_codex":0.004294785,"about_ca_topic_score_gemma":0.0026656268,"teacher_disagreement_score":0.021300107,"about_ca_system_score_codex":0.0022096268,"about_ca_system_score_gemma":0.0011899162,"threshold_uncertainty_score":0.07125598},"labels":[],"label_agreement":null},{"id":"W2061184746","doi":"10.1108/eum0000000005741","title":"Designing and developing multimedia CD‐ROMs: lessons from the <i>Treasures of Islam</i>","year":2001,"lang":"en","type":"article","venue":"Online Information Review","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Exhibition; Computer science; Islam; Interface (matter); Multimedia; Metaphor; World Wide Web; Video editing; Inclusion (mineral); User interface; Visual arts; Art; Sociology; History; Linguistics; Operating system","score_opus":0.07064933253509811,"score_gpt":0.3769788926885982,"score_spread":0.3063295601535001,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2061184746","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2689088,0.097303376,0.20451194,0.12282756,0.0024568627,0.0018577996,0.0003420373,0.0013895889,0.300402],"genre_scores_gemma":[0.4448999,0.072015636,0.36330718,0.0057619605,0.0010165004,0.00077752233,0.0003220934,0.0007952752,0.111103944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99708945,0.0019031852,0.00012437256,0.00011426518,0.0006294962,0.00013931523],"domain_scores_gemma":[0.9911259,0.0063290014,0.00022034973,0.00030707344,0.0015953257,0.00042239478],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0067730644,0.00054200616,0.00035443078,0.001111486,0.001975715,0.004858388,0.0015531746,0.0015850223,0.004003296],"category_scores_gemma":[0.014074315,0.0003820023,0.00027156778,0.001022545,0.001872904,0.0045903283,0.0013351821,0.0012856292,0.0021249582],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006392383,0.00032108495,0.0016021655,0.0019831792,0.000019201816,0.0012843148,0.044490978,0.001432314,0.0037348326,0.02590959,0.067980655,0.85117775],"study_design_scores_gemma":[0.00007308886,0.000466651,0.005774878,0.0014243497,0.000044781213,0.0019608983,0.06623551,0.0026888289,0.0077216034,0.017343406,0.89618367,0.00008230181],"about_ca_topic_score_codex":0.005809573,"about_ca_topic_score_gemma":0.019058114,"teacher_disagreement_score":0.0067730644,"about_ca_system_score_codex":0.0017605663,"about_ca_system_score_gemma":0.0016652159,"threshold_uncertainty_score":0.03581983},"labels":[],"label_agreement":null},{"id":"W2062146540","doi":"10.1145/1178477.1178508","title":"The future of video","year":2005,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Multimedia; Video production; Cinematography; Quality (philosophy); Set (abstract data type); High-definition television; Movie theater; High-definition video; Presentation (obstetrics); Scale (ratio); Computer graphics (images); Telecommunications; Visual arts; Art","score_opus":0.015596777664208368,"score_gpt":0.3297578650117564,"score_spread":0.31416108734754805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062146540","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010072943,0.23852526,0.015068697,0.08782108,0.006904857,0.000045956884,0.0003019558,0.00025601347,0.64100325],"genre_scores_gemma":[0.41057247,0.2975972,0.018204039,0.0136669,0.015084962,0.00013570505,0.00049087306,0.00028716295,0.24396072],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907184,0.00028900825,0.00003095871,0.00012568122,0.00033856998,0.00014389266],"domain_scores_gemma":[0.9981585,0.00064484274,0.00011165822,0.00019047433,0.00054111844,0.0003533531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013309042,0.00032042686,0.00021999657,0.0012234086,0.0017927395,0.008063345,0.00087222585,0.0022825708,0.019478584],"category_scores_gemma":[0.0032682023,0.00010798817,0.00021629335,0.0012816185,0.0036866318,0.009059013,0.0018134795,0.0020672106,0.0030699493],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035357276,0.000014946575,0.00027847858,0.00023318805,0.0000047849044,0.00012712563,0.0021553212,0.00016892611,0.0005282806,0.6961462,0.07560685,0.2247006],"study_design_scores_gemma":[0.0000037066486,0.000015705353,0.00025795616,0.00029638378,0.0000029381345,0.0002497973,0.0013679836,0.00024533004,0.00019252136,0.058776192,0.938584,0.0000075722287],"about_ca_topic_score_codex":0.0036780685,"about_ca_topic_score_gemma":0.0033102087,"teacher_disagreement_score":0.019478584,"about_ca_system_score_codex":0.002708736,"about_ca_system_score_gemma":0.0019308241,"threshold_uncertainty_score":0.06516236},"labels":[],"label_agreement":null},{"id":"W2062685898","doi":"10.5210/fm.v10i5.1238","title":"MusicGrid: A case study in broadband video collaboration","year":2005,"lang":"en","type":"article","venue":"First Monday","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Software deployment; Broadband; The Internet; Scale (ratio); Internet access; Internet video; Telecommunications; Computer science; Business; World Wide Web; Geography","score_opus":0.03048453555158593,"score_gpt":0.34878912127886014,"score_spread":0.3183045857272742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2062685898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9433982,0.000656661,0.008770167,0.005203955,0.00009236682,0.00037047936,0.00017974571,0.00010181107,0.04122657],"genre_scores_gemma":[0.97446376,0.0008362757,0.009968377,0.0007090181,0.00005928615,0.00019149653,0.00011188401,0.00005735693,0.013602552],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9944758,0.0039071287,0.00012763549,0.0003139993,0.00052752014,0.00064791733],"domain_scores_gemma":[0.9949073,0.0027409282,0.00038676398,0.00024536258,0.00031597586,0.0014036723],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003298612,0.0005772559,0.0003883716,0.0012377665,0.014207392,0.0036845745,0.0020698514,0.0051967413,0.004218297],"category_scores_gemma":[0.0087520005,0.00034448307,0.0003982313,0.00223784,0.0033898365,0.0029377132,0.0042623733,0.0019052732,0.00071262906],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006488231,0.003287914,0.03528329,0.00089330756,0.00007347198,0.15913148,0.6180811,0.0037017635,0.006272096,0.0580291,0.021174252,0.093423404],"study_design_scores_gemma":[0.0001518951,0.0009995444,0.0122144185,0.00037963112,0.00004695306,0.03111368,0.7919527,0.004071199,0.003935805,0.007647693,0.1473928,0.000093630566],"about_ca_topic_score_codex":0.019219166,"about_ca_topic_score_gemma":0.048134685,"teacher_disagreement_score":0.019219166,"about_ca_system_score_codex":0.0035401713,"about_ca_system_score_gemma":0.0026647118,"threshold_uncertainty_score":0.038214564},"labels":[],"label_agreement":null},{"id":"W2064063012","doi":"10.13187/ejced.2013.4.117","title":"Creating a YouTube-Like Collaborative Environment in Mathematics: Integrating Animated GeoGebra Constructions and Student-Generated Screencast Videos","year":2013,"lang":"en","type":"article","venue":"European Journal of Contemporary Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Educational technology; Mathematics education; Computer science; Technology integration; Multimedia; Spatial ability; Computer software; Psychology; Cognition","score_opus":0.025933947530470992,"score_gpt":0.2973989942074541,"score_spread":0.27146504667698307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064063012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39151803,0.0006234533,0.34890085,0.0029814888,0.0007347318,0.001584947,0.0012920721,0.006392638,0.24597178],"genre_scores_gemma":[0.73482233,0.00072170224,0.18975364,0.00040202565,0.00028189493,0.001129405,0.0013821089,0.0012239821,0.07028296],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9992812,0.00038505497,0.000027639873,0.00006174413,0.00016246481,0.00008184333],"domain_scores_gemma":[0.9986357,0.00066412764,0.00006124935,0.00021297338,0.00016456113,0.00026144358],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011065919,0.00044817588,0.00024211346,0.0010738453,0.0010633538,0.002696684,0.000726849,0.0007305322,0.015794773],"category_scores_gemma":[0.0035096419,0.00015105346,0.00034542853,0.00068690715,0.0011662146,0.0027937284,0.0035709941,0.0006500026,0.0022758555],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00084411004,0.0010679285,0.008587175,0.0017599644,0.00010516561,0.0048679844,0.11689427,0.0077701123,0.094282836,0.15531665,0.06608051,0.54242325],"study_design_scores_gemma":[0.00027702397,0.0007588264,0.009410541,0.0006453654,0.00008232011,0.0015814432,0.030163022,0.021322457,0.032437466,0.029608525,0.8735014,0.00021161654],"about_ca_topic_score_codex":0.0015052367,"about_ca_topic_score_gemma":0.0041429135,"teacher_disagreement_score":0.015794773,"about_ca_system_score_codex":0.00048651017,"about_ca_system_score_gemma":0.00073577615,"threshold_uncertainty_score":0.052838802},"labels":[],"label_agreement":null},{"id":"W2073887220","doi":"10.1109/tce.2004.1362513","title":"Design and implementation of user interface for mobile devices","year":2004,"lang":"en","type":"article","venue":"IEEE Transactions on Consumer Electronics","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"General Packet Radio Service; Computer science; Bluetooth; User interface design; User interface; Mobile device; Interface (matter); 10-foot user interface; Mobile computing; Natural user interface; Embedded system; Serial port; Computer network; GSM; Wireless; Human–computer interaction; Telecommunications; Operating system; Software","score_opus":0.02680795369628322,"score_gpt":0.36215243986884954,"score_spread":0.3353444861725663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073887220","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0042069643,0.00035931283,0.98414654,0.00009725898,0.0001247316,0.0005594325,0.000075533935,0.0062298183,0.00420031],"genre_scores_gemma":[0.101963066,0.00059639924,0.8802614,0.00036681225,0.00010417573,0.0015803934,0.0004884749,0.0008495698,0.013789724],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99841654,0.000395947,0.00019629567,0.0002119101,0.0006353657,0.00014403833],"domain_scores_gemma":[0.9989905,0.00018773756,0.000046092402,0.00013713539,0.0005618954,0.00007671908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010476485,0.00088271155,0.0007012262,0.0006292096,0.00040277193,0.0016048201,0.0022042592,0.0013414768,0.0072460948],"category_scores_gemma":[0.0029348151,0.0005541843,0.00056080887,0.00037317484,0.00028722818,0.0010947796,0.0008209074,0.0010531433,0.0038159383],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006884989,0.00030032857,0.0023351312,0.0018332764,0.00020800238,0.0017769453,0.0020118307,0.008364731,0.26383525,0.03793444,0.02383301,0.6568786],"study_design_scores_gemma":[0.00036518247,0.001854966,0.0046118773,0.00046925116,0.00037823696,0.00460055,0.0003951276,0.23121254,0.30432093,0.008433798,0.44307837,0.0002791885],"about_ca_topic_score_codex":0.00053179066,"about_ca_topic_score_gemma":0.00027967663,"teacher_disagreement_score":0.0072460948,"about_ca_system_score_codex":0.00023096762,"about_ca_system_score_gemma":0.0004123932,"threshold_uncertainty_score":0.024240613},"labels":[],"label_agreement":null},{"id":"W2073894233","doi":"10.1109/mmul.2003.1218258","title":"Internet delivery of MPEG-4 object-based multimedia","year":2003,"lang":"en","type":"article","venue":"IEEE Multimedia","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Multimedia; The Internet; MPEG-4; Wireless; Object (grammar); Multiplexing; Computer network; World Wide Web; Telecommunications; Artificial intelligence","score_opus":0.04417278508475286,"score_gpt":0.3080657753147977,"score_spread":0.2638929902300448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073894233","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05064353,0.0035753709,0.8311244,0.00067733054,0.00077525136,0.00090462586,0.0008715595,0.0090331845,0.10239466],"genre_scores_gemma":[0.29354513,0.007768173,0.5721619,0.0005049671,0.00079081353,0.00054557336,0.0037685386,0.000972991,0.11994187],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99972993,0.000039629074,0.000017905579,0.000019219373,0.00015384292,0.000039424835],"domain_scores_gemma":[0.9996662,0.00005716027,0.000027308712,0.00007761602,0.00014110826,0.000030623356],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005611917,0.00042376152,0.00025038244,0.0014029653,0.0005622137,0.0011342155,0.0007297884,0.00046232826,0.007825294],"category_scores_gemma":[0.0010217251,0.00017198021,0.00022069893,0.000976155,0.0002678664,0.00093305105,0.0006261163,0.00043207075,0.0038108644],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003117564,0.00028213084,0.0012932003,0.0003058516,0.000053501233,0.0007518676,0.00037048565,0.0054177595,0.15064748,0.077788144,0.032088913,0.730689],"study_design_scores_gemma":[0.00017782985,0.0006981056,0.002965058,0.00016308176,0.00019472279,0.0018389354,0.00024064552,0.081847966,0.37499043,0.029337667,0.5074274,0.00011818139],"about_ca_topic_score_codex":0.0012122979,"about_ca_topic_score_gemma":0.0010159338,"teacher_disagreement_score":0.007825294,"about_ca_system_score_codex":0.00049590314,"about_ca_system_score_gemma":0.00038448852,"threshold_uncertainty_score":0.026178181},"labels":[],"label_agreement":null},{"id":"W2075560215","doi":"10.5383/juspn.02.01.003","title":"Context-based Integrated Suites for News Delivery System","year":2011,"lang":"en","type":"article","venue":"Journal of Ubiquitous Systems and Pervasive Networks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Delivery system; Computer science; World Wide Web; Biology; Engineering; Biomedical engineering","score_opus":0.05764427042650719,"score_gpt":0.28216628992635234,"score_spread":0.22452201949984515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075560215","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06873854,0.0014066097,0.6891028,0.00042032648,0.0003003683,0.002057894,0.002596945,0.22286335,0.012513158],"genre_scores_gemma":[0.4814608,0.0011187947,0.48773926,0.0005581759,0.00032410992,0.0012048513,0.0077478094,0.0016254042,0.018220842],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992865,0.00010966663,0.00012196499,0.0001482928,0.0002646344,0.00006902447],"domain_scores_gemma":[0.99890566,0.0001962956,0.00011094849,0.00020888704,0.0003511727,0.00022697753],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001128274,0.00088355964,0.0010802833,0.0017476702,0.00060847274,0.001671405,0.0014273592,0.0007012455,0.0053420374],"category_scores_gemma":[0.002338166,0.00053729356,0.0005571032,0.0007816286,0.00023581744,0.0014231977,0.0012836617,0.0008988334,0.0025247484],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029854788,0.0016664555,0.015880343,0.0011921587,0.00057278486,0.0032546814,0.001640938,0.017398251,0.114610896,0.016800936,0.08548124,0.7385159],"study_design_scores_gemma":[0.0006129721,0.0016591991,0.014368559,0.00024470538,0.0009656399,0.0035517353,0.0005518136,0.6326451,0.13532317,0.008938902,0.20074259,0.00039560717],"about_ca_topic_score_codex":0.003541699,"about_ca_topic_score_gemma":0.0026950187,"teacher_disagreement_score":0.0053420374,"about_ca_system_score_codex":0.00049157516,"about_ca_system_score_gemma":0.000878296,"threshold_uncertainty_score":0.017870903},"labels":[],"label_agreement":null},{"id":"W2078781040","doi":"10.1145/2556288.2557106","title":"Visualization of personal history for video navigation","year":2014,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Timeline; Automatic summarization; Computer science; Visualization; Heuristics; Multimedia; Human–computer interaction; Artificial intelligence","score_opus":0.04547561509145407,"score_gpt":0.3550512177317117,"score_spread":0.30957560264025763,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078781040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5323689,0.003865903,0.40613776,0.0013504507,0.00043543655,0.00072678935,0.0048351586,0.0102898935,0.039989714],"genre_scores_gemma":[0.7725952,0.0011957574,0.21984647,0.00010477533,0.0001149828,0.00031582118,0.0015208715,0.00046119466,0.0038450193],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99971634,0.00015113657,0.000015680707,0.000032745607,0.000059460093,0.000024545589],"domain_scores_gemma":[0.9970196,0.0018645347,0.0002511316,0.00026576815,0.00042705436,0.00017190023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007562206,0.00071559305,0.00022713732,0.0013358906,0.0003137214,0.0013103336,0.0003411659,0.00035361585,0.009368446],"category_scores_gemma":[0.006118619,0.00016958853,0.0002689863,0.00091319386,0.00019284985,0.001480549,0.0007279727,0.00043857892,0.00065804395],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036819868,0.0004191366,0.028480573,0.0035933715,0.0001534268,0.0012934781,0.023839682,0.011603214,0.08966005,0.01751729,0.031973798,0.787784],"study_design_scores_gemma":[0.00064227433,0.003523223,0.17231464,0.003992015,0.00074088783,0.004864757,0.020972153,0.2554567,0.085067905,0.02853794,0.42320803,0.00067949056],"about_ca_topic_score_codex":0.0016174398,"about_ca_topic_score_gemma":0.002890455,"teacher_disagreement_score":0.009368446,"about_ca_system_score_codex":0.00025866256,"about_ca_system_score_gemma":0.00038284282,"threshold_uncertainty_score":0.0313406},"labels":[],"label_agreement":null},{"id":"W2079037666","doi":"10.1007/s11227-013-0945-4","title":"Editorial of special section on multimedia applications and ubiquitous computing","year":2013,"lang":"en","type":"article","venue":"The Journal of Supercomputing","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Computer science; Special section; Section (typography); Multimedia; Ubiquitous computing; World Wide Web; Human–computer interaction; Operating system","score_opus":0.017995472763727188,"score_gpt":0.2946090274617738,"score_spread":0.2766135546980466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079037666","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006035227,0.0017542898,0.00008615845,0.009923931,0.9874981,0.000015401054,0.00003350839,0.00002093912,0.00060725847],"genre_scores_gemma":[0.00041453063,0.0013248468,0.000060384005,0.006638033,0.9886507,0.000015515483,0.000024745625,0.000016085616,0.0028552848],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955741,0.00059447606,0.0006816394,0.0008436447,0.0018254941,0.00048070343],"domain_scores_gemma":[0.97821623,0.006495783,0.0023433722,0.0007381966,0.008362239,0.0038441762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0061980193,0.004437823,0.0049466663,0.0044523324,0.0031363696,0.0070732804,0.003396033,0.015667554,0.017920475],"category_scores_gemma":[0.01949626,0.001478977,0.0042015933,0.0015296246,0.0020830065,0.0033688357,0.0015115624,0.015541503,0.0074618333],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001350469,0.000049144244,0.00019216287,0.0003817557,0.00005984491,0.00044780303,0.000015754174,0.00006618475,0.00023269412,0.00033224875,0.9915651,0.0065223565],"study_design_scores_gemma":[0.00014051089,0.00011435836,0.0013684758,0.000404174,0.00015025029,0.0007561298,0.00006272145,0.00038927534,0.00027794926,0.00085422915,0.9954484,0.00003339607],"about_ca_topic_score_codex":0.0009837497,"about_ca_topic_score_gemma":0.0037173827,"teacher_disagreement_score":0.017920475,"about_ca_system_score_codex":0.0026309146,"about_ca_system_score_gemma":0.0023656974,"threshold_uncertainty_score":0.059949934},"labels":[],"label_agreement":null},{"id":"W2080134158","doi":"10.1117/12.430827","title":"&lt;title&gt;3D MPEG-2 video transmission over broadband network and broadcast channels&lt;/title&gt;","year":2001,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Computer science; MPEG-2; Broadcasting (networking); Transmission (telecommunications); Digital television; Broadband networks; Encoding (memory); Computer network; Broadband; Bandwidth (computing); Decoding methods; Real-time computing; Computer hardware; Telecommunications","score_opus":0.014120963781056197,"score_gpt":0.25436767449497477,"score_spread":0.24024671071391857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080134158","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007798228,0.017384399,0.07181846,0.0028187635,0.022206876,0.00072790246,0.0026968233,0.0033910545,0.87115747],"genre_scores_gemma":[0.035537142,0.016974833,0.018443989,0.0011700493,0.0034937835,0.00027679646,0.0037109028,0.0014217299,0.91897076],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99970967,0.00003347413,0.000015090391,0.000048934056,0.00015622696,0.000036552734],"domain_scores_gemma":[0.99960095,0.00007211206,0.000021997319,0.0000333678,0.00023699153,0.00003448833],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00034630494,0.0007274113,0.00052289775,0.0009305022,0.00044827993,0.0012254057,0.00064712716,0.0008771865,0.15382046],"category_scores_gemma":[0.00052025635,0.00018309787,0.00027253086,0.0012558947,0.0004988836,0.00093439,0.00052412454,0.00077736855,0.08859837],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027803003,0.00007103206,0.0003613612,0.0007308027,0.000013229071,0.0003181489,0.00008886988,0.0012633685,0.03393188,0.019974051,0.4610983,0.48187083],"study_design_scores_gemma":[0.000018167984,0.00019212664,0.0009692437,0.00014731943,0.000008762887,0.00030622623,0.000039475453,0.0033699668,0.009702122,0.0011455689,0.98407793,0.000023037668],"about_ca_topic_score_codex":0.0031947948,"about_ca_topic_score_gemma":0.0026966636,"teacher_disagreement_score":0.84617954,"about_ca_system_score_codex":0.00081303064,"about_ca_system_score_gemma":0.0004592564,"threshold_uncertainty_score":0.5145807},"labels":[],"label_agreement":null},{"id":"W2080276281","doi":"10.1007/s11042-007-0175-y","title":"Preface to the special issue on new achievements in pervasive and interactive multimedia systems and applications","year":2007,"lang":"en","type":"article","venue":"Multimedia Tools and Applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Multimedia; Interactive media; Human–computer interaction","score_opus":0.03489303473222821,"score_gpt":0.3452059701402351,"score_spread":0.31031293540800686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080276281","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020433293,0.014644326,0.00090111734,0.018679477,0.9546073,0.00007503845,0.00019653804,0.000113874696,0.010577926],"genre_scores_gemma":[0.001233159,0.0141787315,0.0005165724,0.0086445715,0.89271426,0.00009186053,0.0005372164,0.00022989576,0.081853814],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99874616,0.00015367013,0.00014492085,0.0002048098,0.00061449,0.00013599159],"domain_scores_gemma":[0.98842245,0.0023649014,0.00059433747,0.0004984594,0.0056126574,0.0025072084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026426418,0.0025994948,0.0034876426,0.0049677314,0.0023196053,0.0056242933,0.0024043645,0.0040280907,0.08620822],"category_scores_gemma":[0.0077598905,0.0005299422,0.0014855405,0.0026750928,0.0007236135,0.0042692577,0.0024110165,0.006470193,0.0456964],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004149471,0.00003335746,0.00006264349,0.00024758387,0.00000878704,0.000058017762,0.000019501967,0.000036917423,0.00022372884,0.00046238196,0.97777116,0.02103451],"study_design_scores_gemma":[0.000020266334,0.000093958275,0.00074443314,0.0002607887,0.00002824795,0.0001753202,0.000051906507,0.00020302848,0.00017933628,0.0013167524,0.99691075,0.000015273808],"about_ca_topic_score_codex":0.001219173,"about_ca_topic_score_gemma":0.002031797,"teacher_disagreement_score":0.08620822,"about_ca_system_score_codex":0.0013432226,"about_ca_system_score_gemma":0.0019159281,"threshold_uncertainty_score":0.28839523},"labels":[],"label_agreement":null},{"id":"W2081050501","doi":"10.1145/1462014.1462026","title":"A multimedia-driven ambient edutainment system for the young children","year":2008,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Multimedia; Computer science; Entertainment; Narrative; Domain (mathematical analysis); Cognition; Human–computer interaction; Psychology","score_opus":0.0296615995479627,"score_gpt":0.29887848279677126,"score_spread":0.26921688324880855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081050501","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36642462,0.00092908705,0.5483374,0.0003413005,0.00021523745,0.0010273949,0.0019617835,0.04031407,0.040449068],"genre_scores_gemma":[0.628649,0.0006643934,0.3252718,0.0003194504,0.00008007423,0.0014471947,0.0024896252,0.00083706336,0.040241517],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9998838,0.000025660087,0.000013401342,0.000030458976,0.0000317301,0.000015062821],"domain_scores_gemma":[0.9998553,0.000030383606,0.000009043552,0.000016221195,0.00003064756,0.00005843254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002521348,0.0003552227,0.00031619414,0.00035721422,0.00033590657,0.00034620395,0.0005863743,0.00047106462,0.009175321],"category_scores_gemma":[0.00044019168,0.0001635071,0.00030843154,0.00016931871,0.00014945157,0.00040542398,0.0010084521,0.0003260768,0.0017271948],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007375585,0.0006481948,0.01135821,0.0011101014,0.00011874451,0.0027910874,0.0028428908,0.0041845753,0.3127458,0.009512122,0.036954924,0.61699575],"study_design_scores_gemma":[0.00071161566,0.00460248,0.07640916,0.00043849563,0.00078833604,0.013377721,0.0009940073,0.08425341,0.21475093,0.0041593052,0.5990506,0.00046399338],"about_ca_topic_score_codex":0.0006055581,"about_ca_topic_score_gemma":0.0009779833,"teacher_disagreement_score":0.009175321,"about_ca_system_score_codex":0.00017470086,"about_ca_system_score_gemma":0.00037765177,"threshold_uncertainty_score":0.030694544},"labels":[],"label_agreement":null},{"id":"W2081117537","doi":"10.1145/1459359.1459546","title":"Testbed and experiments for mobile TV (DVB-H) networks","year":2008,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Testbed; Computer science; Digital Video Broadcasting; Mobile device; Digital television; Computer network; Protocol stack; Software; Embedded system; Channel (broadcasting); Real-time computing; Telecommunications; Operating system; Wireless sensor network","score_opus":0.0694607694420489,"score_gpt":0.37744428608122294,"score_spread":0.307983516639174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081117537","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5990495,0.00075844023,0.36648542,0.0008523174,0.0008340345,0.005412962,0.0041567697,0.008145841,0.014304727],"genre_scores_gemma":[0.7300797,0.0007409606,0.25557077,0.00027985207,0.000098811695,0.0043340474,0.004191671,0.0003628549,0.004341316],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9991233,0.00030337385,0.00007470366,0.00012569108,0.00021774168,0.0001552988],"domain_scores_gemma":[0.99851674,0.0006361874,0.00012443768,0.00024163515,0.00023951865,0.00024152616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009975054,0.0007445588,0.0006045057,0.00050090515,0.0007033005,0.00048214215,0.0013712771,0.0006743033,0.0032514636],"category_scores_gemma":[0.0019960278,0.00018965827,0.0002805339,0.0006236121,0.00045915402,0.00097102317,0.0006418255,0.00083432754,0.0006225191],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032259407,0.010923278,0.012008856,0.0025622214,0.00030078652,0.002265911,0.00087211153,0.37506035,0.37256274,0.038602497,0.043863703,0.13775165],"study_design_scores_gemma":[0.0014742899,0.0057438593,0.00949505,0.00015350808,0.00018442224,0.0009951371,0.00057428866,0.6157827,0.29086637,0.0096552,0.06491303,0.000162152],"about_ca_topic_score_codex":0.0011465531,"about_ca_topic_score_gemma":0.0010869012,"teacher_disagreement_score":0.0032514636,"about_ca_system_score_codex":0.0005498742,"about_ca_system_score_gemma":0.0004875303,"threshold_uncertainty_score":0.010877252},"labels":[],"label_agreement":null},{"id":"W2081287792","doi":"10.1145/500141.500258","title":"Java multimedia telecollaboration","year":2001,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Ministério da Educação; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Java; Computer science; Multimedia; Real time Java; World Wide Web; Quality (philosophy); Programming language","score_opus":0.031564597180749214,"score_gpt":0.3525976104161198,"score_spread":0.3210330132353706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081287792","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023462767,0.00090780813,0.5727586,0.0019651733,0.0009416828,0.0005546606,0.0016999552,0.21518452,0.18252479],"genre_scores_gemma":[0.29584035,0.0015854505,0.41775844,0.0027706523,0.00066435087,0.0007481874,0.007473174,0.026496679,0.24666272],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985245,0.00025800915,0.00012956365,0.00025900392,0.00058435934,0.00024466217],"domain_scores_gemma":[0.99661356,0.00069194054,0.0002019614,0.001065978,0.0011044994,0.00032197346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019554668,0.0005999797,0.00031040033,0.0007893668,0.00066575245,0.0021986545,0.0016569747,0.0008918743,0.025732977],"category_scores_gemma":[0.0052308287,0.0003945572,0.0003527746,0.0005897645,0.00043127761,0.002467497,0.0014558835,0.0016353156,0.009242308],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013241745,0.0003563111,0.0016162536,0.00049458374,0.000040860556,0.00059926533,0.00095936324,0.0019533278,0.049221694,0.07124814,0.18690518,0.685281],"study_design_scores_gemma":[0.00021868633,0.00018377724,0.001795705,0.00011831494,0.000035515477,0.00091039046,0.00007457775,0.016698979,0.036396697,0.009980863,0.93348634,0.00010012266],"about_ca_topic_score_codex":0.002318436,"about_ca_topic_score_gemma":0.0025508795,"teacher_disagreement_score":0.025732977,"about_ca_system_score_codex":0.0005474785,"about_ca_system_score_gemma":0.00094761414,"threshold_uncertainty_score":0.08608532},"labels":[],"label_agreement":null},{"id":"W2081488057","doi":"10.1007/s10796-009-9168-x","title":"ISF special issue on emerging social and legal aspects of information systems with Web 2.0","year":2009,"lang":"en","type":"article","venue":"Information Systems Frontiers","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Computer science; Data science; Knowledge management; World Wide Web","score_opus":0.010514649433692881,"score_gpt":0.263422618170841,"score_spread":0.2529079687371481,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2081488057","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030991498,0.052458487,0.0043513495,0.10420146,0.59577495,0.0003527707,0.001560692,0.0005990496,0.23760214],"genre_scores_gemma":[0.010774134,0.037446935,0.0020184112,0.011777011,0.5981622,0.00024305284,0.0025271438,0.00064676406,0.33640435],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978333,0.0002568217,0.00018439397,0.00018911417,0.0011767874,0.00035960192],"domain_scores_gemma":[0.9916898,0.0025791212,0.00046264476,0.00063672406,0.0031406484,0.0014911357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003936628,0.0012044039,0.0019868219,0.006599575,0.002976917,0.008222791,0.0019909183,0.0063537066,0.11557642],"category_scores_gemma":[0.006472753,0.000504668,0.0014831037,0.003830485,0.0013977281,0.0064345165,0.0020378288,0.0036296851,0.025563747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000370926,0.000053449217,0.000295016,0.00029628255,0.000011639613,0.000113074326,0.00005918693,0.00008836413,0.00025683752,0.0037626524,0.9561963,0.03883008],"study_design_scores_gemma":[0.000007823832,0.00004763874,0.0015664275,0.00035713453,0.000016238793,0.0001941779,0.00009077462,0.00019743657,0.00018417403,0.0034477005,0.9938782,0.000012289638],"about_ca_topic_score_codex":0.004558177,"about_ca_topic_score_gemma":0.009260944,"teacher_disagreement_score":0.11557642,"about_ca_system_score_codex":0.0029309497,"about_ca_system_score_gemma":0.003934923,"threshold_uncertainty_score":0.38664162},"labels":[],"label_agreement":null},{"id":"W2083200690","doi":"10.1145/1132736.1132740","title":"État de l'art des techniques de présentation d'information sur écran d'assistant numérique personnel","year":2006,"lang":"fr","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Presentation (obstetrics); Task (project management); Human–computer interaction; Typology; Interface (matter); Multimedia; User interface; Information needs; World Wide Web; Computer graphics (images); Engineering; Operating system","score_opus":0.018825801119171367,"score_gpt":0.29360113638794155,"score_spread":0.2747753352687702,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083200690","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.039405704,0.05846579,0.8325359,0.005220285,0.000872495,0.0005233722,0.0001927883,0.0016753324,0.061108273],"genre_scores_gemma":[0.16177993,0.05511228,0.73555195,0.0009837163,0.0017330663,0.0009102797,0.00043378316,0.0007731174,0.042721875],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9737931,0.013613954,0.0012225118,0.0021792373,0.008733853,0.0004573284],"domain_scores_gemma":[0.9721243,0.018861096,0.00085631857,0.0030184786,0.004835672,0.00030415767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013631398,0.001515782,0.00089246215,0.0035543526,0.0017907557,0.011742575,0.002390059,0.003713738,0.01010407],"category_scores_gemma":[0.036968436,0.0012291921,0.0014429113,0.0029915771,0.004766967,0.011384039,0.0021420706,0.003919196,0.0035120023],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003366459,0.00021392964,0.0009901426,0.0022311006,0.00008596025,0.000109384266,0.0060391203,0.0029559734,0.016924739,0.068032175,0.0050706733,0.8970101],"study_design_scores_gemma":[0.0002126117,0.0011365826,0.0079726,0.0023748372,0.00021665978,0.0037674934,0.0048941867,0.03283759,0.03989212,0.041118365,0.86528945,0.00028758572],"about_ca_topic_score_codex":0.005083504,"about_ca_topic_score_gemma":0.0022532481,"teacher_disagreement_score":0.013631398,"about_ca_system_score_codex":0.00212263,"about_ca_system_score_gemma":0.0017040994,"threshold_uncertainty_score":0.072090626},"labels":[],"label_agreement":null},{"id":"W2083917072","doi":"10.1145/1099203.1099218","title":"Broadcasting information via display names in instant messaging","year":2005,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University of Calgary","keywords":"Instant messaging; Computer science; Broadcasting (networking); Instant; Multimedia; Computer network","score_opus":0.014774709264391752,"score_gpt":0.3137636021181952,"score_spread":0.2989888928538035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2083917072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.618687,0.002385885,0.26503006,0.0024975822,0.0004062378,0.00052052946,0.00035647204,0.007862807,0.10225338],"genre_scores_gemma":[0.9406416,0.00059177267,0.04550412,0.00032090585,0.00017210943,0.0001848787,0.0001642084,0.00034474878,0.0120755825],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9929062,0.0049802004,0.00028966297,0.00047891948,0.0009745873,0.00037037476],"domain_scores_gemma":[0.9826902,0.010939692,0.0019005431,0.0031759297,0.00085738767,0.00043627716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040708855,0.0005420493,0.00035664137,0.0011642106,0.0021233663,0.0031192696,0.0012960938,0.0017503542,0.005792731],"category_scores_gemma":[0.018512795,0.00074239535,0.00025633175,0.0012899197,0.0020759117,0.007485677,0.002762677,0.0009061085,0.0024292795],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034002892,0.0006149484,0.037103638,0.001663622,0.00010120131,0.003276536,0.09613407,0.005398765,0.09550105,0.07306611,0.020415947,0.66332376],"study_design_scores_gemma":[0.0005650528,0.00400391,0.068663135,0.0012339711,0.0009239734,0.0115036415,0.033413198,0.033646487,0.17295828,0.061792895,0.6106169,0.00067854073],"about_ca_topic_score_codex":0.0012358339,"about_ca_topic_score_gemma":0.0011314976,"teacher_disagreement_score":0.005792731,"about_ca_system_score_codex":0.0006831455,"about_ca_system_score_gemma":0.0003747004,"threshold_uncertainty_score":0.021529198},"labels":[],"label_agreement":null},{"id":"W2084089675","doi":"10.1109/icce.2008.4588107","title":"A DVB-MHP to Blu-ray transcoding scheme for interactive data","year":2008,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Transcoding; Scheme (mathematics); Interactive television; Digital Video Broadcasting; Multimedia; Computer network","score_opus":0.32123408572502565,"score_gpt":0.46541262832230845,"score_spread":0.1441785425972828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084089675","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02760677,0.00047934224,0.9605892,0.00026863342,0.0001604651,0.0003024411,0.00015348163,0.001188271,0.009251458],"genre_scores_gemma":[0.30350822,0.0008786098,0.6768461,0.00016748792,0.00017727488,0.00025612663,0.00040167017,0.00012152371,0.017642988],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966884,0.00007898156,0.000021333983,0.000039130602,0.0001498761,0.00004176222],"domain_scores_gemma":[0.9994417,0.00012919607,0.00002130362,0.00016330635,0.00021169438,0.000032776596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005426741,0.00039846028,0.00031467667,0.0008718997,0.0005806255,0.0006544022,0.00082063524,0.0005512494,0.0049294853],"category_scores_gemma":[0.0016143059,0.0001429305,0.00034807707,0.00072486344,0.00050355174,0.00087043666,0.0007397365,0.00095834164,0.0012428866],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007309551,0.00016367558,0.000864297,0.0003277184,0.00005536944,0.0011768717,0.0008656185,0.008864389,0.28865305,0.08211871,0.008388986,0.6077904],"study_design_scores_gemma":[0.0002699674,0.0014481652,0.0054886346,0.00018746217,0.00025112234,0.009135436,0.00058995775,0.4070387,0.41100493,0.033493847,0.13084047,0.00025138207],"about_ca_topic_score_codex":0.0012207847,"about_ca_topic_score_gemma":0.0013703058,"teacher_disagreement_score":0.0049294853,"about_ca_system_score_codex":0.0003680093,"about_ca_system_score_gemma":0.0003124424,"threshold_uncertainty_score":0.016490757},"labels":[],"label_agreement":null},{"id":"W2086111631","doi":"10.1155/2012/734769","title":"IPTV: Technology, Practice, and Service","year":2012,"lang":"en","type":"article","venue":"International Journal of Digital Multimedia Broadcasting","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; IPTV; Service (business); Telecommunications; Business","score_opus":0.03408354130151521,"score_gpt":0.36546810556041764,"score_spread":0.33138456425890245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086111631","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023318352,0.102611564,0.039225552,0.095584586,0.0025422666,0.0002471802,0.00036343394,0.0006541075,0.73545295],"genre_scores_gemma":[0.7050975,0.14705752,0.033902057,0.010212913,0.0061570723,0.00042857224,0.0006178401,0.00052439206,0.09600218],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99628913,0.0013089821,0.000261616,0.0002812917,0.0015948141,0.0002641609],"domain_scores_gemma":[0.99601597,0.0016917457,0.0004518911,0.0004032464,0.00077956566,0.0006575667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029770897,0.0003434388,0.00037515812,0.0020083885,0.0009941875,0.010444519,0.0009663081,0.0021182196,0.010672108],"category_scores_gemma":[0.008307591,0.00018711161,0.00016950462,0.006456077,0.003988819,0.006752389,0.0033547126,0.0019154907,0.0036035585],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005015255,0.000053985827,0.0036113746,0.00058686157,0.000009450086,0.00029200065,0.0033580703,0.00058208243,0.00099929,0.30624327,0.04652251,0.6376909],"study_design_scores_gemma":[0.000010721354,0.00008780604,0.005234415,0.0012680901,0.000013298122,0.0014322697,0.0057212496,0.0012037467,0.0005513143,0.09933969,0.88510513,0.000032325486],"about_ca_topic_score_codex":0.00320345,"about_ca_topic_score_gemma":0.0027500023,"teacher_disagreement_score":0.010672108,"about_ca_system_score_codex":0.0037180716,"about_ca_system_score_gemma":0.0044995435,"threshold_uncertainty_score":0.03570181},"labels":[],"label_agreement":null},{"id":"W2086330881","doi":"10.1145/2824823.2824826","title":"Supporting \"what-if\" in touch-screen web Applications","year":2015,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; World Wide Web; Human–computer interaction","score_opus":0.07198734801276538,"score_gpt":0.40767570795440844,"score_spread":0.33568835994164303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086330881","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13108198,0.000666592,0.60538423,0.0014865749,0.0001576743,0.0012681405,0.0007443601,0.22630373,0.03290679],"genre_scores_gemma":[0.75029874,0.00051732996,0.21873541,0.0011633848,0.00024126245,0.00076347846,0.0007811568,0.0063921427,0.021107117],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982437,0.0005841257,0.00021060847,0.00030605413,0.00039414407,0.00026142396],"domain_scores_gemma":[0.9838558,0.008899808,0.0008358742,0.0047814557,0.0006375794,0.0009894811],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048747445,0.0009661815,0.00083460147,0.0008906688,0.001211097,0.004081932,0.002105647,0.001956286,0.009769331],"category_scores_gemma":[0.01648625,0.0009450088,0.00064282794,0.0006343098,0.0012155431,0.00750847,0.003473393,0.0017927787,0.0029102864],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032739274,0.0020558988,0.026620556,0.0010293276,0.000160758,0.004669675,0.024119249,0.0060462942,0.09426176,0.056206398,0.035623997,0.7459321],"study_design_scores_gemma":[0.0006567235,0.0013722851,0.03404376,0.0012517488,0.00031398257,0.0039688586,0.004072458,0.22482589,0.2272193,0.12132992,0.37983045,0.0011146],"about_ca_topic_score_codex":0.001727199,"about_ca_topic_score_gemma":0.0024684374,"teacher_disagreement_score":0.009769331,"about_ca_system_score_codex":0.00047507364,"about_ca_system_score_gemma":0.0009594854,"threshold_uncertainty_score":0.032681644},"labels":[],"label_agreement":null},{"id":"W2089457849","doi":"10.1016/s1499-4046(06)60189-9","title":"Two Internet Diet Analysis Programs","year":2001,"lang":"en","type":"article","venue":"Journal of Nutrition Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Satellite tracking; Marsh; Biology; Interspecific competition; Ecology; Adaptation (eye); Variation (astronomy); Repeatability; Trait; Divergence (linguistics); Consistency (knowledge bases); Predation; Geography; Zoology; Satellite; Statistics; Computer science","score_opus":0.03800662859013031,"score_gpt":0.39119091789492805,"score_spread":0.3531842893047977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089457849","genre_codex":"empirical","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9235799,0.00016108098,0.01255266,0.0037271713,0.00059495197,0.008125634,0.0028342037,0.0025859424,0.045838486],"genre_scores_gemma":[0.6878115,0.00046048334,0.08980374,0.005666084,0.0006652026,0.019699212,0.0064690355,0.0007114263,0.18871337],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989687,0.0003001286,0.000049155267,0.00033930107,0.00013839907,0.00020429393],"domain_scores_gemma":[0.9970293,0.0005714789,0.00007741314,0.00036056596,0.00036244956,0.0015987236],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014506549,0.0007331846,0.0005866208,0.0017973857,0.002258497,0.0010883124,0.0012000963,0.0013245462,0.0434875],"category_scores_gemma":[0.002923073,0.0005446253,0.00076499884,0.0007793932,0.00043457147,0.0010124568,0.0025839477,0.0021101937,0.0056424085],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012927036,0.18604772,0.059380718,0.00023415964,0.00010222665,0.0009115612,0.0038710108,0.00051858864,0.009914929,0.0016774382,0.026651423,0.6977632],"study_design_scores_gemma":[0.025913574,0.04805322,0.62584555,0.00023212697,0.00061676366,0.0022064156,0.008622479,0.01383085,0.035137936,0.0048283595,0.23428708,0.00042559474],"about_ca_topic_score_codex":0.0062951585,"about_ca_topic_score_gemma":0.011394353,"teacher_disagreement_score":0.0434875,"about_ca_system_score_codex":0.0015944828,"about_ca_system_score_gemma":0.00326495,"threshold_uncertainty_score":0.14548016},"labels":[],"label_agreement":null},{"id":"W2094396890","doi":"10.1145/1186954.1186977","title":"Realtime interactive multimedia performance","year":2005,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Multimedia; Interactive media; Human–computer interaction","score_opus":0.025399033933027955,"score_gpt":0.3475954008165525,"score_spread":0.32219636688352454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2094396890","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37183318,0.0017216736,0.24626245,0.00086497463,0.00071881455,0.0004317177,0.0024509926,0.030485036,0.3452311],"genre_scores_gemma":[0.9105606,0.00037972885,0.030045044,0.000090677175,0.00026211626,0.00012221641,0.0018201764,0.001121376,0.055598024],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990916,0.000109557666,0.000027137912,0.00013980601,0.00049210264,0.00013972806],"domain_scores_gemma":[0.99880314,0.00038437554,0.000056535955,0.00023795672,0.00033581094,0.00018222637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008081998,0.0008247422,0.0005887945,0.0010373475,0.00076501846,0.0021644845,0.0011638275,0.0006578188,0.06121074],"category_scores_gemma":[0.003381663,0.00025359265,0.0002053207,0.0009610692,0.0002878985,0.0020947682,0.0016236509,0.0006791118,0.0079070525],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006399734,0.00086897734,0.0029187417,0.0004221223,0.000087172186,0.0005758599,0.0010928448,0.04548148,0.21633211,0.030410208,0.058717962,0.6366929],"study_design_scores_gemma":[0.00040061577,0.0020419757,0.015220765,0.000094053314,0.00015263143,0.001033419,0.0011083949,0.614738,0.19732687,0.014421551,0.15329461,0.00016716906],"about_ca_topic_score_codex":0.0023871774,"about_ca_topic_score_gemma":0.0015863705,"teacher_disagreement_score":0.06121074,"about_ca_system_score_codex":0.0007975211,"about_ca_system_score_gemma":0.0004415917,"threshold_uncertainty_score":0.20477033},"labels":[],"label_agreement":null},{"id":"W2095247275","doi":"10.1145/1969773.1969801","title":"Terminal mode","year":2010,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nokia (Canada)","funders":"","keywords":"Terminal (telecommunication); Computer science; Mobile device; Automotive industry; Mode (computer interface); Mobile computing; Mobile telephony; Terminal equipment; Embedded system; Human–computer interaction; Computer network; Mobile radio; Operating system; Telecommunications; Engineering","score_opus":0.024512541700016793,"score_gpt":0.3880201592351592,"score_spread":0.3635076175351424,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095247275","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034044027,0.0008644956,0.1765025,0.0010911503,0.0015253478,0.0008755002,0.0071773417,0.040605165,0.73731446],"genre_scores_gemma":[0.18624786,0.0010306509,0.04557726,0.0014946881,0.00045822348,0.0006976463,0.007406087,0.0028648365,0.75422275],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99964964,0.000044869397,0.000017042314,0.00007572682,0.00014547852,0.00006723437],"domain_scores_gemma":[0.9987915,0.00013996678,0.00005399541,0.00028075607,0.0005130354,0.00022081817],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054521713,0.0006450763,0.00032629917,0.00070045236,0.00071078824,0.0016987894,0.0012891404,0.0011217517,0.2222405],"category_scores_gemma":[0.001579527,0.0002319313,0.0003143966,0.00053900626,0.00028978044,0.002461441,0.0019335699,0.00075447897,0.13411449],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014502144,0.00042839893,0.0038492216,0.0004992189,0.000021938218,0.00067627686,0.0013838094,0.00076753984,0.049371317,0.055522222,0.4139986,0.4720312],"study_design_scores_gemma":[0.000082907856,0.00045537314,0.0027482242,0.000095353396,0.000031612264,0.0015104837,0.0002828312,0.005064604,0.019325683,0.0059458474,0.96437865,0.000078538564],"about_ca_topic_score_codex":0.0009337149,"about_ca_topic_score_gemma":0.0009330853,"teacher_disagreement_score":0.2222405,"about_ca_system_score_codex":0.00024194893,"about_ca_system_score_gemma":0.00055294647,"threshold_uncertainty_score":0.7434685},"labels":[],"label_agreement":null},{"id":"W2095882771","doi":"10.1109/mmcs.1998.693649","title":"A generic scheme and sample implementation architecture for graceful service adaptation in multimedia database systems","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Adaptation (eye); Scheme (mathematics); Quality of service; Multimedia; Presentational and representational acting; Sample (material); Architecture; Service (business); Database; Mobile QoS; Distributed computing; Computer network; Service provider","score_opus":0.1051218675525362,"score_gpt":0.35706508490314814,"score_spread":0.2519432173506119,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095882771","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009808926,0.00031253754,0.9732343,0.00033431736,0.000056945548,0.0008646615,0.00016668542,0.010117777,0.0051038456],"genre_scores_gemma":[0.23926792,0.00061393925,0.74524844,0.00042170708,0.00009204344,0.00156241,0.0007571557,0.00074330164,0.011293036],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983304,0.0002840319,0.00026651553,0.00022636143,0.0006435069,0.0002492965],"domain_scores_gemma":[0.9989133,0.00012708994,0.00008294416,0.0004864093,0.00025872327,0.00013142904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002129065,0.00067878765,0.0007470452,0.0013332696,0.0010653706,0.0038647237,0.003783081,0.0020626904,0.004922324],"category_scores_gemma":[0.0026249604,0.0008250162,0.0007782436,0.0013373819,0.0012884468,0.0032127455,0.002466571,0.0020116533,0.0023212559],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011839992,0.0007352285,0.004570123,0.001073854,0.00018355066,0.0012493068,0.002033922,0.04069733,0.100442395,0.50834364,0.019897757,0.31958884],"study_design_scores_gemma":[0.00048382377,0.00075632945,0.0023167864,0.00027052892,0.00027339134,0.0019890629,0.00041281487,0.5963597,0.08037309,0.09749028,0.21899071,0.00028338537],"about_ca_topic_score_codex":0.0022468423,"about_ca_topic_score_gemma":0.0019026543,"teacher_disagreement_score":0.004922324,"about_ca_system_score_codex":0.0015755339,"about_ca_system_score_gemma":0.0009490227,"threshold_uncertainty_score":0.016466856},"labels":[],"label_agreement":null},{"id":"W2097078150","doi":"10.1109/ccece.1999.804940","title":"Self-guided multimedia courseware system over the Internet","year":2003,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Multimedia; The Internet; World Wide Web; Presentation (obstetrics); Web application","score_opus":0.03153354471609463,"score_gpt":0.32577435373126934,"score_spread":0.2942408090151747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097078150","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22990498,0.00046047635,0.6078512,0.00033423456,0.00017703035,0.0014009551,0.0006274889,0.08923318,0.070010394],"genre_scores_gemma":[0.5903408,0.00027003535,0.31917292,0.00054509897,0.00019192672,0.00083337526,0.0019198421,0.0012879621,0.085438035],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99973565,0.000035202786,0.000016300726,0.00007699026,0.00010399422,0.00003182045],"domain_scores_gemma":[0.99952614,0.00006686646,0.00003771673,0.00012070401,0.00014101855,0.00010739764],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003387105,0.00026823158,0.00030594718,0.0008624566,0.0004738701,0.0007012068,0.0011488643,0.00048245364,0.0142956],"category_scores_gemma":[0.0005171916,0.0001691775,0.00019692178,0.0003776275,0.00019304817,0.000860389,0.0007009001,0.00034534407,0.0040668976],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00058514974,0.0015456604,0.006392435,0.00020953991,0.00007513984,0.0005408269,0.0005264975,0.0050228755,0.09286558,0.013700796,0.031379726,0.8471558],"study_design_scores_gemma":[0.0008559064,0.0025087993,0.025431031,0.0001376286,0.00035940367,0.0026146462,0.0004219197,0.24384403,0.2569686,0.0129325865,0.4536991,0.00022633132],"about_ca_topic_score_codex":0.000696518,"about_ca_topic_score_gemma":0.0008215028,"teacher_disagreement_score":0.0142956,"about_ca_system_score_codex":0.00040983598,"about_ca_system_score_gemma":0.00054701424,"threshold_uncertainty_score":0.04782355},"labels":[],"label_agreement":null},{"id":"W2097308479","doi":"10.1002/meet.2009.1450460119","title":"Media Informatics: Theory, methods, and tools","year":2009,"lang":"en","type":"article","venue":"Proceedings of the American Society for Information Science and Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Informatics; Social media; Digital media; Engineering informatics; Data science; New media; Multimedia; World Wide Web; Health informatics; Engineering; Political science","score_opus":0.024736360077193084,"score_gpt":0.3596529095956585,"score_spread":0.3349165495184654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097308479","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035445057,0.04383141,0.6773204,0.04767286,0.0020477152,0.0011663558,0.0004166882,0.0020657734,0.22193424],"genre_scores_gemma":[0.15721236,0.078576796,0.71242577,0.006148367,0.005191882,0.005921893,0.0007690965,0.0009769498,0.03277697],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98475707,0.010528414,0.0008573011,0.0009610212,0.0025373225,0.00035886432],"domain_scores_gemma":[0.95783424,0.035050742,0.0008660686,0.0027792992,0.002462851,0.0010068201],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01933102,0.0012327747,0.0012911969,0.013276342,0.0036337313,0.026001228,0.0036200376,0.0045841252,0.013160377],"category_scores_gemma":[0.027207945,0.0011745191,0.0011271412,0.009432021,0.027037773,0.019882599,0.00751212,0.006240377,0.0035057834],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000093986155,0.000050592687,0.00040553373,0.00055792305,0.000013981449,0.00006207678,0.0018189066,0.00048142753,0.00012652304,0.91940105,0.010273859,0.06679867],"study_design_scores_gemma":[0.000014754553,0.000019851164,0.0004982643,0.0028883056,0.000016730344,0.00016636925,0.0030205785,0.004376734,0.0004792492,0.74149865,0.24697545,0.00004513154],"about_ca_topic_score_codex":0.0018202974,"about_ca_topic_score_gemma":0.0010423409,"teacher_disagreement_score":0.026001228,"about_ca_system_score_codex":0.0051438943,"about_ca_system_score_gemma":0.006936559,"threshold_uncertainty_score":0.10223347},"labels":[],"label_agreement":null},{"id":"W2097928083","doi":"10.1007/3-540-45512-4_1","title":"Panel Discussion: How Will Media Distribution Work in the Internet?","year":2001,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Provisioning; The Internet; Multimedia; Work (physics); Video streaming; Minor (academic); World Wide Web; Panel discussion; Internet traffic; Computer network","score_opus":0.04007506912388005,"score_gpt":0.28539574087608405,"score_spread":0.245320671752204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097928083","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0044501615,0.001149769,0.001185319,0.9146252,0.005886798,0.00012866042,0.00070381066,0.000051929208,0.071818404],"genre_scores_gemma":[0.1300652,0.00495776,0.0024368865,0.5806223,0.015241483,0.0009360326,0.0009939453,0.00023754389,0.2645089],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983335,0.00052565464,0.00006495101,0.00028120624,0.00047612286,0.00031855365],"domain_scores_gemma":[0.9894003,0.0059950124,0.0003597573,0.00027163562,0.002550913,0.0014223916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009893952,0.00064506615,0.00061265705,0.0006443789,0.0055221426,0.0076751406,0.002129972,0.024228077,0.04874561],"category_scores_gemma":[0.020423908,0.0004217982,0.0010024504,0.0010559538,0.0014155492,0.007919124,0.0025544444,0.011446411,0.014167642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009271685,0.00007867636,0.0017686692,0.00011093812,0.000015141818,0.00018764558,0.0010083249,0.0003632432,0.0004654821,0.029317815,0.94855684,0.018034585],"study_design_scores_gemma":[0.0000787257,0.00006714937,0.0044717565,0.00046399285,0.00008224521,0.00014485575,0.009141477,0.0008737287,0.0015223442,0.028632741,0.9544271,0.000093795294],"about_ca_topic_score_codex":0.0067443666,"about_ca_topic_score_gemma":0.0068992334,"teacher_disagreement_score":0.04874561,"about_ca_system_score_codex":0.003060219,"about_ca_system_score_gemma":0.0046933666,"threshold_uncertainty_score":0.16307026},"labels":[],"label_agreement":null},{"id":"W2098003160","doi":"10.1109/ithet.2005.1560260","title":"An API for the Discovery of Educational Content on the Brazilian Digital TV","year":2005,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Computer science; Multimedia; Architecture; World Wide Web; Work (physics); Digital television; Digital content; Digital library; Telecommunications; Data science; Engineering","score_opus":0.06902263229674778,"score_gpt":0.3622394909602295,"score_spread":0.29321685866348174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098003160","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051283985,0.00075790996,0.8360982,0.0014646477,0.0002530701,0.0012079029,0.0025389371,0.06312835,0.043267086],"genre_scores_gemma":[0.55017525,0.0013815326,0.39609507,0.00094292784,0.00021150168,0.0013734233,0.006771847,0.005356977,0.037691485],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983833,0.0003595439,0.0002094265,0.0002428197,0.00057865,0.00022627026],"domain_scores_gemma":[0.997542,0.0009151519,0.00013532442,0.00057525164,0.00062806177,0.00020421005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026221292,0.0009572068,0.0010473307,0.0027788696,0.0015006027,0.0040071006,0.0014344273,0.0014501958,0.005433959],"category_scores_gemma":[0.007221986,0.0005038739,0.00088948314,0.0016233788,0.001168325,0.0031883444,0.0030094476,0.0013553456,0.002546419],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020529747,0.00066375925,0.013806829,0.0016577997,0.00024137688,0.0032358856,0.0077143395,0.004925826,0.10078174,0.2100451,0.05574386,0.59913045],"study_design_scores_gemma":[0.00034826554,0.0005124051,0.015799627,0.0006410576,0.00059798436,0.00401582,0.0018385422,0.18511815,0.13864608,0.05587781,0.5961427,0.00046157558],"about_ca_topic_score_codex":0.0124638025,"about_ca_topic_score_gemma":0.0066948077,"teacher_disagreement_score":0.0124638025,"about_ca_system_score_codex":0.0013447661,"about_ca_system_score_gemma":0.0020962139,"threshold_uncertainty_score":0.024782538},"labels":[],"label_agreement":null},{"id":"W2098345602","doi":"10.1109/icsmc.2009.5346236","title":"Providing adaptive support in computer supported collaboration environments","year":2009,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Computer science; Cyberspace; Presentation (obstetrics); Domain (mathematical analysis); Human–computer interaction; User modeling; Multimedia; Cognition; World Wide Web; Order (exchange); The Internet; User interface","score_opus":0.02810746643015122,"score_gpt":0.3182906316899443,"score_spread":0.2901831652597931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098345602","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4779077,0.0010286792,0.49449888,0.0008910783,0.00012411464,0.0006280573,0.00012443168,0.011104426,0.013692613],"genre_scores_gemma":[0.8836233,0.00029390524,0.11194609,0.00013424468,0.00006169801,0.00023524101,0.00012673526,0.00013322591,0.0034454754],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980919,0.0010327806,0.0001345864,0.0002570522,0.00037814004,0.00010563143],"domain_scores_gemma":[0.99493754,0.0028012132,0.0003922857,0.0009446236,0.0004388377,0.00048553117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022012638,0.0005245726,0.00032857957,0.0005827467,0.0007492633,0.0020121885,0.0013213954,0.0012740113,0.0025579275],"category_scores_gemma":[0.00959747,0.00030846478,0.00021817007,0.0003996493,0.0005505127,0.0024280446,0.0032328777,0.000672045,0.00087795965],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015654741,0.0010053164,0.012713191,0.00070783054,0.00014133393,0.0023880238,0.011386166,0.021769851,0.07871117,0.011340743,0.0068965843,0.8513743],"study_design_scores_gemma":[0.0011830044,0.0038457823,0.028923223,0.0007586297,0.0005059639,0.0070518483,0.013026877,0.50672966,0.11674245,0.12532029,0.19510981,0.00080246944],"about_ca_topic_score_codex":0.0004215134,"about_ca_topic_score_gemma":0.00039376717,"teacher_disagreement_score":0.0025579275,"about_ca_system_score_codex":0.00025182634,"about_ca_system_score_gemma":0.00040402287,"threshold_uncertainty_score":0.011641502},"labels":[],"label_agreement":null},{"id":"W2098756960","doi":"10.1109/aiccsa.2003.1227464","title":"A lightweight multi-session synchronous multimedia collaborative environment","year":2004,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Java; Session (web analytics); Multimedia; Client; Synchronization (alternating current); Latency (audio); Software; Server-side; Operating system; Computer network; Server; World Wide Web; Telecommunications","score_opus":0.020531944428563584,"score_gpt":0.3095858554643058,"score_spread":0.2890539110357422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2098756960","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022342123,0.000118232514,0.9586513,0.00011506732,0.00006211976,0.00029699452,0.0001067429,0.014377224,0.003930254],"genre_scores_gemma":[0.22700906,0.00016336418,0.7603723,0.000104960476,0.00013647441,0.0005684848,0.00048233583,0.00082556077,0.0103374375],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99842983,0.00044815952,0.00012406665,0.00024585845,0.00056886877,0.0001831426],"domain_scores_gemma":[0.99787056,0.00057694444,0.0001895949,0.00056588225,0.0003023708,0.00049453694],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027513313,0.00053766137,0.0007311455,0.000750937,0.001135377,0.001531956,0.0029724876,0.001258149,0.008015417],"category_scores_gemma":[0.0024426663,0.00043563513,0.00059388246,0.00054113223,0.0006487682,0.0024223307,0.003361107,0.00079932687,0.0021397714],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028646432,0.001309354,0.0038613903,0.0010285925,0.00020983556,0.0026985656,0.0018895884,0.027230458,0.24024,0.0869563,0.025902344,0.6058089],"study_design_scores_gemma":[0.000912087,0.0018227724,0.0037892812,0.00017084344,0.00030393578,0.0028071948,0.00031688737,0.57207227,0.13215885,0.027559904,0.25776383,0.00032216663],"about_ca_topic_score_codex":0.0007812369,"about_ca_topic_score_gemma":0.0008745531,"teacher_disagreement_score":0.008015417,"about_ca_system_score_codex":0.0004417051,"about_ca_system_score_gemma":0.0013471203,"threshold_uncertainty_score":0.026814282},"labels":[],"label_agreement":null},{"id":"W2100068250","doi":"10.1109/wpmc.2002.1088292","title":"Multimedia broadcasting using digital television terrestrial transmission systems","year":2003,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Broadcasting (networking); Computer science; Transmission (telecommunications); Terrestrial television; Digital television; Digital broadcasting; Multimedia; Wireless; Telecommunications; Wireless transmission; Digital audio broadcasting; Digital multimedia broadcasting; Digital terrestrial television; Computer network","score_opus":0.06984278495645879,"score_gpt":0.3446847028916943,"score_spread":0.2748419179352355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100068250","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25845966,0.009291049,0.3012547,0.0022724767,0.00033332454,0.0007389094,0.00037486193,0.0014533285,0.42582178],"genre_scores_gemma":[0.7924315,0.011089949,0.1508147,0.00050665904,0.00037075748,0.00026906354,0.00032755762,0.00010585473,0.044084094],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946517,0.0002064836,0.000021101592,0.000032198805,0.00021973651,0.000055337317],"domain_scores_gemma":[0.9994473,0.00032732688,0.000034930687,0.000050693583,0.00011196618,0.000027735598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004788764,0.00024764362,0.00017495306,0.0009282381,0.0005963223,0.0010398523,0.00043806274,0.0007293108,0.012195753],"category_scores_gemma":[0.0016493622,0.000118117714,0.0002313211,0.0013100074,0.00048499004,0.0010383679,0.00067728816,0.00039577094,0.0016243189],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000670846,0.0002879948,0.005120447,0.0010946412,0.0000703752,0.0017681301,0.0011788862,0.01055474,0.1911951,0.1309587,0.0074661397,0.64963406],"study_design_scores_gemma":[0.0004434732,0.0050231717,0.014262884,0.0008551362,0.000523422,0.01221437,0.0020434505,0.060819462,0.4104666,0.06385916,0.42924675,0.00024214905],"about_ca_topic_score_codex":0.0011953629,"about_ca_topic_score_gemma":0.0011762242,"teacher_disagreement_score":0.012195753,"about_ca_system_score_codex":0.0003898058,"about_ca_system_score_gemma":0.00027096624,"threshold_uncertainty_score":0.040798903},"labels":[],"label_agreement":null},{"id":"W2101239843","doi":"10.21083/nrsc.v0i8.3140","title":"Improviser dans l’espace numérique: des enjeux pour les acteurs de la scène éducative","year":2015,"lang":"fr","type":"article","venue":"Nouvelle Revue Synergies Canada","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Humanities; Improvisation; Political science; Philosophy; Art","score_opus":0.03862153305860701,"score_gpt":0.30140732439849127,"score_spread":0.2627857913398843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2101239843","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6422116,0.002234072,0.12075379,0.007719385,0.0006833425,0.00033611374,0.00027542116,0.00093013793,0.22485603],"genre_scores_gemma":[0.91631055,0.0006680941,0.029016828,0.00043381026,0.00009974648,0.00022668087,0.000121468984,0.00038031803,0.052742485],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99579334,0.0024032418,0.00011224205,0.0004599774,0.00093065377,0.00030044722],"domain_scores_gemma":[0.99344105,0.0040199975,0.00054668495,0.0005548471,0.00094234635,0.0004951889],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00364064,0.0008449567,0.00042404013,0.0019924443,0.0048301388,0.007339609,0.0011350915,0.0018027673,0.014241726],"category_scores_gemma":[0.013163164,0.00035338657,0.00049986655,0.001149979,0.0062426524,0.0066145505,0.004802723,0.0019998015,0.0024883149],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002953881,0.000107350104,0.012670824,0.0009469332,0.000035869794,0.0012017683,0.7653742,0.0006207833,0.016959101,0.07065148,0.0053465567,0.12578972],"study_design_scores_gemma":[0.000035350276,0.00024838772,0.023916604,0.0010370519,0.00007434146,0.0015402109,0.5355034,0.0036934456,0.010089733,0.021320624,0.40238076,0.00016007893],"about_ca_topic_score_codex":0.004600569,"about_ca_topic_score_gemma":0.0068357713,"teacher_disagreement_score":0.9926604,"about_ca_system_score_codex":0.002540741,"about_ca_system_score_gemma":0.0020418542,"threshold_uncertainty_score":0.047643304},"labels":[],"label_agreement":null},{"id":"W2103009725","doi":"10.19173/irrodl.v6i3.274","title":"Audio/ Videoconferencing Packages: Low cost","year":2006,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Computer science; Voice over IP; Videoconferencing; Asynchronous communication; Multimedia; Teleconference; The Internet; CLARITY; Distance education; Asynchronous learning; Software; Quality (philosophy); World Wide Web; Telecommunications; Teaching method; Synchronous learning; Cooperative learning","score_opus":0.11858962100403467,"score_gpt":0.49087262173879104,"score_spread":0.3722830007347564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103009725","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8375059,0.008225113,0.019508842,0.0007557533,0.00048214683,0.0067712055,0.0055974307,0.0011110713,0.120042644],"genre_scores_gemma":[0.9156993,0.0036986973,0.04925358,0.0003131927,0.00014047556,0.0024213498,0.0041698,0.00042072657,0.02388292],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99012953,0.0034654173,0.0007071154,0.00079563644,0.00453583,0.00036642948],"domain_scores_gemma":[0.9917225,0.0047324677,0.00047392922,0.00067555683,0.0020062574,0.00038928198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0039581414,0.00056576537,0.00069436606,0.0038520466,0.0006548526,0.0020421592,0.0012663233,0.0011120945,0.017879182],"category_scores_gemma":[0.012045253,0.0002984816,0.0006265557,0.0032039965,0.0004513614,0.001835783,0.0009437627,0.00073284615,0.0029818253],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.012539262,0.004409962,0.0070140976,0.0076798117,0.00030478428,0.0003281657,0.001614215,0.001058779,0.032259036,0.0075850966,0.0054453765,0.91976136],"study_design_scores_gemma":[0.0068411394,0.14341497,0.21433441,0.002133345,0.0034084192,0.0036872358,0.011038882,0.008250856,0.16356617,0.006573071,0.43615225,0.00059926766],"about_ca_topic_score_codex":0.0025850146,"about_ca_topic_score_gemma":0.003446022,"teacher_disagreement_score":0.017879182,"about_ca_system_score_codex":0.0012634336,"about_ca_system_score_gemma":0.0011789287,"threshold_uncertainty_score":0.05981183},"labels":[],"label_agreement":null},{"id":"W2103417187","doi":"10.1145/2658537.2662411","title":"DIY game console development","year":2014,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Video game development; Game programming; Game Developer; Entertainment; Computer science; Video game design; Game design; Simple (philosophy); Multimedia; Video game; Game mechanics; Emergent gameplay; Human–computer interaction; Software; Game art design; Game testing; Game design document; Turns, rounds and time-keeping systems in games; Operating system; Visual arts","score_opus":0.028861616159478902,"score_gpt":0.33122444502651693,"score_spread":0.302362828867038,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103417187","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04586168,0.0011061624,0.34766346,0.001828107,0.0016327113,0.005538326,0.011509087,0.03632253,0.54853785],"genre_scores_gemma":[0.121847324,0.0015143948,0.44379336,0.0010829007,0.00023796159,0.0049303616,0.024372505,0.006902752,0.39531845],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991704,0.000065635504,0.000039712497,0.00013428135,0.00048962847,0.000100385405],"domain_scores_gemma":[0.998782,0.00011590635,0.000028104258,0.000117788775,0.00071701297,0.00023917796],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011154971,0.0009807182,0.00033796413,0.0010680036,0.00044051366,0.0011714676,0.0018459801,0.0005282384,0.0563555],"category_scores_gemma":[0.0032146242,0.0004927017,0.00042863356,0.00047458074,0.00021153978,0.0012310311,0.0018397254,0.0011401381,0.018595241],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005691502,0.0006183941,0.0038981475,0.00055836997,0.00003923741,0.00056703563,0.0008005545,0.0024061892,0.03179593,0.019594843,0.39115354,0.5479986],"study_design_scores_gemma":[0.00016228303,0.00035401515,0.006440514,0.00008349568,0.00001970155,0.0007408635,0.00011213157,0.011674705,0.01717477,0.002049368,0.96113044,0.000057741472],"about_ca_topic_score_codex":0.0023170037,"about_ca_topic_score_gemma":0.0036377218,"teacher_disagreement_score":0.0563555,"about_ca_system_score_codex":0.0005830962,"about_ca_system_score_gemma":0.00091579964,"threshold_uncertainty_score":0.18852794},"labels":[],"label_agreement":null},{"id":"W2104464824","doi":"10.1007/s10586-014-0349-0","title":"Recent trends in interactive multimedia computing for industry","year":2014,"lang":"en","type":"article","venue":"Cluster Computing","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Multimedia; Interactive media; Human–computer interaction","score_opus":0.04951955399076109,"score_gpt":0.38102367480029126,"score_spread":0.3315041208095302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104464824","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026043281,0.73021966,0.028233668,0.04220567,0.005557901,0.000116119474,0.0005922565,0.0008150567,0.16621642],"genre_scores_gemma":[0.17806618,0.6752778,0.04585455,0.014698975,0.016180146,0.0001442788,0.0014715443,0.00031041066,0.06799613],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930346,0.00014188598,0.00005088797,0.00013985447,0.00028007475,0.00008382426],"domain_scores_gemma":[0.9934309,0.003339557,0.0005237334,0.00019127887,0.0018480557,0.00066659827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013934226,0.0004191154,0.000393236,0.0022018023,0.00051836524,0.0028528816,0.001059583,0.001403463,0.023002105],"category_scores_gemma":[0.004200905,0.00018450728,0.00032348212,0.0052747824,0.0007337326,0.0027178247,0.0008384019,0.0014370956,0.003838091],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013981425,0.00014488552,0.0033787845,0.0030405244,0.000032914555,0.00014142483,0.00033148724,0.00067976624,0.0045712334,0.032775052,0.076184906,0.87857926],"study_design_scores_gemma":[0.000017944894,0.0001844151,0.0071288124,0.00095468306,0.00006749083,0.00083283754,0.0009963321,0.0037874486,0.0026493168,0.01149859,0.9718421,0.00004004232],"about_ca_topic_score_codex":0.0015289772,"about_ca_topic_score_gemma":0.0030787268,"teacher_disagreement_score":0.023002105,"about_ca_system_score_codex":0.0011490143,"about_ca_system_score_gemma":0.0013583285,"threshold_uncertainty_score":0.076949775},"labels":[],"label_agreement":null},{"id":"W2105327367","doi":"10.1109/ism.2008.44","title":"Distributed Image Processing for Automated Lecture Capture Post-Production","year":2008,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Software deployment; Video processing; Image processing; Face (sociological concept); Cost reduction; Production (economics); Reduction (mathematics); Facial recognition system; Artificial intelligence; Multimedia; Computer vision; Image (mathematics); Real-time computing; Software engineering; Feature extraction","score_opus":0.02697512944243366,"score_gpt":0.32733618608230275,"score_spread":0.3003610566398691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105327367","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019588698,0.0002340972,0.96992725,0.0001633045,0.00010979294,0.00016083314,0.0001750971,0.0058048908,0.0038360083],"genre_scores_gemma":[0.26048967,0.00027639576,0.73012006,0.000100485464,0.0001529181,0.00026588378,0.00055463234,0.0003714162,0.007668562],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99956614,0.000060978015,0.000016570792,0.00010832743,0.00019910255,0.000048914713],"domain_scores_gemma":[0.9993038,0.00020322803,0.000038755094,0.00017150669,0.00024104137,0.000041707095],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043943015,0.0006271265,0.00050142274,0.0008977918,0.00066167064,0.0009047247,0.0012884763,0.0005934838,0.012703364],"category_scores_gemma":[0.0011081748,0.00025565422,0.00037260464,0.00072774664,0.00027959293,0.0007095829,0.000683447,0.0006928982,0.0034994625],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071987853,0.00020546847,0.0009235344,0.00017331443,0.00003644194,0.00020034927,0.00014492816,0.014000876,0.21081437,0.0032293762,0.008358155,0.76119334],"study_design_scores_gemma":[0.0002471941,0.00044717235,0.005317839,0.000047037767,0.000078587655,0.00048952305,0.00021060208,0.6364138,0.3054555,0.0074560256,0.043764718,0.0000720167],"about_ca_topic_score_codex":0.002290027,"about_ca_topic_score_gemma":0.0037442963,"teacher_disagreement_score":0.012703364,"about_ca_system_score_codex":0.00060544576,"about_ca_system_score_gemma":0.00062998885,"threshold_uncertainty_score":0.04249698},"labels":[],"label_agreement":null},{"id":"W2106356612","doi":"10.1109/ipcc.2009.5208725","title":"Principles for creating good information representation","year":2009,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"McGill University","keywords":"Representation (politics); Computer science; Focus (optics); Pace; The Internet; Fidelity; Meaning (existential); Information retrieval; World Wide Web; Human–computer interaction; Psychology","score_opus":0.07400090543361289,"score_gpt":0.3949278311003774,"score_spread":0.3209269256667645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106356612","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015561726,0.0009510457,0.94239736,0.010391135,0.0003036921,0.0003631448,0.00008490691,0.00037125376,0.04358122],"genre_scores_gemma":[0.069284484,0.0015037123,0.9142305,0.0025775176,0.0005102451,0.0013648807,0.00024633048,0.0003054441,0.009976895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9685148,0.014780949,0.0030572836,0.0028630905,0.009710932,0.0010729444],"domain_scores_gemma":[0.96329457,0.016725553,0.0016323294,0.010432373,0.006980887,0.0009342987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.033650342,0.0015452935,0.0012210621,0.0056181685,0.005458625,0.01269989,0.004422951,0.005794379,0.0067172283],"category_scores_gemma":[0.0477739,0.0015492884,0.0023964995,0.0031792526,0.025893262,0.025126053,0.012231794,0.009137261,0.0046251146],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006529702,0.00001543451,0.000056074616,0.000099686775,0.000009664568,0.000042329564,0.0007381752,0.000777216,0.00021655617,0.98180056,0.0024751972,0.01376259],"study_design_scores_gemma":[0.00001524997,0.000016808166,0.00003923034,0.00012619547,0.000011150054,0.00011826928,0.00026884317,0.0021895152,0.0006767783,0.9537099,0.04280335,0.000024768118],"about_ca_topic_score_codex":0.0016633968,"about_ca_topic_score_gemma":0.0011037961,"teacher_disagreement_score":0.033650342,"about_ca_system_score_codex":0.0036052656,"about_ca_system_score_gemma":0.0049469224,"threshold_uncertainty_score":0.17796212},"labels":[],"label_agreement":null},{"id":"W2107154908","doi":"10.1109/ccece.2004.1345278","title":"A framework for repurposing multimedia content","year":2004,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Repurposing; Transcoding; Multimedia; Metadata; World Wide Web; Service (business); The Internet; Mobile device; Computer network","score_opus":0.15876557283641454,"score_gpt":0.40456405771788856,"score_spread":0.24579848488147402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107154908","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018903281,0.00052153127,0.98401904,0.0002071037,0.00006253826,0.00044338848,0.00019172768,0.007374886,0.005289526],"genre_scores_gemma":[0.032938708,0.0011556614,0.9493204,0.00016263172,0.000103216116,0.0005488638,0.0012818158,0.0011601077,0.013328591],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9976673,0.0003771431,0.00028205742,0.000413111,0.0010207989,0.00023952288],"domain_scores_gemma":[0.99840134,0.0003385051,0.00011204385,0.00052648963,0.00038698132,0.00023478891],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030970504,0.0015531731,0.00116983,0.0036294542,0.0019803888,0.007186582,0.0057096095,0.002730664,0.006940127],"category_scores_gemma":[0.0033852342,0.001312402,0.002639158,0.002474648,0.00243659,0.0075851553,0.0058163437,0.002875779,0.0051027294],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028093663,0.00038185067,0.0011044622,0.0011308393,0.00012417571,0.0025735635,0.0030355789,0.02508055,0.03995799,0.524451,0.030708076,0.371171],"study_design_scores_gemma":[0.000113357055,0.00026844078,0.0007469778,0.00056358066,0.00017533825,0.002749821,0.0008242204,0.21319936,0.030129645,0.16803792,0.5829182,0.00027312408],"about_ca_topic_score_codex":0.009169219,"about_ca_topic_score_gemma":0.007166486,"teacher_disagreement_score":0.009169219,"about_ca_system_score_codex":0.0019211282,"about_ca_system_score_gemma":0.00218173,"threshold_uncertainty_score":0.023217022},"labels":[],"label_agreement":null},{"id":"W2109333846","doi":"10.1109/isccsp.2008.4537457","title":"DVB-MHP iTV to Blu-ray system information transcoding","year":2008,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transcoding; Digital Video Broadcasting; Computer science; Digital television; Interactive television; High-definition television; Multimedia; Telecommunications; Computer network","score_opus":0.043335765941590554,"score_gpt":0.3039228583226671,"score_spread":0.2605870923810765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109333846","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13508055,0.0021716917,0.8115767,0.00046060665,0.0002568086,0.00021309155,0.00033054253,0.0019383443,0.047971603],"genre_scores_gemma":[0.80720365,0.0022689104,0.16877683,0.00017966035,0.00020837785,0.000091752336,0.0007329579,0.00019949122,0.020338314],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996643,0.00009096994,0.00002029241,0.000034755958,0.00015717658,0.00003251007],"domain_scores_gemma":[0.999225,0.00027452686,0.000040642826,0.00013437321,0.0003058841,0.000019582527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043459632,0.0003226133,0.0002855721,0.00090755575,0.0002806128,0.00090468035,0.00041374323,0.00032702263,0.006353511],"category_scores_gemma":[0.0023433284,0.00010827286,0.00024770666,0.0007075739,0.0003008856,0.0007624635,0.0004497905,0.0004251443,0.0011258862],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006579717,0.00009224085,0.003973841,0.00037254795,0.000049259903,0.0008289805,0.00091337913,0.01169732,0.18921141,0.04689306,0.0056561655,0.7396538],"study_design_scores_gemma":[0.00015869999,0.0011965049,0.023432285,0.00021401618,0.00020578672,0.0076152245,0.0011952436,0.31677905,0.47704905,0.027158992,0.14487322,0.00012197995],"about_ca_topic_score_codex":0.0013358893,"about_ca_topic_score_gemma":0.00069174194,"teacher_disagreement_score":0.006353511,"about_ca_system_score_codex":0.00042425285,"about_ca_system_score_gemma":0.0002030526,"threshold_uncertainty_score":0.02125454},"labels":[],"label_agreement":null},{"id":"W2109716649","doi":"10.1145/1085777.1085860","title":"Using cascade method for table access on small devices","year":2005,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Table (database); Cascade; Mobile device; Data access; Web application; The Internet; Column (typography); Internet access; Computer network; Wireless; Database; World Wide Web; Telecommunications; Engineering","score_opus":0.2840929498205679,"score_gpt":0.5108217384502243,"score_spread":0.2267287886296564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109716649","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31301507,0.00077355094,0.65307635,0.0003309361,0.00015922547,0.0006356761,0.00079494267,0.010708575,0.020505713],"genre_scores_gemma":[0.59619087,0.00056762405,0.38786682,0.0001072238,0.00010495343,0.00031885187,0.0007554587,0.00034893616,0.013739228],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99937576,0.00015660671,0.000035447585,0.00009424129,0.00028200744,0.000055922654],"domain_scores_gemma":[0.99627566,0.0024004332,0.00014474339,0.00063829374,0.00040021798,0.00014063033],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005513345,0.000527626,0.0004540438,0.000932158,0.00035341352,0.00061692426,0.0008607092,0.00040050203,0.017049672],"category_scores_gemma":[0.0040712086,0.00026719147,0.00032401763,0.0009952642,0.0002530753,0.0016473832,0.000960631,0.00035040418,0.002086686],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020228964,0.00036749637,0.0032788177,0.00031630718,0.000053972308,0.0006028869,0.00051930384,0.014484073,0.15030393,0.005846945,0.010196762,0.81200653],"study_design_scores_gemma":[0.0004285707,0.002493765,0.018828604,0.000099047844,0.0001986012,0.003986034,0.00046556577,0.6986175,0.21437615,0.0073731793,0.05289352,0.00023942198],"about_ca_topic_score_codex":0.0021666186,"about_ca_topic_score_gemma":0.003167177,"teacher_disagreement_score":0.017049672,"about_ca_system_score_codex":0.0002448691,"about_ca_system_score_gemma":0.00038269046,"threshold_uncertainty_score":0.057036817},"labels":[],"label_agreement":null},{"id":"W2110146063","doi":"10.1109/pacrim.1997.619912","title":"Padma: an architecture for adaptive multimedia systems","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Adaptation (eye); Computer science; Architecture; Session (web analytics); Multimedia; Resource (disambiguation); Quality (philosophy); Adaptive system; Resource management (computing); Systems architecture; Distributed computing; Computer network; World Wide Web; Artificial intelligence","score_opus":0.08840065122530766,"score_gpt":0.3344923111369158,"score_spread":0.24609165991160814,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110146063","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006004377,0.00073149713,0.97534037,0.0003337784,0.00022614276,0.00012161142,0.00006726808,0.009264631,0.007910351],"genre_scores_gemma":[0.20822988,0.0012332967,0.7674523,0.00048460357,0.00026434535,0.0005271355,0.00048003282,0.0006063631,0.020722069],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99936527,0.00014868514,0.000054823602,0.00010422779,0.0002524569,0.00007455013],"domain_scores_gemma":[0.99948955,0.00011894431,0.0000338546,0.00013193462,0.00014551196,0.000080230835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001003424,0.0006381797,0.00048048634,0.00068885356,0.0007402608,0.0023694308,0.002241495,0.0011485635,0.004494363],"category_scores_gemma":[0.0022697344,0.0005882644,0.00050927664,0.00057376915,0.0007042939,0.0032431013,0.0027998192,0.0019912063,0.0019386858],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006697913,0.0002061067,0.0017347287,0.00065590185,0.00018308815,0.00056772237,0.00086765725,0.05974329,0.043851133,0.36736122,0.031081513,0.4930779],"study_design_scores_gemma":[0.00015190923,0.00037093356,0.00057030626,0.0001333918,0.00019588917,0.0008313135,0.00012312325,0.5162374,0.032083325,0.10829509,0.3408988,0.00010854528],"about_ca_topic_score_codex":0.000988127,"about_ca_topic_score_gemma":0.0011320934,"teacher_disagreement_score":0.004494363,"about_ca_system_score_codex":0.0006971891,"about_ca_system_score_gemma":0.00094045134,"threshold_uncertainty_score":0.015035152},"labels":[],"label_agreement":null},{"id":"W2110284724","doi":"10.1109/jproc.2005.861000","title":"Overview of Digital Television Development Worldwide","year":2006,"lang":"en","type":"article","venue":"Proceedings of the IEEE","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":123,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"Digital television; Focus (optics); Perspective (graphical); Telecommunications; Computer science; Terrestrial television; Multimedia; Internet television; Interactive television; Digital broadcasting; Artificial intelligence","score_opus":0.04275035653781263,"score_gpt":0.310235469224499,"score_spread":0.2674851126866864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110284724","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00488293,0.38565212,0.006043491,0.009996432,0.004990618,0.00012256793,0.0012486401,0.0004350469,0.58662826],"genre_scores_gemma":[0.04171113,0.63970405,0.009749307,0.0046782107,0.004973716,0.00016225377,0.0028623303,0.00022057086,0.29593843],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971896,0.000045954333,0.000024857332,0.00004719064,0.00010954775,0.00005342573],"domain_scores_gemma":[0.99970347,0.00007617536,0.000032599175,0.000011821827,0.00011161306,0.000064169086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037558554,0.000620884,0.00024148985,0.004861942,0.00071698567,0.00266548,0.00038888791,0.0009202943,0.04381004],"category_scores_gemma":[0.0005429289,0.00022388718,0.00019003842,0.0076093255,0.00025657137,0.003675218,0.0010433502,0.00095074443,0.010329177],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035553443,0.000058348276,0.0008504847,0.0015080832,0.000008043201,0.0002638332,0.0003793149,0.00060407235,0.0011499971,0.069262564,0.2234041,0.7024756],"study_design_scores_gemma":[0.0000011670563,0.000012573594,0.0007134679,0.0002563904,0.000002008407,0.000154887,0.00012725675,0.00006115168,0.000111327965,0.0014190904,0.9971366,0.0000041435405],"about_ca_topic_score_codex":0.002673733,"about_ca_topic_score_gemma":0.0035775937,"teacher_disagreement_score":0.04381004,"about_ca_system_score_codex":0.0012568084,"about_ca_system_score_gemma":0.0011550242,"threshold_uncertainty_score":0.14655918},"labels":[],"label_agreement":null},{"id":"W2111437294","doi":"10.1109/icsmc.1997.635282","title":"Effective use of multimedia for presentations","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Presentation (obstetrics); Software portability; Multimedia; Computer science; Hyperlink; Software; Entertainment; Non-linear editing system; World Wide Web; Video capture; Video processing; Smacker video; Artificial intelligence; Web page; Operating system","score_opus":0.12232568876155371,"score_gpt":0.3898217537218514,"score_spread":0.2674960649602977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111437294","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031883646,0.033351924,0.2542535,0.008954903,0.002330072,0.0010790302,0.00046079338,0.009717448,0.6579687],"genre_scores_gemma":[0.42705643,0.027854757,0.27396485,0.0040022186,0.0042411666,0.0011334043,0.000645244,0.0022487575,0.25885308],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99498725,0.0015838026,0.00022338286,0.00031849637,0.0026224244,0.00026478388],"domain_scores_gemma":[0.99613476,0.0014909565,0.00036375425,0.00082625664,0.0008947377,0.00028959173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024113962,0.0008580127,0.00046590934,0.0026452923,0.0014265521,0.0059596193,0.0016381658,0.0012892951,0.03528304],"category_scores_gemma":[0.0101817995,0.00027127741,0.0003906601,0.0013076563,0.0009675278,0.006796701,0.004846996,0.0009446492,0.012419532],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011383341,0.00010702179,0.0006744571,0.00089318,0.00003170269,0.0004937828,0.0025892386,0.00048367487,0.018550636,0.04832795,0.049409844,0.8783248],"study_design_scores_gemma":[0.00003367985,0.00016878337,0.0020866315,0.00078756054,0.00006644602,0.0024625496,0.0014125726,0.0019029753,0.014868222,0.027434904,0.94870615,0.00006962308],"about_ca_topic_score_codex":0.00027950498,"about_ca_topic_score_gemma":0.0003988633,"teacher_disagreement_score":0.03528304,"about_ca_system_score_codex":0.00062625774,"about_ca_system_score_gemma":0.0007256247,"threshold_uncertainty_score":0.11803347},"labels":[],"label_agreement":null},{"id":"W2113234775","doi":"10.1109/tmc.2010.173","title":"Flexible Broadcasting of Scalable Video Streams to Heterogeneous Mobile Devices","year":2010,"lang":"en","type":"article","venue":"IEEE Transactions on Mobile Computing","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Scalability; Testbed; Broadcasting (networking); Mobile device; Computer network; Scalable Video Coding; Energy consumption; Channel (broadcasting); Efficient energy use; Bitstream; Real-time computing; Decoding methods; Telecommunications","score_opus":0.02226645719882147,"score_gpt":0.327763971506339,"score_spread":0.30549751430751754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113234775","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30050364,0.00075730734,0.6949865,0.00027437982,0.000060826318,0.00010314118,0.000052708005,0.00024902166,0.003012553],"genre_scores_gemma":[0.9410774,0.0004134588,0.05758348,0.000039660805,0.000049858074,0.000046030866,0.00004549077,0.000018248104,0.0007263486],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99973303,0.00008757293,0.000011280197,0.00004112156,0.00008107233,0.00004590023],"domain_scores_gemma":[0.9990381,0.000616838,0.00009078958,0.000116965006,0.000098120334,0.000039240553],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005805079,0.0004445043,0.0005285159,0.0002852396,0.0004256938,0.00057744497,0.0006086279,0.0005175849,0.000514899],"category_scores_gemma":[0.0021265978,0.00018066063,0.00023484835,0.00056333054,0.00058177026,0.0010130714,0.0005820409,0.00056294916,0.00011110665],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007810338,0.0001941215,0.0018454657,0.0003084971,0.0001297115,0.0009713308,0.00056324655,0.65834165,0.17152673,0.030229248,0.0013909292,0.13371803],"study_design_scores_gemma":[0.000057973582,0.00021143437,0.00037631765,0.000008958413,0.00002421026,0.00013861009,0.00010323383,0.971894,0.020419717,0.005668742,0.0010795911,0.00001717115],"about_ca_topic_score_codex":0.0011799689,"about_ca_topic_score_gemma":0.0010082844,"teacher_disagreement_score":0.0011799689,"about_ca_system_score_codex":0.0004163359,"about_ca_system_score_gemma":0.00021115287,"threshold_uncertainty_score":0.0030700564},"labels":[],"label_agreement":null},{"id":"W2113350871","doi":"10.1016/j.cag.2005.05.002","title":"A study of diagrammatic ink in lecture","year":2005,"lang":"en","type":"article","venue":"Computers & Graphics","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Microsoft Research","keywords":"Diagrammatic reasoning; Diagram; Computer science; Context (archaeology); Process (computing); Identification (biology); Activity diagram; Influence diagram; Human–computer interaction; Information retrieval; Multimedia; Engineering drawing; Artificial intelligence; Programming language; Unified Modeling Language; Engineering; Database","score_opus":0.03423872765960313,"score_gpt":0.3316565737824468,"score_spread":0.29741784612284367,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113350871","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89344865,0.0009810914,0.025229586,0.00022208864,0.000074878146,0.000061284416,0.00008995203,0.0002188568,0.0796736],"genre_scores_gemma":[0.98839545,0.00032782776,0.0027894846,0.000015131823,0.000007721889,0.000007747012,0.000040356106,0.000045052275,0.008371144],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993273,0.00026031132,0.000030762967,0.00008159335,0.000221912,0.00007819378],"domain_scores_gemma":[0.99032474,0.0076839793,0.00045770747,0.0005404326,0.00080702116,0.00018609359],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052165793,0.00018173737,0.0002007588,0.001230956,0.0008462229,0.0023952231,0.0005043254,0.0005403488,0.010869981],"category_scores_gemma":[0.01184814,0.00011975206,0.00018257348,0.0017895978,0.001068115,0.002271722,0.0005901589,0.0005831654,0.0007484155],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023169003,0.0010182643,0.04866425,0.0014689984,0.000050115083,0.0042757164,0.0642897,0.019011829,0.08250368,0.39091772,0.0041480986,0.38133478],"study_design_scores_gemma":[0.00018893933,0.002147422,0.11013374,0.000711041,0.0002777594,0.0071062404,0.10473712,0.12140853,0.31329578,0.12081547,0.2189054,0.0002726303],"about_ca_topic_score_codex":0.0021189617,"about_ca_topic_score_gemma":0.0014963576,"teacher_disagreement_score":0.010869981,"about_ca_system_score_codex":0.00092170626,"about_ca_system_score_gemma":0.0006273166,"threshold_uncertainty_score":0.03636372},"labels":[],"label_agreement":null},{"id":"W2113689454","doi":"10.5909/jbe.2009.14.6.676","title":"Development of Service Guide for Mobile Broadcast Considering Interoperability","year":2009,"lang":"en","type":"article","venue":"Journal of Broadcast Engineering","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"ImmunoPrecise (Canada)","funders":"","keywords":"Interoperability; Computer science; Schema (genetic algorithms); Service layer; Digital Video Broadcasting; Computer network; Telecommunications; World Wide Web; Quality of service","score_opus":0.03370639726017561,"score_gpt":0.33023692502962787,"score_spread":0.29653052776945227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2113689454","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003658175,0.0005527268,0.9336389,0.0015400273,0.00075370754,0.002066909,0.0016921837,0.00918424,0.046913143],"genre_scores_gemma":[0.014309699,0.0011259653,0.934778,0.0004943515,0.00012652464,0.001733405,0.006856999,0.0022950904,0.038279925],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9953674,0.0013505188,0.00068287883,0.00036641356,0.0018944523,0.00033827528],"domain_scores_gemma":[0.99266064,0.0011487646,0.0002684455,0.0010759429,0.004455914,0.00039029252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006041431,0.0013983499,0.0007758474,0.0032924146,0.0015716568,0.004307694,0.002456719,0.0027064919,0.012617212],"category_scores_gemma":[0.012636254,0.0011315424,0.001117022,0.0028071657,0.001016475,0.004934114,0.002858783,0.0036872749,0.017061917],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012629194,0.00025400557,0.0012552065,0.00085036154,0.000034522804,0.0010042333,0.0025996557,0.005498513,0.01408202,0.42401546,0.14782354,0.4024562],"study_design_scores_gemma":[0.00003283897,0.00008837894,0.00039157562,0.0003813989,0.000021943813,0.0007846183,0.00059159374,0.014977054,0.006987154,0.02076553,0.9549166,0.000061305174],"about_ca_topic_score_codex":0.009045325,"about_ca_topic_score_gemma":0.006336462,"teacher_disagreement_score":0.012617212,"about_ca_system_score_codex":0.0024458915,"about_ca_system_score_gemma":0.008697095,"threshold_uncertainty_score":0.04220873},"labels":[],"label_agreement":null},{"id":"W2114260065","doi":"10.1109/cnsr.2005.13","title":"A Multi-Context Visual Web Page Authoring Tool","year":2005,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"Atlantic Canada Opportunities Agency","keywords":"Computer science; Web page; World Wide Web; Context (archaeology); The Internet; Web design; Multimedia; Static web page; Adaptation (eye); User interface; Web modeling; Web development; Human–computer interaction; Operating system","score_opus":0.05647776119589926,"score_gpt":0.38105790709306675,"score_spread":0.3245801458971675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114260065","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01330961,0.00048030756,0.7968969,0.00017648509,0.00020585691,0.00050701154,0.0014083063,0.17633365,0.010681882],"genre_scores_gemma":[0.10611582,0.000615859,0.84981054,0.00037894998,0.0001271086,0.00075080735,0.0028291321,0.010419819,0.028951919],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996493,0.00006748281,0.000033518143,0.000067482426,0.00015524118,0.00002703018],"domain_scores_gemma":[0.99876547,0.0007324544,0.000056896046,0.00016587731,0.00016345036,0.00011586941],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069410075,0.0011213687,0.00060579675,0.0015414872,0.00035031917,0.0010043872,0.0011199841,0.0012018867,0.015025682],"category_scores_gemma":[0.0028427746,0.0005024078,0.00058372645,0.0005328041,0.00022526142,0.0014624309,0.001319308,0.0010593241,0.003895966],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005157104,0.00040765075,0.0014945647,0.0010386981,0.00008857267,0.0023725482,0.0009993785,0.0043462534,0.11147377,0.0065327897,0.06630438,0.8044256],"study_design_scores_gemma":[0.00063956616,0.00080154993,0.009733131,0.0007004123,0.00021315916,0.009913956,0.00038612034,0.23310542,0.16782567,0.01911294,0.55704623,0.0005217367],"about_ca_topic_score_codex":0.0003456588,"about_ca_topic_score_gemma":0.0008625441,"teacher_disagreement_score":0.015025682,"about_ca_system_score_codex":0.00015441696,"about_ca_system_score_gemma":0.00029202193,"threshold_uncertainty_score":0.05026591},"labels":[],"label_agreement":null},{"id":"W2116808207","doi":"10.1109/icc.1992.268214","title":"Synchronization in real time multimedia data delivery","year":2003,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Synchronization (alternating current); Computer science; Scheme (mathematics); Protocol (science); Multimedia; Segmentation; Real-time computing; Data synchronization; Interval (graph theory); Control (management); Computer network; Artificial intelligence; Wireless sensor network","score_opus":0.05574776564936902,"score_gpt":0.3435607721170897,"score_spread":0.2878130064677207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116808207","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04270205,0.0019490789,0.9470855,0.00040644364,0.0001779053,0.00007473351,0.000026456808,0.0003503546,0.0072275084],"genre_scores_gemma":[0.8700399,0.002219852,0.11684718,0.0001690987,0.00026724863,0.00018670793,0.00008715569,0.000086447755,0.010096388],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984163,0.0005874815,0.00007014024,0.0002619491,0.0005440245,0.000120052864],"domain_scores_gemma":[0.99823254,0.0010172642,0.00023260829,0.00019892245,0.00025485602,0.000063772306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014853198,0.00037485134,0.00046393147,0.00056001777,0.0004524981,0.0011047275,0.00080521,0.00071766245,0.0021668847],"category_scores_gemma":[0.0042171273,0.00032125763,0.00025231924,0.0006857887,0.0010871813,0.0016977709,0.0010249546,0.00062550587,0.00041226935],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085514697,0.00014363631,0.0014714173,0.0006424828,0.00007046397,0.0006908216,0.000998697,0.22276041,0.09516547,0.39142737,0.0060808538,0.27969337],"study_design_scores_gemma":[0.00011735562,0.00062472303,0.0008108094,0.000044581502,0.000050823975,0.0006602428,0.00024209308,0.892959,0.03660727,0.042557225,0.025274402,0.000051456824],"about_ca_topic_score_codex":0.0012441083,"about_ca_topic_score_gemma":0.0005728307,"teacher_disagreement_score":0.0021668847,"about_ca_system_score_codex":0.0010884808,"about_ca_system_score_gemma":0.0006941748,"threshold_uncertainty_score":0.007897556},"labels":[],"label_agreement":null},{"id":"W2118225630","doi":"10.1109/ccece.1993.332377","title":"A multimedia document model for continuous media","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Rendering (computer graphics); Multimedia; Information retrieval; World Wide Web; Representation (politics); Interactive media; Multimedia information retrieval; Computer graphics (images)","score_opus":0.07262825346174781,"score_gpt":0.33775874484255464,"score_spread":0.2651304913808068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118225630","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016989172,0.0015271099,0.9622646,0.0009894115,0.00063745555,0.00045012363,0.002137928,0.005545215,0.024749115],"genre_scores_gemma":[0.047714498,0.0032269056,0.8919449,0.00081526267,0.0007030376,0.001441445,0.0064711696,0.0014365237,0.046246286],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99759585,0.00043652626,0.00037147696,0.00040706462,0.0010375079,0.0001515834],"domain_scores_gemma":[0.9962255,0.0009797711,0.00028688868,0.0010079565,0.0011935736,0.0003063502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021997814,0.001203776,0.0008590868,0.0023193902,0.0015623419,0.0071580694,0.0037598424,0.0030471873,0.013720978],"category_scores_gemma":[0.006443177,0.0006526218,0.0014293527,0.002919469,0.0014958462,0.008414927,0.0025899506,0.0026996173,0.009573888],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025173416,0.00014509246,0.00045073513,0.00062050956,0.00005162204,0.00089342805,0.0008390923,0.01869153,0.0066810953,0.7171073,0.07675404,0.17751388],"study_design_scores_gemma":[0.00010082323,0.000106918655,0.00016585221,0.00023872743,0.00006951461,0.001187335,0.00014363007,0.09674934,0.0068179853,0.12652819,0.7677913,0.000100375764],"about_ca_topic_score_codex":0.0059246738,"about_ca_topic_score_gemma":0.005560683,"teacher_disagreement_score":0.013720978,"about_ca_system_score_codex":0.0018997896,"about_ca_system_score_gemma":0.0030095049,"threshold_uncertainty_score":0.0459013},"labels":[],"label_agreement":null},{"id":"W2118298776","doi":"10.1109/icip.2001.959170","title":"New interactive services for digital TV","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Interactive television; Computer science; Digital television; Multimedia; The Internet; Interactive media; Services computing; Interactive video; Digital Video Broadcasting; World Wide Web; Web service; Telecommunications","score_opus":0.0390388310076795,"score_gpt":0.34023495972051465,"score_spread":0.30119612871283513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118298776","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041902367,0.005661203,0.5712896,0.004279722,0.0012312952,0.0014696877,0.0017333551,0.010530906,0.36190188],"genre_scores_gemma":[0.254957,0.0067836097,0.5583333,0.0017629862,0.001112411,0.0013935484,0.004962609,0.0017962806,0.16889839],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998686,0.00022863591,0.000083951294,0.00012210997,0.00072018686,0.00015911872],"domain_scores_gemma":[0.9986671,0.00027712138,0.00007529115,0.00024336312,0.0005083052,0.000228865],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011157198,0.00048067828,0.00025193414,0.00076927093,0.0007226108,0.002102035,0.0011747881,0.00085849187,0.027202804],"category_scores_gemma":[0.0035516112,0.00022473457,0.00031661463,0.00092317624,0.0004906427,0.003411498,0.0018177322,0.0012521256,0.004986472],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043011375,0.00032918545,0.0017292538,0.0005991732,0.000027104474,0.0003590749,0.0011036721,0.001801555,0.038419183,0.2677575,0.076100886,0.61134326],"study_design_scores_gemma":[0.00006286443,0.00019512892,0.0017730723,0.00013167046,0.000036747053,0.0011515374,0.00032290953,0.011114646,0.012134736,0.016978182,0.9560458,0.000052667303],"about_ca_topic_score_codex":0.0017363457,"about_ca_topic_score_gemma":0.0023253397,"teacher_disagreement_score":0.027202804,"about_ca_system_score_codex":0.0009611415,"about_ca_system_score_gemma":0.0010345633,"threshold_uncertainty_score":0.091002464},"labels":[],"label_agreement":null},{"id":"W2118828747","doi":"10.1109/icme.2006.262935","title":"Adaptation Scenarios for New Media Artworks","year":2006,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Adaptation (eye); Computer science; Multimedia; Event (particle physics); Focus (optics); Action (physics); Media arts; Digital media; Human–computer interaction; World Wide Web; Visual arts; Art","score_opus":0.06433113510688977,"score_gpt":0.32487308822135885,"score_spread":0.2605419531144691,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118828747","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15565531,0.00026863941,0.8116624,0.0011799112,0.00017414408,0.00094134756,0.00016685434,0.008925752,0.021025756],"genre_scores_gemma":[0.8503676,0.0001957139,0.14255084,0.00029155752,0.000045014924,0.0006422407,0.0003593545,0.0003348029,0.0052128765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99691725,0.0014206562,0.00031511407,0.0003736379,0.0007215296,0.00025181082],"domain_scores_gemma":[0.99323326,0.0041830214,0.0004663203,0.00096481515,0.00059931877,0.00055323256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004412855,0.0006189045,0.00035995638,0.00089294696,0.0009637213,0.002759006,0.0021092182,0.00208639,0.0042114845],"category_scores_gemma":[0.014329459,0.0005455581,0.00066122337,0.00039188692,0.0012485036,0.004612682,0.0028922546,0.0018101309,0.000735624],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002003636,0.0016802081,0.012682046,0.0007433351,0.0003398394,0.005540022,0.009552658,0.31266686,0.059277102,0.34570557,0.016914083,0.23289466],"study_design_scores_gemma":[0.00020525177,0.00019374998,0.002612627,0.00013547372,0.00008308982,0.0008570012,0.0014325938,0.79827815,0.03179247,0.10140748,0.06285271,0.00014933693],"about_ca_topic_score_codex":0.0011903493,"about_ca_topic_score_gemma":0.0011607104,"teacher_disagreement_score":0.004412855,"about_ca_system_score_codex":0.00091335,"about_ca_system_score_gemma":0.0007792023,"threshold_uncertainty_score":0.023337722},"labels":[],"label_agreement":null},{"id":"W2119136420","doi":"10.1080/01449290110069400","title":"Optimizing the reading of electronic text using rapid serial visual presentation","year":2001,"lang":"en","type":"article","venue":"Behaviour and Information Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":68,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Punctuation; Rapid serial visual presentation; Sentence; Computer science; Reading (process); Preference; Presentation (obstetrics); Word (group theory); Focus (optics); Speech recognition; Artificial intelligence; Psychology; Linguistics; Cognition; Neuroscience; Medicine; Mathematics","score_opus":0.020892858224705733,"score_gpt":0.3330645960639154,"score_spread":0.3121717378392097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119136420","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92000294,0.0011774293,0.07128886,0.00021178828,0.000065300395,0.00056225044,0.00018066145,0.0021078964,0.0044029793],"genre_scores_gemma":[0.8513366,0.00084682007,0.14359702,0.00010465386,0.000078443445,0.00031231693,0.00029141468,0.00023149492,0.0032011094],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99854386,0.0007663284,0.00013478418,0.00023817802,0.00026235214,0.000054552907],"domain_scores_gemma":[0.9907437,0.006808488,0.00091288285,0.000631142,0.00070925406,0.00019460071],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017278773,0.0007244487,0.00052778824,0.0005653123,0.00015545006,0.00093810534,0.0007393746,0.0005122999,0.003807582],"category_scores_gemma":[0.012192398,0.00026702773,0.00024919832,0.0005069789,0.0002498473,0.0015929935,0.00048910105,0.00030559357,0.001337787],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0044744965,0.0010370485,0.0049642078,0.0020818573,0.000074570635,0.00046808546,0.0009288023,0.0024220222,0.53750837,0.00061561336,0.0022435526,0.44318143],"study_design_scores_gemma":[0.0017650553,0.02820686,0.12896188,0.00039363204,0.00055311585,0.0039143874,0.0015996423,0.06387258,0.74036026,0.003997079,0.025901558,0.00047397488],"about_ca_topic_score_codex":0.00026103496,"about_ca_topic_score_gemma":0.00045338794,"teacher_disagreement_score":0.003807582,"about_ca_system_score_codex":0.00020844341,"about_ca_system_score_gemma":0.00024705025,"threshold_uncertainty_score":0.012737632},"labels":[],"label_agreement":null},{"id":"W2120220067","doi":"","title":"The \"Mindset Evolution\" of Television Production Specialists in Distance Education","year":2008,"lang":"en","type":"article","venue":"International journal of e-learning & distance education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mindset; Distance education; Sociology; Production (economics); Pedagogy; Humanities; Art; Computer science","score_opus":0.015615616246734038,"score_gpt":0.34012620605744276,"score_spread":0.32451058981070874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120220067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9940043,0.00017926695,0.0010576826,0.00040886583,0.000017928223,0.000013081005,0.0000053011595,0.000013940163,0.0042997263],"genre_scores_gemma":[0.9982278,0.000072683644,0.00048798375,0.00017510168,0.000009734353,0.000010001987,0.000012457661,0.000011065721,0.0009932227],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99457115,0.0028784082,0.00014476858,0.0004204691,0.0013364991,0.000648632],"domain_scores_gemma":[0.9836596,0.007576221,0.0027988653,0.0006279102,0.0019413742,0.0033959302],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004564185,0.0002839914,0.00027679,0.0017235941,0.003375698,0.0044070366,0.0011380352,0.0015333892,0.0017065785],"category_scores_gemma":[0.019492367,0.00046454437,0.00036996647,0.00080797315,0.0049287295,0.0019110098,0.004233227,0.0021497551,0.00029060297],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016453219,0.000182003,0.119402446,0.00015970797,0.000030508221,0.0011174427,0.82833767,0.00011607251,0.009295529,0.0020411653,0.00095626217,0.038196765],"study_design_scores_gemma":[0.000034627206,0.00043979363,0.2301925,0.00016277815,0.000029062141,0.0017977023,0.7443749,0.0005599724,0.001682704,0.002000419,0.018643511,0.000082011735],"about_ca_topic_score_codex":0.0035210801,"about_ca_topic_score_gemma":0.005132107,"teacher_disagreement_score":0.004564185,"about_ca_system_score_codex":0.0028577566,"about_ca_system_score_gemma":0.0017716071,"threshold_uncertainty_score":0.024137974},"labels":[],"label_agreement":null},{"id":"W2120397143","doi":"10.1109/enabl.1994.330504","title":"Functional specifications for collaboration services","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canada Excellence Research Chairs, Government of Canada","keywords":"Process (computing); Computer science; Set (abstract data type); Knowledge management; Collaborative software; World Wide Web; Group (periodic table); Engineering management; Engineering; Programming language","score_opus":0.15177941693630562,"score_gpt":0.3383906927039461,"score_spread":0.1866112757676405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2120397143","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016837196,0.0004089073,0.961079,0.0010625697,0.00020716089,0.00038397167,0.0011557863,0.0016765238,0.0323424],"genre_scores_gemma":[0.07556155,0.0018007027,0.878654,0.0016025734,0.0002486609,0.0021951604,0.006565114,0.0012607687,0.032111418],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9907265,0.00290459,0.0018817605,0.0008265191,0.0026938492,0.00096681307],"domain_scores_gemma":[0.9918909,0.0031048674,0.0006616317,0.0017456294,0.0022817838,0.00031522522],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009493912,0.0023061882,0.0006865665,0.0033367025,0.0029757172,0.0067547364,0.004310519,0.004748962,0.011478808],"category_scores_gemma":[0.013888403,0.0016246886,0.0027815625,0.0032321836,0.0034633495,0.007800078,0.0034968224,0.0033773135,0.007543135],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029688026,0.000041486546,0.00022669071,0.0003088679,0.000020180516,0.00027130396,0.0009261425,0.0036699232,0.0014186449,0.9532225,0.0108346185,0.029029876],"study_design_scores_gemma":[0.00004383518,0.00010565997,0.00026707142,0.00049191405,0.00007095279,0.0010008332,0.0007087332,0.019586004,0.004317289,0.34435424,0.62897336,0.00007999644],"about_ca_topic_score_codex":0.013067999,"about_ca_topic_score_gemma":0.013228535,"teacher_disagreement_score":0.013067999,"about_ca_system_score_codex":0.0029728396,"about_ca_system_score_gemma":0.0060492703,"threshold_uncertainty_score":0.050209224},"labels":[],"label_agreement":null},{"id":"W2121729366","doi":"10.1109/ccece.1998.682772","title":"MCLGallery: a framework for multimedia communications research","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science; Component (thermodynamics); Multimedia; Template; Rapid prototyping; Microsoft Windows; Software engineering; Operating system; Software; Engineering; Programming language","score_opus":0.4865637197885589,"score_gpt":0.5304863104010813,"score_spread":0.043922590612522405,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121729366","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00031306662,0.00042548197,0.9669798,0.00030990865,0.000072077186,0.00026064517,0.0003881935,0.023396077,0.0078546535],"genre_scores_gemma":[0.007640853,0.0009693136,0.9753788,0.00030262582,0.00011332019,0.0011242032,0.0013765108,0.004484207,0.008610264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756634,0.0006471918,0.00021679945,0.000366718,0.0009839167,0.00021902037],"domain_scores_gemma":[0.997936,0.0007466735,0.00013876191,0.0005243661,0.00037775518,0.00027652975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033390454,0.0018337187,0.0013787965,0.0035333822,0.0015942726,0.006352066,0.0065245912,0.0030456998,0.01997305],"category_scores_gemma":[0.0072410204,0.0020042593,0.0026413589,0.0025622365,0.0020942779,0.0073408564,0.005298991,0.0041909553,0.017108811],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012834155,0.00012179999,0.00042217076,0.000896068,0.00007152867,0.00045835774,0.0011373181,0.0121801635,0.006502074,0.63553685,0.10031135,0.24223395],"study_design_scores_gemma":[0.00009332789,0.000055025608,0.00025660792,0.0005250608,0.00004629508,0.0007172139,0.00013400808,0.061911922,0.0052805194,0.23664297,0.6942053,0.00013173622],"about_ca_topic_score_codex":0.006413164,"about_ca_topic_score_gemma":0.0058958153,"teacher_disagreement_score":0.01997305,"about_ca_system_score_codex":0.001982601,"about_ca_system_score_gemma":0.0038350148,"threshold_uncertainty_score":0.06681645},"labels":[],"label_agreement":null},{"id":"W2123106997","doi":"10.1109/icip.2000.899341","title":"Interactive DVD programming using next generation content-based encoded multimedia data","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Multimedia; Interactivity; MPEG-4; Interactive media; Interactive video; Coding (social sciences)","score_opus":0.5780751006916374,"score_gpt":0.4162540397083374,"score_spread":0.16182106098329996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123106997","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022742633,0.0003349311,0.9498209,0.00024344714,0.000116564945,0.00015142004,0.00010774935,0.002384339,0.024098046],"genre_scores_gemma":[0.26645085,0.00087700976,0.7058996,0.00021161993,0.0001312205,0.00019723455,0.00041856454,0.00046353324,0.025350403],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99979836,0.00004244966,0.000008368293,0.000025376245,0.00010072746,0.000024764398],"domain_scores_gemma":[0.99966824,0.00014283168,0.000016428705,0.000075780474,0.000068674606,0.000028044658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003704108,0.00027775066,0.00019505642,0.0005135784,0.00021727184,0.00092788826,0.00085848244,0.00030144837,0.006054643],"category_scores_gemma":[0.0010754362,0.00014067731,0.00023260542,0.0003157417,0.00031414372,0.0007557577,0.0006109593,0.0005806039,0.0010033796],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005991874,0.0002572199,0.0023171152,0.00043465034,0.000063272346,0.0009880004,0.0007851149,0.01408115,0.210032,0.10580751,0.009149514,0.65548533],"study_design_scores_gemma":[0.00026039302,0.0005826198,0.0024259638,0.000201728,0.00013957522,0.0026895707,0.00030701671,0.25950378,0.33738863,0.03453763,0.36184785,0.00011531402],"about_ca_topic_score_codex":0.00048326992,"about_ca_topic_score_gemma":0.00071829977,"teacher_disagreement_score":0.006054643,"about_ca_system_score_codex":0.00024551924,"about_ca_system_score_gemma":0.0002618603,"threshold_uncertainty_score":0.02025479},"labels":[],"label_agreement":null},{"id":"W2123475600","doi":"10.1109/icdsp.2002.1028156","title":"A scheduling scheme for multiplexing extra streaming data into digital TV programs","year":2003,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Multiplexing; Scheduling (production processes); Real-time computing; Digital television; Buffer (optical fiber); Computer network; Bandwidth (computing); Data stream; Computer hardware; Telecommunications","score_opus":0.1467606412404937,"score_gpt":0.39226673597227507,"score_spread":0.24550609473178137,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2123475600","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03400421,0.00016833814,0.96210647,0.00009380587,0.00013661096,0.00023563435,0.0000781556,0.0015033993,0.001673431],"genre_scores_gemma":[0.24873011,0.00017901185,0.7465002,0.000106408916,0.0001461986,0.00022213296,0.00020962863,0.00012340426,0.003782824],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99944156,0.00013704889,0.000061145794,0.00012610866,0.0001673711,0.00006676739],"domain_scores_gemma":[0.99851817,0.00040417656,0.00018503227,0.0003228331,0.0003952088,0.00017466921],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009870928,0.0007556799,0.0006556176,0.00080550543,0.0010422191,0.00066065014,0.0014087799,0.0005456895,0.0024149674],"category_scores_gemma":[0.0024787984,0.0003677827,0.0003780583,0.0010091042,0.00048494962,0.0010442745,0.0006315542,0.0007142182,0.0006370859],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011828798,0.0005405479,0.000970292,0.0002491518,0.00006181878,0.00022041883,0.00039054468,0.083301604,0.14891602,0.03655219,0.0072878865,0.7203266],"study_design_scores_gemma":[0.00028269898,0.0007069966,0.0006409105,0.000021662296,0.00007182291,0.000401321,0.000056491826,0.8968795,0.07169849,0.012654686,0.016515363,0.00007003646],"about_ca_topic_score_codex":0.0026486663,"about_ca_topic_score_gemma":0.0024248185,"teacher_disagreement_score":0.0026486663,"about_ca_system_score_codex":0.0010043307,"about_ca_system_score_gemma":0.0019098896,"threshold_uncertainty_score":0.008078873},"labels":[],"label_agreement":null},{"id":"W2124759041","doi":"10.1145/1056808.1056912","title":"User strategies for handling information tasks in webcasts","year":2005,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; Dalhousie University; Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Webcast; Computer science; Timeline; Metadata; Multimedia; Interactivity; World Wide Web","score_opus":0.034848953122643085,"score_gpt":0.35661959091812534,"score_spread":0.32177063779548226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124759041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97877866,0.00007088966,0.015511452,0.00007988442,0.0000094243305,0.00020404125,0.000019629893,0.00018083329,0.0051451325],"genre_scores_gemma":[0.98695964,0.000079249,0.011100865,0.000034293338,0.000008890372,0.0001592947,0.00004298244,0.000029774119,0.0015849816],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9964444,0.0023586734,0.00022601052,0.00020345459,0.00046566775,0.00030176307],"domain_scores_gemma":[0.98174816,0.0133237885,0.0015630791,0.0014827664,0.0009952744,0.00088692945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044129156,0.00049480295,0.00037392142,0.0010216832,0.0010196913,0.0032072284,0.0010093884,0.0010284083,0.0016414414],"category_scores_gemma":[0.029758332,0.00039595301,0.0003973324,0.00040894462,0.00090973044,0.0017938167,0.0018357473,0.00081052055,0.0005727092],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015956636,0.001203893,0.12341714,0.0012176713,0.00013355065,0.0023784796,0.5723482,0.0020925354,0.08409575,0.008662493,0.001477281,0.20137733],"study_design_scores_gemma":[0.0008739746,0.0045526093,0.3324281,0.0009005938,0.00055569236,0.0031599712,0.47459805,0.047327403,0.051905323,0.016343107,0.06672725,0.00062796654],"about_ca_topic_score_codex":0.0015487066,"about_ca_topic_score_gemma":0.0016068997,"teacher_disagreement_score":0.0044129156,"about_ca_system_score_codex":0.00045794103,"about_ca_system_score_gemma":0.0007794463,"threshold_uncertainty_score":0.02333802},"labels":[],"label_agreement":null},{"id":"W2125416582","doi":"10.1109/ccece.1999.807221","title":"CORBA-based multimedia audio chat","year":2003,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Common Object Request Broker Architecture; Event (particle physics); Online chat; Chat room; Synchronization (alternating current); Multimedia; World Wide Web; Protocol (science); Operating system; Computer network; The Internet","score_opus":0.039914453053056444,"score_gpt":0.3385115170958671,"score_spread":0.2985970640428106,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2125416582","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020524483,0.00058528065,0.89096224,0.0005712869,0.00040029682,0.0011113796,0.0003657577,0.052718546,0.03276072],"genre_scores_gemma":[0.43427068,0.00079547375,0.50364107,0.0006360192,0.00026297127,0.0018378298,0.0018433362,0.0032501633,0.053462517],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99763346,0.0006163512,0.00018488755,0.00031577377,0.0009536253,0.00029585688],"domain_scores_gemma":[0.99749976,0.0006373528,0.00015257791,0.0006541366,0.0007992932,0.000256861],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024289582,0.00093841105,0.00052351714,0.00093319244,0.0015739714,0.0018435796,0.0021339618,0.0010204411,0.0077439863],"category_scores_gemma":[0.00403442,0.00041441488,0.0005436562,0.00070598227,0.0009168525,0.0019382881,0.0019862282,0.0013145711,0.0028529032],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032578404,0.0011681949,0.0025791982,0.002187325,0.0002382389,0.0022757188,0.0033555173,0.038570117,0.19372113,0.13402352,0.049017522,0.5696057],"study_design_scores_gemma":[0.0007416611,0.000527051,0.002450184,0.00028238085,0.00022474075,0.0015001361,0.0006356869,0.33117485,0.18478678,0.043290563,0.43412313,0.0002628982],"about_ca_topic_score_codex":0.006020065,"about_ca_topic_score_gemma":0.0032546658,"teacher_disagreement_score":0.0077439863,"about_ca_system_score_codex":0.0010349094,"about_ca_system_score_gemma":0.0019168393,"threshold_uncertainty_score":0.025906205},"labels":[],"label_agreement":null},{"id":"W2130417612","doi":"10.1109/hicss.2004.1265263","title":"Transformation volatility and the gateway model for Web page migration to small screen devices","year":2004,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Web page; Computer science; Replica; World Wide Web; Transformation (genetics); Mashup; Gateway (web page); Display size; Web navigation; Display device; Operating system","score_opus":0.05424699523721384,"score_gpt":0.3185883511188837,"score_spread":0.26434135588166985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130417612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8449023,0.00014382346,0.14309432,0.00053142296,0.000033689197,0.00027473713,0.00013879173,0.00062430766,0.010256769],"genre_scores_gemma":[0.98869926,0.00004323312,0.010236662,0.000042388263,0.0000059943754,0.00010186342,0.000080214646,0.00003239506,0.00075794803],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9976157,0.001216946,0.00009797231,0.00026928223,0.0006158731,0.00018419788],"domain_scores_gemma":[0.9882814,0.008147048,0.001359275,0.0012654561,0.00060174114,0.00034493385],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027198535,0.0005576852,0.00040001443,0.0008167365,0.00043813704,0.0017100492,0.0006824499,0.00077265635,0.0026405638],"category_scores_gemma":[0.020875443,0.00030718732,0.0010155375,0.00067705516,0.0015554664,0.0024011333,0.0012367495,0.0010555801,0.00044822803],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005356,0.0027814824,0.12952106,0.0005647066,0.00042821892,0.0011771349,0.0068320655,0.4286145,0.027062645,0.15459666,0.0048540225,0.23821159],"study_design_scores_gemma":[0.00038952977,0.001594348,0.05704998,0.000043756037,0.00021673425,0.0006999351,0.001618529,0.83271015,0.009983937,0.092502035,0.003039744,0.0001513141],"about_ca_topic_score_codex":0.0034168505,"about_ca_topic_score_gemma":0.002405447,"teacher_disagreement_score":0.0034168505,"about_ca_system_score_codex":0.0012610261,"about_ca_system_score_gemma":0.0008924778,"threshold_uncertainty_score":0.014384091},"labels":[],"label_agreement":null},{"id":"W2130521856","doi":"10.1109/itcc.2002.1000430","title":"Delivery of MPEG-4 object based multimedia in a multicast environment","year":2005,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multicast; Computer science; IP multicast; Xcast; Source-specific multicast; Pragmatic General Multicast; Protocol Independent Multicast; Computer network; Reliable multicast; Multimedia; The Internet; Multicast address; MPEG-4; Distributed computing; World Wide Web","score_opus":0.02449733400163516,"score_gpt":0.2967568582448976,"score_spread":0.27225952424326244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130521856","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05086176,0.00091580546,0.91951627,0.00039516698,0.00026280928,0.0003642451,0.0002020875,0.0026747962,0.024806967],"genre_scores_gemma":[0.3368864,0.0018311058,0.63574135,0.000291405,0.0003598111,0.00032204203,0.00094715186,0.00036115287,0.023259627],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996093,0.000083768624,0.000027669075,0.000028157005,0.0002022469,0.00004891617],"domain_scores_gemma":[0.99958307,0.000099313285,0.000040968924,0.00006262476,0.00017302582,0.000040980485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010994755,0.0003648898,0.000339373,0.00096017175,0.00077102834,0.001237335,0.00083668844,0.0007247501,0.0023341563],"category_scores_gemma":[0.0012131874,0.00018180929,0.00027555195,0.00056910666,0.0003263605,0.0010997484,0.0007225729,0.00046118762,0.0013750264],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007229431,0.0002536235,0.0031912776,0.00044318926,0.0000929995,0.0018082198,0.0014270928,0.013620975,0.25035033,0.14743076,0.011782239,0.56887645],"study_design_scores_gemma":[0.00020279014,0.0012384615,0.0042149876,0.00022032237,0.0002539903,0.0024895882,0.00066701154,0.25351337,0.34209946,0.059241302,0.33569995,0.00015872251],"about_ca_topic_score_codex":0.00066569983,"about_ca_topic_score_gemma":0.00043310024,"teacher_disagreement_score":0.0023341563,"about_ca_system_score_codex":0.0004326849,"about_ca_system_score_gemma":0.00036873552,"threshold_uncertainty_score":0.0078085065},"labels":[],"label_agreement":null},{"id":"W2132657692","doi":"10.1109/mmsd.1996.557760","title":"Specification of synchronization requirements for distributed multimedia systems","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Petri net; Computer science; Synchronization (alternating current); Distributed computing; Process architecture; Object (grammar); Field (mathematics); Real-time computing; Stochastic Petri net; Computer network; Artificial intelligence","score_opus":0.10912304854826581,"score_gpt":0.3451155672505216,"score_spread":0.2359925187022558,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132657692","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049299493,0.000372065,0.9339858,0.00052801525,0.000085336644,0.00056071643,0.0003617417,0.0012462807,0.013560432],"genre_scores_gemma":[0.5723782,0.00083716534,0.4180928,0.00025798377,0.00011244323,0.0011798838,0.0012398424,0.00040244378,0.0054992596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.992998,0.0019700218,0.0010285244,0.00051815505,0.003025239,0.00046011223],"domain_scores_gemma":[0.99044925,0.00525861,0.0010339501,0.0009458541,0.00209876,0.00021359959],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047382396,0.0008766401,0.00066918595,0.0010986918,0.00077013724,0.0018404435,0.0014126619,0.0015124709,0.001722505],"category_scores_gemma":[0.012946673,0.00065178645,0.0007653072,0.0008242869,0.00076746533,0.0020497942,0.0014431764,0.0011094792,0.0006314592],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005472785,0.0003218825,0.0034759333,0.0014930625,0.000097083044,0.0034796726,0.0027765993,0.23842907,0.13531692,0.46896943,0.008437159,0.13665599],"study_design_scores_gemma":[0.00020304516,0.00039646294,0.0011666426,0.00052238145,0.00010589949,0.0016130228,0.0011521857,0.7252833,0.09991154,0.08672221,0.082799345,0.00012401868],"about_ca_topic_score_codex":0.0019896831,"about_ca_topic_score_gemma":0.0021302467,"teacher_disagreement_score":0.0047382396,"about_ca_system_score_codex":0.0012307538,"about_ca_system_score_gemma":0.0020518817,"threshold_uncertainty_score":0.025058508},"labels":[],"label_agreement":null},{"id":"W2132678388","doi":"10.1109/wescan.1997.627144","title":"Multimedia courseware for an introductory analog electronics course","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Multimedia; Animation; Computer science; Course (navigation); Computer graphics (images); Engineering","score_opus":0.05432194951863012,"score_gpt":0.35778142291906095,"score_spread":0.30345947340043083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132678388","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09233849,0.0015333024,0.21191794,0.0037888412,0.0023784821,0.008253902,0.0045253,0.026307633,0.6489561],"genre_scores_gemma":[0.092269026,0.0017975766,0.32715443,0.00138309,0.001260577,0.002854708,0.005761606,0.0017733705,0.5657457],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99983144,0.000021001058,0.000009933981,0.000020446128,0.00008816742,0.000028985964],"domain_scores_gemma":[0.9989912,0.00020821196,0.00005701619,0.000115500254,0.000241892,0.00038622838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000579041,0.0005390859,0.00031364485,0.0012034717,0.00056261284,0.00086394575,0.0010090941,0.00071765075,0.16825214],"category_scores_gemma":[0.0020716675,0.00018353766,0.00034753061,0.0008360971,0.00013223501,0.0008196649,0.0008653385,0.00071221247,0.05671474],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011424289,0.0010984028,0.0011664571,0.00029175138,0.00000493682,0.00038093823,0.00027142686,0.0008109281,0.021406885,0.0046998872,0.16850194,0.8012522],"study_design_scores_gemma":[0.00010425638,0.0011555036,0.016041262,0.0003249826,0.00003092494,0.0010279908,0.0002837996,0.00364727,0.011754341,0.004882768,0.9607051,0.000041825842],"about_ca_topic_score_codex":0.00045339527,"about_ca_topic_score_gemma":0.0013866145,"teacher_disagreement_score":0.16825214,"about_ca_system_score_codex":0.00049808534,"about_ca_system_score_gemma":0.0012561099,"threshold_uncertainty_score":0.5628595},"labels":[],"label_agreement":null},{"id":"W2135257499","doi":"10.1145/1217935.1217969","title":"URICA","year":2006,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Adaptation (eye); Content adaptation; Mobile device; Multimedia; Bandwidth (computing); Fidelity; Human–computer interaction; World Wide Web; Ubiquitous computing; Computer network; Telecommunications","score_opus":0.015169645114498627,"score_gpt":0.3216469950067069,"score_spread":0.30647734989220826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135257499","genre_codex":"software","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010449479,0.0036380657,0.26213726,0.0014227726,0.0011599963,0.0014322669,0.016278954,0.4179047,0.28557646],"genre_scores_gemma":[0.14427148,0.0036982002,0.32034194,0.0026344648,0.0006590447,0.0028871228,0.08427672,0.07902437,0.3622067],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99740297,0.00047419345,0.0001735387,0.0005789919,0.0010759907,0.00029419147],"domain_scores_gemma":[0.99709344,0.00047093895,0.00016184914,0.0010944783,0.000853709,0.00032556994],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002045106,0.0015088043,0.0013209305,0.0020689967,0.0013006842,0.004574813,0.003393634,0.0018304914,0.10811748],"category_scores_gemma":[0.008318799,0.0010062237,0.0011825963,0.0017356855,0.0007050991,0.004581491,0.004716692,0.0018847756,0.090783805],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017038247,0.00036519015,0.002591292,0.0012081224,0.00019533365,0.0005654223,0.0008956982,0.0031903982,0.019135607,0.04783713,0.4962115,0.42610055],"study_design_scores_gemma":[0.00015341032,0.00016788246,0.001360509,0.00018135535,0.00006899193,0.0004964483,0.00011057901,0.017820472,0.0106680645,0.0145515865,0.9543169,0.00010382806],"about_ca_topic_score_codex":0.0033660606,"about_ca_topic_score_gemma":0.003071558,"teacher_disagreement_score":0.10811748,"about_ca_system_score_codex":0.0010697294,"about_ca_system_score_gemma":0.0018022389,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2135258644","doi":"10.1007/s00530-008-0134-0","title":"Canonical processes of semantically annotated media production","year":2008,"lang":"en","type":"article","venue":"Multimedia Systems","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":70,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Computer science; Conjunction (astronomy); Production (economics); Set (abstract data type); Semantics (computer science); Term (time); Data science; Information retrieval; Programming language","score_opus":0.06536604753102654,"score_gpt":0.3150086015704312,"score_spread":0.24964255403940466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135258644","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036222316,0.00048404734,0.93438286,0.0007741124,0.00019706732,0.00013406987,0.00055362715,0.0016551812,0.025596764],"genre_scores_gemma":[0.69276917,0.00071444677,0.28023297,0.00028884955,0.00039308908,0.00037275394,0.0017793622,0.0014953895,0.021953965],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99104273,0.0034190966,0.00056249957,0.0022014212,0.0019282816,0.00084594125],"domain_scores_gemma":[0.9816036,0.009160617,0.0010723352,0.0026812062,0.004960024,0.0005222908],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00524032,0.0013743575,0.00088900735,0.0037857685,0.0024913824,0.009418927,0.0020803895,0.0022994592,0.013949216],"category_scores_gemma":[0.027239894,0.0014567663,0.0023315982,0.0030274608,0.0063456167,0.014233762,0.004738644,0.0026094895,0.0040598423],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007421586,0.000019701529,0.00040280024,0.000056819597,0.000015479001,0.00021425606,0.0010582614,0.0014415054,0.001099231,0.9868924,0.00068611745,0.008039255],"study_design_scores_gemma":[0.00001699133,0.000022510027,0.00023604471,0.00004350456,0.000030959287,0.00015375155,0.00046285972,0.029593876,0.004251306,0.9594845,0.0056683538,0.000035353107],"about_ca_topic_score_codex":0.003582421,"about_ca_topic_score_gemma":0.0019778109,"teacher_disagreement_score":0.013949216,"about_ca_system_score_codex":0.0024244252,"about_ca_system_score_gemma":0.0023804791,"threshold_uncertainty_score":0.046664774},"labels":[],"label_agreement":null},{"id":"W2136300789","doi":"10.1109/icccn.2011.6006079","title":"A Collaborative Cloud-Based Multimedia Sharing Platform for Social Networking Environments","year":2011,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Cloud computing; World Wide Web; Multimedia; Scalability; The Internet; Architecture; Variety (cybernetics); Social media; Database","score_opus":0.10062818331750155,"score_gpt":0.3362812534482588,"score_spread":0.23565307013075726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136300789","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11847342,0.0005319308,0.81809217,0.0012637838,0.00047677464,0.0026232488,0.0011479772,0.023456564,0.0339342],"genre_scores_gemma":[0.487309,0.00038392906,0.48838305,0.0004183235,0.00018943528,0.0010837063,0.0016950393,0.0008844076,0.019653104],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992619,0.00015294894,0.00005063751,0.00011332798,0.00028723117,0.00013399647],"domain_scores_gemma":[0.99872786,0.00015389301,0.00009542986,0.00031369543,0.00023970938,0.00046944903],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009489626,0.0004967748,0.00042598855,0.00069701805,0.0018797294,0.0013587485,0.001753868,0.0009886407,0.0047719036],"category_scores_gemma":[0.00160286,0.00028216207,0.0005633093,0.000819513,0.0004257472,0.0020924748,0.0028596665,0.00095383474,0.0017149852],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034395459,0.0028713387,0.008802811,0.00096197246,0.0002559101,0.0044828705,0.0026830137,0.033941064,0.18711315,0.086937845,0.12279443,0.545716],"study_design_scores_gemma":[0.00075484475,0.0014100878,0.01008361,0.00017155285,0.00018613327,0.0023788118,0.000943457,0.5962827,0.068198316,0.037765305,0.28148824,0.00033683496],"about_ca_topic_score_codex":0.0035560287,"about_ca_topic_score_gemma":0.003991241,"teacher_disagreement_score":0.0047719036,"about_ca_system_score_codex":0.0006601923,"about_ca_system_score_gemma":0.0017007184,"threshold_uncertainty_score":0.015963674},"labels":[],"label_agreement":null},{"id":"W2136709093","doi":"10.1109/ccece.2004.1345049","title":"An application framework for mobile Internet services","year":2004,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Computer science; The Internet; Personalization; Rendering (computer graphics); World Wide Web; Identity management; Computer network; Mobile computing; Architecture; Multimedia; Access control","score_opus":0.018786351493451963,"score_gpt":0.3805238308385082,"score_spread":0.36173747934505623,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136709093","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010973625,0.0024881153,0.96635956,0.0013970606,0.00061536854,0.0007062128,0.00023292136,0.005152796,0.02195048],"genre_scores_gemma":[0.035752263,0.004558291,0.92605007,0.0012386878,0.000720095,0.0020335207,0.0015375913,0.0016445636,0.026464915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9953565,0.0012789096,0.0006307071,0.00038131187,0.0019070295,0.00044560854],"domain_scores_gemma":[0.9987877,0.00035270344,0.00007303343,0.00024452695,0.00034963625,0.00019244275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053271647,0.0016420707,0.0012431863,0.0029104012,0.002504971,0.006168281,0.0041986336,0.004897826,0.00670133],"category_scores_gemma":[0.0044330917,0.0012258622,0.002356311,0.0023955386,0.0021027275,0.006834877,0.0043905643,0.005269246,0.0046324898],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000421146,0.00007324156,0.00019411661,0.0003286766,0.00003731054,0.0007572626,0.0005749956,0.0053475145,0.0036744915,0.9017919,0.024350869,0.062827654],"study_design_scores_gemma":[0.000044550427,0.00006738465,0.0001946239,0.00042909913,0.000047066478,0.001245786,0.00013006307,0.04684356,0.0017877084,0.14541617,0.8037094,0.00008459831],"about_ca_topic_score_codex":0.005582699,"about_ca_topic_score_gemma":0.004414887,"teacher_disagreement_score":0.00670133,"about_ca_system_score_codex":0.0019635193,"about_ca_system_score_gemma":0.0031491257,"threshold_uncertainty_score":0.028173089},"labels":[],"label_agreement":null},{"id":"W2137366722","doi":"10.1109/ipcc.1996.552599","title":"Using technology to tailor electronic information to users","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nortel (Canada)","funders":"","keywords":"Hyperlink; Computer science; Documentation; World Wide Web; Field (mathematics); Multimedia; Web page","score_opus":0.0450588412919157,"score_gpt":0.37226622081816746,"score_spread":0.3272073795262518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137366722","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6386704,0.00065792375,0.23221527,0.0020898387,0.00007642264,0.0009652977,0.00013248455,0.003673298,0.121519044],"genre_scores_gemma":[0.7821206,0.001079655,0.19047199,0.0007284469,0.000063919484,0.0006577606,0.00028001342,0.00047498007,0.024122566],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971284,0.0014562483,0.00016830752,0.00027805805,0.0007130182,0.0002559569],"domain_scores_gemma":[0.9911622,0.0058219805,0.000562122,0.0013011897,0.0009152376,0.00023739264],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003769265,0.00050203275,0.00022989171,0.0017196833,0.00070926844,0.0038069165,0.00081022555,0.0012527735,0.004184477],"category_scores_gemma":[0.015009221,0.0003953454,0.0002395146,0.0012891103,0.0013587931,0.0075688125,0.0020888855,0.00061498344,0.0019363142],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036006662,0.0007146317,0.033480912,0.0006641338,0.0000529583,0.0008057514,0.02132355,0.0030891364,0.056463543,0.033218183,0.008162055,0.84166515],"study_design_scores_gemma":[0.00040362615,0.0040002633,0.071157806,0.0012138796,0.00032284798,0.004763573,0.04127587,0.033733852,0.14064051,0.07999735,0.62212044,0.00036997622],"about_ca_topic_score_codex":0.001196395,"about_ca_topic_score_gemma":0.0018562715,"teacher_disagreement_score":0.004184477,"about_ca_system_score_codex":0.00076288945,"about_ca_system_score_gemma":0.00094448944,"threshold_uncertainty_score":0.019933999},"labels":[],"label_agreement":null},{"id":"W2141194776","doi":"10.1109/coginf.2002.1039296","title":"Agent-based hierarchical video presentation over Internet","year":2003,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Quality of service; Key (lock); The Internet; Frame (networking); Frame rate; Hierarchical database model; Presentation (obstetrics); Video quality; Real-time computing; Computer network; Distributed computing; Data mining; Artificial intelligence; World Wide Web; Operating system; Engineering","score_opus":0.04142752590423842,"score_gpt":0.3604018177763085,"score_spread":0.31897429187207005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141194776","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018816032,0.000114690156,0.9762457,0.00010732823,0.000032544136,0.00007577897,0.00004093465,0.0011259087,0.003440944],"genre_scores_gemma":[0.384585,0.00015155335,0.60946697,0.000070757196,0.000030883653,0.00016123848,0.00017154911,0.00012438152,0.005237599],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996412,0.0000899727,0.000021686234,0.00006143065,0.00013562237,0.000050142826],"domain_scores_gemma":[0.9995586,0.00017152932,0.000047835,0.000059956492,0.00011520086,0.000046885816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050939264,0.00048169584,0.0006085775,0.00077355443,0.00065929256,0.0008876574,0.00125319,0.0008157927,0.003584457],"category_scores_gemma":[0.0013163796,0.00025268155,0.00048134517,0.0006346723,0.00033680876,0.00097605324,0.0011693911,0.0006603685,0.00067640253],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003587122,0.00014728177,0.00087267713,0.0001258334,0.0000789596,0.00027907096,0.0002520553,0.48344576,0.022912191,0.030121721,0.006363528,0.45504215],"study_design_scores_gemma":[0.000024035513,0.000043546188,0.000097584474,0.0000043900845,0.0000106467105,0.000050729097,0.000025963911,0.98810333,0.003549743,0.0062600276,0.0018224757,0.000007531626],"about_ca_topic_score_codex":0.002665339,"about_ca_topic_score_gemma":0.0023069242,"teacher_disagreement_score":0.003584457,"about_ca_system_score_codex":0.0007011139,"about_ca_system_score_gemma":0.00050133147,"threshold_uncertainty_score":0.011991143},"labels":[],"label_agreement":null},{"id":"W2143330274","doi":"10.1109/ccece.2007.118","title":"Secure and Scalable Video Streaming over IEEE 802.11e Based Home Networks","year":2007,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Scalability; Computer network; Quality of service; Encryption; Scalable Video Coding; Wireless network; Video quality; Video streaming; Wireless; Multimedia; Telecommunications; Database","score_opus":0.015688457949146844,"score_gpt":0.3048907964116121,"score_spread":0.28920233846246524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143330274","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30401537,0.00082953234,0.68524635,0.00046388566,0.00008525652,0.00015613402,0.000052922285,0.0017378303,0.00741277],"genre_scores_gemma":[0.9144733,0.00041187374,0.08290373,0.00007171685,0.000059589154,0.00004777509,0.000083190855,0.000027155798,0.0019216967],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996942,0.000076935255,0.000021957096,0.000036891342,0.00013490277,0.00003510893],"domain_scores_gemma":[0.9993892,0.00021246941,0.00008173213,0.00012444478,0.00015702756,0.000035198675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000641131,0.00027913932,0.00027776413,0.0002596623,0.0003315099,0.00046714273,0.0004568508,0.00039748978,0.0006810569],"category_scores_gemma":[0.0013541043,0.000119207594,0.000111066714,0.00025061195,0.0003988884,0.0012862821,0.00046801142,0.00044389584,0.00015235825],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000901793,0.0004502423,0.005983229,0.00025754466,0.00013964786,0.0015147743,0.0007066788,0.17080298,0.3094576,0.04103392,0.0042912033,0.4644604],"study_design_scores_gemma":[0.00011838653,0.0005133025,0.0031583114,0.000023734412,0.000062835585,0.0009352334,0.00023111922,0.8722986,0.098867916,0.01399143,0.009755546,0.00004350822],"about_ca_topic_score_codex":0.00064879266,"about_ca_topic_score_gemma":0.0005502504,"teacher_disagreement_score":0.0006810569,"about_ca_system_score_codex":0.00028233,"about_ca_system_score_gemma":0.00021723911,"threshold_uncertainty_score":0.0033906698},"labels":[],"label_agreement":null},{"id":"W2143700049","doi":"10.7202/900719ar","title":"L’interactivité dans un environnement d’apprentissage multimédia","year":2009,"lang":"fr","type":"article","venue":"Revue des sciences de l éducation","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Humanities; Psychology; Philosophy","score_opus":0.2643850043612416,"score_gpt":0.4207881902639577,"score_spread":0.15640318590271607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2143700049","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5595343,0.0023106358,0.36331537,0.0011204261,0.00013210335,0.00025628266,0.00017132494,0.0006748434,0.0724847],"genre_scores_gemma":[0.9116107,0.00088374736,0.07517704,0.000103360595,0.000041961866,0.00015000833,0.00012278835,0.00009597631,0.0118144],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997031,0.0010943753,0.0001322221,0.0005482027,0.001011657,0.00018259812],"domain_scores_gemma":[0.99429554,0.0033282528,0.00044630974,0.00047478033,0.0012761632,0.00017894892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002286515,0.0008342588,0.0004955362,0.0013801568,0.0011950327,0.0056751017,0.0009747039,0.0015748213,0.0045060394],"category_scores_gemma":[0.008578248,0.00040896685,0.0006991716,0.00086645514,0.002227972,0.004944597,0.0019687787,0.001065732,0.0006416145],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00072986673,0.0005201642,0.041847274,0.0017856304,0.00029954757,0.0031462165,0.10124741,0.026370704,0.12453054,0.2643361,0.0023566994,0.43282977],"study_design_scores_gemma":[0.00012221628,0.0025888896,0.124503694,0.0016714396,0.00076998223,0.007231729,0.07805931,0.19451405,0.1328282,0.158422,0.29857424,0.0007143231],"about_ca_topic_score_codex":0.0054332986,"about_ca_topic_score_gemma":0.003080747,"teacher_disagreement_score":0.0056751017,"about_ca_system_score_codex":0.0016532408,"about_ca_system_score_gemma":0.0010646234,"threshold_uncertainty_score":0.015074253},"labels":[],"label_agreement":null},{"id":"W2145646859","doi":"10.1016/j.jbi.2013.08.002","title":"Digital video analysis of health professionals’ interactions with an electronic whiteboard: A longitudinal, naturalistic study of changes to user interactions","year":2013,"lang":"en","type":"article","venue":"Journal of Biomedical Informatics","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Whiteboard; Computer science; Multimedia; Health professionals; Longitudinal study; Human–computer interaction; Naturalistic observation; Interactive whiteboard; World Wide Web; Psychology; Medicine; Health care","score_opus":0.038300832279885115,"score_gpt":0.40014367334421375,"score_spread":0.3618428410643286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145646859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9995442,0.000016534423,0.00014674643,0.000018367455,0.0000016631769,0.000015231076,0.000059421174,0.0000031295012,0.00019473441],"genre_scores_gemma":[0.9987546,0.000042075822,0.0005170632,0.000031427982,0.0000051572415,0.00004750179,0.00017487544,0.0000039582537,0.00042330497],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993648,0.00029872954,0.00003373755,0.00010832927,0.00011753156,0.00007680933],"domain_scores_gemma":[0.9943112,0.0026362117,0.0012749888,0.00029482917,0.0008700258,0.0006126838],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011430841,0.00019639675,0.0001743577,0.0011218698,0.0007470335,0.00078398094,0.00037659318,0.0006030196,0.0013342007],"category_scores_gemma":[0.008919794,0.00023582665,0.0001734009,0.0005279643,0.00038453506,0.0005634519,0.0007705604,0.00052231445,0.00034419875],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001057521,0.0037971998,0.8466299,0.00017745147,0.00013487082,0.0008880904,0.094051436,0.00019166597,0.01684553,0.00022712217,0.0012007339,0.03479848],"study_design_scores_gemma":[0.000026752165,0.001118498,0.96319246,0.000029401068,0.000041887015,0.0004157982,0.031026987,0.000862621,0.0016896364,0.00009445291,0.0014631477,0.00003836938],"about_ca_topic_score_codex":0.0061095897,"about_ca_topic_score_gemma":0.013610429,"teacher_disagreement_score":0.0061095897,"about_ca_system_score_codex":0.0003302327,"about_ca_system_score_gemma":0.0003999494,"threshold_uncertainty_score":0.012148082},"labels":[],"label_agreement":null},{"id":"W2147323316","doi":"10.1109/icnp.1995.524841","title":"Petri net models for describing multimedia synchronization requirements","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Petri net; Computer science; Synchronization (alternating current); Formal specification; Distributed computing; Process architecture; Language Of Temporal Ordering Specification; Field (mathematics); Object (grammar); Programming language; Real-time computing; Artificial intelligence; Computer network","score_opus":0.2124416752057093,"score_gpt":0.34613524241179233,"score_spread":0.13369356720608302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147323316","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029645555,0.00056344946,0.98165303,0.00046264403,0.0000967579,0.00021824037,0.00044025603,0.0003854606,0.013215607],"genre_scores_gemma":[0.15064676,0.003165316,0.82471246,0.0004733371,0.00017840086,0.0019735023,0.0016544176,0.0003177059,0.016878147],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975151,0.0007992087,0.00031091127,0.00025948268,0.00095872814,0.00015657203],"domain_scores_gemma":[0.9968466,0.0019349683,0.00043170323,0.00025107365,0.00045466944,0.00008091422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023826996,0.0018566498,0.0006624218,0.0018392673,0.0008233974,0.0023418653,0.0024838145,0.0024189546,0.0054946216],"category_scores_gemma":[0.006172027,0.00077120133,0.001412362,0.0018116815,0.001312897,0.0043000863,0.0013018288,0.0021428168,0.0016640654],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051390063,0.00005320706,0.00031308198,0.00039988267,0.000032048647,0.0005694286,0.00055670773,0.16657108,0.0045666927,0.7991868,0.0028220864,0.024877563],"study_design_scores_gemma":[0.00005900844,0.00009874338,0.00020026938,0.00032427153,0.00007631592,0.0004523059,0.00030865843,0.5134371,0.0063167354,0.37747678,0.10117281,0.00007702547],"about_ca_topic_score_codex":0.00509554,"about_ca_topic_score_gemma":0.007291645,"teacher_disagreement_score":0.0054946216,"about_ca_system_score_codex":0.0023441624,"about_ca_system_score_gemma":0.0025067257,"threshold_uncertainty_score":0.018381357},"labels":[],"label_agreement":null},{"id":"W2149130820","doi":"10.1109/mmsp.2002.1203329","title":"Eyeball Video Communications Platform","year":2004,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Eyeball (Canada)","funders":"","keywords":"Computer science; The Internet; Telecommunications; Broadband; Firewall (physics); Wireless; Multimedia; World Wide Web","score_opus":0.08477152924626435,"score_gpt":0.3852116382295335,"score_spread":0.30044010898326917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149130820","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027322927,0.0017518402,0.07424779,0.0021015948,0.0018711716,0.0015307665,0.007664706,0.048135336,0.8353739],"genre_scores_gemma":[0.15730335,0.0021482566,0.029497715,0.002511684,0.0008647461,0.0009735081,0.014337194,0.0034844154,0.7888791],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993055,0.00007945288,0.000026740692,0.000120569115,0.0002999885,0.00016783146],"domain_scores_gemma":[0.998293,0.00018575373,0.000086324704,0.00024100662,0.00088895444,0.0003050598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087509037,0.0010338121,0.00041734223,0.0015120634,0.0011884624,0.0023548577,0.0016120586,0.0013098345,0.18345433],"category_scores_gemma":[0.0026801263,0.00031642392,0.0003012803,0.00084096787,0.00029672953,0.00253877,0.0022336745,0.0011213458,0.06547319],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014987515,0.00033366738,0.0013853601,0.00032200664,0.00002793041,0.00095016835,0.0003752801,0.00086247566,0.024971167,0.021325938,0.62943363,0.3185136],"study_design_scores_gemma":[0.00019693616,0.00027215655,0.0013766211,0.000120438184,0.00003058589,0.0011639814,0.00018279343,0.0056429105,0.013252738,0.0037573099,0.9739404,0.000063215346],"about_ca_topic_score_codex":0.0049207634,"about_ca_topic_score_gemma":0.0036014256,"teacher_disagreement_score":0.18345433,"about_ca_system_score_codex":0.00082247565,"about_ca_system_score_gemma":0.0015868421,"threshold_uncertainty_score":0.6137159},"labels":[],"label_agreement":null},{"id":"W2149338266","doi":"10.1109/icme.2009.5202717","title":"A multimedia item authoring framework for computer-based education","year":2009,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Multimedia; Software portability; Interactivity; Interoperability; Reusability; Scalability; Curriculum; World Wide Web; Software; Programming language","score_opus":0.04763024683340658,"score_gpt":0.39983284470461944,"score_spread":0.3522025978712129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149338266","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012825866,0.000082465805,0.98382354,0.00007211251,0.000034569915,0.0002975664,0.00016010903,0.012755709,0.001491358],"genre_scores_gemma":[0.0237961,0.00020364017,0.9684507,0.00007796933,0.000045475284,0.00080597226,0.0008406958,0.0012627911,0.004516585],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990627,0.00026927446,0.00014316944,0.00013140534,0.00033325944,0.000060216338],"domain_scores_gemma":[0.998481,0.00066436705,0.000089509034,0.00034918234,0.00022759945,0.00018843624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025279387,0.0010572195,0.00076538307,0.0013422493,0.00073466636,0.0024706563,0.0036735246,0.001885515,0.012572996],"category_scores_gemma":[0.0043698447,0.0008930665,0.001451959,0.0009599806,0.00072576886,0.002458966,0.0023131103,0.0018639022,0.004656053],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037118964,0.0007990704,0.0018285863,0.0012549295,0.00012596638,0.001308828,0.0016350774,0.038444143,0.03495992,0.11084884,0.05113621,0.75728726],"study_design_scores_gemma":[0.0003393374,0.00042775346,0.0010188023,0.00041819856,0.00013356362,0.0023027689,0.00023665519,0.41806343,0.033265922,0.088218875,0.4553454,0.0002292621],"about_ca_topic_score_codex":0.0012388671,"about_ca_topic_score_gemma":0.0021144333,"teacher_disagreement_score":0.012572996,"about_ca_system_score_codex":0.0007233091,"about_ca_system_score_gemma":0.0011451631,"threshold_uncertainty_score":0.04206091},"labels":[],"label_agreement":null},{"id":"W2149347590","doi":"10.1109/qshine.2004.7","title":"A QoS-based framework for distributed content adaptation","year":2004,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Transcoding; Computer science; Personalization; Interoperability; Adaptation (eye); Quality of service; The Internet; Context (archaeology); Content adaptation; Multimedia; Computer network; World Wide Web; Distributed computing; Ubiquitous computing; Human–computer interaction","score_opus":0.1653348568629756,"score_gpt":0.3831732208423889,"score_spread":0.2178383639794133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149347590","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005461347,0.00015310971,0.9958605,0.0002360023,0.00004964496,0.0000765974,0.000032918062,0.0010815039,0.001963636],"genre_scores_gemma":[0.059231102,0.00042532638,0.93593913,0.00012907854,0.00012552406,0.00034813836,0.00021992017,0.00021898803,0.003362838],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984546,0.0003907165,0.00015885672,0.000245013,0.00064950564,0.000101297526],"domain_scores_gemma":[0.9985781,0.000367467,0.000108269494,0.00029153808,0.0004590187,0.00019560473],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003733834,0.00112813,0.00083600625,0.0014010946,0.0015491445,0.003525984,0.0036534066,0.002203285,0.003502305],"category_scores_gemma":[0.0044642305,0.0006657115,0.0010398092,0.0012698289,0.0020935764,0.0028596923,0.0024502757,0.00300086,0.0018550174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012455687,0.00014440803,0.0005037044,0.00021590815,0.00007277917,0.00063665374,0.0006353842,0.14479366,0.016190974,0.6714702,0.012883433,0.1523283],"study_design_scores_gemma":[0.000050430746,0.000057341833,0.00017327166,0.00007349635,0.00004898023,0.00040882017,0.000078095785,0.7662701,0.004722617,0.15900281,0.06904628,0.000067738816],"about_ca_topic_score_codex":0.0066029048,"about_ca_topic_score_gemma":0.005218259,"teacher_disagreement_score":0.0066029048,"about_ca_system_score_codex":0.0019912338,"about_ca_system_score_gemma":0.0023681193,"threshold_uncertainty_score":0.019746602},"labels":[],"label_agreement":null},{"id":"W2150310088","doi":"10.1002/spe.609","title":"Performance evaluation for VBR Continuous Media File Server admission control","year":2004,"lang":"en","type":"article","venue":"Software Practice and Experience","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Saskatchewan","funders":"","keywords":"Computer science; Control (management); Variable bitrate; Operating system; World Wide Web; Computer network; Database; Bit rate","score_opus":0.035375187398940855,"score_gpt":0.36600419869729195,"score_spread":0.3306290112983511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2150310088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94937456,0.000298418,0.046112325,0.0001677094,0.00005138119,0.00012020987,0.0000475791,0.0015284421,0.0022993253],"genre_scores_gemma":[0.99585235,0.00002625011,0.003836821,0.000013538738,0.0000053645986,0.000009755085,0.000022306582,0.000011580816,0.00022193899],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99767023,0.00087866874,0.00013176707,0.00020202364,0.00082865567,0.00028862042],"domain_scores_gemma":[0.99280715,0.0042220885,0.00046533102,0.0005595143,0.0015091327,0.0004367251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034264845,0.00055699784,0.00063594116,0.00072385557,0.00063004316,0.0011701259,0.0010427892,0.0007462121,0.0011431283],"category_scores_gemma":[0.012685304,0.00014786482,0.00020467232,0.0005770167,0.0007214847,0.0006813886,0.0006129211,0.0005855438,0.0002051547],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0059151244,0.0015740793,0.019112302,0.00027287114,0.00021374806,0.0004380769,0.0006453192,0.6912403,0.07964317,0.005490661,0.0018929003,0.19356151],"study_design_scores_gemma":[0.0001150181,0.0007405966,0.0024394735,0.000009649616,0.00003173724,0.0000889885,0.00008813244,0.9687048,0.027042475,0.0004021964,0.00030718793,0.000029705365],"about_ca_topic_score_codex":0.008419639,"about_ca_topic_score_gemma":0.0025859345,"teacher_disagreement_score":0.008419639,"about_ca_system_score_codex":0.0018423243,"about_ca_system_score_gemma":0.0008084837,"threshold_uncertainty_score":0.018121183},"labels":[],"label_agreement":null},{"id":"W2151421260","doi":"10.1109/ithet.2005.1560235","title":"Virtual Versus Real Design Of A Traffic Light/Voice Controller","year":2005,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"University Grants Committee","keywords":"Complex programmable logic device; Controller (irrigation); Computer science; Programmable logic device; Process (computing); Synchronization (alternating current); Programmable logic controller; Interface (matter); Visualization; Computer hardware; Embedded system; Virtual reality; Microprocessor; Set (abstract data type); Real-time computing; Artificial intelligence; Telecommunications; Operating system; Channel (broadcasting)","score_opus":0.05560394119491665,"score_gpt":0.3379829625512696,"score_spread":0.28237902135635295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2151421260","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12647137,0.00051992317,0.82072693,0.0003196229,0.00031493657,0.00028944793,0.00010595662,0.0021681036,0.049083773],"genre_scores_gemma":[0.87133807,0.00015546201,0.11881954,0.00010993816,0.000039874005,0.00017993107,0.00006215898,0.0000973274,0.0091977585],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994179,0.00014088457,0.00002331724,0.00009897052,0.00026043897,0.00005845825],"domain_scores_gemma":[0.9996754,0.00007738473,0.00002481937,0.000052536598,0.00012333303,0.0000465144],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044869827,0.00026795606,0.00018715746,0.0003364421,0.0003328574,0.0015655927,0.001152223,0.00037086234,0.005809623],"category_scores_gemma":[0.0008774474,0.00019608314,0.0001826696,0.00010685851,0.0005929512,0.0005765667,0.00038214834,0.00032907393,0.00045421137],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012846519,0.00028841698,0.0024973506,0.00097635406,0.00014002476,0.00085181167,0.0009246288,0.18474169,0.32560477,0.25110373,0.004712006,0.22687462],"study_design_scores_gemma":[0.0002611009,0.0014609374,0.0021217489,0.000111472335,0.00021515378,0.0010687952,0.0002611131,0.7082149,0.14890884,0.0170504,0.120226465,0.000099075325],"about_ca_topic_score_codex":0.00066389726,"about_ca_topic_score_gemma":0.000591905,"teacher_disagreement_score":0.005809623,"about_ca_system_score_codex":0.0005335039,"about_ca_system_score_gemma":0.00061265705,"threshold_uncertainty_score":0.019435167},"labels":[],"label_agreement":null},{"id":"W2154000791","doi":"10.1109/icip.2007.4379554","title":"Synchronization of Processed Audio-Video Signals using Time-Stamps","year":2007,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Synchronizing; Computer science; Synchronization (alternating current); Audio signal; Real-time computing; Audio signal flow; Audio signal processing; SIGNAL (programming language); Timestamp; Detector; Frame synchronization; Computer hardware; Speech recognition; Speech coding; Telecommunications","score_opus":0.03598873175017139,"score_gpt":0.35733960113440993,"score_spread":0.3213508693842385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154000791","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03929709,0.00035879124,0.9537217,0.00006135356,0.00020832464,0.00015402983,0.00014636935,0.0030088602,0.003043599],"genre_scores_gemma":[0.34405172,0.00059545,0.64814353,0.000090882575,0.00024842808,0.0002392282,0.00056533015,0.0004299792,0.0056354734],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907875,0.00012401993,0.00006909494,0.00025939444,0.00041317675,0.000055579472],"domain_scores_gemma":[0.9990932,0.00031718967,0.00011166604,0.00013582701,0.0002909378,0.000051179562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00093550124,0.00067674904,0.00063964055,0.0014269956,0.0003298881,0.0010908741,0.0010393269,0.0004092375,0.0035867812],"category_scores_gemma":[0.0028115648,0.00035119208,0.00031500083,0.00080286124,0.00038331185,0.0011714363,0.00067852344,0.00055478973,0.0013567118],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012895713,0.00015404979,0.0039965464,0.00037562716,0.0001047527,0.00034415684,0.0007271299,0.007980855,0.5286174,0.01139041,0.0019166423,0.44310287],"study_design_scores_gemma":[0.00019191821,0.0009127145,0.0046965424,0.00009329684,0.00023144102,0.00069928676,0.00024275592,0.14785029,0.8003548,0.005449997,0.039154,0.00012286783],"about_ca_topic_score_codex":0.0007711069,"about_ca_topic_score_gemma":0.00075814716,"teacher_disagreement_score":0.0035867812,"about_ca_system_score_codex":0.00037944296,"about_ca_system_score_gemma":0.00060774625,"threshold_uncertainty_score":0.011998951},"labels":[],"label_agreement":null},{"id":"W2154525113","doi":"10.1109/iceeli.2012.6360587","title":"Blackboard vs. Desire2Learn: A system administrator's perspective on usability","year":2012,"lang":"en","type":"article","venue":"International Conference on Education and e-Learning Innovations","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Laurentian University","funders":"","keywords":"Usability; Blackboard (design pattern); Computer science; Perspective (graphical); Blackboard system; System administrator; Track (disk drive); Learning Management; Human–computer interaction; Multimedia; World Wide Web; Software engineering; Artificial intelligence; Operating system","score_opus":0.07928312330156896,"score_gpt":0.40918130790404683,"score_spread":0.3298981846024779,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154525113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.855324,0.002592647,0.033331193,0.0059000435,0.00020498945,0.0002094228,0.0003225106,0.0008341055,0.10128119],"genre_scores_gemma":[0.98907053,0.00044384244,0.006025143,0.00059322943,0.0000582933,0.00007912933,0.0000771992,0.00021364552,0.00343901],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.97852397,0.013265203,0.001113205,0.0009856056,0.005104621,0.0010074566],"domain_scores_gemma":[0.92233753,0.056784477,0.0034231753,0.0018898197,0.013734408,0.0018305043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015656687,0.0005270193,0.0006657689,0.0037091218,0.0015726846,0.0072036674,0.00075968506,0.0014728254,0.004742397],"category_scores_gemma":[0.044775825,0.00036384547,0.00047121118,0.0018901358,0.0029808711,0.007998181,0.0024267961,0.0014178542,0.0008337406],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0040305573,0.0011918339,0.22368333,0.0030921558,0.00043835462,0.0026451852,0.22387989,0.0030663975,0.076118685,0.062409405,0.02374297,0.3757013],"study_design_scores_gemma":[0.00032662423,0.008734105,0.45520672,0.0018566912,0.00067635044,0.0037543806,0.33488634,0.02199624,0.05981254,0.018608784,0.09339,0.00075113756],"about_ca_topic_score_codex":0.0026277294,"about_ca_topic_score_gemma":0.0028805588,"teacher_disagreement_score":0.015656687,"about_ca_system_score_codex":0.0019742309,"about_ca_system_score_gemma":0.0007616869,"threshold_uncertainty_score":0.08280152},"labels":[],"label_agreement":null},{"id":"W2155787404","doi":"10.1109/ccece.1998.685569","title":"Designing and modeling a multimedia telelearning database","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Multimedia; Multimedia database; Facilitator; Architecture; World Wide Web; Database server; Database schema; Schema (genetic algorithms); Database; Database design; Information retrieval","score_opus":0.12051845157784433,"score_gpt":0.3401261347418685,"score_spread":0.21960768316402415,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2155787404","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036313258,0.0010162583,0.94607216,0.0009127917,0.00016090082,0.0014582274,0.001214835,0.0038655014,0.008985956],"genre_scores_gemma":[0.18011865,0.0014954262,0.78920907,0.00039500356,0.00008595957,0.001098487,0.005101718,0.0005864962,0.021909168],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99748117,0.00040619826,0.00033537493,0.000596707,0.00097149936,0.00020916545],"domain_scores_gemma":[0.9978816,0.0005616572,0.00014681747,0.00039825574,0.00078624673,0.00022536812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028640998,0.0005328915,0.00095474854,0.0012004897,0.0013889638,0.007224082,0.0058221505,0.002098867,0.005636946],"category_scores_gemma":[0.0041304124,0.00135857,0.0011075526,0.0018435841,0.00093431113,0.00555463,0.0014604694,0.0019892768,0.0021210082],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011234971,0.0012207258,0.020624941,0.001947623,0.00032323008,0.0024537786,0.0044472483,0.22980416,0.054841258,0.28497082,0.028513094,0.36972967],"study_design_scores_gemma":[0.00026003225,0.00035812624,0.0019001514,0.00028882627,0.00027012813,0.0010997776,0.0009690133,0.67986846,0.05375777,0.017161772,0.24393925,0.00012670436],"about_ca_topic_score_codex":0.013561321,"about_ca_topic_score_gemma":0.010802708,"teacher_disagreement_score":0.013561321,"about_ca_system_score_codex":0.0027318501,"about_ca_system_score_gemma":0.003186157,"threshold_uncertainty_score":0.026964724},"labels":[],"label_agreement":null},{"id":"W2156140113","doi":"10.1109/prmnet.1997.638880","title":"A multimedia on-line assistance system with safe remote control of applications","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computer science; Confidentiality; Software; Remote control; Computer security; Control (management); Visualization; Access control; End user; World Wide Web; Operating system","score_opus":0.036692064678299066,"score_gpt":0.30223157807238643,"score_spread":0.2655395133940874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156140113","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18041255,0.00057357317,0.7198905,0.00077893474,0.00028540776,0.0013868371,0.000357142,0.069727704,0.026587319],"genre_scores_gemma":[0.5096812,0.00032281326,0.4592194,0.00064449245,0.00021085801,0.00056747685,0.000529624,0.000923708,0.027900483],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999632,0.00006870035,0.000025207297,0.000076794124,0.0001547364,0.000042435393],"domain_scores_gemma":[0.999253,0.00022049817,0.00006402967,0.00014892826,0.0001626143,0.00015095016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045140358,0.00059594895,0.0003832823,0.0007395113,0.00066520483,0.000704355,0.0014487243,0.0009916357,0.0071058087],"category_scores_gemma":[0.0014368473,0.00024521395,0.00027834447,0.00028166268,0.0004255857,0.0010103186,0.0011020567,0.00057330617,0.0015415238],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00137194,0.0010133127,0.004028808,0.0005307949,0.000105083505,0.0018314876,0.0017466778,0.007841499,0.19829553,0.0106365755,0.03185364,0.7407446],"study_design_scores_gemma":[0.00090081,0.003224487,0.013067796,0.0002496552,0.0005128062,0.0061528147,0.0006748557,0.37625864,0.25441006,0.009450042,0.33472252,0.00037557972],"about_ca_topic_score_codex":0.0016504799,"about_ca_topic_score_gemma":0.0014000982,"teacher_disagreement_score":0.0071058087,"about_ca_system_score_codex":0.00033169895,"about_ca_system_score_gemma":0.0005449576,"threshold_uncertainty_score":0.023771286},"labels":[],"label_agreement":null},{"id":"W2156186632","doi":"10.1109/tbc.2009.2020451","title":"An Overview of IPTV Standards Development","year":2009,"lang":"en","type":"article","venue":"IEEE Transactions on Broadcasting","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Communications Research Centre Canada","funders":"","keywords":"IPTV; Interoperability; Implementation; Broadband; Telecommunications; Computer science; Digital television; Interactive television; World Wide Web; Software engineering","score_opus":0.11749683479704166,"score_gpt":0.41563592926539256,"score_spread":0.2981390944683509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156186632","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008240482,0.42085057,0.24252832,0.008922167,0.0045683957,0.001327431,0.0014574098,0.0032881596,0.30881715],"genre_scores_gemma":[0.053197563,0.6375747,0.16955815,0.0040827408,0.0043859514,0.0013104232,0.0059037358,0.0009799984,0.12300684],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99836653,0.00018083805,0.00015360425,0.000179124,0.0010052945,0.00011454166],"domain_scores_gemma":[0.9988336,0.0002512849,0.00007212863,0.000079142126,0.00066065305,0.00010322985],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016418189,0.00068937533,0.00060299545,0.0038683473,0.0007465737,0.0033355863,0.0016436497,0.002299258,0.007521864],"category_scores_gemma":[0.0025680892,0.0007150225,0.0005470002,0.004668671,0.00031547752,0.004190565,0.0014100141,0.002137137,0.006847402],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000763587,0.00011842298,0.0005939071,0.0016642065,0.000018515691,0.00032053268,0.00019085954,0.0021851705,0.0064633978,0.02883925,0.041484106,0.9180452],"study_design_scores_gemma":[0.000012533309,0.00009920391,0.00058517704,0.00068982993,0.000021265256,0.00074875087,0.00010737718,0.002876174,0.0033021725,0.008314417,0.9832056,0.000037501646],"about_ca_topic_score_codex":0.0022495193,"about_ca_topic_score_gemma":0.0011509417,"teacher_disagreement_score":0.007521864,"about_ca_system_score_codex":0.0014557997,"about_ca_system_score_gemma":0.0023811902,"threshold_uncertainty_score":0.025163174},"labels":[],"label_agreement":null},{"id":"W2156817477","doi":"10.1109/glocomw.2008.ecp.25","title":"End User Controlled Web Interaction Flow Using Service Oriented Architecture Model","year":2008,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"IBM (Canada)","funders":"","keywords":"Computer science; JavaScript; User interface; Web service; Software architecture; Human–computer interaction; User experience design; Software; World Wide Web; Software engineering; Operating system","score_opus":0.05763036296847613,"score_gpt":0.33813122012142355,"score_spread":0.2805008571529474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156817477","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05875876,0.00011143362,0.9264589,0.00025649182,0.000021961716,0.00016372062,0.000055570323,0.0025078403,0.011665398],"genre_scores_gemma":[0.7844904,0.00023510357,0.20554705,0.000093414696,0.000024779449,0.0004339415,0.00016616879,0.00018884365,0.008820279],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990969,0.0003423718,0.00004829086,0.00014416933,0.00029060777,0.000077740595],"domain_scores_gemma":[0.9989951,0.00040268138,0.00007718324,0.00021389591,0.00025791474,0.000053163192],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010529843,0.00043082825,0.000356063,0.00050721,0.0005527044,0.0015346016,0.0008242823,0.00086937693,0.002052497],"category_scores_gemma":[0.00198104,0.0002494044,0.0005324081,0.00034711175,0.0009520062,0.0019848468,0.0005974003,0.00087141345,0.00050510856],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059039,0.0005632751,0.006981054,0.00029625723,0.000098891556,0.0011549451,0.0034967158,0.23047446,0.092017986,0.52215976,0.0033822267,0.13878405],"study_design_scores_gemma":[0.00003854049,0.00010982536,0.0010010734,0.000029321958,0.000031249194,0.00014172732,0.0001098063,0.9159817,0.013226759,0.06210043,0.0071850084,0.000044527085],"about_ca_topic_score_codex":0.0037078287,"about_ca_topic_score_gemma":0.0027619675,"teacher_disagreement_score":0.0037078287,"about_ca_system_score_codex":0.0008189865,"about_ca_system_score_gemma":0.0012416975,"threshold_uncertainty_score":0.0073724985},"labels":[],"label_agreement":null},{"id":"W2158277676","doi":"10.1017/s0956796807006260","title":"SMIL 2.0 Interactive Multimedia for Web and Mobile Devices by C. A. Dick Bulterman and Lloyd Rutledge, Springer X.media.publishing, 2004, 440pp, ISBN 3-540-20234-X","year":2007,"lang":"en","type":"article","venue":"Journal of Functional Programming","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Multimedia; Publishing; World Wide Web; Interactive media; Action (physics); Mobile device; Computer graphics (images); Art","score_opus":0.024157324038158134,"score_gpt":0.3204166327895847,"score_spread":0.2962593087514266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158277676","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004501644,0.13116089,0.62481236,0.006512326,0.0051384657,0.00066771015,0.005998126,0.049972586,0.17123593],"genre_scores_gemma":[0.02490895,0.079967186,0.19587013,0.0015996197,0.001840405,0.00094149774,0.00796506,0.015034204,0.671873],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995598,0.00009289346,0.000025372174,0.00006629382,0.00022205107,0.00003352901],"domain_scores_gemma":[0.9995159,0.00022870416,0.000023194167,0.00004166379,0.00013159816,0.000059000566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011461556,0.0022901478,0.00089062634,0.0019820423,0.00044790385,0.002383543,0.0013343215,0.0010068715,0.098348394],"category_scores_gemma":[0.0016247093,0.0010797895,0.00076791015,0.0013887917,0.00071312964,0.00430047,0.0017715893,0.0018703653,0.04971682],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012146736,0.000041502037,0.00013599807,0.0008574089,0.000025829506,0.00010562127,0.00023507516,0.0009429911,0.0050390866,0.009311405,0.5586367,0.42454684],"study_design_scores_gemma":[0.000026298721,0.0000647731,0.00088420714,0.00038035226,0.000033271655,0.0005636213,0.000097057404,0.0053012753,0.003988695,0.005139013,0.9834631,0.000058369027],"about_ca_topic_score_codex":0.0020241481,"about_ca_topic_score_gemma":0.0036089555,"teacher_disagreement_score":0.098348394,"about_ca_system_score_codex":0.00049642,"about_ca_system_score_gemma":0.00077281473,"threshold_uncertainty_score":0.32900816},"labels":[],"label_agreement":null},{"id":"W2158636876","doi":"10.1109/icdew.2007.4401013","title":"A QoS-based Service Composition for Content Adaptation","year":2007,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ontario Tech University","funders":"","keywords":"Computer science; Adaptation (eye); Quality of service; The Internet; Service composition; Content adaptation; Coding (social sciences); Distributed computing; Service (business); Content distribution; Context (archaeology); Multimedia; Computer network; World Wide Web; Ubiquitous computing; Human–computer interaction","score_opus":0.20003859770505686,"score_gpt":0.3916930213857801,"score_spread":0.19165442368072325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158636876","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009272992,0.00027379047,0.9818604,0.000383524,0.00013367606,0.00029196087,0.00007505816,0.0031366951,0.0045718695],"genre_scores_gemma":[0.2540198,0.0004310754,0.73814034,0.0002494421,0.00013498229,0.0003601,0.00038773587,0.00023108641,0.006045408],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984914,0.00034744907,0.000114000715,0.00025276394,0.0006809365,0.000113419796],"domain_scores_gemma":[0.99897623,0.00020954947,0.00006193119,0.00016035841,0.00046265722,0.00012928869],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018425488,0.00071562245,0.0008270181,0.0013223133,0.0016436662,0.0015928592,0.001604795,0.0012850331,0.0031428118],"category_scores_gemma":[0.0031233353,0.0003295546,0.0007530517,0.0013819871,0.0007976301,0.0013346621,0.0011337504,0.0013515102,0.001661988],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090727984,0.0007306638,0.0018108654,0.00045993924,0.00020721737,0.0010297548,0.0006981778,0.116687894,0.138557,0.12775974,0.014153622,0.59699786],"study_design_scores_gemma":[0.00008322692,0.00017598619,0.00053861376,0.000042115975,0.000098294215,0.0006531791,0.00009321569,0.91390353,0.03164604,0.023815122,0.028880706,0.00006994781],"about_ca_topic_score_codex":0.0043240064,"about_ca_topic_score_gemma":0.002725242,"teacher_disagreement_score":0.0043240064,"about_ca_system_score_codex":0.001318813,"about_ca_system_score_gemma":0.001954797,"threshold_uncertainty_score":0.010513723},"labels":[],"label_agreement":null},{"id":"W2159874547","doi":"10.1117/12.702914","title":"Hand held analog television over WiMAX executed in SW","year":2007,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Decodes; WiMAX; Computer hardware; Encoder; Digital signal processing; Digital signal processor; SIGNAL (programming language); MPEG-2; Embedded system; Decoding methods; Wireless; Telecommunications; Operating system","score_opus":0.01572360557078477,"score_gpt":0.2798438844264199,"score_spread":0.2641202788556351,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159874547","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16140296,0.0019621488,0.35377738,0.0006319591,0.0009348109,0.0014733404,0.0017802785,0.03336776,0.4446694],"genre_scores_gemma":[0.4304533,0.0010538944,0.111992285,0.0007138981,0.00018890736,0.0004898097,0.0024504575,0.0014335766,0.45122382],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99970526,0.00003157162,0.000019667306,0.00006151126,0.00011740968,0.000064606655],"domain_scores_gemma":[0.99979633,0.000018963598,0.000017316386,0.00005723284,0.00008574469,0.000024471634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030809565,0.0006731694,0.00032421292,0.00051819254,0.00036783793,0.00096379704,0.0006609893,0.00033971836,0.034066167],"category_scores_gemma":[0.0005149547,0.00019391747,0.00018894351,0.0005101546,0.00020054796,0.00074092665,0.00085715303,0.00038601353,0.01644303],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001134059,0.00037443085,0.0034943072,0.00041551265,0.000063875406,0.0013900726,0.00040427287,0.004710302,0.21013999,0.024204439,0.07042856,0.68324006],"study_design_scores_gemma":[0.00026508022,0.0010499324,0.011164642,0.00019406708,0.00010371636,0.0025363541,0.00024811403,0.08015348,0.19719471,0.0059936047,0.70100087,0.00009549005],"about_ca_topic_score_codex":0.0034549532,"about_ca_topic_score_gemma":0.0039556045,"teacher_disagreement_score":0.034066167,"about_ca_system_score_codex":0.0003683892,"about_ca_system_score_gemma":0.0006172321,"threshold_uncertainty_score":0.11396271},"labels":[],"label_agreement":null},{"id":"W2161468109","doi":"10.1109/icme.2009.5202886","title":"MPEG-21 based temporal video adaptation for heterogeneous devices and mobile environments","year":2009,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Bitstream; Adaptation (eye); Codec; Content adaptation; Personalization; Mobile device; Multimedia; Real-time computing; Decoding methods; Ubiquitous computing; Human–computer interaction; Computer hardware; Telecommunications; Operating system","score_opus":0.03377309225155374,"score_gpt":0.31895566179771717,"score_spread":0.28518256954616344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161468109","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0490187,0.00052218634,0.9364082,0.00016287276,0.00010784036,0.0002458822,0.00016062436,0.005600754,0.0077728736],"genre_scores_gemma":[0.60433555,0.00090663764,0.37876183,0.00029285424,0.00016751543,0.00022754935,0.0008817175,0.0006541064,0.013772299],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99979454,0.00004380472,0.00001787626,0.000030858264,0.00009148495,0.000021393715],"domain_scores_gemma":[0.99965656,0.000068112735,0.00002859743,0.00010959598,0.00011436692,0.000022753136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046825508,0.00038446888,0.00025332876,0.00042974093,0.00027324478,0.00045833754,0.00061917974,0.0004150158,0.0011562146],"category_scores_gemma":[0.0012968421,0.00011904208,0.00020185095,0.0003586691,0.00038223542,0.000551247,0.0004790129,0.0004888673,0.0005989704],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007994592,0.00018697903,0.0025808546,0.00016259497,0.000072982984,0.0010243637,0.0005003064,0.042882435,0.35180897,0.023796607,0.009995838,0.56618863],"study_design_scores_gemma":[0.000066982604,0.00026726766,0.004475289,0.000040210245,0.00010910792,0.0012913445,0.000116537434,0.6984227,0.23408827,0.012546293,0.04846846,0.00010755228],"about_ca_topic_score_codex":0.001719162,"about_ca_topic_score_gemma":0.0019715296,"teacher_disagreement_score":0.001719162,"about_ca_system_score_codex":0.00026020678,"about_ca_system_score_gemma":0.00033939478,"threshold_uncertainty_score":0.0038679242},"labels":[],"label_agreement":null},{"id":"W2162570805","doi":"10.1109/ccece.1993.332378","title":"A multimedia file structure for continuous and discrete media","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Synchronizing; Computer science; Multimedia; File format; Data structure; Information retrieval; World Wide Web; Database; Operating system","score_opus":0.027986448155361998,"score_gpt":0.2972947035631602,"score_spread":0.2693082554077982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162570805","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034149606,0.0010801549,0.93184525,0.0014836034,0.001412048,0.00101368,0.013258476,0.019075649,0.027416198],"genre_scores_gemma":[0.04934664,0.0016402644,0.84977454,0.001312194,0.0016892522,0.0022078666,0.036249142,0.004201869,0.053578123],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875534,0.00019462692,0.00024864147,0.0001894249,0.00048457913,0.00012742297],"domain_scores_gemma":[0.9952306,0.0010512931,0.00034904617,0.0017162217,0.001363001,0.00028984423],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018457473,0.00092467136,0.0008333967,0.0031891647,0.002026549,0.0039538164,0.0028546902,0.0021005634,0.037896052],"category_scores_gemma":[0.008470661,0.00067383016,0.0007238469,0.0035455667,0.0011141198,0.005312573,0.0024787453,0.0020741068,0.021437852],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005680924,0.00016750275,0.0009607706,0.00092290423,0.000056732195,0.00075259263,0.0006066874,0.0049802954,0.03452507,0.27961296,0.26240328,0.41444308],"study_design_scores_gemma":[0.00017530759,0.00020418884,0.0007174134,0.00021390052,0.00003945894,0.0013385967,0.00011951919,0.016448215,0.023841798,0.04915951,0.9075987,0.00014333689],"about_ca_topic_score_codex":0.0029090426,"about_ca_topic_score_gemma":0.0024998258,"teacher_disagreement_score":0.037896052,"about_ca_system_score_codex":0.0017018076,"about_ca_system_score_gemma":0.002307876,"threshold_uncertainty_score":0.12677497},"labels":[],"label_agreement":null},{"id":"W2163177088","doi":"10.1108/97279810880001263","title":"Globally distributed R&amp;D work in a marketing management support systems (MMSS) environment: a knowledge management perspective","year":2008,"lang":"en","type":"article","venue":"Journal of Advances in Management Research","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Knowledge management; Work (physics); Competition (biology); Globalization; Marketing management; Marketing; Business; Computer science; Process management; Economics; Engineering","score_opus":0.07327410784498582,"score_gpt":0.4303758729170612,"score_spread":0.35710176507207536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163177088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48586074,0.0021226977,0.17718323,0.028332869,0.00011475445,0.0006257379,0.0001614282,0.0006528524,0.30494574],"genre_scores_gemma":[0.93805087,0.00081106037,0.045216728,0.001168153,0.00007534014,0.0001945461,0.000120199315,0.000114633745,0.014248447],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9917412,0.0041614305,0.00040691442,0.0014257928,0.0013930965,0.0008716491],"domain_scores_gemma":[0.98902285,0.0048534754,0.001271328,0.0021222623,0.0012974874,0.0014326447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009876521,0.00046402676,0.00040188065,0.0022957833,0.0023695754,0.009432083,0.0016041823,0.00203148,0.0065704836],"category_scores_gemma":[0.008973353,0.00031497082,0.0003543958,0.0036167556,0.00417681,0.0077320477,0.006766479,0.0015811229,0.001219802],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014521775,0.0007893169,0.045431197,0.0006959638,0.00014548693,0.0019310494,0.038025472,0.013362072,0.012563937,0.34615928,0.0071366434,0.53361434],"study_design_scores_gemma":[0.00033668178,0.0016153291,0.082022935,0.0011217889,0.00025089883,0.002377152,0.14393584,0.03374645,0.017952334,0.266244,0.45018497,0.0002116743],"about_ca_topic_score_codex":0.0032170408,"about_ca_topic_score_gemma":0.0043110615,"teacher_disagreement_score":0.009876521,"about_ca_system_score_codex":0.0040938105,"about_ca_system_score_gemma":0.006924587,"threshold_uncertainty_score":0.052232623},"labels":[],"label_agreement":null},{"id":"W2163550024","doi":"10.1109/tmm.2006.876234","title":"Data transmission schemes for DVD-like interactive TV","year":2006,"lang":"en","type":"article","venue":"IEEE Transactions on Multimedia","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Interactive television; Multimedia; Digital television; Interactivity; Quality of service; Bandwidth (computing); The Internet; Computer network; World Wide Web; Telecommunications","score_opus":0.060943001039775076,"score_gpt":0.367640111836206,"score_spread":0.3066971107964309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163550024","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033831306,0.002984572,0.94708097,0.0007381446,0.00045005773,0.0009774626,0.000244437,0.0012428721,0.01245014],"genre_scores_gemma":[0.6377261,0.0019051905,0.34925333,0.00036163902,0.00036161972,0.0010077289,0.00043806073,0.00013128824,0.008815042],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99797374,0.00063035986,0.00016286972,0.00022096606,0.00079556176,0.00021648525],"domain_scores_gemma":[0.9961339,0.0014981495,0.0003038507,0.0009323488,0.0009337659,0.0001979394],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002010653,0.00056484,0.0005766092,0.0014975352,0.0017245864,0.0015232256,0.0019941877,0.00089095096,0.004872869],"category_scores_gemma":[0.00943957,0.0002712464,0.00046654264,0.0015965719,0.00089128595,0.0016642682,0.0015548244,0.0015486961,0.0009602559],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011928641,0.0004856398,0.0025061087,0.0010144742,0.000116318806,0.0004764747,0.0011178757,0.06647569,0.04750223,0.245903,0.015496482,0.6177128],"study_design_scores_gemma":[0.0003896215,0.0008472864,0.0024740037,0.00033602305,0.00021585196,0.0020074758,0.00043864976,0.7777108,0.038355693,0.08032819,0.09665246,0.00024383869],"about_ca_topic_score_codex":0.0024508422,"about_ca_topic_score_gemma":0.0019616783,"teacher_disagreement_score":0.004872869,"about_ca_system_score_codex":0.0022007737,"about_ca_system_score_gemma":0.0011257645,"threshold_uncertainty_score":0.016301334},"labels":[],"label_agreement":null},{"id":"W2165616977","doi":"10.1109/mmcs.1995.484927","title":"A remote presentation agent for multimedia databases","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Synchronization (alternating current); Multimedia; Presentation (obstetrics); Interface (matter); Realization (probability); Multimedia database; Architecture; User interface; World Wide Web; Computer network; Operating system","score_opus":0.19185500724810617,"score_gpt":0.41354842044845797,"score_spread":0.2216934132003518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165616977","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009613409,0.0013737713,0.8729122,0.0011593563,0.0005641122,0.0012060186,0.0008657313,0.05730463,0.055000756],"genre_scores_gemma":[0.21334983,0.0019835809,0.5849082,0.0013731009,0.0012014676,0.0017403916,0.00415165,0.0061703003,0.18512152],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99875677,0.00023670378,0.000096642856,0.00021582855,0.0006074029,0.00008658896],"domain_scores_gemma":[0.99834955,0.0004057704,0.0001574226,0.00039682424,0.0003556811,0.00033474388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016442679,0.00086151646,0.0010370654,0.00116396,0.0011080132,0.003174247,0.0027009489,0.0019014286,0.032814004],"category_scores_gemma":[0.0040409476,0.0005767665,0.00068257115,0.0008218654,0.0005543158,0.00308191,0.0021774534,0.0024042376,0.015325102],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015320358,0.0009498489,0.0017432955,0.0013293577,0.00018260731,0.0020763748,0.0014592927,0.008477521,0.1299144,0.13389401,0.13476206,0.5836793],"study_design_scores_gemma":[0.00048857916,0.00048538877,0.0010220988,0.0001465671,0.00018071318,0.0025599168,0.0001858902,0.09354651,0.07123797,0.023224657,0.8067541,0.00016756152],"about_ca_topic_score_codex":0.001067495,"about_ca_topic_score_gemma":0.00092764344,"teacher_disagreement_score":0.032814004,"about_ca_system_score_codex":0.00080179964,"about_ca_system_score_gemma":0.001157842,"threshold_uncertainty_score":0.109773755},"labels":[],"label_agreement":null},{"id":"W2165859396","doi":"10.1109/ccece.2007.12","title":"Efficient DVB-MHP to Blu-Ray System Information Transcoding","year":2007,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Digital Video Broadcasting; Transcoding; Digital television; Metadata; Interactive television; Multimedia; High-definition television; Backward compatibility; Interactivity; Bitstream; Operating system; Computer network; Computer hardware; Telecommunications; Decoding methods","score_opus":0.02065186003280985,"score_gpt":0.3193925438321314,"score_spread":0.29874068379932156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2165859396","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02186627,0.00035944284,0.9660898,0.00008518022,0.0000919447,0.00017812049,0.00014779712,0.004184559,0.006996912],"genre_scores_gemma":[0.28763333,0.0006053228,0.69772214,0.000119204225,0.000089598674,0.00016140733,0.0012313699,0.00044175002,0.011995856],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999283,0.00008975076,0.000045395635,0.00008577303,0.00043161586,0.00006455948],"domain_scores_gemma":[0.99933773,0.00015792051,0.000036063917,0.00014262414,0.0003024448,0.000023165829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051664,0.00056892395,0.00050079724,0.0011338671,0.00043464688,0.0010248374,0.00093094294,0.00036205724,0.0047049704],"category_scores_gemma":[0.0020431255,0.00019816795,0.00039607025,0.00086666323,0.00023252738,0.00084927154,0.0008461347,0.0005881153,0.002140459],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042179888,0.00012429056,0.0013778962,0.00025929476,0.000043825796,0.0006113147,0.0004900976,0.0167294,0.18580765,0.012005354,0.009996751,0.77213234],"study_design_scores_gemma":[0.00009098368,0.00035403023,0.0030013206,0.00006804647,0.00009640505,0.0016004654,0.00029787677,0.55918986,0.37443864,0.0055184285,0.05525936,0.00008467664],"about_ca_topic_score_codex":0.0017742536,"about_ca_topic_score_gemma":0.0016375686,"teacher_disagreement_score":0.0047049704,"about_ca_system_score_codex":0.00040124822,"about_ca_system_score_gemma":0.000566323,"threshold_uncertainty_score":0.015739739},"labels":[],"label_agreement":null},{"id":"W2166598761","doi":"","title":"Architecture for Personalized Collaborative E-learning Environment","year":2005,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Architecture; Human–computer interaction; Geography","score_opus":0.03087152180719845,"score_gpt":0.3146493723215547,"score_spread":0.2837778505143563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166598761","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012905485,0.00015643578,0.9685154,0.00024963391,0.00007942097,0.00020753585,0.0001602803,0.010751146,0.00697468],"genre_scores_gemma":[0.24891411,0.00044308952,0.71312374,0.00019416663,0.00006877403,0.000557059,0.0013290588,0.0006990948,0.034670874],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991872,0.00017565634,0.000084607476,0.00019579647,0.0002537335,0.00010311937],"domain_scores_gemma":[0.99938405,0.000076633885,0.000023428389,0.0001971842,0.00019721185,0.00012151874],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009545289,0.00045295054,0.0005931985,0.0007159294,0.0013633755,0.0024723986,0.002056472,0.0017561135,0.008283814],"category_scores_gemma":[0.0013404998,0.0005625506,0.00071361987,0.0007621257,0.00046099286,0.0025797985,0.0030271616,0.0012002181,0.0040121754],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00085842144,0.0009445049,0.0074955975,0.00063550664,0.00032126645,0.0011138928,0.0039979187,0.075793914,0.07858444,0.17568462,0.04615064,0.60841924],"study_design_scores_gemma":[0.000148164,0.00038447353,0.0030421366,0.0001356768,0.00037133016,0.0008217714,0.00056208455,0.66991097,0.050359756,0.06303913,0.21106935,0.0001550653],"about_ca_topic_score_codex":0.0048734653,"about_ca_topic_score_gemma":0.005344113,"teacher_disagreement_score":0.008283814,"about_ca_system_score_codex":0.00067761226,"about_ca_system_score_gemma":0.0013572734,"threshold_uncertainty_score":0.027712166},"labels":[],"label_agreement":null},{"id":"W2167475533","doi":"10.1109/icc.1997.609988","title":"Multimedia courseware delivery over broadband networks","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Multimedia; Facilitator; Broadband; Broadband networks; Interactive media; IP Multimedia Subsystem; World Wide Web; Telecommunications; Quality of service","score_opus":0.034051403872102905,"score_gpt":0.2978153662461678,"score_spread":0.26376396237406485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167475533","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2412009,0.0021663783,0.5773408,0.001389565,0.00018855768,0.00079103105,0.00105366,0.014160714,0.16170849],"genre_scores_gemma":[0.70305383,0.0027210547,0.1879623,0.0003506232,0.00015185626,0.00027032712,0.0012809581,0.00046986583,0.10373918],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997309,0.000058335965,0.000011470558,0.000029311102,0.00010344465,0.000066611035],"domain_scores_gemma":[0.9996922,0.00006086009,0.00002484342,0.00006263709,0.000102553466,0.00005698404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002800478,0.00021452192,0.0001650996,0.00043437327,0.0005422514,0.0010543374,0.0006709334,0.00043470325,0.007570786],"category_scores_gemma":[0.00070561067,0.0001213706,0.00012348239,0.000594894,0.00018570977,0.0009528593,0.00058931974,0.0002361563,0.0023193406],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045309582,0.0003422359,0.003990861,0.00027772627,0.000026560423,0.0009819086,0.00089773926,0.01253232,0.07310916,0.036218315,0.032620683,0.8385494],"study_design_scores_gemma":[0.00015913465,0.0007464451,0.0123766875,0.00016869232,0.00013129944,0.002009023,0.0010533843,0.15267338,0.1430923,0.015268847,0.67221344,0.00010735414],"about_ca_topic_score_codex":0.01453013,"about_ca_topic_score_gemma":0.013444696,"teacher_disagreement_score":0.01453013,"about_ca_system_score_codex":0.0012371718,"about_ca_system_score_gemma":0.00061857305,"threshold_uncertainty_score":0.028891087},"labels":[],"label_agreement":null},{"id":"W2167708870","doi":"10.1109/iv.2007.133","title":"Visualizing Collaborative Filtering in Digital Collections","year":2007,"lang":"en","type":"article","venue":"Proceedings","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Exhibition; Visualization; World Wide Web; Process (computing); Collaborative filtering; Similarity (geometry); Information retrieval; Data visualization; Digital library; Recommender system; Human–computer interaction; Multimedia; Data mining; Image (mathematics); Artificial intelligence","score_opus":0.02339187727491029,"score_gpt":0.3560914716158665,"score_spread":0.33269959434095625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167708870","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35676223,0.0028336174,0.56991994,0.002673644,0.00027308424,0.0006246164,0.0024846126,0.017633285,0.046794936],"genre_scores_gemma":[0.59839845,0.001071413,0.39133003,0.00015095499,0.000111913614,0.0002615049,0.0010686823,0.00084348384,0.0067635393],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99863404,0.0006138735,0.00009025295,0.00017351031,0.00036444268,0.00012389927],"domain_scores_gemma":[0.99510974,0.0029159915,0.00035337478,0.00062471034,0.00071575085,0.00028040222],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036255473,0.0009319107,0.0006868227,0.008528704,0.0021530862,0.0049867276,0.00067762745,0.0012151726,0.006488497],"category_scores_gemma":[0.008485079,0.00043620632,0.0007884616,0.0065457583,0.00078890385,0.003251686,0.0022730809,0.000639362,0.00074160413],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018328319,0.00073619,0.029965157,0.0019360485,0.0004344602,0.0018938258,0.08937909,0.05786577,0.04043278,0.10276072,0.034303546,0.6384597],"study_design_scores_gemma":[0.00054312655,0.00066215184,0.05690815,0.0012348618,0.0005890395,0.0018958426,0.026983641,0.45913827,0.056054417,0.106208906,0.28912964,0.00065194524],"about_ca_topic_score_codex":0.012845456,"about_ca_topic_score_gemma":0.010255351,"teacher_disagreement_score":0.012845456,"about_ca_system_score_codex":0.0012081239,"about_ca_system_score_gemma":0.0014094984,"threshold_uncertainty_score":0.025541365},"labels":[],"label_agreement":null},{"id":"W2168572602","doi":"10.1109/aict-iciw.2006.14","title":"A Framework for Quality-Driven Delivery in Distributed Multimedia Systems","year":2006,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Concordia University; Université de Montréal; Université du Québec","funders":"","keywords":"Computer science; Quality of service; Mobile QoS; Quality (philosophy); Multimedia; Distributed computing; Computer network; Service delivery framework; Service (business)","score_opus":0.06236615091311357,"score_gpt":0.3856893741967736,"score_spread":0.32332322328366003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2168572602","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00037495527,0.00044127222,0.994495,0.0006356671,0.00009133615,0.00012518305,0.000043736767,0.00035017787,0.0034426688],"genre_scores_gemma":[0.034987938,0.001397105,0.95839906,0.00031326903,0.00018523406,0.0006218126,0.00020253116,0.00016782577,0.0037251746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9962226,0.0012151019,0.00034078944,0.00043870672,0.0015725486,0.00021016042],"domain_scores_gemma":[0.9980988,0.00060133147,0.00014411227,0.0004651256,0.00050549663,0.00018525343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006612545,0.0013597717,0.0010981911,0.001639361,0.0016941709,0.00441756,0.004132622,0.0030378336,0.003700951],"category_scores_gemma":[0.0043982,0.0009857101,0.002129197,0.0015853008,0.0032707292,0.004224248,0.003925081,0.00410168,0.0016327945],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000142010795,0.000042536074,0.00008921816,0.00016701133,0.000027431313,0.00023436511,0.0003145215,0.032285504,0.0021520187,0.9372358,0.0029812197,0.024456061],"study_design_scores_gemma":[0.00009011256,0.00012503733,0.00016504143,0.00031320946,0.0000781372,0.00057007506,0.00016129759,0.27891034,0.002896961,0.49215993,0.22443286,0.000097061915],"about_ca_topic_score_codex":0.006294619,"about_ca_topic_score_gemma":0.0039212923,"teacher_disagreement_score":0.006612545,"about_ca_system_score_codex":0.002962888,"about_ca_system_score_gemma":0.0033464818,"threshold_uncertainty_score":0.03497088},"labels":[],"label_agreement":null},{"id":"W2170110695","doi":"10.1109/ccece.1997.614833","title":"3 dimensional multimedia interactive courseware authoring in TeleLearning system","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Multimedia; Authoring system; Interactive media; Popularity; Human–computer interaction; Space (punctuation)","score_opus":0.03961804562362303,"score_gpt":0.32322231179899696,"score_spread":0.28360426617537393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170110695","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14960106,0.00017736923,0.7645316,0.00026801962,0.0001392065,0.0004654501,0.00064010324,0.06203869,0.022138556],"genre_scores_gemma":[0.59381646,0.00027866763,0.36848393,0.00021377664,0.0001033502,0.00056248484,0.0012816547,0.0012220372,0.034037616],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997844,0.000055919652,0.000019072846,0.000042103344,0.000076502016,0.000022044182],"domain_scores_gemma":[0.99944013,0.00019162353,0.00002719734,0.00014428132,0.00012073749,0.000076090684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043004335,0.0003464806,0.00031374925,0.0004612863,0.00033910212,0.0007139889,0.00074902736,0.0007076251,0.015320634],"category_scores_gemma":[0.0010306549,0.00022707152,0.00031471718,0.00028844137,0.00018628775,0.0006954992,0.0006451602,0.00037036187,0.002283895],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021525605,0.0007699622,0.0075071766,0.00032787307,0.00009169634,0.0020072542,0.0016850963,0.02772327,0.22586404,0.01644601,0.055927273,0.6594979],"study_design_scores_gemma":[0.0005746234,0.0011734117,0.008916968,0.0000734358,0.00023634653,0.0023924066,0.00020619654,0.63578314,0.21979778,0.0060571344,0.12460045,0.00018806018],"about_ca_topic_score_codex":0.000817165,"about_ca_topic_score_gemma":0.0009030057,"teacher_disagreement_score":0.015320634,"about_ca_system_score_codex":0.0004023638,"about_ca_system_score_gemma":0.00023435627,"threshold_uncertainty_score":0.051252604},"labels":[],"label_agreement":null},{"id":"W2170259417","doi":"10.1109/icc.1995.525229","title":"A time-based multimedia document architecture","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Multimedia; Rendering (computer graphics); Animation; Graphics; Architecture; Computer animation; Computer graphics; Interactive media; Computer graphics (images)","score_opus":0.023531699206771565,"score_gpt":0.2943149092310035,"score_spread":0.27078321002423195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170259417","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013239163,0.0012110256,0.94199777,0.0009920915,0.0003023565,0.00032959346,0.00043035697,0.0043843235,0.037113372],"genre_scores_gemma":[0.12264823,0.0020328746,0.82554615,0.00025769972,0.00021888196,0.0003693366,0.0009757724,0.00046633405,0.047484756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992926,0.00012393782,0.00008507885,0.00015509731,0.00027050666,0.000072738694],"domain_scores_gemma":[0.9988122,0.00015222485,0.00009413013,0.00029687048,0.00046679922,0.00017775092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009940611,0.00053545303,0.00046866544,0.0014579312,0.0016603929,0.0048814504,0.0025627594,0.0016847374,0.009492113],"category_scores_gemma":[0.0020467336,0.00045131534,0.00080540485,0.0021077292,0.0014068855,0.0057333717,0.0019125182,0.0012457388,0.005276414],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001789867,0.00009235667,0.00064546097,0.00031958992,0.000039483566,0.00042446805,0.0010169848,0.03416711,0.024626857,0.76789564,0.011891946,0.15870114],"study_design_scores_gemma":[0.000104797946,0.0003311826,0.0006642247,0.00022717736,0.00013372529,0.0013020933,0.00036626038,0.2417615,0.021035729,0.24510509,0.48882952,0.00013865449],"about_ca_topic_score_codex":0.005289948,"about_ca_topic_score_gemma":0.0046979687,"teacher_disagreement_score":0.009492113,"about_ca_system_score_codex":0.001821536,"about_ca_system_score_gemma":0.002235229,"threshold_uncertainty_score":0.031754255},"labels":[],"label_agreement":null},{"id":"W2171157066","doi":"10.1109/tce.2008.4560141","title":"Real-time DVB-MHP to Blu-ray system information transcoding","year":2008,"lang":"en","type":"article","venue":"IEEE Transactions on Consumer Electronics","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Transcoding; Computer science; Digital Video Broadcasting; Digital television; Broadcasting (networking); High-definition television; Multiplexing; Real-time computing; Multimedia; Computer network; Computer hardware; Telecommunications","score_opus":0.020237872565792386,"score_gpt":0.27664914186646794,"score_spread":0.25641126930067554,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171157066","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050284013,0.00088638125,0.9356391,0.00019154648,0.0002319132,0.00019302338,0.00015666851,0.0025311785,0.009886082],"genre_scores_gemma":[0.36671644,0.0013407938,0.6073086,0.00025084385,0.0002209391,0.00013935358,0.00091519265,0.0003037546,0.022804167],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99967945,0.000039811697,0.000025494359,0.000050126477,0.00016805463,0.000037090325],"domain_scores_gemma":[0.99953973,0.00010816807,0.000024508347,0.000121712466,0.00018985808,0.00001600258],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034287333,0.00046278903,0.00036077228,0.0009930184,0.00031833534,0.00077526685,0.0006897068,0.00047746458,0.004435538],"category_scores_gemma":[0.0013571176,0.00015637223,0.00044184495,0.00070572604,0.00031980427,0.00074517285,0.00057048886,0.0005285809,0.0016188294],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004095715,0.00008908127,0.0009959058,0.00023482296,0.000041452407,0.00052572525,0.00045481566,0.010822479,0.32257316,0.013617487,0.00434864,0.6458868],"study_design_scores_gemma":[0.00007761088,0.0006139693,0.004457094,0.00009794984,0.00012715353,0.0030487902,0.00026569955,0.29562187,0.60976946,0.0064075557,0.079424396,0.00008842485],"about_ca_topic_score_codex":0.0017929792,"about_ca_topic_score_gemma":0.001634706,"teacher_disagreement_score":0.004435538,"about_ca_system_score_codex":0.000434948,"about_ca_system_score_gemma":0.0003406725,"threshold_uncertainty_score":0.014838338},"labels":[],"label_agreement":null},{"id":"W2172291758","doi":"10.1109/istas.2008.4559765","title":"An H.323 Broadband Virtual Camera for supporting asynchronous visual communication in large groups","year":2008,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Session (web analytics); Computer science; Asynchronous communication; Videoconferencing; Protocol (science); Multimedia; Computer network; Interface (matter); Broadband; Session Initiation Protocol; Broadband networks; The Internet; Point (geometry); Teleconference; Point-to-point; Operating system; Server; Telecommunications; World Wide Web","score_opus":0.029442165395894924,"score_gpt":0.37216658976467953,"score_spread":0.3427244243687846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172291758","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.094571434,0.0015860704,0.69745594,0.0007800909,0.00065744837,0.0029151344,0.003059086,0.01517565,0.18379912],"genre_scores_gemma":[0.47481033,0.0011205965,0.3991032,0.00046724372,0.00038013686,0.0014117184,0.0034955265,0.00071312784,0.11849804],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992889,0.00016487084,0.000018900328,0.00008520251,0.00035910003,0.00008305105],"domain_scores_gemma":[0.9994708,0.00010168397,0.000026145928,0.00011274437,0.00017156577,0.0001171882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008285563,0.00035116062,0.00034670567,0.0006106098,0.00082751556,0.0009655618,0.001003316,0.0007094588,0.021871155],"category_scores_gemma":[0.0014191051,0.00025500715,0.00023804755,0.00072008214,0.00028252738,0.0007924092,0.0010166813,0.00060045684,0.005040995],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012238891,0.0003983353,0.0021967662,0.00042978468,0.00005116722,0.00048235292,0.0006421238,0.001306979,0.2649451,0.021903284,0.1347963,0.5716239],"study_design_scores_gemma":[0.000838,0.0017128243,0.022221377,0.00021167782,0.00016035326,0.0024820785,0.0005467222,0.05912952,0.13993421,0.01008549,0.7624117,0.0002659847],"about_ca_topic_score_codex":0.0045474884,"about_ca_topic_score_gemma":0.0052584773,"teacher_disagreement_score":0.021871155,"about_ca_system_score_codex":0.0006751958,"about_ca_system_score_gemma":0.00086333917,"threshold_uncertainty_score":0.07316631},"labels":[],"label_agreement":null},{"id":"W2172876946","doi":"10.1007/978-3-319-08043-7_21","title":"JSREAL: A Text Realizer for Web Programming","year":2014,"lang":"en","type":"book-chapter","venue":"Text, speech and language technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"JavaScript; Computer science; Dynamic web page; Variety (cybernetics); World Wide Web; Web page; Static web page; Presentation (obstetrics); Client-side scripting; Web application; Web browser; Web development; The Internet; Artificial intelligence","score_opus":0.020579827779251565,"score_gpt":0.3186962931539052,"score_spread":0.29811646537465364,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2172876946","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054814825,0.00079588813,0.6873216,0.0003421411,0.00039338705,0.0001912337,0.0026118974,0.24183004,0.061032366],"genre_scores_gemma":[0.103141196,0.0019940038,0.41070446,0.0009696549,0.00037635342,0.00074234535,0.013284772,0.18663228,0.2821551],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993012,0.00007612308,0.00006163658,0.0001330996,0.00036052353,0.000067459565],"domain_scores_gemma":[0.99950075,0.00022324928,0.000025761263,0.00009847041,0.00010329309,0.000048477545],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006471429,0.001679004,0.0007066965,0.001026657,0.0005206058,0.0024222673,0.0020646437,0.0011428327,0.06277812],"category_scores_gemma":[0.001830555,0.0012335107,0.0010073368,0.00085853605,0.00081531313,0.004022268,0.002147456,0.0024233828,0.027976446],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007889496,0.00013101156,0.00055259705,0.001601332,0.00007559387,0.0005342818,0.0012490158,0.0021178515,0.055941053,0.09776124,0.27278176,0.56646526],"study_design_scores_gemma":[0.00019035781,0.00010788233,0.00071575906,0.00032156368,0.00009489436,0.0011934604,0.00017563396,0.025498576,0.09034302,0.040790018,0.84042263,0.00014630456],"about_ca_topic_score_codex":0.0015242696,"about_ca_topic_score_gemma":0.0017508233,"teacher_disagreement_score":0.06277812,"about_ca_system_score_codex":0.00061608374,"about_ca_system_score_gemma":0.0006727268,"threshold_uncertainty_score":0.21001375},"labels":[],"label_agreement":null},{"id":"W2179967332","doi":"10.1007/978-3-540-85035-9_31","title":"Focus-Plus-Context Audio Interaction Design","year":2008,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Focus (optics); Computer science; Context (archaeology); Metaphor; Human–computer interaction; Window (computing); Domain (mathematical analysis); Audio visual; Multimedia; World Wide Web; Linguistics","score_opus":0.05871029895743476,"score_gpt":0.31567286981984033,"score_spread":0.2569625708624056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2179967332","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02407355,0.00055258675,0.94768274,0.00012191041,0.000115509676,0.0003427861,0.00010162981,0.0018919446,0.025117228],"genre_scores_gemma":[0.4139503,0.00049153157,0.55160373,0.000274015,0.00005932512,0.0012642159,0.00026596664,0.0004959864,0.031594913],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99892634,0.00040410005,0.000051407318,0.00018809916,0.0003397839,0.00009024984],"domain_scores_gemma":[0.9992489,0.00036429116,0.00003192198,0.000115556046,0.00017989821,0.00005944471],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011546776,0.0012585986,0.0004459943,0.0005104131,0.00057957444,0.0013641423,0.0019187097,0.0010831521,0.019905802],"category_scores_gemma":[0.0026682585,0.0005687271,0.0005749867,0.00028011372,0.00045080626,0.0016519758,0.002071641,0.0005830589,0.002406406],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018320393,0.0006168576,0.0014596591,0.0016417487,0.00019735818,0.00055797445,0.0064263204,0.011585373,0.20154423,0.078820966,0.009944893,0.68537265],"study_design_scores_gemma":[0.0014814395,0.0065913787,0.006986679,0.0006793822,0.0012586532,0.006593567,0.005235596,0.28142822,0.31875744,0.09278352,0.27785718,0.000346964],"about_ca_topic_score_codex":0.0005298947,"about_ca_topic_score_gemma":0.00072288496,"teacher_disagreement_score":0.019905802,"about_ca_system_score_codex":0.00034268197,"about_ca_system_score_gemma":0.00038095308,"threshold_uncertainty_score":0.06659156},"labels":[],"label_agreement":null},{"id":"W2181719669","doi":"","title":"Key Pedagogic Thinkers","year":2014,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Coining (mint); Massive open online course; Curriculum; Key (lock); Sociology; Pedagogy; Art; Visual arts; Art history; History; Archaeology; Computer science","score_opus":0.046578582402291444,"score_gpt":0.37064852383289537,"score_spread":0.3240699414306039,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2181719669","genre_codex":"commentary","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008461116,0.014226096,0.014700525,0.75783396,0.034664653,0.00034390256,0.00028131093,0.00037789493,0.16911061],"genre_scores_gemma":[0.31389487,0.017967533,0.017224258,0.34437945,0.021559052,0.0014731156,0.00052472914,0.0005974842,0.2823796],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.98801917,0.0040937,0.00067948527,0.002298691,0.0034464817,0.0014624816],"domain_scores_gemma":[0.97730815,0.0076026856,0.00126445,0.0011950339,0.0064387433,0.0061910097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011817731,0.00096576964,0.00071720534,0.0031034697,0.006438151,0.016241042,0.0017273395,0.0054979133,0.030162003],"category_scores_gemma":[0.038242694,0.00042854575,0.00044278373,0.001454076,0.0110797705,0.012434848,0.006656617,0.017791068,0.013222791],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009128773,0.00015130955,0.0025587045,0.00076517824,0.00002461,0.000651967,0.07383674,0.00014753091,0.0017182615,0.4120284,0.3813938,0.12663212],"study_design_scores_gemma":[0.000014916106,0.00002042104,0.00032436682,0.0007031217,0.000005736069,0.00034703471,0.029345378,0.00011193142,0.00025291264,0.06752955,0.9013238,0.000020846837],"about_ca_topic_score_codex":0.0015406786,"about_ca_topic_score_gemma":0.0014947953,"teacher_disagreement_score":0.030162003,"about_ca_system_score_codex":0.0081785945,"about_ca_system_score_gemma":0.0115420725,"threshold_uncertainty_score":0.10090196},"labels":[],"label_agreement":null},{"id":"W2182485566","doi":"10.1609/icwsm.v6i4.14358","title":"Visualizing a Personal Timeline By Adding Multiple Social Contexts","year":2021,"lang":"en","type":"article","venue":"Proceedings of the International AAAI Conference on Web and Social Media","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"National Research Foundation of Korea; National Research Foundation","keywords":"Timeline; Visualization; Readability; Representation (politics); Computer science; World Wide Web; Class (philosophy); Data science; Human–computer interaction; Geography; Artificial intelligence","score_opus":0.050303085172322,"score_gpt":0.3289408380606345,"score_spread":0.2786377528883125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182485566","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.112564914,0.0016312365,0.8095854,0.0021478876,0.0009362607,0.00043225466,0.008428765,0.042149518,0.022123683],"genre_scores_gemma":[0.29137442,0.0013847818,0.68757635,0.0003432937,0.000261791,0.0005125641,0.004779268,0.0048736883,0.008893842],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996487,0.000101598154,0.00002985935,0.00008296708,0.00009280908,0.000044031975],"domain_scores_gemma":[0.99830174,0.00059584965,0.00019178716,0.00030004722,0.00038871012,0.00022179804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005405884,0.0021826802,0.0005028469,0.0023585823,0.0008159967,0.0030528172,0.0009034688,0.0009199283,0.013535918],"category_scores_gemma":[0.0031990905,0.0005651871,0.0009625477,0.0013442918,0.00040163798,0.0040124613,0.0030782935,0.0013061078,0.0021674435],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021341394,0.00064501713,0.022137227,0.004184551,0.00039036328,0.0034469273,0.031171545,0.027765015,0.13858989,0.027308505,0.13680476,0.60542214],"study_design_scores_gemma":[0.00029145996,0.0006125616,0.019397067,0.0014075784,0.0005089213,0.002936237,0.008413603,0.2385536,0.07467539,0.040372748,0.61220723,0.00062363525],"about_ca_topic_score_codex":0.003151484,"about_ca_topic_score_gemma":0.0060595116,"teacher_disagreement_score":0.013535918,"about_ca_system_score_codex":0.0003751513,"about_ca_system_score_gemma":0.00050158193,"threshold_uncertainty_score":0.045282125},"labels":[],"label_agreement":null},{"id":"W2203061830","doi":"10.1017/s1049023x00010955","title":"See What's Going On at the Scene: Remote Controllable, Mobile Video System Using a Cellular Phone","year":2002,"lang":"en","type":"article","venue":"Prehospital and Disaster Medicine","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mobile phone; Computer science; Phone; Multimedia; Action (physics); Telecommunications","score_opus":0.03013979389074322,"score_gpt":0.2789830458391434,"score_spread":0.24884325194840018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2203061830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6788118,0.0032649818,0.08883335,0.016785713,0.0010593412,0.0013852941,0.0012639546,0.0071375677,0.20145804],"genre_scores_gemma":[0.91629577,0.0017581905,0.039594986,0.0026212845,0.0003500775,0.00024854488,0.0003766361,0.0001321662,0.03862236],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99985933,0.000054125143,0.0000053886297,0.000017153861,0.00002647196,0.000037522514],"domain_scores_gemma":[0.99972564,0.00013181257,0.0000150761025,0.00001175847,0.000040569295,0.00007510303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040993816,0.0003907085,0.00012573398,0.00032009985,0.00062283035,0.0008837803,0.0005119138,0.00066587393,0.013101835],"category_scores_gemma":[0.0011193814,0.00009649065,0.00017944069,0.00018243531,0.00035841204,0.0006690383,0.00075733947,0.00035779137,0.0019637295],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013704216,0.0012133635,0.019758608,0.0007316663,0.00005852072,0.008221079,0.012585996,0.0018644719,0.061149742,0.0038360164,0.10501915,0.78419095],"study_design_scores_gemma":[0.000912066,0.011085102,0.1265946,0.0010573695,0.00069564494,0.035956256,0.05271374,0.05093718,0.054795407,0.006368513,0.65818363,0.00070046395],"about_ca_topic_score_codex":0.006099912,"about_ca_topic_score_gemma":0.013889691,"teacher_disagreement_score":0.013101835,"about_ca_system_score_codex":0.0003407976,"about_ca_system_score_gemma":0.00039934536,"threshold_uncertainty_score":0.043830037},"labels":[],"label_agreement":null},{"id":"W2206114731","doi":"10.5753/cbie.wcbie.2015.578","title":"Recuperação de Recursos Audiovisuais em Portais Educacionais por meio da Adição de Metadados Semânticos","year":2015,"lang":"pt","type":"article","venue":"Anais ... Workshops do Congresso Brasileiro de Informática na Educação","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Canadian Bureau for International Education","keywords":"Computer science; Humanities; Physics; Philosophy","score_opus":0.08427443683624172,"score_gpt":0.3757463358310068,"score_spread":0.2914718989947651,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2206114731","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5628591,0.005471553,0.293298,0.0077787745,0.0010364866,0.00060011557,0.0033579508,0.008606201,0.11699189],"genre_scores_gemma":[0.89508224,0.0029712608,0.07885791,0.0003511944,0.00014278742,0.00020460163,0.0015098152,0.00065813045,0.020222103],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99625176,0.0011713825,0.0003021159,0.00053893274,0.0014421984,0.0002935614],"domain_scores_gemma":[0.9871645,0.004981351,0.0013240215,0.0019446245,0.0039476724,0.00063782296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004286895,0.00085712323,0.0005801951,0.0054251985,0.0020616895,0.008117545,0.001076092,0.0015276937,0.005850038],"category_scores_gemma":[0.01802676,0.0005319364,0.0009038158,0.0049487394,0.0017421949,0.008591669,0.004686387,0.0014975286,0.0019012577],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068284397,0.00033851102,0.07699305,0.0028884057,0.00023177052,0.0026380934,0.07469993,0.0043480205,0.034526654,0.054600324,0.014848029,0.7332044],"study_design_scores_gemma":[0.000100747326,0.0007273196,0.10048831,0.004210927,0.0010720586,0.0038583789,0.16243085,0.04236487,0.07647141,0.067434244,0.5404103,0.00043069792],"about_ca_topic_score_codex":0.01426063,"about_ca_topic_score_gemma":0.014281001,"teacher_disagreement_score":0.01426063,"about_ca_system_score_codex":0.0022538858,"about_ca_system_score_gemma":0.0037498018,"threshold_uncertainty_score":0.02835524},"labels":[],"label_agreement":null},{"id":"W2225099389","doi":"","title":"Promising Practices in Videoconferencing","year":2007,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Videoconferencing; Computer science; Multimedia","score_opus":0.15846346150430518,"score_gpt":0.3927383274251849,"score_spread":0.2342748659208797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2225099389","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.121287905,0.029717354,0.19364086,0.09642176,0.0014918031,0.0004923457,0.00033035732,0.00058168365,0.556036],"genre_scores_gemma":[0.82406944,0.011241205,0.11346818,0.004961212,0.0007017533,0.00034667292,0.0003013245,0.0002235833,0.044686705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9900989,0.0055576805,0.00026255866,0.0009867571,0.0025923708,0.00050166977],"domain_scores_gemma":[0.9590159,0.025196131,0.000987836,0.0039745606,0.009242492,0.0015830667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015801623,0.00041522118,0.00017260942,0.0016456995,0.0028289412,0.009811512,0.003279013,0.004797286,0.019994311],"category_scores_gemma":[0.039040875,0.0002749903,0.00034777157,0.0024974332,0.004347797,0.009211463,0.0018486697,0.0032300947,0.0028174813],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001937771,0.00041140465,0.006088824,0.00039034136,0.000031532552,0.00040139336,0.008350373,0.0010497182,0.0027451601,0.5914577,0.013370896,0.3755088],"study_design_scores_gemma":[0.00020929414,0.0010173889,0.010201603,0.00225321,0.00007633014,0.0020839798,0.022511033,0.008802953,0.021345386,0.39381742,0.5375145,0.00016687387],"about_ca_topic_score_codex":0.009227705,"about_ca_topic_score_gemma":0.011150647,"teacher_disagreement_score":0.019994311,"about_ca_system_score_codex":0.0038633929,"about_ca_system_score_gemma":0.0034208389,"threshold_uncertainty_score":0.08356798},"labels":[],"label_agreement":null},{"id":"W2226558675","doi":"","title":"Chapter 10: personalizing ubuntu: getting everything just right","year":2006,"lang":"en","type":"article","venue":"Linux journal","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web","score_opus":0.0346146278495715,"score_gpt":0.322811903242091,"score_spread":0.28819727539251955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2226558675","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027049806,0.07613937,0.13186866,0.01279716,0.022226948,0.0008672053,0.0031915924,0.04440969,0.7057943],"genre_scores_gemma":[0.009040351,0.04440268,0.04391132,0.0060518426,0.0051009785,0.0007105895,0.0044573937,0.018048227,0.86827654],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921215,0.00009814267,0.00003735392,0.00012291431,0.0004467444,0.00008253256],"domain_scores_gemma":[0.9991743,0.00016314063,0.000037210855,0.000112226444,0.00036229938,0.00015079684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005759238,0.0014627756,0.0007914896,0.0013178781,0.0014756493,0.0053963633,0.0014471317,0.0016186907,0.12151122],"category_scores_gemma":[0.0028306474,0.0009329515,0.00068909285,0.002670277,0.0006576474,0.005793137,0.002719274,0.0043848963,0.13008244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018185705,0.0000397652,0.000064106665,0.00025326404,0.0000046585537,0.000048874772,0.0005324197,0.0001731874,0.0010016806,0.0062229494,0.807553,0.1840879],"study_design_scores_gemma":[0.0000028430723,0.000011405252,0.00019238879,0.00024152326,0.000003597718,0.00018901235,0.000078454126,0.00013506802,0.00031956713,0.0022564104,0.99655735,0.000012571973],"about_ca_topic_score_codex":0.0025079348,"about_ca_topic_score_gemma":0.0034411391,"teacher_disagreement_score":0.12151122,"about_ca_system_score_codex":0.0011370161,"about_ca_system_score_gemma":0.0012295002,"threshold_uncertainty_score":0.4064955},"labels":[],"label_agreement":null},{"id":"W2235647735","doi":"10.17975/sfj-2015-006","title":"Television Shows: A Study of Their Popularity on Twitter","year":2015,"lang":"en","type":"article","venue":"STEM Fellowship Journal","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Earl Haig Secondary School","funders":"","keywords":"Popularity; Computer science; Section (typography); Social media; Code (set theory); World Wide Web; Internet privacy; Multimedia; Advertising; Psychology; Social psychology","score_opus":0.2023176316628157,"score_gpt":0.38752054018507953,"score_spread":0.18520290852226384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2235647735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98506296,0.00020184244,0.0002402243,0.00071632897,0.000027262271,0.000053351443,0.0043815468,0.00003631219,0.009280101],"genre_scores_gemma":[0.9925162,0.00032451178,0.00043801384,0.00018870928,0.00010144359,0.00008868968,0.0027721846,0.000043718643,0.0035265991],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991875,0.00023423949,0.00010390083,0.0000981791,0.00024369903,0.00013247438],"domain_scores_gemma":[0.9944794,0.0024275146,0.0015215967,0.00019597226,0.0008105181,0.00056496984],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062452233,0.00019067348,0.00033170843,0.0038536605,0.0014120311,0.0019123871,0.00034710896,0.0007577828,0.0044523473],"category_scores_gemma":[0.0053762156,0.00020729168,0.0002910333,0.005910702,0.00047865754,0.003465974,0.0010704946,0.00079870824,0.0021882036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036254272,0.00024095846,0.89099234,0.000379672,0.00012642145,0.0008103973,0.05723634,0.00017951087,0.0060413764,0.0013834527,0.0099886935,0.032258213],"study_design_scores_gemma":[0.000007236414,0.00014652468,0.9312115,0.00006201441,0.000041627365,0.00056305685,0.05128901,0.0012735733,0.00093117444,0.0001687496,0.014258509,0.000047112524],"about_ca_topic_score_codex":0.008651945,"about_ca_topic_score_gemma":0.015305916,"teacher_disagreement_score":0.008651945,"about_ca_system_score_codex":0.00052714115,"about_ca_system_score_gemma":0.00024862113,"threshold_uncertainty_score":0.017203152},"labels":[],"label_agreement":null},{"id":"W2236450479","doi":"","title":"Conformidade e visualização arquitetural em linguagens dinâmicas","year":2015,"lang":"pt","type":"article","venue":"Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; Computer graphics (images)","score_opus":0.18268806371842292,"score_gpt":0.47704306434588845,"score_spread":0.29435500062746556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2236450479","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3645208,0.0030689025,0.48026142,0.004190552,0.0006745301,0.00068074116,0.0040659592,0.0132685425,0.12926856],"genre_scores_gemma":[0.83416045,0.0011567036,0.1523973,0.00021215029,0.00008019517,0.00041404893,0.0014853259,0.0016049499,0.0084890025],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9871034,0.0067616766,0.0009738509,0.001685757,0.002991363,0.00048399877],"domain_scores_gemma":[0.9728621,0.017327087,0.0013514807,0.0036647157,0.004425089,0.0003695007],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011076135,0.0009254532,0.00084429525,0.0049871514,0.0019841206,0.01156216,0.0012192966,0.001460411,0.011447495],"category_scores_gemma":[0.05479792,0.0007382378,0.0010663744,0.006685852,0.002858541,0.0071263094,0.00494382,0.00213837,0.0024449888],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00088806776,0.0001960243,0.02754822,0.0029684273,0.00023215044,0.0012295382,0.23743987,0.009296629,0.028598025,0.13944103,0.012809396,0.5393526],"study_design_scores_gemma":[0.00015779147,0.0004193725,0.04654424,0.0031563472,0.00079973973,0.0027776503,0.1870949,0.08593675,0.039245248,0.13945578,0.49388534,0.00052681216],"about_ca_topic_score_codex":0.015655858,"about_ca_topic_score_gemma":0.0119354,"teacher_disagreement_score":0.015655858,"about_ca_system_score_codex":0.002290062,"about_ca_system_score_gemma":0.0028993783,"threshold_uncertainty_score":0.05857694},"labels":[],"label_agreement":null},{"id":"W2241509852","doi":"","title":"An interactive multimedia tool for learning Chinese: the KEY 4.0 software for PC and Macintosh","year":2002,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Multimedia; Key (lock); Software; World Wide Web; Human–computer interaction; Operating system","score_opus":0.08160287484937245,"score_gpt":0.3529558372671962,"score_spread":0.27135296241782375,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2241509852","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053443573,0.0018741969,0.5471394,0.0010742643,0.000873299,0.0022885401,0.010871134,0.3071635,0.07527204],"genre_scores_gemma":[0.16662031,0.0018946984,0.6007127,0.0016826119,0.00042324662,0.0034299886,0.010116851,0.035854578,0.179265],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998006,0.000032148848,0.00002074973,0.000043520708,0.00006761138,0.000035446086],"domain_scores_gemma":[0.9991861,0.00039977158,0.00003280796,0.00009024689,0.00014226291,0.00014888209],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005250573,0.0014299735,0.00048628062,0.0014178022,0.0004239761,0.0008808479,0.0011937062,0.00066531287,0.119384594],"category_scores_gemma":[0.0029566742,0.0004165767,0.00063171436,0.00077400607,0.00025363328,0.0021030908,0.0016677474,0.00063338404,0.01876921],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011932489,0.00023450349,0.0011372013,0.0010545801,0.00007662782,0.000650949,0.00079645455,0.00038893934,0.06936031,0.0051662703,0.14301562,0.7769253],"study_design_scores_gemma":[0.00090972,0.0012926399,0.020769095,0.00059157837,0.0005744483,0.0051769097,0.00069921685,0.018176746,0.17873201,0.011999238,0.76060325,0.0004751485],"about_ca_topic_score_codex":0.0012090983,"about_ca_topic_score_gemma":0.0017262981,"teacher_disagreement_score":0.119384594,"about_ca_system_score_codex":0.00026047262,"about_ca_system_score_gemma":0.00063968473,"threshold_uncertainty_score":0.39938122},"labels":[],"label_agreement":null},{"id":"W2241545489","doi":"","title":"Emerging Technologies and Repurposing Multimedia: Linkages and Mysteries","year":2009,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Repurposing; Multimedia; Computer science; Emerging technologies; World Wide Web; Artificial intelligence; Engineering","score_opus":0.038381040055073486,"score_gpt":0.3310077170490144,"score_spread":0.2926266769939409,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2241545489","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16823547,0.1970249,0.08286198,0.13798682,0.0027908299,0.00014254401,0.00050262705,0.0002833091,0.4101715],"genre_scores_gemma":[0.9016985,0.05788845,0.019364333,0.0032720573,0.0023761122,0.000109797555,0.000116844996,0.00010199949,0.015071817],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99839133,0.00066406897,0.00007377066,0.00024132569,0.00043359777,0.00019583374],"domain_scores_gemma":[0.9939971,0.0035682577,0.0005309389,0.00076917,0.00069578143,0.00043871003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038960013,0.00052775675,0.00055679324,0.0034859148,0.0025386142,0.018487783,0.0014366324,0.0033312645,0.01040388],"category_scores_gemma":[0.007851921,0.00038696764,0.00034799398,0.0041420795,0.02034692,0.038484342,0.0043395646,0.0033123076,0.0012054541],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023526138,0.000037240392,0.0018916957,0.00023686711,0.000012838859,0.0002096666,0.0076070516,0.00026261492,0.0005740147,0.9115841,0.0034155918,0.07414481],"study_design_scores_gemma":[0.000010627043,0.00004669593,0.002504495,0.0006762108,0.000016892303,0.0007048099,0.027931536,0.0012151601,0.0007953278,0.82977015,0.13628066,0.000047463276],"about_ca_topic_score_codex":0.0011950106,"about_ca_topic_score_gemma":0.0017147551,"teacher_disagreement_score":0.018487783,"about_ca_system_score_codex":0.001804675,"about_ca_system_score_gemma":0.0017828455,"threshold_uncertainty_score":0.034804404},"labels":[],"label_agreement":null},{"id":"W2245505963","doi":"","title":"The Design of Presentation tools for Multiple and Large Interactive Displays in Classrooms","year":2007,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Presentation (obstetrics); Computer science; Multimedia; Human–computer interaction; Medicine","score_opus":0.07594541687288844,"score_gpt":0.37291406783266956,"score_spread":0.2969686509597811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2245505963","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.068543464,0.00065525464,0.91702235,0.00037550516,0.00013541507,0.0006797597,0.000075965254,0.004558363,0.007953862],"genre_scores_gemma":[0.40720648,0.0004258363,0.58354163,0.000121745594,0.000059312675,0.0006323911,0.00012917945,0.0010178935,0.006865447],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99668807,0.0016949244,0.00027559983,0.00028288882,0.0007857401,0.00027282737],"domain_scores_gemma":[0.99266535,0.004253956,0.00037960932,0.0006510498,0.0015742459,0.00047583398],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003759671,0.0012944253,0.00070435833,0.0012225028,0.0011473929,0.0048340256,0.0028102119,0.0019278519,0.0067381123],"category_scores_gemma":[0.015189699,0.0010292993,0.00077844906,0.00050256925,0.0008017741,0.003982932,0.0029509794,0.0011322291,0.0011860428],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016314808,0.0010107857,0.004917877,0.002149285,0.00020006197,0.0016836493,0.012731549,0.03918381,0.19326246,0.060933564,0.0102380905,0.67205733],"study_design_scores_gemma":[0.0010121638,0.0031838475,0.009125206,0.0012778842,0.00095566723,0.0037087947,0.008700682,0.4899267,0.20491295,0.04573229,0.231007,0.00045682234],"about_ca_topic_score_codex":0.00050569704,"about_ca_topic_score_gemma":0.00072681194,"teacher_disagreement_score":0.0067381123,"about_ca_system_score_codex":0.00069853256,"about_ca_system_score_gemma":0.0009502745,"threshold_uncertainty_score":0.022541285},"labels":[],"label_agreement":null},{"id":"W2249141363","doi":"","title":"Augmenting the Teacher-Training Model with Desktop Videoconferencing","year":2005,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Training (meteorology); Videoconferencing; Computer science; Multimedia","score_opus":0.09070185536113154,"score_gpt":0.3315916391855569,"score_spread":0.24088978382442536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2249141363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48553205,0.00032295272,0.3918342,0.001423124,0.0002685061,0.00047120109,0.00048701852,0.0066750078,0.11298595],"genre_scores_gemma":[0.8892657,0.00017028132,0.08722085,0.00013934585,0.000030740695,0.00012445329,0.00025856274,0.0001713238,0.022618668],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9995783,0.00014525632,0.000018268469,0.00008426801,0.00012298446,0.000051012765],"domain_scores_gemma":[0.99831176,0.0007723364,0.00006487321,0.00031949472,0.00032852247,0.00020294168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059998233,0.00035730004,0.00029018964,0.00038208294,0.00037130542,0.0010723614,0.0011338531,0.000758188,0.015716229],"category_scores_gemma":[0.003585667,0.00015555341,0.00022337952,0.0004257569,0.00018622204,0.0011084006,0.00075974147,0.00062340643,0.0036239938],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012148914,0.0051199277,0.014392948,0.00025059312,0.00005928383,0.0003196359,0.0013525288,0.06575801,0.03156101,0.009982394,0.012628278,0.8573605],"study_design_scores_gemma":[0.0005552772,0.0020693298,0.019103264,0.00015742023,0.00019972335,0.0010178204,0.0017559779,0.83904004,0.050326735,0.010970462,0.07467537,0.00012866915],"about_ca_topic_score_codex":0.009828909,"about_ca_topic_score_gemma":0.014358454,"teacher_disagreement_score":0.015716229,"about_ca_system_score_codex":0.0006138614,"about_ca_system_score_gemma":0.0012219871,"threshold_uncertainty_score":0.052576005},"labels":[],"label_agreement":null},{"id":"W2249477894","doi":"","title":"Euro1080 launches European HDTV","year":2004,"lang":"en","type":"other","venue":"Swinburne Research Bank (Swinburne University of Technology)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"High-definition television; Computer graphics (images); Computer science; Telecommunications","score_opus":0.06016096074685172,"score_gpt":0.34710358191106344,"score_spread":0.2869426211642117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2249477894","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.058065828,0.0010487878,0.007320002,0.0013769559,0.0008371795,0.0001621296,0.0015330481,0.00096418883,0.92869186],"genre_scores_gemma":[0.1675368,0.0013576857,0.013134843,0.0012353937,0.0003182302,0.00009410752,0.0046280967,0.00068614236,0.81100863],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995759,0.000053957734,0.0000139766635,0.00006808685,0.00021270457,0.000075414675],"domain_scores_gemma":[0.99946254,0.000082334125,0.00002903427,0.00008925301,0.000238271,0.000098504126],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009618033,0.0004341669,0.00014907327,0.00065414276,0.00041000146,0.0012670223,0.0002804721,0.0006019808,0.045751598],"category_scores_gemma":[0.0010803471,0.00011217708,0.00019881541,0.00054506416,0.00033557447,0.000904358,0.001123421,0.00080102304,0.007926815],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014286948,0.0002872744,0.009943179,0.00034407646,0.000039551458,0.00092793244,0.0012589407,0.00095662614,0.03198641,0.1212834,0.24463928,0.5869045],"study_design_scores_gemma":[0.000037783964,0.00016538081,0.007920225,0.000052975007,0.000008136068,0.00036514743,0.00014654458,0.000515186,0.010609769,0.0011529065,0.97901595,0.00000993767],"about_ca_topic_score_codex":0.005304141,"about_ca_topic_score_gemma":0.004773475,"teacher_disagreement_score":0.045751598,"about_ca_system_score_codex":0.00073419424,"about_ca_system_score_gemma":0.0004409258,"threshold_uncertainty_score":0.15305436},"labels":[],"label_agreement":null},{"id":"W2252937718","doi":"","title":"A Literature Review of Recommended Portable Applications","year":2009,"lang":"en","type":"review","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science","score_opus":0.13700530795450722,"score_gpt":0.39848826670411774,"score_spread":0.26148295874961053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2252937718","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00070723455,0.99610174,0.00045978074,0.00053717254,0.00016804445,0.00007132299,0.0002676458,0.00002052371,0.0016665104],"genre_scores_gemma":[0.0022704483,0.9952915,0.0011963804,0.00037854965,0.000080166865,0.00006767557,0.00027192073,0.000005941084,0.00043751323],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987809,0.00025992468,0.00032982076,0.00014733047,0.00042501566,0.000056972774],"domain_scores_gemma":[0.992649,0.004837097,0.00087187765,0.00013709426,0.0013569603,0.00014791396],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021200557,0.0011585188,0.0022056818,0.013260629,0.00083537475,0.0017794323,0.0018610414,0.0016383397,0.008421264],"category_scores_gemma":[0.009000225,0.00065765117,0.0016288938,0.017440353,0.0006937403,0.0028777514,0.0011108017,0.0010851771,0.001741626],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010789258,0.00009096311,0.00069435075,0.13984703,0.00025906952,0.0003371865,0.00019159731,0.00024329622,0.0006601212,0.001065712,0.024918169,0.8315846],"study_design_scores_gemma":[0.00012043217,0.0003781768,0.0105970055,0.2572896,0.004458248,0.0028391732,0.0008904747,0.00039584408,0.001560556,0.002945522,0.71841234,0.000112594564],"about_ca_topic_score_codex":0.008511987,"about_ca_topic_score_gemma":0.022885421,"teacher_disagreement_score":0.013260629,"about_ca_system_score_codex":0.0013555578,"about_ca_system_score_gemma":0.006243205,"threshold_uncertainty_score":0.028171957},"labels":[],"label_agreement":null},{"id":"W2256522290","doi":"","title":"The ePresence Interactive Webcasting and Archiving System: Technology Overview and Current Research Issues","year":2004,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Webcast; Current (fluid); Computer science; Business; World Wide Web; Engineering","score_opus":0.20692289924350468,"score_gpt":0.43752542671479017,"score_spread":0.23060252747128548,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256522290","genre_codex":"review","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013791001,0.7621939,0.13275535,0.022121394,0.0013448882,0.0006644084,0.00037395614,0.0014211002,0.065334],"genre_scores_gemma":[0.07831683,0.7575166,0.14102782,0.0025742864,0.0021732633,0.0005454145,0.0011541118,0.0003513279,0.016340274],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99591404,0.0006742139,0.00040841536,0.0012026723,0.0013623458,0.0004383177],"domain_scores_gemma":[0.98967814,0.004331532,0.0007737506,0.0004951338,0.004009058,0.0007124492],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012277362,0.0013621522,0.0014153422,0.0049880785,0.0010862993,0.010103198,0.003957106,0.00509954,0.005828221],"category_scores_gemma":[0.008527495,0.0018450262,0.0011953589,0.008137957,0.0033393328,0.020266792,0.0024240434,0.005560546,0.004303797],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029284012,0.0006205627,0.0042217746,0.006980262,0.00007965706,0.0003134974,0.0009137723,0.0023273143,0.009768872,0.05782799,0.0129077,0.9037458],"study_design_scores_gemma":[0.00016496093,0.001649663,0.0068245195,0.008550478,0.0003785458,0.0035499407,0.0038208338,0.020978061,0.030827954,0.031655747,0.891107,0.000492268],"about_ca_topic_score_codex":0.004193535,"about_ca_topic_score_gemma":0.0021265259,"teacher_disagreement_score":0.012277362,"about_ca_system_score_codex":0.003595652,"about_ca_system_score_gemma":0.0052752453,"threshold_uncertainty_score":0.064929664},"labels":[],"label_agreement":null},{"id":"W2259788000","doi":"","title":"Surveying the Impact of Full Motion Video In Post-Secondary Teaching Environments: Alberta Video Classroom Network Evaluation","year":2003,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Motion (physics); Computer science; Multimedia; Mathematics education; Psychology; Computer vision","score_opus":0.04149209326362551,"score_gpt":0.3380817298860835,"score_spread":0.29658963662245796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2259788000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9978461,0.0000370459,0.000083259525,0.000050571747,0.0000050181134,0.000093224546,0.00005433002,0.0000071661716,0.0018231317],"genre_scores_gemma":[0.996117,0.00015812581,0.00045655746,0.000039000162,0.0000059354115,0.000117816344,0.00019274534,0.0000059471745,0.0029069046],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.997209,0.0010888434,0.00010980099,0.00019652664,0.0010217301,0.00037400058],"domain_scores_gemma":[0.987611,0.003532973,0.0011296464,0.0002829991,0.0041813366,0.0032620046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0043958616,0.00035094543,0.00029679178,0.0012979117,0.0015891697,0.0012466047,0.0010489848,0.0005790011,0.002762857],"category_scores_gemma":[0.011454561,0.00022878223,0.00021159585,0.0009949455,0.00054870953,0.00094613095,0.0014066363,0.00059393625,0.0004309673],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011354482,0.038074784,0.6144732,0.00049740245,0.00014395754,0.0006598955,0.030285662,0.0032502261,0.013392527,0.0007288567,0.0035651997,0.28357378],"study_design_scores_gemma":[0.00044787492,0.022480762,0.92460203,0.00009542148,0.00013102136,0.00008936917,0.03842405,0.002410554,0.0057196543,0.0001312541,0.0054144002,0.000053537882],"about_ca_topic_score_codex":0.17450956,"about_ca_topic_score_gemma":0.39240947,"teacher_disagreement_score":0.8254905,"about_ca_system_score_codex":0.0047398703,"about_ca_system_score_gemma":0.0069386116,"threshold_uncertainty_score":0.3469876},"labels":[],"label_agreement":null},{"id":"W2264447051","doi":"","title":"iQUIZ: A Tool Making Internet Quizzes easy to Develop and Use","year":2002,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"The Internet; Computer science; World Wide Web","score_opus":0.14967825154710032,"score_gpt":0.3458493182389475,"score_spread":0.19617106669184717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2264447051","genre_codex":"software","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":"software","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.056822896,0.0011220705,0.31009123,0.001075739,0.00082835654,0.0025053318,0.009314711,0.5763602,0.04187948],"genre_scores_gemma":[0.21225901,0.001670317,0.5795964,0.0022596165,0.0005653943,0.00609064,0.028720822,0.054196663,0.11464115],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901116,0.00021413977,0.000118701355,0.00015488545,0.00037011996,0.000130909],"domain_scores_gemma":[0.9937688,0.0036921927,0.00035693945,0.0006255304,0.001080561,0.00047606227],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018203261,0.0018822764,0.0008752967,0.0036829577,0.000534673,0.001830839,0.0015757049,0.0009698305,0.068926364],"category_scores_gemma":[0.013638734,0.0009768314,0.0007354957,0.0012457191,0.00030383424,0.0041135084,0.0030883646,0.0010326117,0.026388954],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020370733,0.0009167324,0.0042092064,0.0010849326,0.00012214754,0.00041050062,0.00088215416,0.00048344996,0.023530036,0.0027024336,0.26041067,0.7032108],"study_design_scores_gemma":[0.0031876203,0.0017171791,0.05101197,0.00067614525,0.0007571378,0.002966636,0.0009120256,0.026633108,0.09456949,0.017763045,0.799089,0.0007166673],"about_ca_topic_score_codex":0.00063451513,"about_ca_topic_score_gemma":0.0011405222,"teacher_disagreement_score":0.068926364,"about_ca_system_score_codex":0.00027000354,"about_ca_system_score_gemma":0.00053588755,"threshold_uncertainty_score":0.23058164},"labels":[],"label_agreement":null},{"id":"W2268117988","doi":"10.1201/9781003059325-14","title":"Casual Authoring using a Video Navigation History","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Casual; Computer science; Computer graphics (images); Multimedia; Political science","score_opus":0.16758797729546165,"score_gpt":0.35142501849087376,"score_spread":0.1838370411954121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2268117988","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13265347,0.0018840708,0.7417652,0.0004869502,0.00037402034,0.00064501347,0.0005596539,0.009554838,0.1120768],"genre_scores_gemma":[0.49190533,0.0017287494,0.4342128,0.00022676191,0.0003312177,0.00041978894,0.0011391948,0.00084416266,0.069192015],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99945337,0.0001494881,0.000029041952,0.000111999536,0.00022095774,0.000035113295],"domain_scores_gemma":[0.9977095,0.0010727597,0.00018794835,0.0005670852,0.00023036434,0.00023231619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000835585,0.0005937557,0.0002816235,0.0009723975,0.0004951476,0.0019307358,0.0010804608,0.0005216413,0.009224776],"category_scores_gemma":[0.0039175283,0.00024611643,0.00029033213,0.0007400277,0.00057975505,0.0031787811,0.0013501967,0.00062222104,0.0021288919],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004431069,0.00024783294,0.0066607953,0.00072700024,0.00003170223,0.00085772,0.008692399,0.0023525667,0.06899882,0.034386728,0.015380032,0.8612213],"study_design_scores_gemma":[0.0001770983,0.0020276962,0.02509581,0.00083704124,0.00017403404,0.01020676,0.0060088206,0.08898713,0.09852209,0.04057383,0.7270001,0.00038954703],"about_ca_topic_score_codex":0.00069050526,"about_ca_topic_score_gemma":0.0011575475,"teacher_disagreement_score":0.009224776,"about_ca_system_score_codex":0.00027360948,"about_ca_system_score_gemma":0.0004169543,"threshold_uncertainty_score":0.030859947},"labels":[],"label_agreement":null},{"id":"W2275759866","doi":"10.71781/9958","title":"Un système d'aide à la visualisation interactive de logiciels","year":2007,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Visualization; Computer graphics (images); Computer science; Artificial intelligence","score_opus":0.0921674175602435,"score_gpt":0.45601585723526494,"score_spread":0.36384843967502145,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2275759866","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030779794,0.001306556,0.8190631,0.00069156673,0.00035529918,0.00043200317,0.0025441062,0.12358423,0.021243308],"genre_scores_gemma":[0.16416779,0.0010761931,0.7834579,0.00033066754,0.00019302756,0.00071676524,0.0032035415,0.003680965,0.043173105],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884546,0.00024517297,0.000055774504,0.00031329613,0.00045292923,0.000087391774],"domain_scores_gemma":[0.9969367,0.0017772611,0.000080257654,0.00034977964,0.00062573643,0.00023038179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018516302,0.001355203,0.0014270255,0.0018360777,0.0009952167,0.0048925416,0.0017380856,0.0018357647,0.02966821],"category_scores_gemma":[0.007980207,0.0009268545,0.00076650205,0.0010048427,0.0008191117,0.0035024981,0.0025981574,0.0013200582,0.007584118],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032503414,0.0003110708,0.0025223147,0.0012562028,0.00019771412,0.0006300485,0.0033178467,0.007438608,0.10201659,0.018179437,0.05687729,0.8040025],"study_design_scores_gemma":[0.0012192802,0.000690902,0.00953122,0.0006636645,0.00031257735,0.001813965,0.0014740619,0.27997175,0.12182967,0.01658257,0.56555045,0.00035989197],"about_ca_topic_score_codex":0.025245858,"about_ca_topic_score_gemma":0.02077141,"teacher_disagreement_score":0.02966821,"about_ca_system_score_codex":0.0011664529,"about_ca_system_score_gemma":0.0018035321,"threshold_uncertainty_score":0.09925008},"labels":[],"label_agreement":null},{"id":"W2278233457","doi":"","title":"Adapting e-Learning content for mobile devices","year":2015,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Mobile device; Computer science; World Wide Web","score_opus":0.16997300003608654,"score_gpt":0.3675143303723325,"score_spread":0.19754133033624596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278233457","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7428109,0.0003424354,0.2107708,0.00035729018,0.00049177115,0.000879986,0.0009030579,0.010517433,0.032926332],"genre_scores_gemma":[0.9054624,0.00033956437,0.074711114,0.00014824385,0.00006685775,0.00018567365,0.0012185157,0.00093264284,0.016935019],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997222,0.00006819807,0.000022395401,0.00006087521,0.00009129827,0.000035072128],"domain_scores_gemma":[0.99895006,0.00033997835,0.000041127612,0.00025400953,0.0003214085,0.000093434544],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033160756,0.000535475,0.0002743597,0.0006825898,0.00027226645,0.0014311246,0.00079010276,0.0008427395,0.006840346],"category_scores_gemma":[0.0036062133,0.00021008431,0.00039348815,0.0005149154,0.0001505463,0.0011890251,0.0010309706,0.0004480441,0.0038475827],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010272356,0.0018027987,0.017398756,0.0005047311,0.000118158845,0.0010924588,0.0012275093,0.027811982,0.23705712,0.0023026734,0.011621753,0.6980348],"study_design_scores_gemma":[0.00029741437,0.0020968264,0.07028879,0.00028325265,0.0006841633,0.001387039,0.0040743477,0.5318241,0.2638516,0.0078613,0.11711267,0.00023849706],"about_ca_topic_score_codex":0.0011851392,"about_ca_topic_score_gemma":0.001505575,"teacher_disagreement_score":0.006840346,"about_ca_system_score_codex":0.0002827133,"about_ca_system_score_gemma":0.00021458861,"threshold_uncertainty_score":0.022883236},"labels":[],"label_agreement":null},{"id":"W2278596738","doi":"10.22230/src.2012v3n3a95","title":"New Theories and Methods for Screen-Centred Interfaces: A Pilot Study","year":2013,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Variety (cybernetics); Computer science; Cognition; Meaning (existential); Human–computer interaction; Software; Identity (music); ENCODE; Multimedia; World Wide Web; Psychology; Aesthetics; Artificial intelligence; Art","score_opus":0.22800555688500485,"score_gpt":0.5157763885282972,"score_spread":0.28777083164329237,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2278596738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5851657,0.001208463,0.3185542,0.0018882297,0.00032350188,0.050825674,0.00052546256,0.00043068817,0.04107806],"genre_scores_gemma":[0.62378436,0.0011116854,0.3151391,0.00065662165,0.0000613287,0.051551167,0.00022327687,0.00015761128,0.0073148333],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9703526,0.023526026,0.0015028417,0.0015575334,0.002482931,0.0005779909],"domain_scores_gemma":[0.8574339,0.1188739,0.0022975164,0.01114477,0.008683712,0.0015662308],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04306491,0.001261646,0.0009500979,0.0029034833,0.002627767,0.0055145305,0.0033879231,0.0023175406,0.014467528],"category_scores_gemma":[0.09399125,0.0009046126,0.0010632074,0.0019850847,0.0070909876,0.007335361,0.004729379,0.0038160814,0.001534625],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021206865,0.02034223,0.022508048,0.0042185527,0.000086925495,0.001458529,0.37950453,0.0023747368,0.014004961,0.08344839,0.0038116265,0.46612084],"study_design_scores_gemma":[0.00544048,0.048925534,0.06072942,0.0064222408,0.00090507494,0.0028838536,0.49238664,0.03936899,0.044439904,0.10790543,0.18989328,0.000699099],"about_ca_topic_score_codex":0.0022466027,"about_ca_topic_score_gemma":0.0016024901,"teacher_disagreement_score":0.04306491,"about_ca_system_score_codex":0.0031922418,"about_ca_system_score_gemma":0.0035298746,"threshold_uncertainty_score":0.22775173},"labels":[],"label_agreement":null},{"id":"W2282472548","doi":"10.5539/ies.v9n3p24","title":"Review of Interactive Video–Romanian Project Proposal","year":2016,"lang":"en","type":"article","venue":"International Education Studies","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Social Fund","keywords":"Interactivity; Interactive video; Computer science; Metadata; World Wide Web; Multimedia; Interface (matter); Class (philosophy); Field (mathematics); Analytics; Interactive media; Data science","score_opus":0.09773407150015075,"score_gpt":0.5048024016505627,"score_spread":0.40706833015041194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282472548","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011708955,0.92991203,0.0043864097,0.0043082177,0.0034596496,0.000100827645,0.00035956225,0.00010718297,0.056195192],"genre_scores_gemma":[0.015057143,0.95203125,0.0059327967,0.002742961,0.0026549965,0.00025101993,0.0010352375,0.00018495054,0.020109553],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99780184,0.00057059404,0.0003154806,0.00035958798,0.00080038904,0.00015217559],"domain_scores_gemma":[0.99543154,0.0019163128,0.00028222788,0.00026684586,0.0018762021,0.00022690238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004280084,0.00061691576,0.00064748956,0.0067118728,0.0007270021,0.0034829888,0.0014526,0.0017571552,0.013110371],"category_scores_gemma":[0.008621024,0.00034540085,0.0005271238,0.0060215546,0.0012952412,0.003929184,0.0017067182,0.0013280001,0.0052107642],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007203283,0.000055180317,0.00029749513,0.010027625,0.000024285997,0.00020973058,0.00035948918,0.0003919221,0.0008437147,0.04822993,0.06737977,0.8721089],"study_design_scores_gemma":[0.0000028491145,0.000026491314,0.0006129539,0.003103618,0.000011694954,0.00030594738,0.00013713852,0.00006173994,0.00028633414,0.0011219039,0.9943217,0.000007688854],"about_ca_topic_score_codex":0.0025860379,"about_ca_topic_score_gemma":0.0014161405,"teacher_disagreement_score":0.013110371,"about_ca_system_score_codex":0.0020153595,"about_ca_system_score_gemma":0.0042910594,"threshold_uncertainty_score":0.043858528},"labels":[],"label_agreement":null},{"id":"W2283442201","doi":"","title":"A Provincial Videoconferencing Technology System to Support Education in Alberta","year":2007,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Videoconferencing; Political science; Geography; Computer science; Public relations; Business; Multimedia","score_opus":0.02645936646224599,"score_gpt":0.3317873391294152,"score_spread":0.3053279726671692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2283442201","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.877512,0.00031051922,0.003059034,0.0022750583,0.00014632457,0.0005302126,0.0014229928,0.00063050893,0.11411336],"genre_scores_gemma":[0.8622844,0.00027976162,0.0078067854,0.00042964396,0.000025531259,0.00012501291,0.0012165348,0.00008021675,0.12775213],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937385,0.00008176541,0.000016705097,0.00006700352,0.0002001619,0.00026055842],"domain_scores_gemma":[0.99873704,0.000118562224,0.00003467322,0.00006312328,0.0005741855,0.00047240942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062883314,0.00021074538,0.00014605979,0.00084543956,0.0064097736,0.001701904,0.0014666672,0.0007015417,0.011793871],"category_scores_gemma":[0.0012749449,0.00024403962,0.00015804873,0.0017609675,0.0007123187,0.00041757425,0.001345652,0.00076544617,0.0010947343],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002999516,0.0027208112,0.22514497,0.0004262145,0.0000671288,0.0073653837,0.017632069,0.013939154,0.036266815,0.02686977,0.07523879,0.5913294],"study_design_scores_gemma":[0.00071658083,0.0016276262,0.5190133,0.00021731672,0.00012585257,0.0015112488,0.048915554,0.029163545,0.015676074,0.0019247751,0.38093072,0.00017738022],"about_ca_topic_score_codex":0.9662261,"about_ca_topic_score_gemma":0.98628426,"teacher_disagreement_score":0.9662261,"about_ca_system_score_codex":0.02468453,"about_ca_system_score_gemma":0.0767888,"threshold_uncertainty_score":0.17909968},"labels":[],"label_agreement":null},{"id":"W2285370544","doi":"","title":"On-Line Education Using Video Broadcasting Delivered from Perth Campus, Algonquin College","year":2000,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Algonquin College","funders":"","keywords":"Broadcasting (networking); Line (geometry); Telecommunications; Geography; Media studies; Computer science; Sociology; Computer security","score_opus":0.055512769601026205,"score_gpt":0.33438583017774837,"score_spread":0.2788730605767222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2285370544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.950352,0.0000704467,0.00048305627,0.00019926793,0.000039339837,0.00018363778,0.00017990051,0.00013173545,0.048360642],"genre_scores_gemma":[0.93240756,0.00023245573,0.0017248912,0.0001368647,0.000039366165,0.000057408244,0.00025740222,0.00005053694,0.065093525],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997168,0.0000756388,0.000007411659,0.000039030954,0.00006801512,0.00009305773],"domain_scores_gemma":[0.9993617,0.000147339,0.000036242556,0.000037093676,0.00013991371,0.00027781812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002870631,0.00024357169,0.000199676,0.0007936758,0.0014490065,0.0009778497,0.0004499277,0.00035757603,0.032299113],"category_scores_gemma":[0.0013617176,0.00014534885,0.00014823767,0.00061813666,0.00016829355,0.00030920707,0.0007925153,0.00037690674,0.0024952793],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0042968667,0.023563106,0.055541895,0.0005773242,0.000058507558,0.0023673407,0.020619886,0.0014083417,0.052192897,0.0013126688,0.017941965,0.82011926],"study_design_scores_gemma":[0.00065547443,0.015978524,0.77880853,0.00040265967,0.00031531905,0.0009510186,0.040997986,0.0043506436,0.038285803,0.000540643,0.1186001,0.000113260205],"about_ca_topic_score_codex":0.038669836,"about_ca_topic_score_gemma":0.09834025,"teacher_disagreement_score":0.038669836,"about_ca_system_score_codex":0.0008870575,"about_ca_system_score_gemma":0.0014784773,"threshold_uncertainty_score":0.10805124},"labels":[],"label_agreement":null},{"id":"W2295323106","doi":"","title":"Self-Managed Access to Personalized Healthcare through Automated Generation of Tailored Health Educational Materials from Electronic Health Records","year":2009,"lang":"en","type":"article","venue":"National Conference on Artificial Intelligence","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Health care; Personalization; Internet privacy; Variety (cybernetics); Health information; Business; Nursing; Knowledge management; Medicine; Computer science; World Wide Web","score_opus":0.24490061669976437,"score_gpt":0.47856824355299604,"score_spread":0.23366762685323167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295323106","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18246368,0.0011299892,0.74470913,0.0023788998,0.00030951545,0.0009420443,0.0026532875,0.05439971,0.011013699],"genre_scores_gemma":[0.61420614,0.0007327366,0.37061322,0.0005214601,0.0001761354,0.00032082654,0.0041856463,0.0006227837,0.00862099],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99914956,0.00034716085,0.00007022837,0.00016910043,0.0001998921,0.000064034284],"domain_scores_gemma":[0.99786454,0.0010735847,0.0001787804,0.0005103034,0.00030380904,0.000069016496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014400107,0.00049249094,0.00053352065,0.0014912346,0.0002982651,0.0016704528,0.0009479752,0.0009145933,0.0034116749],"category_scores_gemma":[0.0045768656,0.00032989378,0.00054463436,0.0008376154,0.00027505326,0.0018287192,0.0011437682,0.00062950864,0.0027084823],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008533737,0.00084117596,0.0077380924,0.00023296967,0.000087142624,0.0004237701,0.00080728094,0.007910166,0.023974875,0.003406071,0.01919733,0.9345279],"study_design_scores_gemma":[0.00040037883,0.00076153746,0.021061495,0.0001489495,0.00035905236,0.001672083,0.0011942578,0.70775557,0.16654547,0.026255276,0.07355202,0.0002939084],"about_ca_topic_score_codex":0.0012794549,"about_ca_topic_score_gemma":0.0013395911,"teacher_disagreement_score":0.0034116749,"about_ca_system_score_codex":0.00029200912,"about_ca_system_score_gemma":0.00043298362,"threshold_uncertainty_score":0.011413217},"labels":[],"label_agreement":null},{"id":"W2296323758","doi":"10.1109/icdsp.2002.1027806","title":"Redefining multimedia","year":2003,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Multimedia; Computer science; Entertainment; Computer graphics (images); Video recording; Art; Visual arts","score_opus":0.05244442157882974,"score_gpt":0.3477091127110539,"score_spread":0.2952646911322242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2296323758","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010809752,0.18308736,0.11811597,0.045204114,0.030991962,0.00011846132,0.00019379606,0.001554502,0.609924],"genre_scores_gemma":[0.091588445,0.22127435,0.102786675,0.034883026,0.020311361,0.00014992712,0.00038218725,0.00097426435,0.5276497],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99904066,0.00023578458,0.000059289716,0.00010451637,0.0004489686,0.00011065913],"domain_scores_gemma":[0.99887353,0.000539785,0.000066972476,0.00014088763,0.00028780353,0.00009101943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009416353,0.0008064355,0.00029798885,0.002318951,0.0016724444,0.0045162863,0.0010915477,0.0023225844,0.0107755475],"category_scores_gemma":[0.00211902,0.00026598747,0.00039125752,0.0018216105,0.0021333252,0.0069704927,0.0017569263,0.002022389,0.003655886],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004243107,0.000057732235,0.00032071662,0.00056393933,0.000010081713,0.00040848335,0.002021586,0.0006858462,0.0059428057,0.3620631,0.12861052,0.49927276],"study_design_scores_gemma":[0.0000023037353,0.000020691426,0.00016376877,0.00019770041,0.0000065510944,0.00057193445,0.0002998406,0.00042328038,0.0015711737,0.019151993,0.97758,0.000010857575],"about_ca_topic_score_codex":0.0025475125,"about_ca_topic_score_gemma":0.0056799576,"teacher_disagreement_score":0.0107755475,"about_ca_system_score_codex":0.0013638793,"about_ca_system_score_gemma":0.0010101271,"threshold_uncertainty_score":0.036047757},"labels":[],"label_agreement":null},{"id":"W2297053710","doi":"10.1177/1329878x0712400113","title":"The New Media Geography of Global and Local Production Networks","year":2007,"lang":"en","type":"article","venue":"Media International Australia","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Disk formatting; Production (economics); Digital media; Content creation; Narrative; New media; Business; Digital content; Telecommunications; Advertising; Multimedia; World Wide Web; Computer science; Economics","score_opus":0.03857649060829986,"score_gpt":0.351145435190589,"score_spread":0.3125689445822891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297053710","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05627297,0.008823467,0.014016536,0.017996605,0.00038966918,0.000048287875,0.00022927205,0.000098082695,0.90212524],"genre_scores_gemma":[0.9433142,0.0071330545,0.003827002,0.0011004562,0.0008076341,0.0001173999,0.00012510961,0.00011453758,0.043460608],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99821544,0.0009253062,0.000038948296,0.00031430568,0.0002905738,0.00021542642],"domain_scores_gemma":[0.9977362,0.0011620924,0.0003294619,0.0002832344,0.00018778442,0.00030114024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016988153,0.00029437811,0.00024608194,0.002752429,0.0029141787,0.016818425,0.00071467477,0.0011594202,0.012961543],"category_scores_gemma":[0.003920741,0.00033883052,0.00018071524,0.003139787,0.016969236,0.015067384,0.0054363636,0.0012897613,0.0008774294],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017998906,0.0000058919945,0.0010234725,0.000057250945,0.0000036591487,0.0001632121,0.009312788,0.00023094672,0.00015609822,0.97557825,0.0029411651,0.010509244],"study_design_scores_gemma":[0.0000138661035,0.00002592969,0.006240694,0.0002822591,0.00001110171,0.0006168593,0.028306698,0.0005937669,0.00025154804,0.3024496,0.66118383,0.000023898576],"about_ca_topic_score_codex":0.0070789317,"about_ca_topic_score_gemma":0.008232223,"teacher_disagreement_score":0.016818425,"about_ca_system_score_codex":0.0051207133,"about_ca_system_score_gemma":0.0016932687,"threshold_uncertainty_score":0.04336065},"labels":[],"label_agreement":null},{"id":"W2297918074","doi":"10.1109/mcom.2016.7432166","title":"Standards for multi-stream and multi-device media synchronization","year":2016,"lang":"en","type":"article","venue":"IEEE Communications Magazine","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Jacobs University; National Chiao Tung University; University of Waterloo; Shanghai Educational Development Foundation; King's College London; San José State University; Frances McClelland Institute for Children, Youth, and Families; MediaTek; Johns Hopkins University; Jackson State University; University of Pennsylvania; Louisiana State University; Cisco Systems","keywords":"Computer science; Synchronization (alternating current); Telecommunications; Multimedia; Digital watermarking; Data synchronization; Computer network","score_opus":0.09559180840643092,"score_gpt":0.39345110517764265,"score_spread":0.2978592967712117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2297918074","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060980115,0.01785274,0.7979188,0.0046880567,0.004728844,0.0016888997,0.0020426237,0.01171366,0.15326849],"genre_scores_gemma":[0.11031824,0.048215862,0.6610693,0.0067030224,0.004711099,0.006141186,0.01898264,0.0058531216,0.13800558],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9885139,0.0016381437,0.0021774063,0.0008086405,0.005868049,0.0009938332],"domain_scores_gemma":[0.98234195,0.0027983873,0.0010432345,0.004141238,0.008928591,0.0007464857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010259961,0.0014455293,0.0011983218,0.0056724166,0.0020786684,0.0076952497,0.0036874427,0.0057710903,0.008999821],"category_scores_gemma":[0.01666129,0.0009974726,0.0011181474,0.005059581,0.0020729662,0.006694525,0.0054313308,0.0060275826,0.013270771],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033892557,0.00035889662,0.0014062385,0.0021817863,0.000087566754,0.0009279599,0.0025586754,0.005336856,0.0391721,0.38006327,0.10276214,0.46480554],"study_design_scores_gemma":[0.000040862335,0.000080398546,0.00063869543,0.0013697672,0.000059295176,0.0007916499,0.00040274407,0.0064457553,0.015084775,0.03563388,0.9393504,0.00010165363],"about_ca_topic_score_codex":0.0029587974,"about_ca_topic_score_gemma":0.0020508987,"teacher_disagreement_score":0.010259961,"about_ca_system_score_codex":0.002204364,"about_ca_system_score_gemma":0.005715451,"threshold_uncertainty_score":0.054260492},"labels":[],"label_agreement":null},{"id":"W2299144464","doi":"","title":"Scalable User Interfaces for the Web / by Arman Danesh.","year":2004,"lang":"en","type":"dissertation","venue":"Summit (Simon Fraser University)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Scalability; Computer science; Web application; World Wide Web; Operating system","score_opus":0.017409263860848005,"score_gpt":0.27231702159640386,"score_spread":0.25490775773555585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2299144464","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008689987,0.06690765,0.28034607,0.031316064,0.0058159935,0.0004969102,0.0017563121,0.014304268,0.59036684],"genre_scores_gemma":[0.03290647,0.019965813,0.06694923,0.0028252616,0.0008041838,0.00037184337,0.0011187546,0.002167141,0.87289137],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995407,0.00008615148,0.000026960877,0.00010333564,0.00020996243,0.000033029126],"domain_scores_gemma":[0.99976593,0.000088969355,0.00001495536,0.000033363063,0.000060654358,0.00003618212],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067857903,0.0007741864,0.00029553784,0.0007185685,0.0007584716,0.0014947243,0.00046456765,0.0005787687,0.06201081],"category_scores_gemma":[0.001296515,0.0003066948,0.00030226537,0.00059604325,0.00057206466,0.0031188563,0.0015484337,0.0019626243,0.025006551],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000060083723,0.00006277773,0.00018715873,0.00026889093,0.000008118276,0.00014900962,0.0011678968,0.00062724354,0.006507179,0.10613567,0.39403257,0.49079344],"study_design_scores_gemma":[0.0000066847615,0.000017005517,0.00023150218,0.00008418072,0.0000029090122,0.0001793466,0.00009003771,0.0012193905,0.00088521343,0.012640254,0.98463446,0.000009124334],"about_ca_topic_score_codex":0.0018054782,"about_ca_topic_score_gemma":0.0034709496,"teacher_disagreement_score":0.06201081,"about_ca_system_score_codex":0.00076987344,"about_ca_system_score_gemma":0.00062884303,"threshold_uncertainty_score":0.20744681},"labels":[],"label_agreement":null},{"id":"W2301598259","doi":"","title":"4C: A Web2.0 Case Study Analysis Tool","year":2009,"lang":"en","type":"article","venue":"Discovery Research Portal (University of Dundee)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science","score_opus":0.10007211902822526,"score_gpt":0.4170438487461863,"score_spread":0.316971729717961,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2301598259","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13496476,0.0006163928,0.74641794,0.005723344,0.00030239407,0.013373038,0.012787215,0.019362682,0.06645226],"genre_scores_gemma":[0.11346521,0.00026252941,0.87014294,0.00043629092,0.000048072823,0.0048998706,0.0039036202,0.0013598172,0.0054816706],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9896897,0.0057427883,0.00095878355,0.0006869728,0.0025632298,0.0003584278],"domain_scores_gemma":[0.960338,0.027654395,0.0018705518,0.0050306036,0.0037906773,0.001315829],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015652023,0.0007757506,0.0006843915,0.010407764,0.0029073886,0.0052477256,0.0026479873,0.0018677145,0.0076955524],"category_scores_gemma":[0.025702743,0.0009166477,0.00071194407,0.005605035,0.0016578457,0.003860201,0.0038253283,0.0014246181,0.0020397187],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010811599,0.0024043655,0.03962701,0.0034317716,0.00019880416,0.009113714,0.040395193,0.013913661,0.047576156,0.15693063,0.1397634,0.5455642],"study_design_scores_gemma":[0.00059256994,0.0008088093,0.02353736,0.0019760546,0.00018935464,0.008273777,0.023889437,0.097625256,0.04905831,0.05835344,0.7351197,0.000575962],"about_ca_topic_score_codex":0.0066886684,"about_ca_topic_score_gemma":0.0114098545,"teacher_disagreement_score":0.015652023,"about_ca_system_score_codex":0.0032320283,"about_ca_system_score_gemma":0.0039528324,"threshold_uncertainty_score":0.082776785},"labels":[],"label_agreement":null},{"id":"W2303064388","doi":"","title":"Java-based telecollaborative environment","year":2002,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Java; Programming language","score_opus":0.10827912390721535,"score_gpt":0.3188255552510344,"score_spread":0.21054643134381906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2303064388","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01918021,0.00024928653,0.60549176,0.0003570655,0.0004116385,0.00048151493,0.0016876967,0.3382666,0.033874188],"genre_scores_gemma":[0.3605693,0.00081477757,0.46111506,0.0020588979,0.00029836028,0.0015351946,0.011903891,0.07407042,0.08763404],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868375,0.00023630555,0.00014884003,0.00026990363,0.00043070014,0.00023044308],"domain_scores_gemma":[0.9974783,0.0008735139,0.00016689392,0.0006644279,0.0004411638,0.00037571084],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018439868,0.0011962388,0.00077313214,0.00068481814,0.0007155576,0.0023119948,0.0025981166,0.0014201291,0.023391068],"category_scores_gemma":[0.0036485756,0.00095058867,0.000716402,0.0005249528,0.0005836775,0.0030574258,0.002098689,0.002364173,0.012937511],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006491632,0.0036203908,0.0069859405,0.0013486895,0.00029405838,0.0016692523,0.0017937163,0.013598055,0.1738142,0.046834085,0.2480537,0.49549627],"study_design_scores_gemma":[0.0025197272,0.0008695044,0.007220258,0.00034553692,0.00042811263,0.0016927178,0.000219511,0.23764656,0.15584737,0.024465509,0.5683134,0.0004317313],"about_ca_topic_score_codex":0.0016620227,"about_ca_topic_score_gemma":0.0016175153,"teacher_disagreement_score":0.023391068,"about_ca_system_score_codex":0.00044031529,"about_ca_system_score_gemma":0.00088402035,"threshold_uncertainty_score":0.078250945},"labels":[],"label_agreement":null},{"id":"W232361665","doi":"","title":"Survey on VOD Broadcasting Schemes","year":2006,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Terminology; Computer science; Broadcasting (networking); Video on demand; Notation; Subject (documents); Telecommunications; Multimedia; World Wide Web; Computer security; Linguistics","score_opus":0.06803105234992816,"score_gpt":0.3591888945978369,"score_spread":0.29115784224790875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W232361665","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014671382,0.770541,0.097907536,0.004749085,0.001680271,0.00018187158,0.00050789636,0.0002735264,0.109487474],"genre_scores_gemma":[0.08245019,0.8739768,0.026193585,0.0014774746,0.004067999,0.00014550111,0.00092957047,0.000104601415,0.0106542595],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99848324,0.0003351372,0.0001233936,0.00020921648,0.00067157875,0.00017740739],"domain_scores_gemma":[0.99675983,0.0022985993,0.0001292692,0.00027519735,0.0004576759,0.00007944223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016494871,0.000674285,0.001380024,0.003442325,0.00096052815,0.0025325348,0.0013326552,0.0011873444,0.008015367],"category_scores_gemma":[0.0047442317,0.00077505526,0.00050157524,0.007648309,0.0008055645,0.004755157,0.0014511338,0.0015105732,0.0018203815],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018667917,0.00016687867,0.0011296149,0.0042112977,0.000055396547,0.00009453261,0.00018779538,0.010842193,0.0026579085,0.1554853,0.028991038,0.7959914],"study_design_scores_gemma":[0.000049992035,0.00038663085,0.0023591304,0.0022856002,0.00011158121,0.0014708071,0.00034137824,0.023470115,0.0027165404,0.08223886,0.8844935,0.000075855496],"about_ca_topic_score_codex":0.0014548247,"about_ca_topic_score_gemma":0.0008071278,"teacher_disagreement_score":0.008015367,"about_ca_system_score_codex":0.0017367044,"about_ca_system_score_gemma":0.0012570071,"threshold_uncertainty_score":0.026814044},"labels":[],"label_agreement":null},{"id":"W2329466642","doi":"10.5594/j11586","title":"Advanced Television Broadcasting in a Digital Broadband Distribution Environment","year":2001,"lang":"en","type":"article","venue":"SMPTE Journal","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"IBI Group (Canada)","funders":"","keywords":"Broadband; Distribution (mathematics); Telecommunications; Perspective (graphical); Computer science; Broadcasting (networking); Digital television; Divestment; High-definition television; Digital broadcasting; Broadband networks; Business; Computer network","score_opus":0.01976829964342904,"score_gpt":0.29802789827039955,"score_spread":0.27825959862697053,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329466642","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12919478,0.007669166,0.2845001,0.00837306,0.00040230143,0.00017305162,0.0003962181,0.00025239447,0.56903887],"genre_scores_gemma":[0.8724986,0.011862935,0.026438508,0.0006098487,0.00035234628,0.00019065842,0.00016018572,0.00005513011,0.08783184],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946815,0.00025112368,0.000009982215,0.000046029374,0.00015294841,0.00007177003],"domain_scores_gemma":[0.99941635,0.00036262465,0.00005669748,0.000031803193,0.00008211539,0.00005049256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004886993,0.00041278414,0.00023576395,0.00090429856,0.0007987791,0.002746291,0.00058789476,0.001518555,0.0094131585],"category_scores_gemma":[0.0012741485,0.00026228008,0.00046771488,0.0010949804,0.0014024857,0.002672419,0.00087349,0.0009788483,0.0012859612],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025437332,0.000028088143,0.0003602909,0.000050514223,0.0000057786483,0.00021921608,0.00015827021,0.07427759,0.000401663,0.91111463,0.0024090428,0.01094949],"study_design_scores_gemma":[0.000057344205,0.0002512515,0.0018853892,0.0001798599,0.00003648323,0.0008533174,0.00084774813,0.26583344,0.00072553905,0.632438,0.096832804,0.000058719754],"about_ca_topic_score_codex":0.005852041,"about_ca_topic_score_gemma":0.0067155138,"teacher_disagreement_score":0.0094131585,"about_ca_system_score_codex":0.0023647465,"about_ca_system_score_gemma":0.0006892104,"threshold_uncertainty_score":0.031490147},"labels":[],"label_agreement":null},{"id":"W2329498887","doi":"10.5594/j11568","title":"Considerations for Multichannel Signal-Integrity Monitoring","year":2002,"lang":"en","type":"article","venue":"SMPTE Journal","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CMC Microsystems (Canada)","funders":"","keywords":"Computer science; SIGNAL (programming language); Architecture; Quality (philosophy); Telecommunications","score_opus":0.2158344544608549,"score_gpt":0.38663637586095273,"score_spread":0.17080192140009784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2329498887","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05294448,0.030036908,0.63251954,0.16154662,0.0037770576,0.0005482586,0.00020456176,0.0027885733,0.11563403],"genre_scores_gemma":[0.66147834,0.008993414,0.28638983,0.013433505,0.004595996,0.000427504,0.0001881756,0.00043398535,0.024059247],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.98399746,0.005159016,0.00078721583,0.0012681027,0.0081905825,0.0005976216],"domain_scores_gemma":[0.94873774,0.028631354,0.003196435,0.003162914,0.015077802,0.0011938624],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.016095458,0.00062413496,0.00066682976,0.0012327747,0.0019977973,0.004262343,0.0027624774,0.0058172396,0.006694655],"category_scores_gemma":[0.03932046,0.0006303831,0.0004903619,0.0008749765,0.0020846406,0.007720024,0.0021850741,0.0033447442,0.0019941423],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00075462344,0.00023555235,0.008864382,0.0014675595,0.000111450885,0.00294624,0.00246277,0.018286198,0.04566341,0.24236517,0.056982655,0.61986],"study_design_scores_gemma":[0.00018000513,0.0013346588,0.011200706,0.0016052169,0.00020900524,0.016617654,0.0040440043,0.07508235,0.053530023,0.18884529,0.64696944,0.0003816813],"about_ca_topic_score_codex":0.0017438101,"about_ca_topic_score_gemma":0.0023881644,"teacher_disagreement_score":0.016095458,"about_ca_system_score_codex":0.0012889084,"about_ca_system_score_gemma":0.0024084304,"threshold_uncertainty_score":0.08512193},"labels":[],"label_agreement":null},{"id":"W2331160648","doi":"10.1109/ccnc.2014.6994395","title":"A semantic social networking service using smart TV","year":2014,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Synchronizing; Encryption; Key (lock); Broadcasting (networking); Service (business); IPTV; Cloud computing; Object (grammar); Cryptography; Computer security; World Wide Web; Internet privacy; Multimedia; Telecommunications; Artificial intelligence","score_opus":0.08013172677277867,"score_gpt":0.3567996097161223,"score_spread":0.2766678829433436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331160648","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06431139,0.0013591419,0.7938697,0.0026273984,0.0012270279,0.0010072625,0.0018726417,0.030959826,0.10276564],"genre_scores_gemma":[0.7797671,0.0010691598,0.16579542,0.001526821,0.00056912703,0.0007401109,0.004341833,0.0005822453,0.045608167],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993079,0.00014572518,0.00006088394,0.000099169934,0.00027734757,0.00010897629],"domain_scores_gemma":[0.9994844,0.00008214087,0.000043621614,0.00011433622,0.00013166772,0.00014384805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007455748,0.0004660844,0.00046204033,0.0010080909,0.0009758845,0.0013836109,0.001085449,0.0011994204,0.006143444],"category_scores_gemma":[0.0010111217,0.00020740417,0.00042195423,0.00079156435,0.00043596642,0.0030980217,0.0023601041,0.0008006152,0.0025777],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015062127,0.0007828951,0.0055358713,0.00080547296,0.00016429304,0.002033652,0.0012912467,0.008989202,0.07915999,0.18858923,0.1289054,0.5822365],"study_design_scores_gemma":[0.0002635044,0.0005389747,0.003944611,0.00012887057,0.00015218444,0.0023336126,0.0009003195,0.33476996,0.039977893,0.049703754,0.56705743,0.00022883751],"about_ca_topic_score_codex":0.0029851173,"about_ca_topic_score_gemma":0.0019297191,"teacher_disagreement_score":0.006143444,"about_ca_system_score_codex":0.0005859754,"about_ca_system_score_gemma":0.0007684914,"threshold_uncertainty_score":0.02055186},"labels":[],"label_agreement":null},{"id":"W2331269197","doi":"10.1061/40513(279)131","title":"RECALL in Action","year":2000,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; Cisco Systems","keywords":"Computer science; Reuse; Testbed; Software deployment; Context (archaeology); Multimedia; Human–computer interaction; Recall; Knowledge management; Software engineering; World Wide Web; Engineering","score_opus":0.0889921666804898,"score_gpt":0.41955611684933863,"score_spread":0.3305639501688488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2331269197","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022439288,0.0022478995,0.39355123,0.0068710893,0.0011041872,0.00097473443,0.0011370728,0.009564335,0.5621101],"genre_scores_gemma":[0.37647402,0.0022844733,0.2707509,0.0038920245,0.00047944384,0.0013813613,0.0029019609,0.0015544295,0.34028125],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9937403,0.0023032385,0.0003935479,0.0017523953,0.0014265056,0.00038400563],"domain_scores_gemma":[0.99220145,0.0034688525,0.0005796454,0.0025447134,0.00078959414,0.00041568885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0055338,0.001746717,0.00064024865,0.0022893308,0.0020325591,0.0078010485,0.002197706,0.003615388,0.0677189],"category_scores_gemma":[0.017515456,0.0005749714,0.0011187514,0.00094465236,0.00481911,0.009182368,0.006994953,0.0022765668,0.018408613],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006688932,0.00029090527,0.004167407,0.0010788437,0.00007725373,0.0007785054,0.02696579,0.0024743492,0.008521121,0.35357973,0.06671587,0.5346813],"study_design_scores_gemma":[0.000091514,0.0002499615,0.0015210339,0.0005024398,0.00007198377,0.00085269153,0.004715099,0.0027490354,0.005431403,0.104588844,0.8791321,0.00009393558],"about_ca_topic_score_codex":0.0031757155,"about_ca_topic_score_gemma":0.0027941123,"teacher_disagreement_score":0.0677189,"about_ca_system_score_codex":0.0017133239,"about_ca_system_score_gemma":0.0020615994,"threshold_uncertainty_score":0.2265423},"labels":[],"label_agreement":null},{"id":"W2334171124","doi":"10.1098/rsta.2014.0433","title":"Future traffic demands and characteristics from a media perspective","year":2016,"lang":"en","type":"article","venue":"Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Entertainment; Status quo; Perspective (graphical); Computer science; Multimedia; Software deployment; Face (sociological concept); Point (geometry); Telecommunications; Internet privacy; Sociology; Political science","score_opus":0.018789578482700384,"score_gpt":0.26053130738507607,"score_spread":0.2417417289023757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2334171124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7672624,0.0020558466,0.018533807,0.0063892016,0.00030756957,0.000090490204,0.0020322285,0.0001934706,0.20313497],"genre_scores_gemma":[0.9806157,0.0012915769,0.001858946,0.00015564829,0.0003262104,0.000053703374,0.0010891982,0.000069108384,0.01453989],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999295,0.00011382457,0.00003513342,0.00011036981,0.00027024635,0.00017535477],"domain_scores_gemma":[0.9971433,0.0005948487,0.00032426155,0.00010456569,0.0015013863,0.000331593],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008033151,0.00032661477,0.00023967131,0.0029983076,0.0012578424,0.0052495953,0.000943106,0.0011990903,0.010913249],"category_scores_gemma":[0.003214638,0.00023281598,0.00018510656,0.0034240088,0.00076998456,0.007415551,0.0011294682,0.00087445934,0.0034786751],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009623645,0.0004289448,0.29433617,0.00042440763,0.000061470324,0.0021255899,0.010473601,0.033778984,0.015578341,0.42231387,0.028408954,0.19110732],"study_design_scores_gemma":[0.000031834246,0.00072576955,0.3040217,0.00041420103,0.00012352156,0.004838503,0.065339416,0.13466324,0.0065705,0.1379403,0.34503824,0.00029290468],"about_ca_topic_score_codex":0.006107899,"about_ca_topic_score_gemma":0.007287004,"teacher_disagreement_score":0.010913249,"about_ca_system_score_codex":0.0022988543,"about_ca_system_score_gemma":0.0005796333,"threshold_uncertainty_score":0.03650844},"labels":[],"label_agreement":null},{"id":"W2347480276","doi":"","title":"Based on P2P Streaming Video Teaching System Research and Design","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Upload; Multimedia; Function (biology); Architecture; Point (geometry); Video streaming; Distance education; Systems design; Computer network; World Wide Web; Software engineering","score_opus":0.11702144472382492,"score_gpt":0.38153717492878086,"score_spread":0.26451573020495595,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347480276","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03225678,0.00058371003,0.9345821,0.00053725595,0.00018781831,0.00045194617,0.00010540305,0.0034224093,0.02787255],"genre_scores_gemma":[0.6279835,0.0014363178,0.33053035,0.00038639357,0.0002451939,0.0010707616,0.00048202017,0.00026844098,0.037597094],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943167,0.00014190325,0.000024679108,0.00011050645,0.0002523189,0.00003890649],"domain_scores_gemma":[0.9997713,0.000041674593,0.000010835406,0.000026370659,0.0001243233,0.000025563535],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039802198,0.00034730788,0.00033920008,0.00037471487,0.0005213706,0.0010432017,0.000903681,0.0006469135,0.004133599],"category_scores_gemma":[0.0005710661,0.00019396665,0.00029618887,0.00030805598,0.00027544505,0.001106322,0.00031925077,0.0003652937,0.0011716171],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000540328,0.00043702128,0.004512186,0.0012592926,0.00020628751,0.0007519851,0.0008669331,0.050873283,0.19095248,0.103809774,0.023255968,0.6225345],"study_design_scores_gemma":[0.000331939,0.0015356228,0.005896429,0.00014121526,0.0003437038,0.0020770002,0.000282415,0.62510985,0.15205348,0.021656811,0.19045234,0.00011911687],"about_ca_topic_score_codex":0.0017787201,"about_ca_topic_score_gemma":0.00089617213,"teacher_disagreement_score":0.004133599,"about_ca_system_score_codex":0.00048060637,"about_ca_system_score_gemma":0.00077469193,"threshold_uncertainty_score":0.013828337},"labels":[],"label_agreement":null},{"id":"W2348092598","doi":"","title":"Design and Implementation of a VOD System Based on User Authentication Under FreeBSD","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Operating system; Authentication (law); Windows Server; Web server; Video server; Internet Authentication Service; Server; Computer security; The Internet","score_opus":0.02196318079889664,"score_gpt":0.3407067711126219,"score_spread":0.31874359031372523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2348092598","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0795571,0.00045381312,0.87819487,0.00037392176,0.00043321672,0.0010286723,0.00021637662,0.021356374,0.018385606],"genre_scores_gemma":[0.7520882,0.00029543578,0.22472863,0.00037425017,0.00014951295,0.0005831498,0.0006385424,0.00045676064,0.020685622],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909186,0.00013617703,0.00009079031,0.00016958789,0.0003385687,0.00017300893],"domain_scores_gemma":[0.99945503,0.000056898687,0.00003383239,0.00009857743,0.00023866902,0.00011703837],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007578253,0.00027039458,0.00051816984,0.0006848625,0.00059748255,0.0014449911,0.00159062,0.0006101194,0.0044490215],"category_scores_gemma":[0.0009966979,0.00038511102,0.00032222722,0.00026796755,0.0003387706,0.0011188047,0.0009988624,0.00052203966,0.0017759943],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024281626,0.0009011434,0.017759083,0.0008244796,0.00026279822,0.0016362478,0.0026034873,0.015255114,0.2578819,0.048852667,0.028654361,0.6229405],"study_design_scores_gemma":[0.0009318768,0.0021573107,0.014598578,0.00023313737,0.00047799014,0.0026019157,0.00062815216,0.40458187,0.29354602,0.008768951,0.27109626,0.0003779468],"about_ca_topic_score_codex":0.0014708232,"about_ca_topic_score_gemma":0.0006065097,"teacher_disagreement_score":0.0044490215,"about_ca_system_score_codex":0.00046763977,"about_ca_system_score_gemma":0.00068698416,"threshold_uncertainty_score":0.014883399},"labels":[],"label_agreement":null},{"id":"W2351557212","doi":"","title":"Research and Development on Multimedia Recording and Broadcasting System in Network Environment","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Broadcasting (networking); Multimedia; Architecture; Presentation (obstetrics); Mode (computer interface); Software; Systems architecture; Human–computer interaction; Computer network; Operating system","score_opus":0.05948302137127788,"score_gpt":0.34304858680521766,"score_spread":0.2835655654339398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2351557212","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21817897,0.012930447,0.59489536,0.001875359,0.0004783727,0.00070852396,0.0001785056,0.0014783986,0.1692761],"genre_scores_gemma":[0.61388063,0.020257927,0.28324157,0.00038498713,0.0003035796,0.00047328038,0.00057359907,0.00018150244,0.080702886],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99944097,0.00014537339,0.000024973537,0.00008199909,0.00023420084,0.00007240446],"domain_scores_gemma":[0.9991899,0.00017046723,0.00002914343,0.00005946042,0.0004645525,0.00008646672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013461912,0.00025643932,0.00019925227,0.00056854443,0.00039719552,0.0010146076,0.0007071108,0.0006082982,0.004280848],"category_scores_gemma":[0.0012519116,0.00015207725,0.00025950218,0.00049907004,0.00032318957,0.0012714838,0.00021959443,0.00037637964,0.000976649],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020834184,0.0003278734,0.006608836,0.001009112,0.00003125227,0.00039032925,0.0024956795,0.008948925,0.13109396,0.075343266,0.0065266504,0.7670158],"study_design_scores_gemma":[0.0001394065,0.0037321688,0.025762687,0.0009573642,0.00026956445,0.003174253,0.003341955,0.12924498,0.24282078,0.018868303,0.5715512,0.00013723473],"about_ca_topic_score_codex":0.0036591669,"about_ca_topic_score_gemma":0.001698673,"teacher_disagreement_score":0.004280848,"about_ca_system_score_codex":0.0006748703,"about_ca_system_score_gemma":0.0016436896,"threshold_uncertainty_score":0.01432085},"labels":[],"label_agreement":null},{"id":"W2355873604","doi":"","title":"Research and Design on Video Teaching System Based on P2P Streaming Media","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Multimedia; Plan (archaeology); Video streaming; Peer-to-peer; Computer network","score_opus":0.10705587048921814,"score_gpt":0.37172432417078194,"score_spread":0.2646684536815638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2355873604","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13201548,0.002053502,0.8225431,0.0007792773,0.0002783391,0.00056422455,0.00011819963,0.0017656484,0.03988225],"genre_scores_gemma":[0.7055299,0.0037237464,0.25038445,0.00026325972,0.00023147599,0.0005817164,0.0004244771,0.00015973648,0.038701307],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9995741,0.000086266504,0.000016263624,0.00009509536,0.00017889023,0.000049449663],"domain_scores_gemma":[0.9997454,0.00005749382,0.00001130087,0.000022037184,0.00012972356,0.000034056422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005099324,0.00026729493,0.0003369416,0.00040868606,0.00050640514,0.0007880669,0.0007225574,0.0005614277,0.003253278],"category_scores_gemma":[0.0006916213,0.00020405442,0.00031975823,0.0003539258,0.0002559215,0.0014367446,0.00021159847,0.00033558137,0.0008115229],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00052063767,0.00051023124,0.0059743547,0.0013035899,0.0000970132,0.0007128445,0.0019044861,0.027158739,0.3361663,0.07156818,0.008219263,0.5458644],"study_design_scores_gemma":[0.00033923046,0.0027915372,0.010932685,0.00023524648,0.0003778014,0.001916328,0.0012496749,0.47427318,0.3383546,0.012112167,0.15729396,0.00012351586],"about_ca_topic_score_codex":0.0024401625,"about_ca_topic_score_gemma":0.0011738356,"teacher_disagreement_score":0.003253278,"about_ca_system_score_codex":0.00048150786,"about_ca_system_score_gemma":0.0007869907,"threshold_uncertainty_score":0.010883331},"labels":[],"label_agreement":null},{"id":"W2360957152","doi":"","title":"The Implementation and the Improvement of Controued Multicast Protocol in 3TNet","year":2005,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Multicast; Computer science; Internet Group Management Protocol; Protocol Independent Multicast; IP multicast; Xcast; Source-specific multicast; Computer network; Pragmatic General Multicast; Distance Vector Multicast Routing Protocol; Inter-domain; Multicast address; The Internet; Distributed computing; World Wide Web","score_opus":0.008755648102249297,"score_gpt":0.3664667495990607,"score_spread":0.3577111014968114,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2360957152","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.123528205,0.0108089205,0.8361573,0.0021266534,0.0007744877,0.0003409324,0.00008348153,0.0007882371,0.025391718],"genre_scores_gemma":[0.76482874,0.010856695,0.21214294,0.00040187626,0.0004885564,0.00034216815,0.00022092712,0.000101744925,0.010616411],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99819046,0.00070391415,0.00009847571,0.00013362436,0.0007119037,0.00016150839],"domain_scores_gemma":[0.9991285,0.00020711425,0.000087766544,0.00012024832,0.00042247598,0.000033939858],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017303152,0.00026536259,0.0002769389,0.00080764055,0.00060146576,0.0010291307,0.000899078,0.00085359823,0.00083640794],"category_scores_gemma":[0.00343134,0.00025831678,0.00042144448,0.0006977943,0.0005611933,0.0024921123,0.00058482686,0.0008585124,0.00021967903],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006008498,0.00024645755,0.008959999,0.00056581513,0.00008433994,0.0010644798,0.0010197988,0.044122465,0.08136824,0.22357933,0.0059413887,0.6324468],"study_design_scores_gemma":[0.00017375953,0.0016347305,0.008487089,0.000304791,0.00027367185,0.0031203975,0.00078565534,0.6126585,0.13856928,0.0567776,0.17697191,0.00024257385],"about_ca_topic_score_codex":0.0021735136,"about_ca_topic_score_gemma":0.0011274446,"teacher_disagreement_score":0.0021735136,"about_ca_system_score_codex":0.00074127346,"about_ca_system_score_gemma":0.001023684,"threshold_uncertainty_score":0.009150863},"labels":[],"label_agreement":null},{"id":"W2361339664","doi":"","title":"3TNet Application System and the Demonstration","year":2005,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Key (lock); The Internet; Multimedia; Broadband; Architecture; Service (business); Telecommunications; Broadband networks; World Wide Web; Computer security","score_opus":0.007899753859950355,"score_gpt":0.2714901462382741,"score_spread":0.26359039237832377,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2361339664","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060924027,0.0014255369,0.55466133,0.0036296893,0.0014062235,0.0011405526,0.0015963172,0.025843563,0.34937283],"genre_scores_gemma":[0.5790165,0.0024355508,0.21034987,0.0014775721,0.00064224075,0.0015581831,0.0050424743,0.0024071436,0.19707045],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988971,0.0002829977,0.00005449419,0.00011120717,0.000539474,0.00011470575],"domain_scores_gemma":[0.9991153,0.00018466893,0.000037200924,0.0001775627,0.00033229345,0.00015306803],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013130152,0.00032349816,0.00026641667,0.0004474197,0.0005862257,0.0014762031,0.00088992907,0.0009165019,0.021286378],"category_scores_gemma":[0.00269034,0.00020741347,0.00028360283,0.0005594333,0.00043079254,0.0022638482,0.0016634349,0.0013518957,0.005141179],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016796675,0.0005591787,0.0029629027,0.00045569727,0.000045810095,0.0025987825,0.001196843,0.011811994,0.061474033,0.23550639,0.16813168,0.51357704],"study_design_scores_gemma":[0.00012571157,0.0004879571,0.0024634053,0.00011872441,0.000025099262,0.0019537802,0.00015808914,0.057726134,0.035217457,0.012620577,0.8890252,0.00007775245],"about_ca_topic_score_codex":0.0026663812,"about_ca_topic_score_gemma":0.0015796135,"teacher_disagreement_score":0.021286378,"about_ca_system_score_codex":0.0006367532,"about_ca_system_score_gemma":0.0011176218,"threshold_uncertainty_score":0.07120997},"labels":[],"label_agreement":null},{"id":"W2365682644","doi":"","title":"A Mixed Runtime Information Analysis Methed","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Java; Profiling (computer programming); Execution time; Operating system; Architecture; Benchmark (surveying); Software; Real-time computing; Algorithm; Data mining; Embedded system","score_opus":0.013412622273605315,"score_gpt":0.29745339061265563,"score_spread":0.28404076833905034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2365682644","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073652724,0.00030758587,0.97516483,0.0001459098,0.00007135831,0.00010893801,0.0002727738,0.01354885,0.0030144209],"genre_scores_gemma":[0.12271728,0.00024907017,0.8656701,0.00019410539,0.00015989058,0.00025614118,0.000986579,0.0018456083,0.007921252],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99720335,0.00046251444,0.00024476033,0.00067958125,0.001230026,0.00017982177],"domain_scores_gemma":[0.99666554,0.0008523707,0.0002712542,0.0011660919,0.0009025291,0.00014225687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014081233,0.0013835634,0.0012408072,0.0024590082,0.0007507431,0.0026948599,0.0019568652,0.00059429725,0.0030471163],"category_scores_gemma":[0.0044302302,0.00066023605,0.0013393614,0.0016504949,0.00044218267,0.0021730857,0.0018157234,0.0013704163,0.0015563174],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006171876,0.0002507227,0.0046889954,0.00044954143,0.0002420339,0.00024810366,0.00040244436,0.018273024,0.042029675,0.032464843,0.010296776,0.8900366],"study_design_scores_gemma":[0.00009952674,0.00040570885,0.004145,0.000100158584,0.00026326437,0.00064607884,0.00009731674,0.80997515,0.09033719,0.0286002,0.06515736,0.00017298938],"about_ca_topic_score_codex":0.001889813,"about_ca_topic_score_gemma":0.0024996628,"teacher_disagreement_score":0.0030471163,"about_ca_system_score_codex":0.0007904084,"about_ca_system_score_gemma":0.0017482094,"threshold_uncertainty_score":0.010193586},"labels":[],"label_agreement":null},{"id":"W2365757660","doi":"","title":"VOD System is Designed Based on HFC Net","year":2005,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Key (lock); Simple (philosophy); Video on demand; Service (business); Net (polyhedron); Software; Multimedia; Telecommunications; Computer network; Operating system","score_opus":0.01707495066755949,"score_gpt":0.29783722072028207,"score_spread":0.2807622700527226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2365757660","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13237526,0.0024745718,0.7119421,0.00075558753,0.0012433344,0.0009177518,0.0010416076,0.023864217,0.12538554],"genre_scores_gemma":[0.8884777,0.00094736635,0.06856898,0.0006823585,0.00040197824,0.00041149638,0.0012412133,0.00022312542,0.039045822],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9998078,0.000018941257,0.000007709599,0.000046482066,0.00008182463,0.00003725565],"domain_scores_gemma":[0.9999045,0.0000139040185,0.0000075550583,0.000012189369,0.000045128054,0.00001666701],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013543437,0.00024443408,0.00042586835,0.00045376972,0.00043217087,0.00059697113,0.00058142823,0.0003848985,0.0045282277],"category_scores_gemma":[0.0001873896,0.00015676038,0.00015240969,0.00022269349,0.00019537138,0.00046960727,0.00024240774,0.00025680193,0.0016018082],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011031537,0.00027129232,0.009169276,0.00082165864,0.00011502878,0.00093892124,0.0006078242,0.00792117,0.29752797,0.037496068,0.048631735,0.5953961],"study_design_scores_gemma":[0.001143288,0.002625469,0.02066804,0.0002682501,0.0005877965,0.0051133875,0.00033692206,0.26470956,0.26479542,0.010964401,0.42848247,0.00030502625],"about_ca_topic_score_codex":0.0013480926,"about_ca_topic_score_gemma":0.0011710792,"teacher_disagreement_score":0.0045282277,"about_ca_system_score_codex":0.000333032,"about_ca_system_score_gemma":0.0003005785,"threshold_uncertainty_score":0.015148401},"labels":[],"label_agreement":null},{"id":"W2366415253","doi":"","title":"Multimedia Editing Performance Based on Directshow","year":2004,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Key (lock); Interface (matter); Set (abstract data type); Architecture; Video editing; Multimedia; Programming language; Operating system","score_opus":0.01628765475256597,"score_gpt":0.289333205774501,"score_spread":0.273045551021935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2366415253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87098354,0.00203867,0.03238795,0.0002472803,0.00019153988,0.000112923866,0.0012824677,0.02344783,0.06930779],"genre_scores_gemma":[0.9814817,0.0002491972,0.008274796,0.000034024775,0.0000349561,0.000022561073,0.0007262108,0.00057640433,0.008600092],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99902904,0.000094695,0.00003914492,0.00021629645,0.00048817712,0.00013260465],"domain_scores_gemma":[0.99726844,0.0012783514,0.00014048482,0.0003266915,0.00067312364,0.00031295395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006172992,0.00072549994,0.00042210086,0.0014078397,0.0003543747,0.0017671846,0.00081607606,0.00046267983,0.015739866],"category_scores_gemma":[0.006157394,0.00017023968,0.00021446486,0.0009554,0.00022762774,0.0013966039,0.0009543174,0.00034777308,0.0023181515],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008708848,0.00048919057,0.010380326,0.00047399013,0.00014513002,0.00060926814,0.00084046094,0.030333294,0.21409151,0.0039265216,0.020055141,0.70994633],"study_design_scores_gemma":[0.00034816063,0.0030317497,0.06807964,0.00009008222,0.0003453695,0.0014449476,0.0008711668,0.37129152,0.51937246,0.0033393456,0.031397544,0.00038813206],"about_ca_topic_score_codex":0.004822517,"about_ca_topic_score_gemma":0.002614107,"teacher_disagreement_score":0.015739866,"about_ca_system_score_codex":0.0006116579,"about_ca_system_score_gemma":0.0003192258,"threshold_uncertainty_score":0.0526551},"labels":[],"label_agreement":null},{"id":"W2372949826","doi":"","title":"Building a samba server","year":2001,"lang":"en","type":"article","venue":"Journal of Anqing Teachers College","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Operating system; AppleShare; Windows Server; Computer science; Internet Authentication Service; Microsoft Windows; Group Policy; Server farm; Wallpaper; File server; Windows Vista; Personal computer; Application server; Client–server model; Server; Software","score_opus":0.042201597135714794,"score_gpt":0.3532295540377151,"score_spread":0.3110279569020003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2372949826","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03933642,0.0010211219,0.7662101,0.000845576,0.0008640664,0.0014119428,0.0009034554,0.15347469,0.03593273],"genre_scores_gemma":[0.29461813,0.0011460781,0.6420985,0.00083346677,0.0005251503,0.0012366186,0.0058824457,0.008406918,0.045252718],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982284,0.00027895527,0.00016060262,0.00031548875,0.00062623655,0.00039027576],"domain_scores_gemma":[0.99752134,0.0002231557,0.0001019606,0.0005994415,0.0010083234,0.00054592104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018118583,0.0012415082,0.00089470606,0.0014336052,0.0017780954,0.0030509224,0.002161315,0.0008667343,0.017329894],"category_scores_gemma":[0.0030685472,0.0009800331,0.0008205328,0.0011080538,0.00054354477,0.0038088632,0.0028336921,0.0021844981,0.016909355],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021569158,0.001469376,0.017051946,0.0012068824,0.0003711885,0.002161745,0.0026552745,0.010098353,0.13253608,0.057972737,0.19728287,0.5750367],"study_design_scores_gemma":[0.00028414858,0.00074769574,0.00479173,0.00021780464,0.00024074591,0.0015900312,0.0010571345,0.11155467,0.14314884,0.017606523,0.7184629,0.00029778658],"about_ca_topic_score_codex":0.0013211413,"about_ca_topic_score_gemma":0.00067090365,"teacher_disagreement_score":0.017329894,"about_ca_system_score_codex":0.00063462544,"about_ca_system_score_gemma":0.0015679133,"threshold_uncertainty_score":0.05797428},"labels":[],"label_agreement":null},{"id":"W2373769487","doi":"","title":"Design and Implementation of Broadband Media Gateway","year":2005,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Residential gateway; Default gateway; Gateway (web page); Software; Network architecture; Computer network; Broadband; Architecture; Broadband networks; Interface (matter); Embedded system; Key (lock); Computer architecture; Function (biology); Layer (electronics); Operating system; Telecommunications; World Wide Web","score_opus":0.022367205826230266,"score_gpt":0.33617332762483887,"score_spread":0.3138061217986086,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2373769487","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10449284,0.0007518259,0.8284465,0.0006321941,0.00043471114,0.00092565466,0.00026211975,0.0100691235,0.053985056],"genre_scores_gemma":[0.68027586,0.00059990026,0.29101327,0.0004353407,0.00010372748,0.0005949855,0.00055501604,0.00022390652,0.02619794],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99960667,0.00005763493,0.000029056657,0.00006675467,0.00016184694,0.00007801814],"domain_scores_gemma":[0.9998072,0.000015520196,0.000017956554,0.000026071526,0.00010694474,0.000026393696],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035554334,0.0002915807,0.00026090062,0.00055464136,0.00028522845,0.0008774319,0.0010372911,0.00048336686,0.0033117365],"category_scores_gemma":[0.00044051514,0.00024326092,0.0001876603,0.00025933227,0.00018790757,0.00050943857,0.0004342158,0.0003453016,0.0011182565],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081479736,0.00033222543,0.010917066,0.00086066197,0.00015447722,0.0014855427,0.001062338,0.028475452,0.37823492,0.065891206,0.024625702,0.48714557],"study_design_scores_gemma":[0.00045625446,0.0018463306,0.00889701,0.00017729556,0.0002979234,0.0024028444,0.000374175,0.29521647,0.4088168,0.0067879255,0.27461314,0.0001138404],"about_ca_topic_score_codex":0.00093161996,"about_ca_topic_score_gemma":0.0006899024,"teacher_disagreement_score":0.0033117365,"about_ca_system_score_codex":0.00036898252,"about_ca_system_score_gemma":0.0007169084,"threshold_uncertainty_score":0.0110788345},"labels":[],"label_agreement":null},{"id":"W237421","doi":"10.1007/978-3-642-31374-5_6","title":"A Streaming Digital Ink Framework for Multi-party Collaboration","year":2012,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Whiteboard; Multimedia; Inkwell; Domain (mathematical analysis); Channel (broadcasting); Human–computer interaction; World Wide Web; Speech recognition; Computer network","score_opus":0.04750518513662457,"score_gpt":0.3445323348663854,"score_spread":0.29702714972976085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W237421","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0041531706,0.00017850653,0.97868484,0.00008804924,0.00008839419,0.00016677575,0.00016671214,0.00899789,0.0074756504],"genre_scores_gemma":[0.17859395,0.00039102588,0.79857236,0.00011647803,0.00010904845,0.00040958603,0.00068544695,0.0012301529,0.019891951],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990508,0.0002111121,0.00006750193,0.00013284347,0.00042341716,0.00011437318],"domain_scores_gemma":[0.99886,0.00035934697,0.00004321173,0.0003922215,0.00017866459,0.00016658184],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001276961,0.0007623513,0.0008288642,0.0007473176,0.0012787294,0.0029544905,0.0030984816,0.0015017749,0.016852347],"category_scores_gemma":[0.0024019813,0.00043955896,0.0009233887,0.0008102773,0.0008620207,0.0031055992,0.0053221746,0.0016896504,0.004090686],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017980224,0.0006444707,0.00097032025,0.0006318036,0.00012937874,0.0007205673,0.0012127905,0.06926624,0.033813618,0.2990592,0.028511664,0.5632419],"study_design_scores_gemma":[0.00026250654,0.00017625604,0.00021536744,0.00008979504,0.00007075382,0.00037875527,0.00025913952,0.73080325,0.026581654,0.14091736,0.100154266,0.000090794616],"about_ca_topic_score_codex":0.0018629212,"about_ca_topic_score_gemma":0.0024446214,"teacher_disagreement_score":0.016852347,"about_ca_system_score_codex":0.0006317406,"about_ca_system_score_gemma":0.0009652679,"threshold_uncertainty_score":0.056376696},"labels":[],"label_agreement":null},{"id":"W237899719","doi":"10.1108/qrde-12-2001-0007","title":"Why choose interactive instructional television?","year":2001,"lang":"en","type":"article","venue":"Quarterly review of distance education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brandon University","funders":"","keywords":"Interactive television; Multimedia; Computer science; Educational television; Instructional design; Psychology; Interactive video; Mathematics education","score_opus":0.01592641523822285,"score_gpt":0.36173013790478675,"score_spread":0.3458037226665639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W237899719","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95418143,0.003142386,0.00409972,0.0063091232,0.00014014712,0.00007178139,0.000112459835,0.00004936108,0.031893615],"genre_scores_gemma":[0.99544394,0.0012427084,0.0014742175,0.0006052722,0.00003071045,0.00003204593,0.00003589826,0.000012158275,0.0011230775],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9982602,0.0009652496,0.00008736956,0.00014403238,0.0002774439,0.00026577545],"domain_scores_gemma":[0.9954959,0.00297323,0.00058914186,0.0001350355,0.0005411154,0.00026555362],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014669537,0.00012903824,0.00014908677,0.00044295975,0.0006892997,0.0016267379,0.0002956094,0.00092835346,0.0024855684],"category_scores_gemma":[0.009432457,0.00010228287,0.00016983047,0.0006044483,0.0009973757,0.0011271691,0.0005093747,0.0005982421,0.00040389274],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009605841,0.0005449371,0.47478098,0.0013528048,0.0001531463,0.003383104,0.04232444,0.00091530336,0.019837812,0.029134588,0.011335617,0.41527662],"study_design_scores_gemma":[0.0002738842,0.0018261637,0.4900743,0.002132155,0.00040149633,0.009416771,0.2249175,0.0024952262,0.03360487,0.023656387,0.21103002,0.00017114979],"about_ca_topic_score_codex":0.0028216683,"about_ca_topic_score_gemma":0.0058854944,"teacher_disagreement_score":0.0028216683,"about_ca_system_score_codex":0.00058761355,"about_ca_system_score_gemma":0.000628323,"threshold_uncertainty_score":0.008315086},"labels":[],"label_agreement":null},{"id":"W2379715148","doi":"","title":"The Key Technical Problems and Solution of Integration of three Networks","year":2004,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Key (lock); Telecommunications; Broadband; Process (computing); The Internet; System integration; Telecommunications network; Computer security; World Wide Web","score_opus":0.02515441147093577,"score_gpt":0.28587223533188233,"score_spread":0.26071782386094655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2379715148","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044255022,0.005447635,0.8500716,0.009447986,0.0006607694,0.0002312464,0.00011914585,0.00044900388,0.08931748],"genre_scores_gemma":[0.524749,0.008601102,0.43116298,0.0012792037,0.0007428857,0.00056464475,0.00032566508,0.00016902163,0.032405518],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975272,0.0005937956,0.00014354227,0.00042897905,0.00095448346,0.0003519462],"domain_scores_gemma":[0.99878174,0.0003161264,0.00016432782,0.00025374567,0.0003833683,0.000100700105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019808882,0.00063952594,0.00052392075,0.0010901567,0.0023244736,0.003789907,0.0018347934,0.0022638922,0.0046401676],"category_scores_gemma":[0.0042039324,0.0005155391,0.0007892058,0.0015515389,0.0023961572,0.005664123,0.0040340084,0.002768366,0.0012035703],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000053478027,0.00005427772,0.0015627468,0.00019606724,0.00003747194,0.00049939245,0.00082117104,0.012352758,0.0024291778,0.86982256,0.004041493,0.108129434],"study_design_scores_gemma":[0.00003214333,0.0000853576,0.0009699473,0.00021149915,0.000046692774,0.0011328687,0.0013058897,0.053724866,0.003410796,0.80677587,0.13224,0.000064002845],"about_ca_topic_score_codex":0.0019621423,"about_ca_topic_score_gemma":0.0008949545,"teacher_disagreement_score":0.0046401676,"about_ca_system_score_codex":0.0018453599,"about_ca_system_score_gemma":0.0021907373,"threshold_uncertainty_score":0.015522897},"labels":[],"label_agreement":null},{"id":"W2381238779","doi":"","title":"An Introduction to Hypermedia Design Patterns","year":2001,"lang":"en","type":"article","venue":"Jisuanji yingyong yanjiu","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Discovery Air (Canada)","funders":"","keywords":"Hypermedia; Computer science; Human–computer interaction; World Wide Web; Multimedia","score_opus":0.06177764907106797,"score_gpt":0.37282372965090765,"score_spread":0.3110460805798397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2381238779","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002307713,0.021255063,0.87930137,0.0092013385,0.0017611083,0.00046678167,0.0008659125,0.0018330013,0.083007656],"genre_scores_gemma":[0.024834586,0.030115496,0.87853813,0.003371775,0.0016749946,0.0012578206,0.0018075862,0.00088504894,0.057514463],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9951441,0.0013519592,0.00089177716,0.00060728233,0.0017834378,0.00022142715],"domain_scores_gemma":[0.99401337,0.00361262,0.00030392126,0.0006597222,0.0011422232,0.0002681646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00328492,0.0015182515,0.0009939148,0.004831432,0.0020332818,0.0073319627,0.002000978,0.003044151,0.017686158],"category_scores_gemma":[0.009777138,0.0013852977,0.0016668324,0.009266407,0.0044262824,0.01379844,0.003555723,0.0048907683,0.007947459],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003887328,0.0000878037,0.00065673474,0.0011804304,0.000031427448,0.00031200444,0.002347845,0.0012276617,0.0016480465,0.65036345,0.04765167,0.29445413],"study_design_scores_gemma":[0.000014676041,0.000040687668,0.00029783396,0.0006715646,0.000014836243,0.001070324,0.0004464334,0.0021068624,0.00053806667,0.28012848,0.71463734,0.000032993616],"about_ca_topic_score_codex":0.0017303786,"about_ca_topic_score_gemma":0.0020845176,"teacher_disagreement_score":0.017686158,"about_ca_system_score_codex":0.002167826,"about_ca_system_score_gemma":0.0020017293,"threshold_uncertainty_score":0.059166074},"labels":[],"label_agreement":null},{"id":"W2382473880","doi":"","title":"Study of XML Data Storage and Transportation Technology Based on DMB EPG","year":2007,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Computer science; XML; Encoding (memory); Digital multimedia broadcasting; Database; Scheme (mathematics); Broadcasting (networking); Process (computing); Computer network; Operating system; Telecommunications; Digital audio broadcasting","score_opus":0.07496038433483525,"score_gpt":0.3877171777209387,"score_spread":0.31275679338610346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2382473880","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27375072,0.005724741,0.69298685,0.001261101,0.00020727629,0.0003107007,0.00017247362,0.0005158134,0.025070233],"genre_scores_gemma":[0.8229348,0.0052024242,0.16140065,0.00019060372,0.00012880274,0.0001888814,0.00025654136,0.00007839784,0.009618994],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99828416,0.0005815142,0.00010411562,0.0002042599,0.0007103502,0.00011557569],"domain_scores_gemma":[0.99819934,0.00095708703,0.00014317401,0.00029436065,0.0003770514,0.000028989472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012281442,0.00027431053,0.0003686255,0.0010045972,0.0005563083,0.0016898812,0.00078436173,0.0006148911,0.0018196226],"category_scores_gemma":[0.004134628,0.00028462836,0.00037403285,0.0015324098,0.0006891822,0.004111331,0.0004501716,0.00047371,0.00032589596],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00059912074,0.00021140117,0.0065023215,0.0008811016,0.000107254906,0.0012786626,0.0012555859,0.05952054,0.07729134,0.55586904,0.0049649677,0.2915187],"study_design_scores_gemma":[0.00009933887,0.0007915149,0.0046997177,0.00020723674,0.00020934828,0.0032190105,0.0011595226,0.7515983,0.1499817,0.04129024,0.046639644,0.00010446038],"about_ca_topic_score_codex":0.001658542,"about_ca_topic_score_gemma":0.00048900966,"teacher_disagreement_score":0.0018196226,"about_ca_system_score_codex":0.0010245012,"about_ca_system_score_gemma":0.0007685068,"threshold_uncertainty_score":0.0074332952},"labels":[],"label_agreement":null},{"id":"W2384497200","doi":"","title":"A DVB Implementation on IP Setbox","year":2007,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Implementation; Digital Video Broadcasting; Key (lock); Computer network; Emphasis (telecommunications); Computer architecture; Telecommunications; Operating system; Software engineering","score_opus":0.020921950891162507,"score_gpt":0.4112179947077662,"score_spread":0.3902960438166037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2384497200","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044765353,0.0013656571,0.804677,0.0006281768,0.0009738806,0.0007238929,0.0010874689,0.043496482,0.102282114],"genre_scores_gemma":[0.56029266,0.0011891493,0.32311088,0.00088949595,0.00034095848,0.00061823,0.0023905197,0.0029776134,0.10819059],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99941516,0.00009573006,0.000045852474,0.00007694158,0.00024820212,0.00011814976],"domain_scores_gemma":[0.99954873,0.000063123516,0.000024653416,0.00014068805,0.00016888701,0.000053873075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062737725,0.0005320259,0.00042473964,0.00080118567,0.000557005,0.0017114321,0.0014984258,0.00065561105,0.031092757],"category_scores_gemma":[0.0014737127,0.0004600392,0.00024583619,0.000584243,0.00027919284,0.0016073916,0.0011529679,0.0010418842,0.012031863],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023749226,0.00040200344,0.0032661946,0.00087350607,0.00012412106,0.0010753821,0.0007131331,0.0064824405,0.11223378,0.14806873,0.09945936,0.62492645],"study_design_scores_gemma":[0.000761066,0.0011268539,0.0023775718,0.00035197864,0.00017177315,0.0024214024,0.0002490638,0.08898714,0.19776686,0.020693569,0.6848969,0.00019589199],"about_ca_topic_score_codex":0.0010995687,"about_ca_topic_score_gemma":0.00060998334,"teacher_disagreement_score":0.031092757,"about_ca_system_score_codex":0.000567769,"about_ca_system_score_gemma":0.0004934773,"threshold_uncertainty_score":0.10401565},"labels":[],"label_agreement":null},{"id":"W2384596775","doi":"","title":"Performance Analysis of Time-shifting System Based-on Hybrid Network","year":2009,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Broadcasting (networking); Real-time computing; Queueing theory; Synchronization (alternating current); Service (business); Time synchronization; Response time; Queuing delay; Computer network; Distributed computing; Operating system","score_opus":0.009909040439701526,"score_gpt":0.26930021857255537,"score_spread":0.25939117813285384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2384596775","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5766567,0.0012967902,0.40843287,0.0003898118,0.00014203571,0.000101397956,0.00011313151,0.0006401737,0.012227034],"genre_scores_gemma":[0.9963288,0.00014628959,0.0025327161,0.000018379693,0.000013924315,0.000018419665,0.000029766541,0.0000116225,0.0009001572],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990305,0.0002901797,0.00002955455,0.00014494691,0.000257425,0.00024740622],"domain_scores_gemma":[0.99820805,0.00090598385,0.00014768518,0.00008660744,0.0005649055,0.00008686138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010972327,0.000648178,0.0006821225,0.0006050034,0.00065601955,0.00083113246,0.00081026537,0.0006019822,0.0025715933],"category_scores_gemma":[0.0021374137,0.00016256611,0.0003652404,0.0005035863,0.0005607351,0.0011606462,0.00066193775,0.00044920624,0.00018976897],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034949303,0.000046387257,0.0021907098,0.000086843,0.00007050866,0.00012252877,0.0001612473,0.9572577,0.007843782,0.0129125435,0.00073265086,0.018225644],"study_design_scores_gemma":[0.0000035924568,0.000041416908,0.00023892702,0.0000016256157,0.0000083083405,0.000017789778,0.000019699677,0.99812716,0.00060549163,0.0008331277,0.000097760305,0.0000051912552],"about_ca_topic_score_codex":0.010208973,"about_ca_topic_score_gemma":0.004092145,"teacher_disagreement_score":0.010208973,"about_ca_system_score_codex":0.001981701,"about_ca_system_score_gemma":0.0007580941,"threshold_uncertainty_score":0.020299077},"labels":[],"label_agreement":null},{"id":"W2386248382","doi":"","title":"The Design and Implementation of Interactive TV over IPTV","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"IPTV; Interactive television; Computer science; Digital television; Interactive media; Merge (version control); Network packet; Multimedia; Synchronizing; Interactive video; Digital Video Broadcasting; Internet television; Multiplexing; Computer network; Telecommunications","score_opus":0.025455685059133107,"score_gpt":0.3560598326796189,"score_spread":0.3306041476204858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2386248382","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0391434,0.0005253872,0.87318707,0.00041059594,0.00018091747,0.0004456369,0.00011100568,0.0028165095,0.083179474],"genre_scores_gemma":[0.6907187,0.00064514903,0.2656546,0.0002835916,0.00009919766,0.00055942417,0.00018963366,0.00029055667,0.041559163],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993931,0.000101622754,0.000027114069,0.00007435503,0.00031500406,0.00008875147],"domain_scores_gemma":[0.999793,0.000023017721,0.000014551276,0.000031187024,0.00011140398,0.00002678616],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003728813,0.0002148228,0.00017462291,0.0002719951,0.0003559617,0.0009466787,0.0008781876,0.00053922,0.0029879524],"category_scores_gemma":[0.0006493333,0.00021034667,0.00021978901,0.00022795593,0.00025172453,0.000590103,0.00039820094,0.0005052126,0.0008157895],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005072914,0.00020884942,0.002685397,0.0005256822,0.0000920896,0.0015026995,0.0019411262,0.02106269,0.31895643,0.15416408,0.011370307,0.48698336],"study_design_scores_gemma":[0.00017382416,0.00093598844,0.004767135,0.0001274166,0.00020329816,0.0020928648,0.00040564724,0.20366737,0.31365487,0.0115679735,0.4622873,0.00011636528],"about_ca_topic_score_codex":0.0020060511,"about_ca_topic_score_gemma":0.0012141289,"teacher_disagreement_score":0.0029879524,"about_ca_system_score_codex":0.00054395164,"about_ca_system_score_gemma":0.0004531989,"threshold_uncertainty_score":0.009995699},"labels":[],"label_agreement":null},{"id":"W2387538274","doi":"","title":"The Application of XML Language to Streaming Media Service","year":2004,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Real Time Streaming Protocol; XML; Service (business); World Wide Web; Multimedia; Process (computing); Streaming XML; The Internet; Operating system","score_opus":0.011481152468875778,"score_gpt":0.31201961632853087,"score_spread":0.3005384638596551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2387538274","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00694315,0.0042708805,0.9397076,0.0025289278,0.0010436065,0.000381034,0.00045838056,0.0064131236,0.038253274],"genre_scores_gemma":[0.10035294,0.011399101,0.8396366,0.002047191,0.0011958642,0.0005023383,0.0021831477,0.0012807103,0.041402105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980877,0.0007109271,0.0002934278,0.00021116559,0.0005824039,0.000114322655],"domain_scores_gemma":[0.99888533,0.00040605594,0.00007778584,0.00019241293,0.00038269206,0.000055733395],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001740218,0.00047052608,0.00034903537,0.0015198693,0.0006081127,0.0022186232,0.0011835672,0.0010386592,0.002794895],"category_scores_gemma":[0.0033997342,0.0003164016,0.00076228403,0.0018877867,0.0009919921,0.0034663281,0.0010762649,0.0018616307,0.0017944596],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014811837,0.0001198582,0.0015120355,0.0009910191,0.00006425497,0.002339055,0.001992798,0.0027428924,0.035662852,0.5091517,0.048306778,0.3969686],"study_design_scores_gemma":[0.000050143957,0.000157561,0.0010345542,0.00048780456,0.00008241261,0.004296647,0.00055464037,0.04292801,0.040392637,0.08234704,0.8275531,0.00011544681],"about_ca_topic_score_codex":0.0019185496,"about_ca_topic_score_gemma":0.0009032402,"teacher_disagreement_score":0.002794895,"about_ca_system_score_codex":0.00063166174,"about_ca_system_score_gemma":0.0010405877,"threshold_uncertainty_score":0.009349823},"labels":[],"label_agreement":null},{"id":"W2391131587","doi":"","title":"Simulation of Set-Top Box in Time-Shifted TV based on HFC","year":2008,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Set (abstract data type); Digital television; Service (business); Embedded system; Scale (ratio); Real-time computing; Operating system; Computer hardware","score_opus":0.028651992816470434,"score_gpt":0.3196089983421782,"score_spread":0.2909570055257078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2391131587","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85513246,0.00024277168,0.09026702,0.00044673248,0.00017606065,0.000110525754,0.0007352888,0.0007006589,0.052188523],"genre_scores_gemma":[0.99013674,0.00007946545,0.0047826823,0.00002892022,0.000008211883,0.00006466592,0.00013994759,0.000044363987,0.0047149253],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99978966,0.00005364379,0.000005906861,0.000026080816,0.00005778683,0.00006685775],"domain_scores_gemma":[0.9995715,0.00021904575,0.00003450386,0.000029486524,0.000090568086,0.00005488849],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024343052,0.00038954034,0.0005244246,0.00037721553,0.00064662285,0.000575405,0.000816956,0.0012846446,0.006290173],"category_scores_gemma":[0.0009463735,0.00022788421,0.00052800984,0.00031800594,0.0006235499,0.00069800246,0.00052878197,0.00050002884,0.00031180977],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075501746,0.00004021153,0.0013281466,0.000030288944,0.000011653387,0.00015055249,0.00010127289,0.99039453,0.0020411687,0.003988059,0.00046933378,0.0013693373],"study_design_scores_gemma":[0.000013933319,0.000021911179,0.00028944877,0.0000037284526,0.000004052299,0.000009402676,0.000027794591,0.9984308,0.00054887694,0.0003339452,0.00031158957,0.0000045175543],"about_ca_topic_score_codex":0.019102184,"about_ca_topic_score_gemma":0.006520043,"teacher_disagreement_score":0.019102184,"about_ca_system_score_codex":0.0005248142,"about_ca_system_score_gemma":0.00067736267,"threshold_uncertainty_score":0.037981987},"labels":[],"label_agreement":null},{"id":"W2391361513","doi":"","title":"A Dynamic Growth Simulation Model of Flowers and Blossoming","year":2010,"lang":"en","type":"article","venue":"Microcomputer applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Entertainment; Bézier curve; Growth model; Dynamic factor; Dynamic simulation; Computer graphics (images); Simulation; Geometry; Mathematics; Art; Visual arts; Mathematical economics","score_opus":0.012631994103724033,"score_gpt":0.31302058135312044,"score_spread":0.30038858724939643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2391361513","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14888467,0.00046088468,0.8089435,0.0003649603,0.000095744006,0.000075778116,0.00046747178,0.0006942791,0.040012702],"genre_scores_gemma":[0.92263657,0.0006551881,0.059515644,0.000056660774,0.000025918047,0.00016543498,0.00040860238,0.0000931943,0.016442683],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99990726,0.000014970446,0.000004442571,0.000026563968,0.000032371463,0.000014376728],"domain_scores_gemma":[0.99992895,0.000022499393,0.000011018634,0.000007723244,0.000018506631,0.000011321791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000972814,0.0003635693,0.00040246625,0.0002978213,0.00041419748,0.00053577,0.0007510984,0.0007970732,0.0026310608],"category_scores_gemma":[0.00029351187,0.00020973447,0.00072447874,0.0003389381,0.0004098391,0.0006569612,0.0004433133,0.00037368768,0.00038120724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028902226,0.00002197162,0.0007054557,0.000046674108,0.000010298529,0.00019292819,0.00008586861,0.9548163,0.015755774,0.02177295,0.00048336436,0.0060795182],"study_design_scores_gemma":[0.0000062649888,0.000011869804,0.00020200318,0.0000024161977,0.0000039031675,0.000041592117,0.00000837771,0.9962704,0.0007254171,0.0013286169,0.0013929715,0.0000061728256],"about_ca_topic_score_codex":0.013380745,"about_ca_topic_score_gemma":0.0043017403,"teacher_disagreement_score":0.013380745,"about_ca_system_score_codex":0.0005475837,"about_ca_system_score_gemma":0.00063265796,"threshold_uncertainty_score":0.026605725},"labels":[],"label_agreement":null},{"id":"W2393900881","doi":"","title":"Automatic Configure and Maintenance for IPTV Set-top Box Based on Network","year":2006,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"IPTV; Computer science; Set (abstract data type); Computer network; Process (computing); Access network; Operating system","score_opus":0.01840786592759224,"score_gpt":0.3032005806012528,"score_spread":0.2847927146736606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2393900881","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14918482,0.0003642328,0.795425,0.00038015313,0.00015700958,0.0003532185,0.00018578804,0.014562021,0.039387796],"genre_scores_gemma":[0.8725588,0.00019905463,0.112261705,0.00013990358,0.00007000608,0.0002028833,0.00032122637,0.0003464596,0.013899999],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99933124,0.00011605894,0.000026747883,0.00011171417,0.00034211524,0.00007202738],"domain_scores_gemma":[0.99935645,0.00014133763,0.000049211925,0.00027165966,0.00014248434,0.000038828355],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039088694,0.00037958787,0.00033214103,0.00074743835,0.0008022736,0.00070175435,0.0011012334,0.0004951113,0.0039615645],"category_scores_gemma":[0.0013192627,0.0002510934,0.00025956973,0.00034851374,0.00043679425,0.0011825789,0.000702706,0.0005221753,0.000812122],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00090515416,0.00032884526,0.0083038015,0.00024830239,0.0000768789,0.0013366024,0.0011834496,0.014202938,0.25439247,0.04893102,0.019397931,0.6506926],"study_design_scores_gemma":[0.00046090985,0.0007377959,0.02379971,0.00015580509,0.00033451384,0.004799073,0.00035219372,0.34564945,0.4092369,0.025870232,0.18829335,0.00030996095],"about_ca_topic_score_codex":0.0014903871,"about_ca_topic_score_gemma":0.0011791734,"teacher_disagreement_score":0.0039615645,"about_ca_system_score_codex":0.000516624,"about_ca_system_score_gemma":0.0005164079,"threshold_uncertainty_score":0.013252735},"labels":[],"label_agreement":null},{"id":"W2403840400","doi":"","title":"FOCUS-PLUS-CONTEXT DISPLAYS FOR AUDIO INTERACTION","year":2007,"lang":"en","type":"article","venue":"The Journal of the Abraham Lincoln Association","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Focus (optics); Computer science; Context (archaeology); Metaphor; Human–computer interaction; Domain (mathematical analysis); Mathematics; Linguistics","score_opus":0.02575357058348681,"score_gpt":0.35227687095091526,"score_spread":0.32652330036742844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2403840400","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021389043,0.0047277883,0.91244304,0.00080111524,0.0005966316,0.00037932006,0.00021067589,0.004766691,0.054685667],"genre_scores_gemma":[0.25686482,0.0027914008,0.7134806,0.00071262126,0.00042535109,0.0007263231,0.00018175195,0.00041934394,0.024397824],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99965787,0.00011257626,0.000010978877,0.000045033696,0.0001429572,0.000030613934],"domain_scores_gemma":[0.99956566,0.00023731653,0.000027974016,0.000054393444,0.000067567125,0.000047054215],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037963345,0.0007147878,0.0002758784,0.0003853844,0.0007626227,0.0012545795,0.0012459933,0.001028255,0.016378218],"category_scores_gemma":[0.0016566671,0.00031715754,0.00026057594,0.0003305193,0.0004334523,0.0016108694,0.0015519483,0.0009784404,0.0028328004],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068886625,0.00024092408,0.00076795684,0.001246665,0.000049880866,0.0010977937,0.0030863204,0.0030094308,0.31073973,0.16593637,0.04693907,0.46619698],"study_design_scores_gemma":[0.00031102434,0.001855171,0.0046602003,0.0005639813,0.0002217043,0.010576774,0.00096594245,0.08658831,0.14179224,0.067890994,0.684193,0.00038061154],"about_ca_topic_score_codex":0.00041390478,"about_ca_topic_score_gemma":0.0011239423,"teacher_disagreement_score":0.016378218,"about_ca_system_score_codex":0.00026486363,"about_ca_system_score_gemma":0.00020581971,"threshold_uncertainty_score":0.054790616},"labels":[],"label_agreement":null},{"id":"W2405547310","doi":"","title":"VertNUI: Evaluierung einer touchbasierten vertikalen Benutzungsoberfläche","year":2013,"lang":"de","type":"article","venue":"Ingénierie des systèmes d information","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art","score_opus":0.021039036588500086,"score_gpt":0.2668784794672441,"score_spread":0.24583944287874399,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2405547310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73760575,0.002708662,0.22633447,0.00022544184,0.00036938643,0.004165958,0.0023715713,0.007258703,0.018960012],"genre_scores_gemma":[0.8189177,0.0012844914,0.15882844,0.00016471057,0.00006460624,0.0031042274,0.002458996,0.0010603842,0.014116417],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99481696,0.0019084441,0.00034149215,0.00054896186,0.002167361,0.00021677092],"domain_scores_gemma":[0.9832018,0.011518358,0.0008603927,0.0013168197,0.0026568212,0.00044578646],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0047873706,0.0013670173,0.0009094186,0.0017701691,0.00041028316,0.002078341,0.0013244913,0.0010960768,0.016241355],"category_scores_gemma":[0.025038859,0.00055242155,0.0007001207,0.0008483321,0.0006024813,0.002179008,0.001975726,0.00066208636,0.0023746905],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005988764,0.002801144,0.013375055,0.004680831,0.00047951093,0.0002166889,0.0047355057,0.009972415,0.21605831,0.0012964772,0.0055804173,0.7348148],"study_design_scores_gemma":[0.0014208243,0.047694135,0.27999982,0.0022078375,0.0020600567,0.0016342549,0.006149797,0.1607966,0.4449969,0.004623106,0.047585417,0.00083126756],"about_ca_topic_score_codex":0.0015504454,"about_ca_topic_score_gemma":0.0016969653,"teacher_disagreement_score":0.016241355,"about_ca_system_score_codex":0.00047896523,"about_ca_system_score_gemma":0.0006667252,"threshold_uncertainty_score":0.054332674},"labels":[],"label_agreement":null},{"id":"W2407749005","doi":"10.3233/978-1-61499-512-8-919","title":"A Cloud Based Real-Time Collaborative Platform for eHealth","year":2015,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"eHealth; Cloud computing; Computer science; Government (linguistics); Health care; Electronic health record; Architecture; Collaborative software; World Wide Web; Multimedia; Operating system","score_opus":0.11737545044679923,"score_gpt":0.4450048476138979,"score_spread":0.3276293971670987,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2407749005","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042389713,0.00081603933,0.918354,0.0021819586,0.0008228327,0.0013771845,0.0008860511,0.012878457,0.020293724],"genre_scores_gemma":[0.3451097,0.00085908134,0.62974954,0.0010554161,0.0003308827,0.00061792275,0.0016841633,0.0005855795,0.020007815],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9984946,0.00033095168,0.00014240382,0.00023404155,0.0005382758,0.00025980265],"domain_scores_gemma":[0.99830925,0.00022193829,0.00012747616,0.00035608863,0.0004436413,0.00054156885],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015831897,0.00038560235,0.00050132524,0.0007371693,0.0015644052,0.0027353873,0.0020759217,0.0014899962,0.005157457],"category_scores_gemma":[0.0022864996,0.00026323582,0.0007601362,0.0010725361,0.00044772882,0.002135975,0.0032442037,0.0013477742,0.0027939316],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028886988,0.0016755576,0.009273535,0.0010514962,0.0002609463,0.005672616,0.0025182597,0.030796554,0.13216758,0.12292115,0.11428328,0.57649046],"study_design_scores_gemma":[0.0006509461,0.0013086565,0.008560111,0.00033311028,0.00025492147,0.0029972577,0.001035555,0.45632178,0.06797908,0.042256426,0.41786796,0.00043420878],"about_ca_topic_score_codex":0.005125382,"about_ca_topic_score_gemma":0.0037548447,"teacher_disagreement_score":0.005157457,"about_ca_system_score_codex":0.0009868743,"about_ca_system_score_gemma":0.0030261066,"threshold_uncertainty_score":0.017253458},"labels":[],"label_agreement":null},{"id":"W2415573458","doi":"10.1016/s0197-2510(10)70251-5","title":"10.1016/s0197-2510(10)70251-5","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Environmental science","score_opus":0.013943032859032598,"score_gpt":0.24468207172053433,"score_spread":0.23073903886150174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2415573458","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00034220572,0.00039564187,0.0005464645,0.00035678234,0.0003008949,0.000072929295,0.000577489,0.0006362465,0.9967713],"genre_scores_gemma":[0.00058177253,0.00019355204,0.0003141645,0.00017235147,0.000069961665,0.00004889867,0.00031468715,0.00011977039,0.99818486],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99931407,0.000046668985,0.00005768811,0.00023214366,0.00020067571,0.00014876277],"domain_scores_gemma":[0.9979411,0.0005602045,0.00014465002,0.00021546295,0.00046300233,0.00067560544],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011442292,0.0023973319,0.0018033492,0.0027993466,0.0025912873,0.0043713963,0.0035421096,0.0063959584,0.98766345],"category_scores_gemma":[0.0018344441,0.0008721199,0.0013970874,0.002850197,0.0018757301,0.005194222,0.0029446587,0.002619696,0.992255],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029578144,0.00018706865,0.00076540455,0.00061187125,0.000034520926,0.0002497008,0.00011526174,0.00040879505,0.0017887568,0.007587633,0.34572953,0.64222556],"study_design_scores_gemma":[0.000041434738,0.0001037532,0.00056631386,0.00034689458,0.000013120793,0.0002881838,0.000114127215,0.00020017594,0.0003334095,0.0006960776,0.99727505,0.000021450885],"about_ca_topic_score_codex":0.0042807343,"about_ca_topic_score_gemma":0.003494102,"teacher_disagreement_score":0.012336552,"about_ca_system_score_codex":0.0013634916,"about_ca_system_score_gemma":0.0015256208,"threshold_uncertainty_score":0.017596602},"labels":[],"label_agreement":null},{"id":"W2460776840","doi":"10.1145/2936744.2956677","title":"KineMaster","year":2016,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"","keywords":"Computer science; Encoding (memory); Decoding methods; Multimedia; Mobile device; Mobile computing; Human–computer interaction; Embedded system; World Wide Web; Operating system; Telecommunications; Artificial intelligence","score_opus":0.038758731778586644,"score_gpt":0.35283575429748865,"score_spread":0.314077022518902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2460776840","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022526415,0.0027616688,0.13453785,0.0022998217,0.001972821,0.0013782122,0.023252077,0.12860297,0.6826682],"genre_scores_gemma":[0.1197565,0.0020044772,0.090440206,0.00169472,0.00046609153,0.00092421286,0.037590824,0.01737347,0.72974944],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999146,0.0000654595,0.00004463984,0.00023767455,0.00042057785,0.00008564464],"domain_scores_gemma":[0.9986505,0.00017776655,0.000057982277,0.0002461385,0.00059402734,0.00027355438],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007217561,0.000928933,0.0009195103,0.0012146744,0.0010796521,0.0021886358,0.0016197653,0.0009150786,0.35705715],"category_scores_gemma":[0.0025599138,0.0006355634,0.0005003103,0.0009894803,0.00054251426,0.0022657844,0.002972133,0.0010199726,0.14853486],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00171796,0.00019940244,0.0025404538,0.0010658646,0.000051791067,0.0007560134,0.0005793334,0.0008760751,0.047389206,0.013988934,0.5951636,0.3356714],"study_design_scores_gemma":[0.00020524359,0.00028467705,0.0023971633,0.00009375379,0.000058194513,0.0007008618,0.000188742,0.0034048792,0.009721022,0.001772684,0.98111194,0.000060808787],"about_ca_topic_score_codex":0.0039147064,"about_ca_topic_score_gemma":0.0072437185,"teacher_disagreement_score":0.64294285,"about_ca_system_score_codex":0.0007139052,"about_ca_system_score_gemma":0.0016312592,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W2477045803","doi":"10.4018/978-1-878289-79-7.ch012","title":"Safety and Health in the Virtual Office","year":2001,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canarie","funders":"","keywords":"Software deployment; Last mile (transportation); The Internet; Internet access; Service (business); Telecommunications; Gigabit; Engineering; Mile; Computer security; Computer science; Business; World Wide Web; Geography","score_opus":0.043510592978523124,"score_gpt":0.33231973811310567,"score_spread":0.28880914513458256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2477045803","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011400999,0.05887531,0.0044142315,0.03563438,0.002658224,0.000019387917,0.00004098082,0.00007132977,0.88688517],"genre_scores_gemma":[0.37455708,0.060451582,0.0033444585,0.014152814,0.0039846064,0.000049052316,0.00006635588,0.00006236151,0.5433317],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963677,0.00016715938,0.000009183469,0.00004703221,0.00008555704,0.000054316446],"domain_scores_gemma":[0.9996847,0.00015261535,0.000022300317,0.00002391209,0.00005033181,0.00006625235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049235154,0.00034347284,0.00022238179,0.00060800725,0.001986092,0.0040954477,0.0003827107,0.0021293063,0.014733293],"category_scores_gemma":[0.0005952876,0.00011122802,0.0001938764,0.00043479668,0.0052622175,0.0027746959,0.0016191307,0.001806663,0.0024431986],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019708768,0.00006646923,0.00049497123,0.00014015459,0.000003393713,0.00019595244,0.0054047788,0.00045274003,0.00025973548,0.77917606,0.08928714,0.12449879],"study_design_scores_gemma":[0.000004948466,0.0000608042,0.00078257965,0.00032480113,0.000003939092,0.00030975012,0.0037943327,0.00022014441,0.00015293392,0.20456158,0.7897767,0.000007581468],"about_ca_topic_score_codex":0.0033651106,"about_ca_topic_score_gemma":0.0041993796,"teacher_disagreement_score":0.014733293,"about_ca_system_score_codex":0.001979292,"about_ca_system_score_gemma":0.0019344747,"threshold_uncertainty_score":0.049287736},"labels":[],"label_agreement":null},{"id":"W2481160745","doi":"10.4018/978-1-60566-352-4.ch004","title":"Ambient Video, Slow-Motion, and Convergent Domains of Practice","year":2009,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Scholarship; Context (archaeology); Discipline; Dynamics (music); Set (abstract data type); Sociology; Work (physics); Engineering ethics; Political science; Computer science; Social science; Pedagogy; Engineering; Geography","score_opus":0.02183391065820193,"score_gpt":0.3077494699990536,"score_spread":0.28591555934085167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2481160745","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06996911,0.01783681,0.07281507,0.0054062717,0.0005365376,0.00022748025,0.00013110868,0.00020128011,0.8328763],"genre_scores_gemma":[0.8617267,0.012576352,0.03550699,0.00074352836,0.00036738763,0.00041390178,0.00020501898,0.0001504682,0.08830975],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99834895,0.00084589043,0.000059109494,0.00019313558,0.00042321495,0.00012966558],"domain_scores_gemma":[0.9979626,0.0013187075,0.00012247925,0.00020210176,0.00020925581,0.0001847666],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019942466,0.00040415695,0.000266295,0.00178021,0.0018674664,0.008512015,0.00092269346,0.0015400617,0.0106436405],"category_scores_gemma":[0.004444907,0.00017863204,0.00028264025,0.002411917,0.007943054,0.0071529616,0.0046401806,0.0015490021,0.0010367897],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054846598,0.000053747313,0.0013412421,0.0005228014,0.000009377207,0.00035879534,0.06392283,0.00055928563,0.0011937226,0.779358,0.0056422562,0.14698295],"study_design_scores_gemma":[0.000030812884,0.00014809618,0.0055034775,0.0019401591,0.000024329269,0.0011645481,0.095281675,0.0028335098,0.0012735954,0.32436058,0.5673923,0.00004694843],"about_ca_topic_score_codex":0.002735771,"about_ca_topic_score_gemma":0.0034082897,"teacher_disagreement_score":0.0106436405,"about_ca_system_score_codex":0.0023951887,"about_ca_system_score_gemma":0.0017819946,"threshold_uncertainty_score":0.035606503},"labels":[],"label_agreement":null},{"id":"W2482174698","doi":"10.4018/978-1-4666-7377-9.ch001","title":"Phaneroscopy for Video Games","year":2015,"lang":"en","type":"book-chapter","venue":"Advances in social networking and online communities book series","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Electronic Arts (Canada)","funders":"","keywords":"Perspective (graphical); Entertainment; Video game; Multimedia; Constant (computer programming); Relation (database); Computer science; Human–computer interaction; Visual arts; Artificial intelligence; Art","score_opus":0.08413875297287991,"score_gpt":0.3815855742214531,"score_spread":0.2974468212485732,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482174698","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029575329,0.022234064,0.01959641,0.0012826291,0.0018370624,0.00010067534,0.00008411732,0.00023111765,0.9516764],"genre_scores_gemma":[0.055333737,0.02349622,0.017193688,0.0016463038,0.0012847155,0.00018975939,0.00028650544,0.0003598848,0.9002091],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999686,0.00006933727,0.000014492166,0.00005786245,0.00013946921,0.000032806536],"domain_scores_gemma":[0.99978346,0.00009952056,0.000013316453,0.000025006859,0.000042197367,0.000036512196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019725985,0.00071883627,0.000298117,0.0019939134,0.001035883,0.003535765,0.0005475878,0.00086094625,0.0307677],"category_scores_gemma":[0.0009731441,0.00015149888,0.00033332483,0.0014880416,0.0015917434,0.0034702076,0.0013708612,0.0018697288,0.008506576],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002419993,0.000053246018,0.00011483506,0.00026610572,0.0000037056304,0.00012038847,0.0017786172,0.0002715288,0.0015997565,0.7485478,0.065859415,0.18136038],"study_design_scores_gemma":[0.0000031025722,0.000021326912,0.000279192,0.00028014122,0.0000023864802,0.0003296378,0.00041074664,0.00034238683,0.00048348284,0.05549978,0.9423419,0.0000059900226],"about_ca_topic_score_codex":0.0012248883,"about_ca_topic_score_gemma":0.0025678682,"teacher_disagreement_score":0.0307677,"about_ca_system_score_codex":0.0013337211,"about_ca_system_score_gemma":0.00066478364,"threshold_uncertainty_score":0.10292822},"labels":[],"label_agreement":null},{"id":"W249360234","doi":"","title":"The End of Broadcast","year":2000,"lang":"en","type":"article","venue":"The McKinsey Quarterly","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Advertising; Guard (computer science); Interactivity; World Wide Web; Digital Millennium Copyright Act; Broadcasting (networking); Computer science; Internet privacy; Multimedia; Business; Computer security; Intellectual property","score_opus":0.017144124432136445,"score_gpt":0.29966411223103967,"score_spread":0.28251998779890325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W249360234","genre_codex":"other","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001082602,0.0035709771,0.0023604652,0.013444602,0.007692158,0.000037797454,0.0006864634,0.00065711956,0.97046787],"genre_scores_gemma":[0.025335295,0.0057171406,0.0024055156,0.015698226,0.003943405,0.00007588675,0.0014473618,0.0008311785,0.9445459],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99564004,0.00059939775,0.00019261356,0.0006836123,0.0022597986,0.00062448706],"domain_scores_gemma":[0.9957236,0.0007188358,0.00019074464,0.00075337867,0.0018005092,0.0008128172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018841602,0.0007333024,0.00046768476,0.0021318193,0.0047762785,0.0186047,0.001343119,0.0044901,0.21157396],"category_scores_gemma":[0.009457324,0.0004745943,0.0005035057,0.0020888965,0.0031815441,0.0107047,0.006237247,0.0055437465,0.14911336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072277995,0.000028062572,0.0006638155,0.00017351161,0.0000083362565,0.00021031479,0.0018914745,0.000052563653,0.0005598813,0.22783217,0.65067244,0.11783525],"study_design_scores_gemma":[0.0000016764985,0.000005692905,0.00018928446,0.000065793225,0.000001418044,0.00007111915,0.0002460095,0.000011985596,0.00006950641,0.0027645272,0.99656916,0.0000039007946],"about_ca_topic_score_codex":0.00779061,"about_ca_topic_score_gemma":0.0070975474,"teacher_disagreement_score":0.21157396,"about_ca_system_score_codex":0.003336265,"about_ca_system_score_gemma":0.003238499,"threshold_uncertainty_score":0.70778537},"labels":[],"label_agreement":null},{"id":"W2497525557","doi":"10.4018/978-1-59904-953-3.ch122","title":"Modular Implementation of an Ontology-Driven Multimedia Content Delivery Application for Mobile Networks","year":2008,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Multimedia; Modular design; Middleware (distributed applications); World Wide Web; Ontology; Service (business); Event (particle physics); IP Multimedia Subsystem; Computer network; Quality of service; Operating system","score_opus":0.045680572621964115,"score_gpt":0.3335884609730064,"score_spread":0.28790788835104225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2497525557","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012658682,0.0001860987,0.93875396,0.00023149625,0.0001027565,0.00039009447,0.0002420195,0.014577747,0.032857034],"genre_scores_gemma":[0.078131445,0.00057860184,0.8610848,0.00020834366,0.000039589668,0.00042774196,0.0013003435,0.0017844717,0.056444585],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99974746,0.000035048604,0.000015008263,0.00003971709,0.0001384989,0.00002429307],"domain_scores_gemma":[0.99985147,0.000042958553,0.000007914616,0.000032418342,0.00004273349,0.000022481716],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055321376,0.00046630236,0.00030472194,0.00038669826,0.00037022034,0.001214661,0.0014918327,0.0006283784,0.0051570223],"category_scores_gemma":[0.00066266774,0.00040542518,0.0004758738,0.00039474134,0.00025758022,0.00097641593,0.000851861,0.0010064965,0.003082584],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018923116,0.00048462488,0.0012443563,0.0007483862,0.000064559856,0.0015438464,0.0024266187,0.01486733,0.20939569,0.09691674,0.036440562,0.6356781],"study_design_scores_gemma":[0.00006711494,0.00010760949,0.0015919957,0.00018317581,0.000074549294,0.0015460405,0.00022040712,0.17042834,0.09775856,0.015360235,0.71257937,0.00008266363],"about_ca_topic_score_codex":0.0014838581,"about_ca_topic_score_gemma":0.0017337945,"teacher_disagreement_score":0.0051570223,"about_ca_system_score_codex":0.00062521617,"about_ca_system_score_gemma":0.0007939715,"threshold_uncertainty_score":0.017251968},"labels":[],"label_agreement":null},{"id":"W2498043957","doi":"10.4018/978-1-59140-950-2.ch019","title":"Adopting Tools for Online Synchronous Communication","year":2007,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Memorial University of Newfoundland","funders":"","keywords":"Immediacy; Computer science; Videoconferencing; Compatibility (geochemistry); Multimedia; Human–computer interaction; Engineering","score_opus":0.0955932928431951,"score_gpt":0.36877192150109245,"score_spread":0.2731786286578973,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2498043957","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026172424,0.019179372,0.2040165,0.004639014,0.0016549546,0.0002441505,0.000082653474,0.001237147,0.7427738],"genre_scores_gemma":[0.19616027,0.035630707,0.22944193,0.0023369777,0.00077355764,0.00051046116,0.00023741252,0.0007540753,0.5341546],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99935347,0.00023434834,0.000038803955,0.00006820588,0.00023399192,0.00007118528],"domain_scores_gemma":[0.9990024,0.0007022664,0.00006242933,0.00006850285,0.00010151136,0.00006297402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011411079,0.00048420613,0.00026288946,0.0011958276,0.00097209326,0.0042160726,0.0010521505,0.0014594224,0.013331934],"category_scores_gemma":[0.0017209838,0.00023095288,0.00036452038,0.001274801,0.0012374363,0.0063608363,0.0017848689,0.0014960143,0.0047034947],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018386596,0.00017839271,0.00045714158,0.0005976203,0.000006688996,0.00047896308,0.015776623,0.00047697636,0.0039142077,0.32601732,0.03347923,0.61859846],"study_design_scores_gemma":[0.000005559594,0.000068784175,0.00038709407,0.00048470704,0.000008270099,0.0007392408,0.0022867483,0.000758257,0.0018234513,0.01422351,0.97919923,0.000015161958],"about_ca_topic_score_codex":0.00055840943,"about_ca_topic_score_gemma":0.0015969116,"teacher_disagreement_score":0.013331934,"about_ca_system_score_codex":0.00081387366,"about_ca_system_score_gemma":0.00080800196,"threshold_uncertainty_score":0.044599712},"labels":[],"label_agreement":null},{"id":"W2504753853","doi":"10.4018/978-1-59140-124-7.ch006","title":"From Text to e-Text - Resisting Print","year":2004,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; World Wide Web; Design elements and principles; Software engineering","score_opus":0.03877078742872354,"score_gpt":0.3183681649796364,"score_spread":0.27959737755091285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504753853","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013298676,0.0066413055,0.064398505,0.0069896216,0.0013826569,0.00013034965,0.00010005412,0.00084821595,0.90621066],"genre_scores_gemma":[0.15915616,0.007210933,0.027058192,0.0023658117,0.00048351818,0.00018370718,0.00012965871,0.00063187507,0.80278015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995777,0.00013975018,0.000017253462,0.00007116262,0.0001597762,0.000034304914],"domain_scores_gemma":[0.999313,0.00041768845,0.000029502355,0.000094710536,0.00009773076,0.000047331538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005360222,0.00041004657,0.00019544776,0.00076252496,0.0009938802,0.0039601913,0.00068701163,0.001348318,0.032616403],"category_scores_gemma":[0.001801996,0.00022460689,0.00028827728,0.00046921283,0.0030763862,0.005214948,0.0017502076,0.0019257206,0.006802375],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052530286,0.000077878474,0.00018148797,0.0005588608,0.0000065451127,0.0003289188,0.008992569,0.00047284874,0.0041153734,0.723781,0.053922344,0.20750964],"study_design_scores_gemma":[0.000017711152,0.000080756996,0.00029962973,0.00039192167,0.0000076923725,0.00052779436,0.001754642,0.0005886629,0.006044741,0.10088062,0.88939184,0.000013848105],"about_ca_topic_score_codex":0.00033343706,"about_ca_topic_score_gemma":0.0005211495,"teacher_disagreement_score":0.032616403,"about_ca_system_score_codex":0.00074273965,"about_ca_system_score_gemma":0.0003739742,"threshold_uncertainty_score":0.10911274},"labels":[],"label_agreement":null},{"id":"W2504818824","doi":"10.4018/978-1-60566-330-2.ch008","title":"On the Use of Web Services in Content Adaptation","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ontario Tech University","funders":"","keywords":"Computer science; Content adaptation; World Wide Web; Adaptation (eye); Interoperability; Multimedia; The Internet; Web service; Multi-frequency network; Context (archaeology); Heterogeneous network; Ubiquitous computing; Telecommunications; Human–computer interaction","score_opus":0.12768899921845067,"score_gpt":0.3033161150637894,"score_spread":0.17562711584533874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504818824","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004375372,0.0662665,0.27259365,0.0047177267,0.0014768698,0.00017425326,0.00009131711,0.001177288,0.64912695],"genre_scores_gemma":[0.15492779,0.15870237,0.2963781,0.0042333915,0.0016723934,0.00048521487,0.0004275985,0.0013081027,0.38186502],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992822,0.00021487857,0.000030074416,0.00007307752,0.0003496404,0.000050240586],"domain_scores_gemma":[0.9994816,0.000301021,0.000019004474,0.00008106592,0.00008156145,0.00003560004],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007518711,0.0008566346,0.00039849276,0.0017036776,0.00087340426,0.003571442,0.0011381729,0.0014338244,0.0059459317],"category_scores_gemma":[0.0013971904,0.00040068594,0.00053029717,0.003188637,0.0026166455,0.0056612343,0.0017810727,0.0021670803,0.004265724],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023260194,0.00004820958,0.00014335105,0.00041218405,0.000019265733,0.00032881834,0.0012118148,0.0025884588,0.0021770187,0.6367934,0.027189549,0.3290646],"study_design_scores_gemma":[0.000009762902,0.000025258354,0.00025817184,0.00068389816,0.00002055982,0.000806619,0.0002821379,0.009545539,0.0015376599,0.2414489,0.74535614,0.000025257654],"about_ca_topic_score_codex":0.0026416893,"about_ca_topic_score_gemma":0.002451809,"teacher_disagreement_score":0.0059459317,"about_ca_system_score_codex":0.0013221621,"about_ca_system_score_gemma":0.0008619554,"threshold_uncertainty_score":0.019891083},"labels":[],"label_agreement":null},{"id":"W2511093838","doi":"10.1109/services.2016.22","title":"Kaleidoscope: A Cloud-Based Platform for Real-Time Video-Based Interaction","year":2016,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Kaleidoscope; Computer science; Cloud computing; Multimedia; Entertainment; Mobile device; Variety (cybernetics); Wireless; Quality of experience; Quality (philosophy); Human–computer interaction; World Wide Web; Computer network; Telecommunications; Quality of service; Operating system; Artificial intelligence","score_opus":0.045710885069910515,"score_gpt":0.3566656640728221,"score_spread":0.3109547790029116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2511093838","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2851427,0.0029484346,0.5724162,0.0011350308,0.0008386249,0.004104007,0.006525375,0.08770011,0.03918955],"genre_scores_gemma":[0.7874568,0.0013953059,0.18074082,0.0005194672,0.00021254191,0.0012252145,0.006706848,0.0025635913,0.019179415],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993893,0.00006484706,0.00004495767,0.000121494355,0.00024955306,0.00012985495],"domain_scores_gemma":[0.9991973,0.0001570248,0.00006532223,0.00014086517,0.00019276125,0.00024685805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047465964,0.0006945921,0.0006035788,0.00078694534,0.00078569475,0.0011183369,0.0018039854,0.0006182584,0.008878246],"category_scores_gemma":[0.001461709,0.00028417743,0.00040147913,0.0006340263,0.000392901,0.0017565096,0.002339873,0.0010552418,0.002086394],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0067088637,0.0015401226,0.009301758,0.0017120643,0.0003221093,0.0032782394,0.0019042639,0.0134158535,0.4222358,0.021049997,0.13581285,0.38271818],"study_design_scores_gemma":[0.0018379607,0.0024607207,0.03131014,0.00035629678,0.00038469135,0.0037280961,0.001075958,0.38155997,0.2366544,0.011173475,0.32870764,0.0007505729],"about_ca_topic_score_codex":0.00513266,"about_ca_topic_score_gemma":0.0038546585,"teacher_disagreement_score":0.008878246,"about_ca_system_score_codex":0.00067329704,"about_ca_system_score_gemma":0.0010429268,"threshold_uncertainty_score":0.029700756},"labels":[],"label_agreement":null},{"id":"W2525969644","doi":"10.11575/prism/31383","title":"Wasp-Inspired Construction Algorithms","year":2006,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Algorithm","score_opus":0.01310925974031712,"score_gpt":0.22910294233797474,"score_spread":0.2159936825976576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2525969644","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026112571,0.0002301156,0.9643252,0.0002720726,0.00010056717,0.00016156875,0.00008329897,0.00035935236,0.008355181],"genre_scores_gemma":[0.3037696,0.0005397756,0.68784004,0.00015175667,0.000046679375,0.0007377064,0.00034557848,0.00025215,0.0063166837],"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99902606,0.0003044674,0.00006435284,0.00017386072,0.00031710183,0.000114109745],"domain_scores_gemma":[0.9980375,0.0010354987,0.00012373779,0.000355691,0.00035928332,0.00008828032],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017416443,0.00091792113,0.0009737455,0.0011997963,0.0014291015,0.0016319164,0.0020147325,0.0015791459,0.0041891467],"category_scores_gemma":[0.0067933835,0.0006242962,0.0013727563,0.0012265688,0.0016475768,0.0016528001,0.0022839252,0.0019557748,0.00073899596],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006547822,0.000088683984,0.001382797,0.00027514854,0.00010235753,0.00018684664,0.00029316152,0.49502262,0.0044934372,0.37766224,0.002688433,0.11773877],"study_design_scores_gemma":[0.00004151494,0.00005529725,0.00013798503,0.00004099553,0.000032411022,0.0001318507,0.000060934675,0.83101237,0.0028137818,0.15658136,0.009071105,0.000020357042],"about_ca_topic_score_codex":0.0011586237,"about_ca_topic_score_gemma":0.0010502537,"teacher_disagreement_score":0.0041891467,"about_ca_system_score_codex":0.0013572805,"about_ca_system_score_gemma":0.0013719577,"threshold_uncertainty_score":0.014014065},"labels":[],"label_agreement":null},{"id":"W2533941392","doi":"10.1109/wdm.2001.990172","title":"The recording studio that spanned a continent","year":2005,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University","funders":"McGill University; Canarie; ALS Association","keywords":"Studio; Uncompressed video; Jazz; Computer science; Software; The Internet; Multimedia; Process (computing); Telecommunications; World Wide Web; Visual arts; Operating system; Art","score_opus":0.05696193565280528,"score_gpt":0.35492594875829137,"score_spread":0.2979640131054861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533941392","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13299765,0.0042727613,0.01443417,0.0043967697,0.0049633197,0.00051021343,0.0039020625,0.002934319,0.83158875],"genre_scores_gemma":[0.52482,0.0021416226,0.016503882,0.0025134014,0.0010164648,0.00022537346,0.0037423084,0.0012467224,0.44779024],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993333,0.0001164088,0.00003498594,0.00022025613,0.00013751187,0.00015752153],"domain_scores_gemma":[0.99930096,0.000068336885,0.000021184258,0.00008459033,0.0001625356,0.00036243343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069733197,0.000489427,0.0004422904,0.0010126536,0.0045608785,0.0031490824,0.00054378447,0.00077931036,0.06404885],"category_scores_gemma":[0.0013680701,0.00030918643,0.00036486285,0.0016609986,0.001039928,0.0013930822,0.003076471,0.0015630189,0.013993946],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023842128,0.00064674165,0.016596984,0.0012095371,0.00012141501,0.005568359,0.021617575,0.0012009373,0.05517695,0.057905298,0.3611348,0.4764372],"study_design_scores_gemma":[0.00007135674,0.00040874138,0.017093318,0.00014758439,0.000030041574,0.0019080562,0.005423934,0.00033163067,0.0028307668,0.0020427932,0.9696451,0.000066627086],"about_ca_topic_score_codex":0.0064024893,"about_ca_topic_score_gemma":0.025483798,"teacher_disagreement_score":0.06404885,"about_ca_system_score_codex":0.0007617438,"about_ca_system_score_gemma":0.0016258507,"threshold_uncertainty_score":0.21426475},"labels":[],"label_agreement":null},{"id":"W2543547411","doi":"10.1109/itst.2009.5399342","title":"Rapid prototyping Vehicle-to-Infrastructure applications using the Android&lt;sup&gt;TM&lt;/sup&gt; development platform","year":2009,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"AUTO21 Network of Centres of Excellence; University of British Columbia","keywords":"Telematics; Computer science; Embedded system; Android (operating system); Automotive industry; Software; Engineering; Systems engineering; Operating system","score_opus":0.0363668052845311,"score_gpt":0.3144939438652687,"score_spread":0.27812713858073757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2543547411","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.117505714,0.00020810796,0.8199505,0.0003006112,0.00019379011,0.0016267736,0.0004138465,0.029091688,0.03070888],"genre_scores_gemma":[0.30484223,0.0004917422,0.6606564,0.0001617305,0.00005685293,0.0013361701,0.0008078154,0.0041157193,0.027531376],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99949837,0.00012445006,0.00003304991,0.00006768453,0.00020308701,0.000073421135],"domain_scores_gemma":[0.99823606,0.0010218883,0.000067889705,0.00020568952,0.00032526083,0.00014313913],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010274075,0.00068232603,0.00024922373,0.00046676132,0.0003136293,0.0006747414,0.001056407,0.00038646866,0.00951425],"category_scores_gemma":[0.0036650423,0.00038966813,0.00037342682,0.00016036742,0.00023246929,0.0007835146,0.0009335806,0.00060841534,0.0028789816],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009461438,0.0005571699,0.004155706,0.00067342765,0.00006523758,0.00362556,0.0029748974,0.014700157,0.3445872,0.0133275185,0.03159418,0.5827929],"study_design_scores_gemma":[0.00073461834,0.0028696756,0.016008629,0.0003680894,0.00015250008,0.0051473933,0.0010513612,0.1927248,0.42041826,0.00688601,0.3532991,0.0003395435],"about_ca_topic_score_codex":0.0006089395,"about_ca_topic_score_gemma":0.0008689471,"teacher_disagreement_score":0.00951425,"about_ca_system_score_codex":0.00016087866,"about_ca_system_score_gemma":0.00033503503,"threshold_uncertainty_score":0.031828284},"labels":[],"label_agreement":null},{"id":"W2546761577","doi":"10.1145/2957276.2957286","title":"SocialStreamViewer","year":2016,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"STREAMS; Computer science; Event (particle physics); Multimedia; Data stream mining; World Wide Web; Human–computer interaction; Computer network; Data mining","score_opus":0.0399440118227617,"score_gpt":0.3737072721897611,"score_spread":0.3337632603669994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2546761577","genre_codex":"software","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":"software","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04864658,0.0031616923,0.20680189,0.0017533543,0.0015682486,0.0028605682,0.038829647,0.5155151,0.18086293],"genre_scores_gemma":[0.33036065,0.0033960727,0.19348852,0.0026809773,0.001418943,0.0048054694,0.088927,0.0709444,0.30397797],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999143,0.00015072613,0.00005602946,0.00014872568,0.00038765476,0.000113817034],"domain_scores_gemma":[0.997869,0.0008100115,0.000106973945,0.00036100543,0.0004885824,0.0003644918],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014659069,0.0013722361,0.0006335612,0.0012486218,0.0006471574,0.0019330676,0.0018749046,0.0011308677,0.121207386],"category_scores_gemma":[0.00601443,0.000577726,0.00075676345,0.0006260996,0.0005449319,0.0038578568,0.0035926823,0.0013462873,0.01927061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026308226,0.00048008628,0.0035203423,0.0017646143,0.00012682039,0.00085125654,0.0029742403,0.0015676687,0.02849095,0.016221484,0.61455035,0.32682133],"study_design_scores_gemma":[0.0006595418,0.0005387743,0.0049181995,0.00029178924,0.00010341133,0.00086330547,0.000509172,0.023269875,0.01875521,0.012874431,0.93700796,0.00020843057],"about_ca_topic_score_codex":0.0026533876,"about_ca_topic_score_gemma":0.0040301746,"teacher_disagreement_score":0.121207386,"about_ca_system_score_codex":0.00056117325,"about_ca_system_score_gemma":0.001017755,"threshold_uncertainty_score":0.40547907},"labels":[],"label_agreement":null},{"id":"W2554979309","doi":"10.1109/mc.2016.375","title":"Interdevice Media: Choreographing Content to Maximize Viewer Engagement","year":2016,"lang":"en","type":"article","venue":"Computer","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Computer science; Content (measure theory); Multimedia; Content delivery; Media content; Computer graphics (images); World Wide Web; Computer network","score_opus":0.13816961631084473,"score_gpt":0.3417400279064831,"score_spread":0.20357041159563838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2554979309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69388944,0.0007805637,0.16796926,0.0022185268,0.0002419632,0.0018440525,0.0005459994,0.0033088299,0.12920141],"genre_scores_gemma":[0.85158,0.00052203017,0.13279915,0.0002641635,0.00007409797,0.00088169036,0.0003168463,0.0005000616,0.013061899],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992336,0.0004779485,0.000039734252,0.000083547064,0.00009677867,0.00006837954],"domain_scores_gemma":[0.9971927,0.0015467056,0.0001899372,0.00033583492,0.00032782918,0.0004069975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017985967,0.0004876937,0.00019296941,0.001313533,0.0009994078,0.0023331828,0.0006464007,0.0006375621,0.00633491],"category_scores_gemma":[0.0059764283,0.0001881959,0.00014695988,0.00065694423,0.0008905224,0.0029877906,0.0019172098,0.00049922493,0.0014377539],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006557307,0.00076364435,0.04354971,0.0024552145,0.000037067963,0.0010520166,0.18321764,0.0011938994,0.16131996,0.023032462,0.015835596,0.5668871],"study_design_scores_gemma":[0.00026509582,0.0025130885,0.13921975,0.0014244326,0.00018506388,0.0027014539,0.23064007,0.009621491,0.12176743,0.021221552,0.4701236,0.00031702017],"about_ca_topic_score_codex":0.0006771658,"about_ca_topic_score_gemma":0.002666423,"teacher_disagreement_score":0.00633491,"about_ca_system_score_codex":0.00043203266,"about_ca_system_score_gemma":0.00070208276,"threshold_uncertainty_score":0.021192372},"labels":[],"label_agreement":null},{"id":"W2562954379","doi":"10.1109/tmm.2016.2646182","title":"Live Broadcast With Community Interactions: Bottlenecks and Optimizations","year":2016,"lang":"en","type":"article","venue":"IEEE Transactions on Multimedia","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Fundamental Research Funds for the Central Universities","keywords":"Computer science; Cloud computing; Multimedia; Amateur; Latency (audio); Synchronization (alternating current); Bandwidth (computing); Context (archaeology); Live streaming; Computer network; Telecommunications; Operating system","score_opus":0.03591970123785901,"score_gpt":0.31164573865776973,"score_spread":0.27572603741991075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2562954379","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22474898,0.0019916922,0.7466743,0.0022550693,0.00026143037,0.0006415655,0.00054859044,0.0038620934,0.019016307],"genre_scores_gemma":[0.8741624,0.0003836558,0.119610816,0.00020532677,0.00012183518,0.00029103996,0.00036352323,0.00041437137,0.0044470765],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979107,0.0005183175,0.00007614826,0.0003293505,0.00043719052,0.0007283515],"domain_scores_gemma":[0.9923785,0.004705238,0.0004615012,0.00071259536,0.0010466287,0.0006955652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028915273,0.0017690178,0.0018098354,0.00094634463,0.00193767,0.0022252845,0.0030028836,0.0012259096,0.006208428],"category_scores_gemma":[0.01175104,0.00060120784,0.00060811185,0.0011510936,0.001064016,0.003906838,0.0026940603,0.0022553424,0.000801532],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012843845,0.0012861606,0.003910413,0.00046901437,0.00009954288,0.00033633132,0.00040798335,0.8167804,0.012929247,0.02552846,0.014934151,0.12203398],"study_design_scores_gemma":[0.000052551863,0.000084291925,0.00026258573,0.000008106719,0.000016774078,0.00004841263,0.00011764286,0.9914464,0.0012292946,0.0060186777,0.00070699066,0.000008240265],"about_ca_topic_score_codex":0.010809491,"about_ca_topic_score_gemma":0.010876821,"teacher_disagreement_score":0.010809491,"about_ca_system_score_codex":0.002248293,"about_ca_system_score_gemma":0.0035065163,"threshold_uncertainty_score":0.021493137},"labels":[],"label_agreement":null},{"id":"W2574770385","doi":"10.5594/m001698","title":"Flexible SDI - The Universal Transport for Streamed Media","year":2016,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Semtech (Canada)","funders":"","keywords":"Computer science; High-definition television; Flexibility (engineering); Layer (electronics); Digital television; Multimedia; Operating system; Telecommunications","score_opus":0.048331480779853976,"score_gpt":0.32715874776277987,"score_spread":0.27882726698292587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574770385","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060341183,0.00419105,0.764698,0.0019782095,0.0017411831,0.0006397246,0.002204631,0.012057247,0.15214884],"genre_scores_gemma":[0.7067385,0.0042014346,0.22308296,0.00094944675,0.0005212084,0.00060237513,0.004117196,0.0012598636,0.05852712],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910116,0.000120846955,0.00007395798,0.00015858273,0.0003654908,0.00017994523],"domain_scores_gemma":[0.99885297,0.00014131345,0.000075680764,0.0003902217,0.00040845582,0.00013137676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015550323,0.0005244141,0.00036136727,0.0014254914,0.001156159,0.002831039,0.0010498266,0.0006720386,0.004396012],"category_scores_gemma":[0.002468975,0.00034217892,0.0004370654,0.0014897905,0.001285568,0.0029523193,0.0035165912,0.0014703555,0.002070485],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003594725,0.00013156077,0.004819837,0.00035243062,0.00004609584,0.000489036,0.0016883983,0.005831508,0.039617423,0.38126224,0.044608917,0.52079296],"study_design_scores_gemma":[0.00009659124,0.00028336296,0.002537363,0.00039659365,0.00005860287,0.0011878201,0.0008052971,0.050667588,0.0880809,0.088175125,0.7675404,0.00017045945],"about_ca_topic_score_codex":0.002889761,"about_ca_topic_score_gemma":0.0013742076,"teacher_disagreement_score":0.004396012,"about_ca_system_score_codex":0.0013924935,"about_ca_system_score_gemma":0.0015453332,"threshold_uncertainty_score":0.014706135},"labels":[],"label_agreement":null},{"id":"W2577264801","doi":"","title":"Learning to Use Interactive Technologies for Language Teaching: Video Diaries for Teacher Support in the iTILT Project","year":2013,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Linguistic Association","funders":"","keywords":"Computer science; Multimedia; Interactive video; Mathematics education; Psychology","score_opus":0.034240773878778066,"score_gpt":0.330539552836949,"score_spread":0.29629877895817097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2577264801","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96985054,0.0002052116,0.008118023,0.00085649174,0.0000850471,0.0004999676,0.0024937217,0.00053114456,0.017359713],"genre_scores_gemma":[0.9698215,0.0001658657,0.015240745,0.00007024796,0.000018616982,0.0005007736,0.0021429118,0.00019688699,0.011842498],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9979231,0.0012840723,0.000083999,0.00023376041,0.0002766433,0.00019849889],"domain_scores_gemma":[0.9909943,0.005083843,0.00047431138,0.00070740294,0.0010737086,0.001666417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040099276,0.00047760614,0.00031881614,0.0010367844,0.0010115519,0.0016361066,0.00093847717,0.00075806805,0.007300659],"category_scores_gemma":[0.014176456,0.00023598142,0.00012988831,0.0010372244,0.00054157135,0.0015473637,0.0019394277,0.001014583,0.0019829038],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.005213227,0.008517923,0.029072847,0.0009121871,0.00004306457,0.00080566277,0.07233581,0.0038153792,0.018552834,0.0037678229,0.041326314,0.81563693],"study_design_scores_gemma":[0.0035715662,0.0058194613,0.36503533,0.0012167953,0.00025561737,0.0011471309,0.14852685,0.035551812,0.10636065,0.013196836,0.31869382,0.0006240998],"about_ca_topic_score_codex":0.008861491,"about_ca_topic_score_gemma":0.015208541,"teacher_disagreement_score":0.008861491,"about_ca_system_score_codex":0.001830845,"about_ca_system_score_gemma":0.0018824734,"threshold_uncertainty_score":0.024423063},"labels":[],"label_agreement":null},{"id":"W2586700643","doi":"10.29173/cais50","title":"A Methodological Approach to Conceptual Menu Design for an Electronic Newspaper","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Newspaper; Presentation (obstetrics); Computer science; Key (lock); Selection (genetic algorithm); Style (visual arts); World Wide Web; Data science; Sociology; Artificial intelligence; Computer security; History; Media studies","score_opus":0.18023171829405193,"score_gpt":0.35824586212018245,"score_spread":0.1780141438261305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586700643","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011430182,0.00028770804,0.9663934,0.0021832762,0.00011876891,0.0035233065,0.00029349257,0.00016275544,0.015607057],"genre_scores_gemma":[0.05798695,0.0001636561,0.9337402,0.0003193756,0.000022599246,0.005601903,0.00016140784,0.00005987213,0.001944088],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9648728,0.029326824,0.0014295431,0.0019483435,0.0019418094,0.00048077462],"domain_scores_gemma":[0.9653087,0.025877036,0.0014601134,0.002904137,0.00384685,0.00060310157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.046491332,0.0012636977,0.00074594084,0.007403778,0.0050592567,0.011559822,0.0037895653,0.0026190383,0.008096154],"category_scores_gemma":[0.043912224,0.0014020309,0.0017778964,0.0051887087,0.013891394,0.007927276,0.0055194097,0.004060905,0.0015204592],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007491562,0.00022660168,0.0019235638,0.0009872376,0.000032481752,0.00024163692,0.04089665,0.0018256601,0.0020581726,0.8949756,0.002933739,0.053823646],"study_design_scores_gemma":[0.0002491617,0.00041510537,0.0026640294,0.0020528345,0.00010145825,0.000647265,0.06217173,0.019786213,0.00488586,0.71930283,0.18754026,0.00018329103],"about_ca_topic_score_codex":0.003792877,"about_ca_topic_score_gemma":0.007581094,"teacher_disagreement_score":0.046491332,"about_ca_system_score_codex":0.008291531,"about_ca_system_score_gemma":0.00961925,"threshold_uncertainty_score":0.24587262},"labels":[],"label_agreement":null},{"id":"W2589465722","doi":"10.29173/cais732","title":"Multimedia: Myths and Realities","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"McGill University","funders":"","keywords":"Context (archaeology); Multimedia; Animation; Recall; Variety (cybernetics); Computer science; Product (mathematics); World Wide Web; Psychology; Cognitive psychology; Artificial intelligence; History","score_opus":0.02742437280147405,"score_gpt":0.27846574241012,"score_spread":0.251041369608646,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2589465722","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010658098,0.10719754,0.0030970767,0.62495774,0.0047444985,0.000027736134,0.000104634164,0.000089759895,0.24912292],"genre_scores_gemma":[0.63867813,0.15316692,0.004880382,0.09664414,0.015224973,0.00028926987,0.00015701928,0.0002801337,0.09067901],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99631655,0.0022673225,0.00010480453,0.00033280297,0.0007394324,0.0002391076],"domain_scores_gemma":[0.98950607,0.0073735025,0.0004421309,0.0006980283,0.0011393907,0.0008409043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059955707,0.0005157416,0.000381714,0.002866218,0.0064628925,0.015241499,0.0013831359,0.0038792163,0.00858213],"category_scores_gemma":[0.011865453,0.00036628457,0.00022846225,0.0024051494,0.04713376,0.016777463,0.003910105,0.008207985,0.0012545956],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000047152676,0.000030164501,0.00062331196,0.0003040777,0.000010713358,0.00022009836,0.045104403,0.00014769744,0.000153892,0.7993192,0.11331114,0.040728092],"study_design_scores_gemma":[0.000013176192,0.000023830757,0.00066475285,0.0011098678,0.0000048972274,0.00030672824,0.02676445,0.0001895141,0.0000987977,0.18350159,0.7873003,0.000022082513],"about_ca_topic_score_codex":0.009662822,"about_ca_topic_score_gemma":0.013251379,"teacher_disagreement_score":0.015241499,"about_ca_system_score_codex":0.008641171,"about_ca_system_score_gemma":0.0043983646,"threshold_uncertainty_score":0.06269634},"labels":[],"label_agreement":null},{"id":"W2590262648","doi":"10.24251/hicss.2017.246","title":"Playing along and Playing for on Twitch: Livestreaming from Tandem Play to Performance","year":2017,"lang":"en","type":"article","venue":"Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Tandem; Context (archaeology); Computer science; Point (geometry); Ceiling (cloud); Core (optical fiber); Human–computer interaction; Telecommunications; Engineering; Mathematics; History","score_opus":0.08506979523729666,"score_gpt":0.34867343942035417,"score_spread":0.2636036441830575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590262648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9841024,0.0001575802,0.0033204507,0.0004116043,0.000027732158,0.00004763693,0.00005535174,0.000038047263,0.011839172],"genre_scores_gemma":[0.9939395,0.00015329751,0.0013686896,0.000094137846,0.00001068183,0.000044813303,0.00007604695,0.00004706522,0.004265802],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980837,0.0009832504,0.00006703372,0.0002548399,0.00026069398,0.00035058486],"domain_scores_gemma":[0.9983662,0.00064846536,0.000218116,0.00009536273,0.00017325481,0.00049862015],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012890747,0.00042810742,0.0003463312,0.001365433,0.003728026,0.0043301303,0.0009845725,0.0007301227,0.0027893917],"category_scores_gemma":[0.0046812133,0.00028230634,0.0002399997,0.00071472855,0.0052242847,0.0030321938,0.0057360493,0.0015710128,0.00041778665],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006537946,0.000051588482,0.009199778,0.00007737077,0.000010416644,0.00058091036,0.96892583,0.00005872461,0.0020604224,0.0024606923,0.0007662765,0.015742645],"study_design_scores_gemma":[0.0000029905468,0.00008643607,0.018604828,0.000088429406,0.000008214696,0.000689833,0.9612995,0.0002152585,0.0008545616,0.0012118879,0.016909199,0.000028856008],"about_ca_topic_score_codex":0.004780832,"about_ca_topic_score_gemma":0.011633269,"teacher_disagreement_score":0.004780832,"about_ca_system_score_codex":0.0012655847,"about_ca_system_score_gemma":0.0008110811,"threshold_uncertainty_score":0.009505987},"labels":[],"label_agreement":null},{"id":"W2594984290","doi":"","title":"Proceedings of the 22nd international workshop on Network and Operating System Support for Digital Audio and Video","year":2012,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa; University of Toronto","funders":"","keywords":"Computer science; Multimedia; Field (mathematics); World Wide Web; Cloud computing; Middleware (distributed applications); Graphics; Digital audio; Telecommunications; Operating system","score_opus":0.029414131331853867,"score_gpt":0.3100164761783177,"score_spread":0.2806023448464638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594984290","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014104189,0.10288458,0.3705027,0.03144064,0.12420301,0.0011441049,0.003179618,0.009260917,0.34328026],"genre_scores_gemma":[0.04570402,0.04784718,0.08611233,0.0036787991,0.022873117,0.00053913076,0.008519122,0.0036852302,0.7810411],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99760497,0.00039277386,0.00023252833,0.00033639508,0.0011238487,0.00030947695],"domain_scores_gemma":[0.9968046,0.0005766284,0.00009590993,0.00043996636,0.0014583064,0.0006246132],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036221347,0.0013523832,0.0010057832,0.0012799924,0.001127624,0.0049939486,0.0018590497,0.001753994,0.06834174],"category_scores_gemma":[0.00422675,0.00064214674,0.00085277343,0.0010380326,0.0009827852,0.0044332473,0.002237325,0.0039420915,0.034432523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002803493,0.00017653861,0.00045553947,0.00039888176,0.000044516837,0.00031665625,0.0004626849,0.0008260007,0.0074545415,0.012999885,0.66124195,0.3153424],"study_design_scores_gemma":[0.000016128748,0.000059060687,0.00042223287,0.00014391185,0.000015968339,0.00024132946,0.00012188855,0.0015134857,0.0015341692,0.002780496,0.99313074,0.000020502188],"about_ca_topic_score_codex":0.0050085685,"about_ca_topic_score_gemma":0.007239419,"teacher_disagreement_score":0.06834174,"about_ca_system_score_codex":0.0010250576,"about_ca_system_score_gemma":0.0026056392,"threshold_uncertainty_score":0.2286259},"labels":[],"label_agreement":null},{"id":"W260327056","doi":"","title":"Usenet Can Still Be Useful","year":2005,"lang":"en","type":"article","venue":"Teacher librarian","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"World Wide Web; Computer science; Sociology","score_opus":0.06551794756025425,"score_gpt":0.3201497833152289,"score_spread":0.25463183575497467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W260327056","genre_codex":"software","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011186756,0.0016561681,0.11863775,0.009721799,0.002814353,0.0004561013,0.025153495,0.42772925,0.40264434],"genre_scores_gemma":[0.09609859,0.0020548222,0.06784769,0.0060513527,0.0016894666,0.00081879273,0.060375813,0.1317513,0.6333121],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99730456,0.00085722614,0.00025072347,0.00034561404,0.00092472456,0.00031712043],"domain_scores_gemma":[0.9858614,0.0051637283,0.00032332854,0.0053136786,0.0022400662,0.001097769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0046552094,0.0016245161,0.0013204186,0.003266249,0.0015465027,0.0053808633,0.002537332,0.0025487791,0.22059882],"category_scores_gemma":[0.017660273,0.0012996689,0.0010231858,0.0029510467,0.0007677681,0.016832212,0.0043962607,0.0022576626,0.17425677],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009413119,0.00018162845,0.002651446,0.000791168,0.00006785335,0.0004311784,0.0013367643,0.0005729707,0.0052287946,0.0160054,0.6886658,0.2831258],"study_design_scores_gemma":[0.000069741625,0.000045032742,0.0007309505,0.00020945775,0.000049323462,0.00016255531,0.0002215482,0.0024815912,0.003507055,0.00812708,0.98434144,0.000054230466],"about_ca_topic_score_codex":0.0056468328,"about_ca_topic_score_gemma":0.0070914007,"teacher_disagreement_score":0.22059882,"about_ca_system_score_codex":0.0010899438,"about_ca_system_score_gemma":0.0012143824,"threshold_uncertainty_score":0.73797655},"labels":[],"label_agreement":null},{"id":"W2604908307","doi":"10.3233/978-1-61499-742-9-401","title":"Design and Development of a Web-Based Self-Monitoring System to Support Wellness Coaching","year":2017,"lang":"en","type":"article","venue":"Studies in health technology and informatics","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Coaching; Computer science; Oracle; Web application; World Wide Web; Interface (matter); Database; Operating system; Software engineering","score_opus":0.10954466639865672,"score_gpt":0.41938743673354595,"score_spread":0.3098427703348892,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604908307","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18384427,0.00031511715,0.7710395,0.00034756333,0.00014684189,0.0031094362,0.00042458883,0.032021564,0.0087511595],"genre_scores_gemma":[0.435356,0.00026998442,0.54670113,0.00033811986,0.000048770235,0.0015772387,0.0012278247,0.0012775311,0.013203413],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99943906,0.00010062579,0.000060859362,0.00014842708,0.00018239736,0.000068594454],"domain_scores_gemma":[0.9989681,0.00019413668,0.00006733953,0.00012518626,0.00046088666,0.00018444637],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091425254,0.00046841492,0.00060159597,0.0006128349,0.000444994,0.0011318846,0.0014652057,0.0008107947,0.0043533016],"category_scores_gemma":[0.0013315831,0.00046783194,0.00033064882,0.00035162378,0.0002451116,0.0012141041,0.0006744138,0.0007702697,0.0017787073],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014194626,0.0030716835,0.026047133,0.0013580177,0.00024554197,0.0028630143,0.0027099578,0.017908506,0.3593461,0.0063380823,0.014211862,0.56448066],"study_design_scores_gemma":[0.00077545544,0.0041741705,0.05541619,0.00035845055,0.00066288,0.0035047778,0.0010432306,0.47088176,0.33327612,0.003569625,0.12602992,0.00030745572],"about_ca_topic_score_codex":0.0014443074,"about_ca_topic_score_gemma":0.00090026273,"teacher_disagreement_score":0.0043533016,"about_ca_system_score_codex":0.00032177658,"about_ca_system_score_gemma":0.0010944653,"threshold_uncertainty_score":0.014563262},"labels":[],"label_agreement":null},{"id":"W2613742126","doi":"10.71781/10393","title":"The co-design methodologies on click router application system","year":2004,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Router; Computer science; Embedded system; Computer network","score_opus":0.22027649660131304,"score_gpt":0.4917488864501578,"score_spread":0.27147238984884475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613742126","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027156252,0.0013392372,0.9474529,0.00047130714,0.000117366704,0.00029134433,0.00008031531,0.0022789622,0.02081237],"genre_scores_gemma":[0.2545992,0.0014398239,0.68137425,0.0003030391,0.00007733855,0.0004075519,0.00035283534,0.0007573489,0.06068862],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998879,0.00034219906,0.000071500705,0.00014889752,0.00044834532,0.000110141475],"domain_scores_gemma":[0.99907565,0.00029022215,0.00003649129,0.00017561564,0.00036588637,0.000056165794],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001375139,0.00059904146,0.00033683507,0.00077671476,0.0007872037,0.0015538889,0.0011000475,0.0008215819,0.007790968],"category_scores_gemma":[0.0020179055,0.00037770325,0.0005411846,0.00050248083,0.0004410868,0.0009488731,0.00068184047,0.0007019349,0.0012315419],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025404297,0.00025858654,0.0026414907,0.0005526871,0.00009270541,0.0005199467,0.0012919419,0.03599248,0.059265994,0.075405024,0.016215947,0.8075092],"study_design_scores_gemma":[0.00015503327,0.00063488266,0.0041663377,0.00024648142,0.000310624,0.0011694677,0.00059618853,0.53511333,0.10801011,0.028226757,0.32128188,0.000088990506],"about_ca_topic_score_codex":0.0095494315,"about_ca_topic_score_gemma":0.016366653,"teacher_disagreement_score":0.0095494315,"about_ca_system_score_codex":0.0008935797,"about_ca_system_score_gemma":0.0017625298,"threshold_uncertainty_score":0.026063323},"labels":[],"label_agreement":null},{"id":"W2625832247","doi":"10.1109/aiccsa.2016.7945707","title":"Promoting active participation of the learners in an authoring based learning movie system","year":2016,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Timeline; Multimedia; Computer science; Usability; Leverage (statistics); Gesture; Process (computing); Human–computer interaction; World Wide Web; Artificial intelligence","score_opus":0.059522461490853204,"score_gpt":0.3642063378009237,"score_spread":0.3046838763100705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625832247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8598768,0.00009577826,0.12423819,0.00017857358,0.000040990722,0.0010238322,0.00014347148,0.0041680015,0.010234378],"genre_scores_gemma":[0.83768237,0.000098465316,0.15468796,0.00009792339,0.00003392136,0.0006816608,0.00029407514,0.00019959822,0.0062240483],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988285,0.00061026646,0.000088541594,0.00020310386,0.00017377711,0.00009579638],"domain_scores_gemma":[0.995906,0.0027014916,0.00019641421,0.000383365,0.00031477457,0.00049808307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001773298,0.0008509824,0.00039391546,0.00046954863,0.0006746298,0.0013572476,0.00068482663,0.0008948394,0.0039488864],"category_scores_gemma":[0.0056063,0.00022326283,0.00039434436,0.00019908232,0.00035428366,0.0016568304,0.0014690988,0.00048027045,0.00092546514],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018619351,0.009823609,0.033675604,0.0015916895,0.00011224109,0.0017741972,0.02874798,0.005179861,0.47972777,0.003466085,0.0063845003,0.42765447],"study_design_scores_gemma":[0.0013532928,0.016869811,0.097556874,0.00043152232,0.00083064433,0.0041009574,0.014900496,0.20505093,0.5088154,0.0059219706,0.14359678,0.00057136896],"about_ca_topic_score_codex":0.00030020793,"about_ca_topic_score_gemma":0.00077452033,"teacher_disagreement_score":0.0039488864,"about_ca_system_score_codex":0.00016938831,"about_ca_system_score_gemma":0.00032016548,"threshold_uncertainty_score":0.013210356},"labels":[],"label_agreement":null},{"id":"W268964216","doi":"10.1007/978-3-642-15470-6","title":"Active Media Technology","year":2010,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University; York University","funders":"","keywords":"Computer science; Library science; Multimedia; Operations research; Engineering","score_opus":0.01744939223844359,"score_gpt":0.30619998210923655,"score_spread":0.28875058987079294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W268964216","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0028719718,0.026898727,0.039454535,0.0014833058,0.0029394422,0.00007521807,0.00020182645,0.00090592547,0.92516917],"genre_scores_gemma":[0.030458461,0.01748432,0.007497268,0.00042793882,0.001063247,0.000087229906,0.000258017,0.00020679328,0.94251674],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997211,0.000027282305,0.000009275188,0.000049636823,0.00016564001,0.000026950062],"domain_scores_gemma":[0.9997025,0.0000959468,0.000014098835,0.000063614425,0.000081768434,0.000042031657],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030032388,0.0010041776,0.0003681189,0.0015534726,0.0008691102,0.003988514,0.0011246755,0.0011858881,0.06445235],"category_scores_gemma":[0.00069752004,0.00033050578,0.000323463,0.0012897993,0.0008720351,0.00512196,0.0018070404,0.0012892976,0.028022945],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059076647,0.00009220073,0.00016452537,0.00050171115,0.000012026475,0.00016236346,0.0006632206,0.000266755,0.012494556,0.23479256,0.13336398,0.61742705],"study_design_scores_gemma":[0.0000067345372,0.000038508002,0.0002674209,0.00017481568,0.000012119855,0.00039702503,0.0001967559,0.00057584466,0.0058245724,0.034856644,0.95763797,0.00001143685],"about_ca_topic_score_codex":0.00032758524,"about_ca_topic_score_gemma":0.0004847414,"teacher_disagreement_score":0.06445235,"about_ca_system_score_codex":0.0005090832,"about_ca_system_score_gemma":0.0005183052,"threshold_uncertainty_score":0.21561462},"labels":[],"label_agreement":null},{"id":"W2725523663","doi":"10.1093/geroni/igx004.920","title":"USING VIDEO REFLEXIVE GROUPS TO DEVELOP DEMENTIA PRACTICE","year":2017,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Reflexivity; Dementia; Focus group; Perspective (graphical); Unit (ring theory); Nursing; Psychology; Health care; Medicine; Medical education; Sociology; Computer science","score_opus":0.16501106817707853,"score_gpt":0.47773193583036033,"score_spread":0.3127208676532818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2725523663","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8206206,0.00075987214,0.09923081,0.0048196856,0.00048548868,0.003629911,0.00008593674,0.00061473734,0.06975284],"genre_scores_gemma":[0.87782794,0.00083582295,0.106339104,0.0007740567,0.000114529415,0.002197161,0.00007642507,0.000107884895,0.0117271915],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9825994,0.014168252,0.00042159623,0.00074767566,0.0012515971,0.00081160007],"domain_scores_gemma":[0.9777385,0.01618531,0.0017066189,0.0016510251,0.0012887284,0.0014298634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01883387,0.00089134707,0.0003158543,0.0019789434,0.0027853095,0.0028624798,0.0017396112,0.0011448365,0.004920523],"category_scores_gemma":[0.02860884,0.00036301877,0.00056358456,0.0005543988,0.00428877,0.0034582336,0.00624927,0.0015044807,0.0008474216],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035341113,0.0024009575,0.00627141,0.0012338854,0.000061028335,0.0008941106,0.4767564,0.00074138364,0.013786934,0.0112352455,0.005058602,0.48120654],"study_design_scores_gemma":[0.0010322611,0.010463148,0.022409571,0.0031746596,0.00020040474,0.0028958265,0.61503816,0.0039306222,0.04585937,0.034125526,0.26048502,0.0003855097],"about_ca_topic_score_codex":0.0006436316,"about_ca_topic_score_gemma":0.0015803786,"teacher_disagreement_score":0.01883387,"about_ca_system_score_codex":0.0018124026,"about_ca_system_score_gemma":0.0028895743,"threshold_uncertainty_score":0.09960425},"labels":[],"label_agreement":null},{"id":"W2752620684","doi":"10.29085/9781856048613.012","title":"Designing a mobile device automatic detector to support mobile librarysystems","year":2018,"lang":"en","type":"book-chapter","venue":"Facet eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Mobile device; Detector; Computer science; Simple (philosophy); Mobile Web; Digital library; Mobile computing; Architecture; Mobile technology; Embedded system; Human–computer interaction; World Wide Web; Computer network; Telecommunications","score_opus":0.05123044411347597,"score_gpt":0.32022841092600013,"score_spread":0.26899796681252414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2752620684","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021266477,0.00061350164,0.9357287,0.00041975858,0.0002495897,0.0011523733,0.00020163528,0.016670613,0.023697222],"genre_scores_gemma":[0.09267077,0.0006493731,0.8565774,0.0007447529,0.00007587543,0.00069780415,0.0005338473,0.0011212786,0.046928953],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992742,0.00010713245,0.00003708926,0.00014029667,0.00035716128,0.00008423699],"domain_scores_gemma":[0.9993598,0.0001942276,0.00003345329,0.00008639009,0.0002587844,0.00006742828],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007408899,0.00087828,0.0006482169,0.0008502189,0.00068598636,0.0017040102,0.0023468772,0.0014105042,0.009950816],"category_scores_gemma":[0.0016108465,0.0008667409,0.00047096645,0.0004556654,0.00039325774,0.0022432543,0.0014233257,0.001084916,0.0056780055],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040180684,0.0006012526,0.0035355007,0.0009804555,0.000092924696,0.0008578052,0.0013477666,0.007584681,0.40787995,0.038192842,0.045238484,0.49328655],"study_design_scores_gemma":[0.00016781819,0.00080051355,0.0031456617,0.0002109387,0.00015986302,0.0015758231,0.0004113933,0.20387357,0.3072232,0.0064481874,0.47580388,0.0001791674],"about_ca_topic_score_codex":0.0015015561,"about_ca_topic_score_gemma":0.0026019933,"teacher_disagreement_score":0.009950816,"about_ca_system_score_codex":0.00083358295,"about_ca_system_score_gemma":0.0010379263,"threshold_uncertainty_score":0.033288777},"labels":[],"label_agreement":null},{"id":"W2754772380","doi":"10.4018/978-1-5225-3437-2.ch004","title":"An Exemplary Interface for All","year":2017,"lang":"en","type":"book-chapter","venue":"Advances in human and social aspects of technology book series","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Electronic Arts (Canada)","funders":"","keywords":"Interface (matter); Semiotics; Computer science; Video game; Human–computer interaction; Multimedia; Software; Interface design; User interface; Computer graphics (images); World Wide Web; Operating system; Linguistics","score_opus":0.027389224372888,"score_gpt":0.36844645105581997,"score_spread":0.341057226682932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754772380","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012346527,0.006810884,0.043693434,0.00195547,0.0023073964,0.00012920966,0.0005691602,0.003091052,0.94020873],"genre_scores_gemma":[0.01610339,0.004845092,0.03580916,0.002467488,0.00044469733,0.00025779582,0.001275307,0.0014921408,0.9373049],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994804,0.00009371767,0.000029657893,0.00011300499,0.00021887002,0.00006436534],"domain_scores_gemma":[0.9997687,0.000066011315,0.000009483196,0.000054079424,0.00006823019,0.00003359111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003402308,0.0011404929,0.00042399488,0.0011339919,0.0013046253,0.00412048,0.0012468202,0.0019852398,0.13429153],"category_scores_gemma":[0.0010686604,0.00028801628,0.0005840857,0.0011249197,0.0011739586,0.005110865,0.0034793282,0.0021429881,0.068830825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056774643,0.000070760485,0.00013823085,0.00055688765,0.000011220189,0.00039315879,0.0024503325,0.00025743875,0.0036699125,0.33165175,0.38772005,0.2730235],"study_design_scores_gemma":[0.0000019371764,0.00000982255,0.00007389182,0.00007691863,0.000002099819,0.00029652638,0.00014675438,0.00009972861,0.00020137514,0.0060333144,0.99305165,0.000005978874],"about_ca_topic_score_codex":0.0012692267,"about_ca_topic_score_gemma":0.0021079269,"teacher_disagreement_score":0.13429153,"about_ca_system_score_codex":0.0006444477,"about_ca_system_score_gemma":0.0005957045,"threshold_uncertainty_score":0.44924992},"labels":[],"label_agreement":null},{"id":"W2785256423","doi":"10.4000/books.pum.6322","title":"Les enfants et leurs écrans","year":2011,"lang":"fr","type":"book","venue":"Presses de l’Université de Montréal eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.06133896070419814,"score_gpt":0.26266100758935557,"score_spread":0.20132204688515742,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785256423","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.021034827,0.049392957,0.0015361062,0.023533985,0.002752695,0.000055852775,0.0001472058,0.000077849705,0.90146863],"genre_scores_gemma":[0.10474323,0.023336083,0.001028645,0.0036921527,0.0008641939,0.00004323009,0.00008097607,0.000054040345,0.8661573],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992731,0.00027700278,0.000023591445,0.000106418825,0.00016007491,0.00015976805],"domain_scores_gemma":[0.99957126,0.00013408768,0.000050779086,0.000031189087,0.00013005186,0.00008267947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008921029,0.0006571963,0.00024718198,0.0005913808,0.00341592,0.004897254,0.00045087247,0.0014718636,0.02103805],"category_scores_gemma":[0.0013524701,0.00019671179,0.00023009039,0.00061716477,0.0047500576,0.0030075025,0.0020195232,0.001938491,0.005480483],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008894341,0.000040445997,0.0021422538,0.0003063292,0.0000071323307,0.0016723793,0.10369309,0.00007197494,0.0010449341,0.6240739,0.13276127,0.13409728],"study_design_scores_gemma":[0.0000013921231,0.000017894377,0.00060607994,0.00012894449,0.0000022252918,0.00024781565,0.0074245366,0.000007124805,0.0001225635,0.0026172132,0.9888198,0.000004393259],"about_ca_topic_score_codex":0.031997558,"about_ca_topic_score_gemma":0.057603683,"teacher_disagreement_score":0.031997558,"about_ca_system_score_codex":0.0028816974,"about_ca_system_score_gemma":0.002091372,"threshold_uncertainty_score":0.07037932},"labels":[],"label_agreement":null},{"id":"W2785538540","doi":"","title":"Overview of strategies and access technologies - results from BREAD (invited)","year":2005,"lang":"en","type":"article","venue":"Ghent University Academic Bibliography (Ghent University)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universitat Politècnica de València; Instituto de Telecomunicações; Technische Universität Berlin; Universidad de Cantabria; University of Toronto; Lunds Universitet; Technische Universität Dresden; Institute for Infocomm Research; Georgia Institute of Technology; Technische Universiteit Delft; Aalborg Universitet; University of Twente; Keio University; Universitat de València; Samsung Advanced Institute of Technology; National and Kapodistrian University of Athens; Kingston University; University of Texas at Austin; Samsung; University of Pittsburgh","keywords":"Computer science; Data science","score_opus":0.08568966387954234,"score_gpt":0.3245708303485118,"score_spread":0.23888116646896945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2785538540","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036894996,0.57167447,0.012195799,0.009994445,0.002032715,0.00039653067,0.0024817926,0.00046804882,0.36386114],"genre_scores_gemma":[0.19881563,0.5713449,0.02436047,0.004398618,0.0006356057,0.00063641724,0.004346788,0.0005551989,0.19490641],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831605,0.00064608955,0.00010879921,0.00019579321,0.00045961083,0.00027376285],"domain_scores_gemma":[0.99736917,0.0016719466,0.00007500902,0.00012727074,0.0006125313,0.00014397851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023627675,0.0012084133,0.0010183821,0.0047972566,0.001318634,0.0069007957,0.001415198,0.0014091241,0.032917462],"category_scores_gemma":[0.003824411,0.00037981538,0.00064496044,0.013382935,0.0011756406,0.005960758,0.0018437138,0.0009920298,0.007296216],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033401023,0.000259723,0.0022545948,0.004825485,0.000048586797,0.00019784401,0.0051911296,0.00074481784,0.0011129555,0.061666597,0.07408765,0.84927666],"study_design_scores_gemma":[0.000028346674,0.0001691522,0.0051163184,0.002479674,0.000100841,0.00028332204,0.0077515054,0.00016773777,0.0014435492,0.010205086,0.9722271,0.000027334925],"about_ca_topic_score_codex":0.02042293,"about_ca_topic_score_gemma":0.022453876,"teacher_disagreement_score":0.032917462,"about_ca_system_score_codex":0.005064362,"about_ca_system_score_gemma":0.004451316,"threshold_uncertainty_score":0.11011988},"labels":[],"label_agreement":null},{"id":"W2793028805","doi":"10.21037/aes.2018.ab101","title":"AB101. Portable closed-circuit TV versus iPad in spot reading tasks","year":2018,"lang":"en","type":"article","venue":"Annals of Eye Science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Centre intégré de santé et de services sociaux de la Montérégie-Centre; Centre Intégré Universitaire de Santé et de Services Sociaux du Saguenay–Lac-Saint-Jean; Centre intégré de santé et de services sociaux de Chaudière-Appalaches; Centre Intégré de Santé et de Services Sociaux des Laurentides; Université de Montréal; Santé Montérégie; MAB-Mackay Rehabilitation Centre","funders":"","keywords":"Closed circuit; Reading (process); Computer science; Computer hardware; Telecommunications; Political science","score_opus":0.1813439121060861,"score_gpt":0.45231263883825895,"score_spread":0.27096872673217287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793028805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9855853,0.0023107398,0.0010760294,0.0002102423,0.0002332636,0.00049774203,0.0008655875,0.00013116763,0.009089907],"genre_scores_gemma":[0.9886221,0.0010240037,0.003314987,0.00030491277,0.00017604705,0.0008598103,0.0012400842,0.000059311915,0.004398758],"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.99889237,0.00044099762,0.000105312436,0.00026106075,0.00021571174,0.00008459663],"domain_scores_gemma":[0.9952443,0.0034300266,0.00038891615,0.00014400702,0.00015804694,0.0006347287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017780487,0.00074177835,0.0008540445,0.00038249476,0.00024235457,0.0007799467,0.00045697036,0.0008005881,0.01698801],"category_scores_gemma":[0.007158104,0.00029213275,0.0005352099,0.00036222558,0.00035622698,0.0007441974,0.0005691259,0.000782649,0.002729893],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.45229346,0.015200222,0.043819506,0.002828391,0.0006031496,0.0002573709,0.0006376768,0.0017332275,0.042833224,0.00045622498,0.0039046574,0.43543285],"study_design_scores_gemma":[0.032605767,0.32305604,0.6066064,0.00089577236,0.0014762748,0.0009992606,0.0007782664,0.012738091,0.009645717,0.0015483403,0.009447276,0.00020281837],"about_ca_topic_score_codex":0.0014650626,"about_ca_topic_score_gemma":0.0016413188,"teacher_disagreement_score":0.01698801,"about_ca_system_score_codex":0.00028567668,"about_ca_system_score_gemma":0.0005186274,"threshold_uncertainty_score":0.056830525},"labels":[],"label_agreement":null},{"id":"W2793213130","doi":"10.17705/1jais.00484","title":"Design and Validation of the Bright Internet","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kootenay Association for Science & Technology","funders":"Korea Advanced Institute of Science and Technology; Electronics and Telecommunications Research Institute; Carnegie Mellon University","keywords":"The Internet; Anonymity; Internet privacy; Internet governance; Computer security; Computer science; Privacy by Design; Information privacy; World Wide Web","score_opus":0.030130602026929496,"score_gpt":0.29711777595980393,"score_spread":0.2669871739328744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793213130","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2742949,0.00031447632,0.6136025,0.0025764648,0.00035439062,0.014093367,0.00052825734,0.0018810565,0.092354596],"genre_scores_gemma":[0.48083562,0.000199266,0.49641275,0.0007974692,0.000045491128,0.010241521,0.0005943608,0.0004304351,0.01044314],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9441436,0.0424411,0.0021064358,0.0026313353,0.007340343,0.0013372769],"domain_scores_gemma":[0.90033376,0.047585323,0.005103762,0.024643587,0.019545164,0.0027883628],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0548702,0.00061488437,0.00050012703,0.0020083466,0.0017068605,0.0053276476,0.0027467154,0.0020760056,0.007498474],"category_scores_gemma":[0.085217364,0.0009152078,0.0005966855,0.0009244494,0.0062648123,0.005398273,0.005040012,0.0023266885,0.0014401899],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014905828,0.0034744255,0.022810848,0.0024203549,0.00014653023,0.00100227,0.038034167,0.025380375,0.0222121,0.5313325,0.0072234743,0.3444724],"study_design_scores_gemma":[0.0024590094,0.012017731,0.017751591,0.0041222484,0.0004186158,0.0006335769,0.027825272,0.14454788,0.067402996,0.25550997,0.4668784,0.0004326047],"about_ca_topic_score_codex":0.0010171438,"about_ca_topic_score_gemma":0.0009544884,"teacher_disagreement_score":0.0548702,"about_ca_system_score_codex":0.003723553,"about_ca_system_score_gemma":0.007747475,"threshold_uncertainty_score":0.29018486},"labels":[],"label_agreement":null},{"id":"W2793543944","doi":"","title":"Shape shifting smartphones: Riding the waves in post-‐secondary education","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Higher education; Teaching method; Pedagogy; Computer science; Human–computer interaction; Sociology; Political science","score_opus":0.01003228594745247,"score_gpt":0.26693759549005724,"score_spread":0.25690530954260477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793543944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86269057,0.0016582101,0.0023375277,0.028402347,0.001291616,0.00008215913,0.0002528737,0.0002463809,0.103038356],"genre_scores_gemma":[0.97370166,0.0008842099,0.0007849609,0.0022676794,0.00013662499,0.000024709494,0.000058606547,0.0000808717,0.022060698],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9992231,0.00030938414,0.000027922937,0.000073388175,0.00015380219,0.00021241892],"domain_scores_gemma":[0.99796283,0.0005989152,0.0002433386,0.0001561674,0.00037208796,0.0006666685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010532402,0.00026909096,0.00024016587,0.00067619333,0.00416042,0.00496252,0.0006878312,0.0022283378,0.021344641],"category_scores_gemma":[0.0074135745,0.00021588519,0.0002550553,0.0008707656,0.002191813,0.003986412,0.0035640937,0.0019843678,0.0043747327],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042605973,0.0003367356,0.076448955,0.0004145744,0.000025669755,0.0017406021,0.4352728,0.00018718088,0.003457463,0.01373306,0.110978276,0.35697863],"study_design_scores_gemma":[0.00003965397,0.0003638379,0.052865192,0.0004117731,0.000044800672,0.0009657166,0.71060723,0.00056285824,0.00091763504,0.0044984906,0.22865991,0.00006293355],"about_ca_topic_score_codex":0.019411732,"about_ca_topic_score_gemma":0.042158935,"teacher_disagreement_score":0.021344641,"about_ca_system_score_codex":0.0008216078,"about_ca_system_score_gemma":0.0014002982,"threshold_uncertainty_score":0.071404934},"labels":[],"label_agreement":null},{"id":"W2793924535","doi":"10.22215/etd/2017-12232","title":"NotesKB: Web-Based Semantic Annotation Tool for Online Multimedia Learning Content","year":2017,"lang":"en","type":"dissertation","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Saudi Arabian Cultural Bureau","keywords":"Usability; Computer science; USable; World Wide Web; Multimedia; Semantic Web; Annotation; Web usability; Usability lab; Key (lock); Usability engineering; Human–computer interaction; Artificial intelligence","score_opus":0.0809249811761428,"score_gpt":0.38937091310371996,"score_spread":0.3084459319275772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793924535","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04714787,0.0007020193,0.7628409,0.0013513631,0.0005589454,0.001338496,0.014926294,0.14042883,0.030705163],"genre_scores_gemma":[0.12453698,0.0009306964,0.7748962,0.0004299601,0.00015900229,0.001383742,0.020664008,0.009057025,0.06794242],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987833,0.00024590985,0.00014441852,0.00019780318,0.00057105045,0.000057582514],"domain_scores_gemma":[0.9954081,0.0024162696,0.00031397043,0.000592887,0.00097554125,0.00029320235],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017814822,0.0009791263,0.00048780622,0.0032295205,0.0009448495,0.0022618533,0.0011923687,0.0010620119,0.023270568],"category_scores_gemma":[0.008432635,0.00043450476,0.0006102874,0.0017863588,0.00074880285,0.0059518307,0.0025546192,0.0012095252,0.011474149],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00079594686,0.00043438724,0.0030879744,0.0018131154,0.000049548125,0.00076456857,0.005159856,0.0013885029,0.055525128,0.016655132,0.102848,0.8114777],"study_design_scores_gemma":[0.00018820637,0.00042810725,0.009837249,0.0010072703,0.00011599979,0.001716668,0.0036424107,0.02546566,0.09891402,0.020546727,0.8377958,0.0003418527],"about_ca_topic_score_codex":0.0018943128,"about_ca_topic_score_gemma":0.0028934542,"teacher_disagreement_score":0.023270568,"about_ca_system_score_codex":0.00064521283,"about_ca_system_score_gemma":0.0013812293,"threshold_uncertainty_score":0.07784784},"labels":[],"label_agreement":null},{"id":"W2796082891","doi":"10.29007/mcs1","title":"User Study of Emotional Visualization Dashboard for Educational Software","year":2018,"lang":"en","type":"paratext","venue":"EasyChair preprint","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Natural Sciences and Engineering Research Council of Canada; Industry Canada","keywords":"Dashboard; Visualization; Computer science; Learning analytics; Human–computer interaction; Eye tracking; Data visualization; Software; World Wide Web; Multimedia; Data science; Artificial intelligence","score_opus":0.05133651636026367,"score_gpt":0.41433336087278566,"score_spread":0.362996844512522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796082891","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9678762,0.00015155028,0.025381645,0.00037014336,0.00007099036,0.0002272927,0.00053835206,0.0036504257,0.0017334932],"genre_scores_gemma":[0.9666354,0.00013035625,0.027668292,0.00024208333,0.00003975319,0.0002779107,0.0009069131,0.00068708346,0.003412243],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99817896,0.0010913826,0.0001427852,0.00020657136,0.0002776188,0.00010266009],"domain_scores_gemma":[0.97247297,0.021942802,0.000489108,0.001721753,0.0024944318,0.0008790056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0035606087,0.0012392965,0.00068875705,0.00094509125,0.00081328524,0.0012168358,0.0008250775,0.0010157945,0.0045389854],"category_scores_gemma":[0.016583648,0.0003387047,0.00054750615,0.00049170613,0.00051163376,0.0012689559,0.00092716096,0.001016554,0.00081061164],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007884673,0.008451264,0.09694583,0.0042490023,0.00075061707,0.014391546,0.11714415,0.008619948,0.28547975,0.0025129314,0.034148466,0.41942194],"study_design_scores_gemma":[0.0011298585,0.028509106,0.34606928,0.0010193131,0.00089946605,0.011696867,0.04836482,0.17386304,0.2461562,0.0033104958,0.13801043,0.0009711968],"about_ca_topic_score_codex":0.0010931169,"about_ca_topic_score_gemma":0.0013986382,"teacher_disagreement_score":0.0045389854,"about_ca_system_score_codex":0.00029202862,"about_ca_system_score_gemma":0.00017899075,"threshold_uncertainty_score":0.018830478},"labels":[],"label_agreement":null},{"id":"W2799592038","doi":"10.5210/fm.v22i5.6182","title":"Interactive documentaries and the connected viewer experience: Conversations with Katerina Cizek, Brett Gaylor, Jeff Soyk, and Florian Thalhofer","year":2018,"lang":"en","type":"article","venue":"First Monday","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Field (mathematics); The Internet; Consumption (sociology); Advertising; Order (exchange); Interactive media; Media studies; New media; Sociology; Art; Visual arts; Multimedia; Computer science; Aesthetics; World Wide Web; Business","score_opus":0.010815175433036844,"score_gpt":0.287146054105711,"score_spread":0.27633087867267414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799592038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7869539,0.010178026,0.0028314346,0.14117579,0.0010239054,0.00013654518,0.00006847705,0.00009545162,0.057536446],"genre_scores_gemma":[0.9618142,0.005259814,0.0011276904,0.008959242,0.00036696755,0.000070591974,0.000023429257,0.00013440472,0.022243537],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99558073,0.0029385947,0.000098338875,0.00041045184,0.00059037097,0.00038146382],"domain_scores_gemma":[0.97936845,0.015071033,0.0012663329,0.00039874492,0.0015139638,0.0023813816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00943846,0.00045126225,0.0006132182,0.0017671913,0.017042538,0.01107322,0.001422271,0.0032410966,0.0048799887],"category_scores_gemma":[0.017422026,0.00065056566,0.00024264868,0.0014002442,0.016959691,0.01005159,0.004595388,0.009412203,0.00062827126],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004016084,0.000076884375,0.001501868,0.000070929316,0.000007138619,0.0011440017,0.9684808,0.000027047237,0.0007579804,0.009971864,0.010501441,0.007419883],"study_design_scores_gemma":[0.000012669301,0.00006858699,0.0023721089,0.00023560249,0.000011104577,0.00082920527,0.85397476,0.000103877224,0.0005018819,0.0014683577,0.14037317,0.000048630867],"about_ca_topic_score_codex":0.016701931,"about_ca_topic_score_gemma":0.02055335,"teacher_disagreement_score":0.017042538,"about_ca_system_score_codex":0.0058878385,"about_ca_system_score_gemma":0.0024055156,"threshold_uncertainty_score":0.04991591},"labels":[],"label_agreement":null},{"id":"W28118798","doi":"10.1177/0049475516688148","title":"Automatic camera control for capturing collaborative meetings","year":2009,"lang":"en","type":"article","venue":"Tropical Doctor","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Context (archaeology); Video production; Automation; Focus (optics); Multimedia; Artificial intelligence; Smart camera; Post-production; Computer vision; Human–computer interaction; Engineering","score_opus":0.019730988698909692,"score_gpt":0.3385200621633967,"score_spread":0.318789073464487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W28118798","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08942237,0.0017918368,0.72322005,0.00071877084,0.0036114075,0.010884689,0.016218433,0.043507796,0.11062461],"genre_scores_gemma":[0.29115114,0.0007143911,0.6041987,0.0008030407,0.00064310106,0.014783815,0.0072307657,0.0024504499,0.07802453],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99784064,0.00039356097,0.00015529762,0.0008496386,0.00053074845,0.00023003237],"domain_scores_gemma":[0.9966613,0.0007636559,0.0001855398,0.00060657435,0.0015815541,0.00020144862],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018895612,0.001347864,0.0008390976,0.0025061448,0.0006975959,0.0013414564,0.0014389189,0.000818617,0.08986123],"category_scores_gemma":[0.0045971046,0.0004032412,0.00050366047,0.0018739981,0.0003490374,0.00096233084,0.0014171273,0.0007131504,0.022900606],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018859052,0.00034652205,0.009533111,0.001182789,0.00009114577,0.00031579068,0.0011711906,0.0014731085,0.12058357,0.004019638,0.08895335,0.770444],"study_design_scores_gemma":[0.0009975543,0.0015529249,0.10800051,0.00080091524,0.00033198658,0.0017045494,0.0015055455,0.09704733,0.14423372,0.0044994014,0.63890845,0.000417131],"about_ca_topic_score_codex":0.0024111713,"about_ca_topic_score_gemma":0.0037081444,"teacher_disagreement_score":0.08986123,"about_ca_system_score_codex":0.00056050933,"about_ca_system_score_gemma":0.0009264577,"threshold_uncertainty_score":0.3006158},"labels":[],"label_agreement":null},{"id":"W2883389474","doi":"10.5539/ass.v14n8p1","title":"CMC and Its Psychological Motives in Communication: A Case Study in Japanese Mobile Phone-E-Mail","year":2018,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Australian Research Council; University of Queensland","keywords":"Mobile phone; Psychology; Phone; Variety (cybernetics); Context (archaeology); Advertising; Mail order; Order (exchange); Internet privacy; Electronic mail; Sentence; Mobile telephony; Social psychology; Business; Computer science; Telecommunications; Linguistics; Mobile radio; History","score_opus":0.06098844460513304,"score_gpt":0.4340955610794732,"score_spread":0.3731071164743402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883389474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.999119,0.00010879921,0.00007781523,0.00007020888,0.00000284715,0.000012762584,0.0000041515327,9.601222e-7,0.00060349837],"genre_scores_gemma":[0.9988689,0.00026938147,0.0001998754,0.000054279848,0.000011216255,0.00001787484,0.000005990886,0.0000024141186,0.0005700688],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99835926,0.00095913745,0.000080102975,0.000107558684,0.00019591021,0.00029801403],"domain_scores_gemma":[0.996808,0.0018708194,0.00049079274,0.00011489459,0.00026690873,0.00044861378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019601814,0.00055772084,0.00045872835,0.0013293416,0.005320895,0.002501736,0.00057780993,0.0017885409,0.0015921125],"category_scores_gemma":[0.00463869,0.000404639,0.0004555054,0.0011127912,0.0018857984,0.0015704586,0.0019595323,0.0010127771,0.00025421334],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012263177,0.00094759464,0.15851146,0.0002044205,0.000022978606,0.025672888,0.7952067,0.000046099147,0.0015114457,0.0010348606,0.00035989968,0.01635909],"study_design_scores_gemma":[0.00001750306,0.0004940203,0.093632676,0.00008149695,0.0000612305,0.012525259,0.88846195,0.0003794016,0.000724805,0.00024699155,0.0033368815,0.00003784481],"about_ca_topic_score_codex":0.007574312,"about_ca_topic_score_gemma":0.014654018,"teacher_disagreement_score":0.007574312,"about_ca_system_score_codex":0.0013694018,"about_ca_system_score_gemma":0.0010333266,"threshold_uncertainty_score":0.015060484},"labels":[],"label_agreement":null},{"id":"W2897181789","doi":"10.3968/10433","title":"Research on Educational Television Development Strategy Based on E-Learning","year":2018,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Interactive television; Function (biology); Lifelong learning; Computer science; Multimedia; Distance education; Mathematics education; World Wide Web; Psychology; Pedagogy","score_opus":0.12078599883914816,"score_gpt":0.48618410688987485,"score_spread":0.3653981080507267,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897181789","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4255899,0.004930525,0.018256325,0.0040805493,0.00015080183,0.00021523141,0.00010315774,0.00005256711,0.54662097],"genre_scores_gemma":[0.9671399,0.00412112,0.0030887097,0.00024029455,0.000044452183,0.00006202504,0.00007203366,0.000010235152,0.02522112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999602,0.00016316769,0.00001801652,0.00006124007,0.000083275925,0.00007233316],"domain_scores_gemma":[0.9988501,0.00063464517,0.00009906194,0.00003411118,0.00025081454,0.00013131388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005990641,0.00020541469,0.000108378954,0.0011590162,0.0005326647,0.0019177062,0.0006053446,0.00053236756,0.009697608],"category_scores_gemma":[0.0018081452,0.000078671306,0.00021114179,0.001212369,0.0005326076,0.0025574944,0.0003829512,0.00040359463,0.00067428173],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002593211,0.00080611865,0.05664891,0.0017817195,0.00005486512,0.0009395971,0.015983047,0.002214913,0.010806087,0.48692068,0.0063440865,0.41724065],"study_design_scores_gemma":[0.00020711588,0.0013786022,0.2680316,0.0026969411,0.0006555749,0.0019380355,0.14857472,0.029405655,0.039824888,0.096730515,0.4104544,0.00010191602],"about_ca_topic_score_codex":0.0031431632,"about_ca_topic_score_gemma":0.0028378994,"teacher_disagreement_score":0.009697608,"about_ca_system_score_codex":0.0020154794,"about_ca_system_score_gemma":0.0020973484,"threshold_uncertainty_score":0.032441735},"labels":[],"label_agreement":null},{"id":"W2898189081","doi":"","title":"Rich Prospect Browser for Studying Interface Design","year":2012,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; University of Victoria; University of Alberta","funders":"","keywords":"Computer science; Interface (matter); Human–computer interaction; Operating system","score_opus":0.17867541173473322,"score_gpt":0.41817121964017717,"score_spread":0.23949580790544395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898189081","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2074606,0.0012739034,0.67312616,0.00027981063,0.00009992734,0.00066231965,0.007182076,0.03403778,0.07587741],"genre_scores_gemma":[0.5728068,0.00082877587,0.38311127,0.00017238111,0.00004089454,0.0010957246,0.0038529674,0.004202788,0.033888433],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99952245,0.00020592728,0.00002714889,0.0000728807,0.00013493313,0.00003666357],"domain_scores_gemma":[0.99634653,0.0027151192,0.00008216922,0.00045870146,0.00028277677,0.000114718576],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064506003,0.0005621414,0.0004391079,0.0016159959,0.0004560128,0.0014014796,0.00064175914,0.00074368616,0.044281386],"category_scores_gemma":[0.0040249396,0.00038749515,0.0005389603,0.0010838024,0.00027928335,0.0031790317,0.0010771131,0.0010145599,0.0047567957],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0018295121,0.001757139,0.026042564,0.002288404,0.00019402504,0.0018759902,0.0122136185,0.007098847,0.14515583,0.17001063,0.068725295,0.56280816],"study_design_scores_gemma":[0.0004273735,0.0017574047,0.054625202,0.0010750021,0.0005572146,0.0063619856,0.0073646354,0.26213175,0.10299062,0.12541178,0.43701115,0.00028590532],"about_ca_topic_score_codex":0.0012080433,"about_ca_topic_score_gemma":0.0023329174,"teacher_disagreement_score":0.044281386,"about_ca_system_score_codex":0.0002641862,"about_ca_system_score_gemma":0.00052281376,"threshold_uncertainty_score":0.14813602},"labels":[],"label_agreement":null},{"id":"W2907265441","doi":"10.1007/978-1-4842-4069-4_9","title":"Server-Side Rendering","year":2019,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Thornhill Medical (Canada)","funders":"","keywords":"JavaScript; Computer science; Scripting language; Upload; Blank; Rendering (computer graphics); Download; Server-side; Client-side; World Wide Web; Parsing; Operating system; Web page; Computer graphics (images); Programming language; Engineering","score_opus":0.06849082573106426,"score_gpt":0.3091291373833448,"score_spread":0.24063831165228056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2907265441","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013472884,0.0025835617,0.13302469,0.00039819995,0.0014333278,0.00019358804,0.0010619739,0.019466447,0.84049094],"genre_scores_gemma":[0.013163099,0.0028887584,0.0458456,0.00044759185,0.000494594,0.00011058851,0.001811742,0.009131352,0.9261067],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99965906,0.000024398927,0.000012235975,0.000060797975,0.00021129726,0.0000321908],"domain_scores_gemma":[0.99958116,0.00009063256,0.000007750605,0.0001095008,0.00015654779,0.000054413587],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029600904,0.0011175632,0.0008519203,0.0012542558,0.0006573406,0.0036199156,0.0015541916,0.0012350732,0.24732181],"category_scores_gemma":[0.00092764915,0.00051795284,0.00078331184,0.0012693603,0.00034647237,0.0021024894,0.0017743289,0.0018761329,0.1636239],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052872987,0.000090834386,0.00011036147,0.0005907021,0.000011096656,0.00034997927,0.0004969028,0.0015082489,0.018301567,0.05711446,0.50069463,0.42067835],"study_design_scores_gemma":[0.000008032823,0.0000084314215,0.00015719414,0.00007573683,0.0000050678423,0.00035731,0.00003305228,0.0024098,0.0031670725,0.0061291056,0.9876365,0.000012722111],"about_ca_topic_score_codex":0.0015428704,"about_ca_topic_score_gemma":0.0019938974,"teacher_disagreement_score":0.24732181,"about_ca_system_score_codex":0.000613795,"about_ca_system_score_gemma":0.00063903246,"threshold_uncertainty_score":0.82737386},"labels":[],"label_agreement":null},{"id":"W2911417019","doi":"","title":"Proceedings of the 2008 Ambi-Sys workshop on Ambient media delivery and interactive television","year":2008,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Entertainment; Computer science; Multimedia; Interactive television; Broadcasting (networking); Set (abstract data type); Interactive media; Internet television; World Wide Web; Human–computer interaction; Telecommunications; Digital television; Computer network","score_opus":0.0364346188066816,"score_gpt":0.29722232054515124,"score_spread":0.26078770173846966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911417019","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.048589546,0.035977375,0.24220993,0.044928875,0.04271598,0.0008880075,0.0020499292,0.0028942933,0.57974607],"genre_scores_gemma":[0.13896196,0.021861302,0.07650789,0.0037413547,0.008597638,0.00072194537,0.005066071,0.0014467343,0.7430951],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998384,0.00064421754,0.00006193102,0.00020516827,0.0005557338,0.00014901476],"domain_scores_gemma":[0.99776006,0.00065581594,0.00005189121,0.00021788028,0.00086395006,0.00045039452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032017375,0.0008944375,0.0008381496,0.0007961513,0.0013003981,0.0053099683,0.001493126,0.0015101848,0.037782524],"category_scores_gemma":[0.002795541,0.00044745617,0.00058179547,0.0006503065,0.0009390443,0.002526072,0.0024872085,0.0023640224,0.012125417],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050838914,0.00055229873,0.0015774166,0.00046320667,0.000050783165,0.0005730333,0.0020775804,0.0018342854,0.005873064,0.027749196,0.6697181,0.28902274],"study_design_scores_gemma":[0.00004091905,0.00013374031,0.0017071832,0.00027949363,0.0000448768,0.00033027987,0.0013644948,0.0036881117,0.002418137,0.006682771,0.9832706,0.000039335748],"about_ca_topic_score_codex":0.003980022,"about_ca_topic_score_gemma":0.009620172,"teacher_disagreement_score":0.037782524,"about_ca_system_score_codex":0.0014198973,"about_ca_system_score_gemma":0.0018486802,"threshold_uncertainty_score":0.1263951},"labels":[],"label_agreement":null},{"id":"W2911680725","doi":"","title":"Proceedings of International Conference on Making Sense of Converging Media","year":2013,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Media studies; Discipline; Political science; Order (exchange); Social media; Pleasure; Sociology; Social science; Computer science; Law; Business; Psychology","score_opus":0.06530019781588224,"score_gpt":0.35060804336754614,"score_spread":0.2853078455516639,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911680725","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023434414,0.08630082,0.20364779,0.044723,0.07370067,0.0012365596,0.005358147,0.0071688755,0.55442977],"genre_scores_gemma":[0.18964921,0.058310136,0.1648401,0.0063856547,0.013921771,0.0014182713,0.019904975,0.002765404,0.54280454],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978339,0.00067845115,0.00019349802,0.00038999802,0.00070741586,0.00019665936],"domain_scores_gemma":[0.9939488,0.0017594275,0.00020566143,0.0011513863,0.0019862743,0.0009483528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0036807167,0.0011838655,0.0010669824,0.0020763918,0.0016722152,0.0084429635,0.001929865,0.0019585197,0.078326546],"category_scores_gemma":[0.010072071,0.0003583977,0.0009831374,0.001825433,0.0015416082,0.007794135,0.004394051,0.0024726714,0.024859373],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032046065,0.00017631362,0.001486263,0.0011837764,0.00010617462,0.00050123245,0.002209157,0.0007347393,0.004871496,0.037591416,0.5394398,0.41137925],"study_design_scores_gemma":[0.000015367455,0.00006722999,0.0016180923,0.000491444,0.000049681275,0.00039845062,0.0013594942,0.0017901249,0.0013333098,0.014728312,0.97811323,0.00003533994],"about_ca_topic_score_codex":0.0025215177,"about_ca_topic_score_gemma":0.0038171385,"teacher_disagreement_score":0.078326546,"about_ca_system_score_codex":0.0012055362,"about_ca_system_score_gemma":0.0027419457,"threshold_uncertainty_score":0.2620284},"labels":[],"label_agreement":null},{"id":"W2914391323","doi":"10.1109/bigdia.2018.8632803","title":"Channel Predictions for Cable TV Users by Modified Speed Algorithms","year":2018,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science; Computation; Algorithm; Channel (broadcasting); Process (computing); Markov process; Speedup; Markov chain; Telecommunications; Parallel computing; Machine learning; Mathematics","score_opus":0.06641670699630514,"score_gpt":0.35197717379562854,"score_spread":0.2855604667993234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2914391323","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48747107,0.0003582629,0.5073725,0.00040537896,0.00011381821,0.00007435897,0.00046105523,0.0011636331,0.002579841],"genre_scores_gemma":[0.9574997,0.00014779624,0.040641245,0.000055504304,0.00007091496,0.00003764244,0.00040598275,0.000032752036,0.0011084575],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996488,0.000070477756,0.000022482433,0.00008733878,0.00009176975,0.000079127065],"domain_scores_gemma":[0.9982864,0.0008776508,0.00019809244,0.00013447957,0.00040686107,0.0000964107],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006964961,0.0006898866,0.00057949516,0.0010268776,0.00043619945,0.0005558528,0.0007239797,0.00058446854,0.0013700997],"category_scores_gemma":[0.0040578013,0.00030107526,0.00054513296,0.0007401402,0.00033404253,0.0011949884,0.000540686,0.000661518,0.00030045418],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002079117,0.00007193924,0.016750727,0.000024222958,0.00003386655,0.000048224076,0.000038897604,0.91196895,0.0014315752,0.0021283764,0.0014494989,0.06584579],"study_design_scores_gemma":[0.0000036318504,0.000008183932,0.00037706108,7.4589235e-7,0.0000029968185,0.000005833857,0.0000037083278,0.9989002,0.0002360932,0.00040723803,0.000051471707,0.0000028436775],"about_ca_topic_score_codex":0.0196594,"about_ca_topic_score_gemma":0.013925015,"teacher_disagreement_score":0.0196594,"about_ca_system_score_codex":0.00065957784,"about_ca_system_score_gemma":0.0012827934,"threshold_uncertainty_score":0.039089918},"labels":[],"label_agreement":null},{"id":"W2915767977","doi":"","title":"Proceedings of the 5th International Conference on Active Media Technology","year":2009,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Regina","funders":"","keywords":"Political science; Engineering ethics; Computer science; Media studies; Engineering; Sociology","score_opus":0.05299590613439901,"score_gpt":0.3638280440580023,"score_spread":0.31083213792360326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915767977","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05115479,0.06050848,0.14016335,0.017655341,0.086435944,0.0005072743,0.0009953046,0.0020974916,0.64048207],"genre_scores_gemma":[0.14638282,0.029442228,0.038646154,0.0015609576,0.010898249,0.00024198533,0.0022851848,0.0006622814,0.76988024],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99938023,0.00013570339,0.000030497918,0.00008240927,0.00026334875,0.000107848624],"domain_scores_gemma":[0.9984156,0.00036088965,0.00003953721,0.0001602441,0.00067215593,0.0003517024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016329095,0.00071551773,0.0008100754,0.0010579368,0.001127364,0.0052035544,0.0009955913,0.0014066885,0.06572387],"category_scores_gemma":[0.002004613,0.00023412846,0.00058812986,0.0008834663,0.00086329476,0.002873278,0.0013525899,0.00154513,0.020185167],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009218044,0.0006208476,0.0033102871,0.0005400554,0.00010064917,0.0004652564,0.0009475588,0.00065874873,0.013664422,0.022973368,0.38908726,0.56670976],"study_design_scores_gemma":[0.00003636636,0.00016262205,0.0034476914,0.0002488109,0.000096467506,0.00041200683,0.0006723605,0.0031627824,0.006923968,0.0059142117,0.97888786,0.000034928118],"about_ca_topic_score_codex":0.002927969,"about_ca_topic_score_gemma":0.0061709685,"teacher_disagreement_score":0.06572387,"about_ca_system_score_codex":0.0006975101,"about_ca_system_score_gemma":0.0014295296,"threshold_uncertainty_score":0.21986824},"labels":[],"label_agreement":null},{"id":"W2916030173","doi":"","title":"Proceedings of the 7th international conference on Active media technology","year":2011,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Political science; Media studies; Engineering ethics; Sociology; Engineering","score_opus":0.1070230264096883,"score_gpt":0.33614573644708867,"score_spread":0.22912271003740037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2916030173","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04946067,0.067009434,0.13575333,0.017816123,0.08768445,0.00051082636,0.0011099305,0.002050573,0.63860464],"genre_scores_gemma":[0.14710282,0.032747496,0.039491344,0.0015572166,0.011492083,0.00025787717,0.0026762811,0.00072264345,0.7639523],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99926347,0.00016248068,0.000036448997,0.00009503462,0.00031798068,0.00012459976],"domain_scores_gemma":[0.9981609,0.00040872535,0.00004813546,0.00018719726,0.00078745524,0.0004075693],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018253677,0.00074693776,0.0008433207,0.001168881,0.0011398596,0.005686015,0.0010405995,0.0014364859,0.06554405],"category_scores_gemma":[0.0021200236,0.0002490083,0.0006153202,0.00097393664,0.0009188333,0.003002467,0.0015091434,0.0016284294,0.021004828],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008525217,0.0006229712,0.0032482895,0.00058893295,0.00010054189,0.0004371324,0.0009834334,0.00066928955,0.014703554,0.024498392,0.3840211,0.5692739],"study_design_scores_gemma":[0.000033769848,0.00016381778,0.0034485573,0.00027345866,0.0000918125,0.00040150216,0.0007215479,0.003052663,0.007261135,0.0061276522,0.97838837,0.000035672554],"about_ca_topic_score_codex":0.0028729858,"about_ca_topic_score_gemma":0.005826599,"teacher_disagreement_score":0.06554405,"about_ca_system_score_codex":0.0007437085,"about_ca_system_score_gemma":0.001585729,"threshold_uncertainty_score":0.21926665},"labels":[],"label_agreement":null},{"id":"W2917333006","doi":"10.5281/zenodo.16110","title":"golo-lang: Golo 2.1.0","year":2015,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Pivotal (Canada)","funders":"","keywords":"Computer science","score_opus":0.1223294978774538,"score_gpt":0.32860928087023356,"score_spread":0.20627978299277977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917333006","genre_codex":"software","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":"software","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032136186,0.00041066445,0.13734554,0.0005249218,0.0005803311,0.0003185829,0.04114952,0.7871498,0.029307038],"genre_scores_gemma":[0.040680703,0.0005404127,0.07046421,0.0016407765,0.00040867913,0.0010099922,0.10166585,0.7316713,0.05191819],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99847275,0.00019520937,0.00016969533,0.000280199,0.0005771911,0.00030489135],"domain_scores_gemma":[0.9974595,0.00070760783,0.00021177743,0.00083072676,0.0006321662,0.00015818179],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024130933,0.0027450966,0.0015034161,0.0023278277,0.0007585117,0.0035138216,0.0038499176,0.002094465,0.1542808],"category_scores_gemma":[0.006361246,0.0027678562,0.002170336,0.001495357,0.0013030793,0.005505166,0.0043114135,0.003632635,0.120179266],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007902836,0.00011066025,0.0019880047,0.001501518,0.000106960506,0.00018846002,0.00032509785,0.0009781402,0.006553875,0.017967796,0.88674486,0.082744345],"study_design_scores_gemma":[0.00040585882,0.00009785097,0.0020380218,0.00044633704,0.00007859563,0.00036655346,0.000098845725,0.0060411603,0.021848777,0.020838633,0.9474841,0.0002552655],"about_ca_topic_score_codex":0.0026953982,"about_ca_topic_score_gemma":0.0025491745,"teacher_disagreement_score":0.1542808,"about_ca_system_score_codex":0.0015510634,"about_ca_system_score_gemma":0.002152151,"threshold_uncertainty_score":0.5161207},"labels":[],"label_agreement":null},{"id":"W2918067620","doi":"10.19173/irrodl.v3i2.87","title":"Chat and Instant Messaging Systems (synchronous): Report 2/3","year":2002,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Instant messaging; Computer science; Computer-mediated communication; Chat room; Multimedia; World Wide Web; The Internet","score_opus":0.15284953474613944,"score_gpt":0.4782266083062171,"score_spread":0.32537707356007767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2918067620","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023405328,0.47498018,0.07591639,0.01655634,0.014955801,0.00082641246,0.0015301555,0.0014724472,0.39035684],"genre_scores_gemma":[0.18332931,0.46773645,0.03279723,0.0031111906,0.0109049175,0.0011230845,0.0028800399,0.00079129415,0.29732662],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99199474,0.0015539307,0.0006186051,0.00056844903,0.004764515,0.0004997864],"domain_scores_gemma":[0.9872974,0.0055953376,0.0015369068,0.00065164757,0.0044107866,0.00050804287],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050683306,0.0006667274,0.00038545975,0.0033548102,0.0011558789,0.0036169016,0.00083067134,0.0015350123,0.011590674],"category_scores_gemma":[0.010474225,0.00039812975,0.00041364226,0.003661831,0.0009694189,0.0038013908,0.0013473181,0.001487324,0.0054002553],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019162329,0.00023720069,0.002678173,0.005395446,0.000039619423,0.00046071215,0.003196969,0.0013705047,0.0045531914,0.110513054,0.1688609,0.70250267],"study_design_scores_gemma":[0.000005341757,0.000220656,0.0034743145,0.0011239079,0.00004738173,0.00047371228,0.00067475066,0.000472776,0.00770735,0.0022975884,0.9834696,0.000032700424],"about_ca_topic_score_codex":0.0056329835,"about_ca_topic_score_gemma":0.0044809487,"teacher_disagreement_score":0.011590674,"about_ca_system_score_codex":0.0018440885,"about_ca_system_score_gemma":0.0035786307,"threshold_uncertainty_score":0.03877461},"labels":[],"label_agreement":null},{"id":"W2947669083","doi":"","title":"New publication: WiseType: A Tablet Keyboard with Color-Coded Visualization and Various Editing Options for Error Correction","year":2019,"lang":"en","type":"article","venue":"Graphics Interface","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Visualization; Computer graphics (images); Text entry; Tablet pc; Speech recognition; Multimedia; Human–computer interaction; Artificial intelligence","score_opus":0.02755953744737699,"score_gpt":0.3389669981487063,"score_spread":0.3114074607013293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2947669083","genre_codex":"other","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005450938,0.0033989681,0.22816731,0.009718409,0.12263356,0.001569076,0.037342593,0.22317165,0.3685475],"genre_scores_gemma":[0.010919476,0.0019118824,0.051240824,0.001285344,0.00530254,0.00048873725,0.018842196,0.034675788,0.87533325],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832946,0.00017530817,0.0002155359,0.00025625588,0.0009117869,0.00011171601],"domain_scores_gemma":[0.9906343,0.0015757162,0.00039914713,0.0013434697,0.005217936,0.0008294731],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022013257,0.0028605529,0.0013107543,0.0032097814,0.0010645022,0.0046350607,0.0023343696,0.0023530908,0.6575645],"category_scores_gemma":[0.013072065,0.0012277167,0.0009230874,0.0019878547,0.0006271982,0.0039747814,0.0022280747,0.0024769504,0.39993647],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022747851,0.000037079357,0.00016459682,0.00025597253,0.000012556502,0.00010740437,0.00003432064,0.000076024684,0.0029104284,0.0010259716,0.89208645,0.10306165],"study_design_scores_gemma":[0.00013162728,0.00012755503,0.0010547595,0.00014048259,0.000041695745,0.000479781,0.0000316985,0.0012636298,0.009789186,0.000995882,0.98585147,0.00009219991],"about_ca_topic_score_codex":0.0013852135,"about_ca_topic_score_gemma":0.00301676,"teacher_disagreement_score":0.6575645,"about_ca_system_score_codex":0.0006132474,"about_ca_system_score_gemma":0.0013431982,"threshold_uncertainty_score":0.48844266},"labels":[],"label_agreement":null},{"id":"W2953882706","doi":"","title":"User study of emotional visualization dashboard for educational software: Description of the study protocol","year":2018,"lang":"en","type":"article","venue":"Annual review of Cybertherapy and Telemedicine","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Dashboard; Visualization; Computer science; Data visualization; Human–computer interaction; Plan (archaeology); Eye tracking; Protocol (science); World Wide Web; Software; Learning analytics; Web application; Multimedia; Data science; Artificial intelligence","score_opus":0.03655462804087246,"score_gpt":0.42005568566610346,"score_spread":0.383501057625231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2953882706","genre_codex":"protocol","genre_gemma":"protocol","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"protocol","genre_consensus":"protocol","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15986218,0.0008213421,0.067603454,0.0014775561,0.0005254424,0.754974,0.0066309203,0.0012960724,0.006809098],"genre_scores_gemma":[0.034021575,0.00027672038,0.021647595,0.00049843977,0.000048610444,0.9409365,0.00054654793,0.00007931385,0.0019446841],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99120516,0.005274896,0.0013133894,0.00078660925,0.00073113816,0.00068878627],"domain_scores_gemma":[0.9775319,0.010814287,0.0009674833,0.002795864,0.006417655,0.0014728307],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.023300288,0.0013970648,0.0017013768,0.0015997825,0.0026024326,0.0017190351,0.0013349595,0.002321448,0.020598192],"category_scores_gemma":[0.035586078,0.0014783026,0.0011144249,0.00090559834,0.0012016246,0.0012896784,0.0018214007,0.0027222848,0.008808431],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.03159648,0.07261532,0.034248743,0.020166302,0.00038901746,0.005422709,0.08565186,0.0048880656,0.027360907,0.006542146,0.07741991,0.6336985],"study_design_scores_gemma":[0.032016676,0.09740966,0.12896167,0.010354998,0.0007119215,0.002939031,0.09002181,0.010184547,0.044063233,0.015171003,0.56656015,0.0016053376],"about_ca_topic_score_codex":0.0021116904,"about_ca_topic_score_gemma":0.0033941697,"teacher_disagreement_score":0.023300288,"about_ca_system_score_codex":0.0016971091,"about_ca_system_score_gemma":0.0034996085,"threshold_uncertainty_score":0.12322521},"labels":[],"label_agreement":null},{"id":"W2970592162","doi":"10.15353/kinema.vi.1312","title":"The Influence of Adopting Widescreen Televisions on Egyptian Audience's Viewing Practice","year":2014,"lang":"en","type":"article","venue":"Kinema A Journal for Film and Audiovisual Media","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Advertising; Consumption (sociology); Sociology; Psychology; Media studies; Business; Social science","score_opus":0.03183628137934955,"score_gpt":0.3736153519909133,"score_spread":0.3417790706115637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970592162","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9969289,0.0001721356,0.000022134698,0.00012224192,0.0000027192966,0.0000029271728,0.000019101439,0.0000013996525,0.0027285267],"genre_scores_gemma":[0.99920386,0.00019486908,0.00002805086,0.000018826835,0.000002774319,0.000001713996,0.000009775881,8.847904e-7,0.0005391857],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99950385,0.00020164167,0.000030470495,0.000049018367,0.000096038864,0.00011891028],"domain_scores_gemma":[0.9973195,0.0011706579,0.0007637322,0.00005118722,0.00040634107,0.0002885531],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006104364,0.00014809708,0.0001431,0.00054259726,0.00060589524,0.0014409485,0.0001895892,0.00033894583,0.004637473],"category_scores_gemma":[0.0031839407,0.000100870086,0.0002275175,0.0005456736,0.00051793654,0.00036687814,0.00047204178,0.0004478829,0.00023742217],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039601512,0.00026335625,0.889912,0.00021323742,0.0001094557,0.0015911084,0.07099685,0.00016008699,0.004475415,0.000678623,0.0006153951,0.030588461],"study_design_scores_gemma":[0.0000041536564,0.000091345246,0.9364702,0.00005000316,0.0000396857,0.0001241992,0.06119792,0.00011085892,0.00031548136,0.000054868364,0.0015310411,0.000010172689],"about_ca_topic_score_codex":0.027256412,"about_ca_topic_score_gemma":0.03715642,"teacher_disagreement_score":0.027256412,"about_ca_system_score_codex":0.0009581402,"about_ca_system_score_gemma":0.0008284394,"threshold_uncertainty_score":0.054195523},"labels":[],"label_agreement":null},{"id":"W2978095904","doi":"","title":"Migration de GWT vers Angular 6 en utilisant l'IDM","year":2019,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Berger (Canada)","funders":"","keywords":"Humanities; JavaScript; XML; Art; Computer science; Philosophy; World Wide Web","score_opus":0.016222552965936377,"score_gpt":0.26225557360904284,"score_spread":0.24603302064310645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2978095904","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26286942,0.00042611774,0.48677063,0.0011324334,0.0033401246,0.00029080245,0.017130334,0.10308482,0.124955386],"genre_scores_gemma":[0.41849062,0.00042340046,0.48881003,0.00018220433,0.00017725112,0.00020564452,0.02510719,0.016260229,0.05034335],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99943644,0.00007074409,0.000031689506,0.00011531889,0.00020793104,0.00013792313],"domain_scores_gemma":[0.9989674,0.00017499647,0.00004259005,0.00045119852,0.00028685993,0.00007691283],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009410582,0.0012380152,0.0006286156,0.001990096,0.0010078109,0.00328641,0.0012450384,0.0009806784,0.0399818],"category_scores_gemma":[0.0038895924,0.0005489866,0.001326537,0.002222806,0.0005272281,0.0017990025,0.001818369,0.0014460746,0.015387296],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027863039,0.00044359537,0.021774065,0.00072831166,0.0002625966,0.0011042157,0.0029364987,0.1671604,0.047241677,0.05830728,0.11603175,0.5812234],"study_design_scores_gemma":[0.00033471742,0.00027086653,0.015034142,0.00029711358,0.00017993973,0.00040746195,0.002134213,0.5124592,0.06442334,0.030603886,0.3736495,0.00020557565],"about_ca_topic_score_codex":0.019530836,"about_ca_topic_score_gemma":0.019930284,"teacher_disagreement_score":0.0399818,"about_ca_system_score_codex":0.00067941414,"about_ca_system_score_gemma":0.0012932904,"threshold_uncertainty_score":0.13375247},"labels":[],"label_agreement":null},{"id":"W2984441090","doi":"10.5703/1288284317017","title":"Streaming Video PDA: Brace Yourself, Usage Is Coming","year":2019,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Popularity; Computer science; Point (geometry); State (computer science); Control (management); Work (physics); Resource (disambiguation); Artificial intelligence; Computer network; Engineering","score_opus":0.027496230897955543,"score_gpt":0.3331785169622596,"score_spread":0.30568228606430403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2984441090","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17677763,0.010131052,0.10153146,0.1978392,0.003746231,0.00079594605,0.0022914123,0.009041025,0.4978461],"genre_scores_gemma":[0.7681831,0.013787981,0.055596627,0.013854056,0.0020850287,0.00050022366,0.0012548604,0.0022735617,0.14246446],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99483216,0.0019208725,0.00019899078,0.0004624883,0.0021930933,0.00039227898],"domain_scores_gemma":[0.9876017,0.0040663457,0.0009956213,0.001303189,0.0041367793,0.001896335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005420328,0.00049807824,0.000303252,0.0012661669,0.0027218524,0.009395865,0.0013314151,0.0011640115,0.020176904],"category_scores_gemma":[0.019755958,0.00031425603,0.00040880198,0.0022671917,0.0022352354,0.010180588,0.0020828836,0.0022991137,0.0049546813],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00032230123,0.0004561671,0.02757156,0.0006997635,0.000050030587,0.00024286639,0.0051382217,0.0011088963,0.005385337,0.07818895,0.24085732,0.6399786],"study_design_scores_gemma":[0.00008182145,0.0010423345,0.04463796,0.0010614835,0.00014573346,0.00075510883,0.017169748,0.008114481,0.00941136,0.028424002,0.8888737,0.00028219126],"about_ca_topic_score_codex":0.022134483,"about_ca_topic_score_gemma":0.02240244,"teacher_disagreement_score":0.022134483,"about_ca_system_score_codex":0.0044325697,"about_ca_system_score_gemma":0.004254193,"threshold_uncertainty_score":0.067498505},"labels":[],"label_agreement":null},{"id":"W2989976804","doi":"","title":"트랜스미디어 콘텐츠-플랫폼으로서의 인터랙티브 다큐멘터리","year":2018,"lang":"ko","type":"article","venue":"문학과영상","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Interactivity; Context (archaeology); Representation (politics); Movie theater; Multimedia; Computer science; Sociology; Visual arts; Art; History; Political science","score_opus":0.04550867227554401,"score_gpt":0.3712439135675087,"score_spread":0.3257352412919647,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2989976804","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.049057975,0.00806586,0.03692941,0.00800362,0.0014021222,0.00014761518,0.00023605041,0.00021767979,0.8959397],"genre_scores_gemma":[0.82375395,0.0051656505,0.015916351,0.0017479204,0.000797569,0.0001905307,0.000247367,0.0001822007,0.15199849],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984363,0.00055868196,0.000092812756,0.00026894448,0.00046838174,0.00017489424],"domain_scores_gemma":[0.99824995,0.00065628253,0.0002388368,0.00028017038,0.00042631914,0.00014852898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014234559,0.00036925628,0.00020259521,0.0013389055,0.0027897167,0.00640333,0.00067391526,0.0013329034,0.009019065],"category_scores_gemma":[0.0029503494,0.00013747899,0.00026856168,0.0014580111,0.010033898,0.005382334,0.0024231214,0.0017413335,0.0022267713],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038694092,0.00002069793,0.0011583037,0.00026421616,0.000008197287,0.00029622455,0.031379137,0.00008611965,0.0023740185,0.9057616,0.010159635,0.04845311],"study_design_scores_gemma":[0.000008740005,0.000060830396,0.0028848993,0.00042315788,0.00001648878,0.0012461036,0.01676519,0.0003655244,0.0029121158,0.08040443,0.89487594,0.00003662196],"about_ca_topic_score_codex":0.0025761311,"about_ca_topic_score_gemma":0.0027010336,"teacher_disagreement_score":0.009019065,"about_ca_system_score_codex":0.002252177,"about_ca_system_score_gemma":0.0015591714,"threshold_uncertainty_score":0.030171812},"labels":[],"label_agreement":null},{"id":"W2998732150","doi":"10.12745/et.22.2.3964","title":"A New Performance Strategy for a Twelve-Station, One-Day York Cycle","year":2019,"lang":"en","type":"article","venue":"Early Theatre","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Schedule; Operations research; Span (engineering); Computer science; Operations management; History; Economics; Engineering; Civil engineering; Operating system","score_opus":0.035976390193498305,"score_gpt":0.3077488234922591,"score_spread":0.27177243329876083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998732150","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16165128,0.00028224217,0.34889045,0.0058777295,0.00022931203,0.0010994987,0.0005451771,0.00070556736,0.48071882],"genre_scores_gemma":[0.7095546,0.00026062058,0.14434886,0.00021197005,0.000033294164,0.0007273838,0.00040556808,0.00020542784,0.1442523],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871504,0.0004157282,0.000045724322,0.00024421435,0.00033651863,0.00024276538],"domain_scores_gemma":[0.9992968,0.00007727608,0.0000395463,0.00006725436,0.00025367617,0.00026550802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010625912,0.000666053,0.00031164987,0.00092808856,0.0022044058,0.0051866835,0.0018531344,0.0009868781,0.015745932],"category_scores_gemma":[0.0018340434,0.000396336,0.00026573072,0.0006818677,0.0023877146,0.0033309686,0.002384136,0.001283479,0.0027594655],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024416522,0.00015586625,0.0036620782,0.00012258667,0.000012924939,0.00015690216,0.0052829087,0.036941543,0.0034257502,0.84834075,0.019519143,0.0821355],"study_design_scores_gemma":[0.00019248972,0.001521872,0.013428818,0.00044122624,0.00003356496,0.00043631752,0.025619509,0.16780852,0.005419356,0.2603879,0.52437514,0.0003353042],"about_ca_topic_score_codex":0.040894773,"about_ca_topic_score_gemma":0.079246834,"teacher_disagreement_score":0.040894773,"about_ca_system_score_codex":0.0070889397,"about_ca_system_score_gemma":0.0072567943,"threshold_uncertainty_score":0.08131349},"labels":[],"label_agreement":null},{"id":"W2998856265","doi":"10.1109/access.2020.2964630","title":"Software-Based Video–Audio Production Mixer via an IP Network","year":2020,"lang":"en","type":"article","venue":"IEEE Access","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Computer science; Audio over Ethernet; Software; Audio signal processing; Computer network; Speech coding; Audio signal; Operating system; Speech recognition","score_opus":0.10037674782076043,"score_gpt":0.3766048480771001,"score_spread":0.27622810025633965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2998856265","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.083288535,0.00044410295,0.8739659,0.00013191518,0.00022576713,0.0005133075,0.00014084813,0.00784781,0.033441763],"genre_scores_gemma":[0.58718055,0.0003327295,0.37666166,0.00018271133,0.00024642624,0.0004936726,0.00046284086,0.0004949837,0.033944353],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9992913,0.00013320977,0.00003772866,0.00015565724,0.00030272768,0.000079316625],"domain_scores_gemma":[0.9994918,0.00015033135,0.00005709255,0.00007462453,0.00016705228,0.000059109923],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007203,0.0005510592,0.00033051017,0.0008853851,0.0003348655,0.0010446328,0.001044179,0.00043466533,0.009076001],"category_scores_gemma":[0.00075459544,0.00026142076,0.00031171137,0.00039566625,0.00025669666,0.0010204673,0.00077209255,0.0005650952,0.0024820394],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009401128,0.0005042498,0.0026449843,0.00046837167,0.00007461214,0.00040566863,0.0004470517,0.004787817,0.51217526,0.010188822,0.0053438507,0.46201923],"study_design_scores_gemma":[0.00056088547,0.0048541375,0.0081031835,0.00015927076,0.00035646747,0.00221175,0.0002421302,0.17299655,0.61996305,0.003571792,0.18683913,0.00014166455],"about_ca_topic_score_codex":0.00028913742,"about_ca_topic_score_gemma":0.00028642092,"teacher_disagreement_score":0.009076001,"about_ca_system_score_codex":0.0002818827,"about_ca_system_score_gemma":0.00034583494,"threshold_uncertainty_score":0.030362248},"labels":[],"label_agreement":null},{"id":"W3002709785","doi":"","title":"The Academic Mainstream | Streaming Video","year":2017,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Mainstream; Multimedia; Computer science; World Wide Web; Media studies; Sociology; Library science; Telecommunications; Political science; Law","score_opus":0.05390609396575311,"score_gpt":0.3929315872255008,"score_spread":0.3390254932597477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3002709785","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03551325,0.036926836,0.0017514415,0.2515833,0.0075729154,0.00016124152,0.0012402311,0.0006905448,0.6645603],"genre_scores_gemma":[0.46337968,0.06725943,0.0015116172,0.1249946,0.021888781,0.0002696286,0.0022994555,0.0012307622,0.31716603],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9935592,0.0013412982,0.00024003976,0.0005454489,0.003225474,0.0010885248],"domain_scores_gemma":[0.98342854,0.004487485,0.001407164,0.00091408903,0.0034707105,0.0062920116],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034240624,0.00038642943,0.00046427254,0.0025901464,0.0053947154,0.015893828,0.0013735095,0.003085789,0.11292593],"category_scores_gemma":[0.024263505,0.00030133573,0.00024232526,0.0044644005,0.0039568106,0.014916926,0.008528764,0.0037649486,0.027164115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009496534,0.00013032083,0.008317898,0.00061970577,0.0000070723536,0.0004538056,0.01897463,0.000028697581,0.00037492026,0.054360386,0.626495,0.29014263],"study_design_scores_gemma":[0.00001027093,0.0000472084,0.006065221,0.0007444127,0.000005211313,0.0005528757,0.019418638,0.00004613532,0.00013121325,0.0072883745,0.9656763,0.000014240871],"about_ca_topic_score_codex":0.008813516,"about_ca_topic_score_gemma":0.009142878,"teacher_disagreement_score":0.11292593,"about_ca_system_score_codex":0.004305306,"about_ca_system_score_gemma":0.0054061003,"threshold_uncertainty_score":0.3777749},"labels":[],"label_agreement":null},{"id":"W3013658394","doi":"10.21125/inted.2020.1959","title":"IMMERSIVE MEDIA AS A MODALITY FOR LIVE MULTI-SITE VIRTUAL CONFERENCE","year":2020,"lang":"en","type":"article","venue":"INTED proceedings","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Marie curie; Modality (human–computer interaction); University hospital; Curie; Library science; Media studies; Telecommunications; Medicine; Sociology; Computer science; Family medicine; Physics; Artificial intelligence; Business; Curie temperature","score_opus":0.11040599793674798,"score_gpt":0.3625737960219823,"score_spread":0.2521677980852343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3013658394","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46147856,0.01866117,0.3223643,0.004726707,0.002721163,0.0008936852,0.00152122,0.0049527977,0.18268041],"genre_scores_gemma":[0.85136914,0.0038771622,0.11293739,0.00078668055,0.00090803514,0.00064420287,0.00041549493,0.00036354133,0.028698366],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937207,0.00033084978,0.000017229884,0.000051976534,0.00016934273,0.000058551865],"domain_scores_gemma":[0.9985065,0.0010181423,0.000049737762,0.00011535891,0.00014271303,0.00016755883],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092752854,0.00043148588,0.00023841482,0.0005934762,0.00054969033,0.0023950587,0.00071425806,0.0006828301,0.018343698],"category_scores_gemma":[0.002447428,0.00017246348,0.00033803534,0.00032995132,0.00046994266,0.0019697656,0.0030262102,0.00067484716,0.0016583303],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021843489,0.0008982025,0.003434902,0.0016857076,0.00014383126,0.0010540809,0.0051976684,0.0035424863,0.111346155,0.015142633,0.032907978,0.8224621],"study_design_scores_gemma":[0.0012445778,0.010529923,0.045236044,0.0027337077,0.00087444735,0.012201614,0.018516969,0.104780115,0.15070137,0.030657591,0.621556,0.0009675623],"about_ca_topic_score_codex":0.00028707075,"about_ca_topic_score_gemma":0.0009128898,"teacher_disagreement_score":0.018343698,"about_ca_system_score_codex":0.0001562497,"about_ca_system_score_gemma":0.00022408196,"threshold_uncertainty_score":0.061365724},"labels":[],"label_agreement":null},{"id":"W3021449835","doi":"10.5555/3370272.3370281","title":"City on the river: visualizing temporal collaboration.","year":2019,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; Polytechnique Montréal; University of Toronto","funders":"","keywords":"Computer science; Visualization; Data science; Artificial intelligence","score_opus":0.02268694263075721,"score_gpt":0.30038964084674297,"score_spread":0.27770269821598575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021449835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42450905,0.0074717356,0.32789832,0.005112356,0.0009492314,0.0009621524,0.08258099,0.054095507,0.09642065],"genre_scores_gemma":[0.7294719,0.0023735696,0.22135596,0.00031598422,0.00012577437,0.00052412687,0.022758547,0.0032473698,0.019826869],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996487,0.00010371716,0.000017875936,0.00009035448,0.000080610866,0.000058761485],"domain_scores_gemma":[0.99914813,0.00031924286,0.00008277889,0.0001020743,0.00014632489,0.00020133975],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.000546794,0.00065291603,0.00042438612,0.002748546,0.0011777662,0.0026109596,0.0008418378,0.00083133247,0.013101201],"category_scores_gemma":[0.002396757,0.00031487294,0.0005299001,0.0034427275,0.00045229043,0.0018998239,0.002909286,0.00069569505,0.0019939533],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023827795,0.00040340397,0.049408395,0.0033725617,0.00062361907,0.0039484687,0.033527467,0.028630434,0.03627797,0.048874512,0.3928298,0.39972058],"study_design_scores_gemma":[0.00036957368,0.00024348158,0.09651018,0.0013071448,0.0003763234,0.0018873431,0.029146465,0.25083193,0.014295075,0.05079265,0.55391437,0.00032546534],"about_ca_topic_score_codex":0.04734948,"about_ca_topic_score_gemma":0.122635305,"teacher_disagreement_score":0.99725145,"about_ca_system_score_codex":0.00059836014,"about_ca_system_score_gemma":0.0014325973,"threshold_uncertainty_score":0.09414774},"labels":[],"label_agreement":null},{"id":"W3022128934","doi":"10.1177/1471301220924578","title":"Virtual special issue – Using touchscreen tablets for virtual connection","year":2020,"lang":"en","type":"article","venue":"Dementia","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alzheimer Society of Canada; University of British Columbia","funders":"","keywords":"Touchscreen; Connection (principal bundle); Human–computer interaction; Computer science; Dementia; Psychology; Medicine; Engineering; Mechanical engineering","score_opus":0.06668881125958465,"score_gpt":0.33977383176797177,"score_spread":0.2730850205083871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022128934","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020468447,0.0789653,0.008027314,0.052548606,0.6033505,0.00039012762,0.0018095783,0.0021231747,0.23231697],"genre_scores_gemma":[0.07857949,0.04294758,0.0041807764,0.017830836,0.4751436,0.0002679171,0.0023608573,0.0009815096,0.3777075],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9990669,0.00015026516,0.00013260663,0.00014479786,0.00034973898,0.00015577328],"domain_scores_gemma":[0.9960641,0.0010708006,0.00029457372,0.00035610225,0.0009988563,0.0012155204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015083029,0.0009903631,0.0008752355,0.0025787214,0.0016921592,0.004333709,0.0016509355,0.0035338672,0.10161465],"category_scores_gemma":[0.0042385734,0.00029549727,0.0009166647,0.00090265815,0.0008390701,0.0032151986,0.0024736547,0.0019204007,0.018895729],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023753103,0.0001555467,0.0011684179,0.0009393428,0.00003897831,0.0010208325,0.00013125066,0.000096311465,0.0022082275,0.0017558843,0.8167826,0.17546512],"study_design_scores_gemma":[0.00002347679,0.00026087812,0.0031843868,0.00033887615,0.000039705876,0.003261194,0.0001443788,0.00021978407,0.0010074067,0.001350173,0.9901488,0.000021034988],"about_ca_topic_score_codex":0.0005272623,"about_ca_topic_score_gemma":0.0013440663,"teacher_disagreement_score":0.10161465,"about_ca_system_score_codex":0.00055181346,"about_ca_system_score_gemma":0.001132062,"threshold_uncertainty_score":0.3399349},"labels":[],"label_agreement":null},{"id":"W3022440137","doi":"10.5555/3370272.3370276","title":"A multi-dimensional quality analysis of Android applications.","year":2019,"lang":"en","type":"article","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Android (operating system); Operating system","score_opus":0.02397968667797771,"score_gpt":0.32116361682897787,"score_spread":0.29718393015100014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022440137","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6992221,0.004616199,0.27068108,0.0004930724,0.00035206918,0.00053733826,0.0066486513,0.006232757,0.011216759],"genre_scores_gemma":[0.9453226,0.00063899055,0.048681125,0.000046584453,0.00006651985,0.00013520909,0.0025015392,0.00020467157,0.0024028555],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99881315,0.00016164106,0.000081343365,0.00014895503,0.0007054231,0.00008951337],"domain_scores_gemma":[0.99702543,0.000541493,0.00043263228,0.00025536312,0.0016135875,0.00013148665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008117101,0.00059563835,0.00043083975,0.0034183513,0.00027696925,0.001169033,0.0004277193,0.00043335152,0.002016141],"category_scores_gemma":[0.0040355087,0.00020005199,0.0006482747,0.0017475154,0.00020900859,0.0007921684,0.00080194446,0.00038703255,0.0008825954],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020885877,0.00057949557,0.116754405,0.001109065,0.0004871765,0.00065108284,0.0009714216,0.028402431,0.13364834,0.0024465898,0.017347679,0.69551384],"study_design_scores_gemma":[0.000057155426,0.00080795283,0.44924366,0.0001268611,0.0002296643,0.0012804175,0.0008923942,0.5066092,0.029040903,0.0015752994,0.009977947,0.0001585599],"about_ca_topic_score_codex":0.004409973,"about_ca_topic_score_gemma":0.0043286216,"teacher_disagreement_score":0.004409973,"about_ca_system_score_codex":0.00045952026,"about_ca_system_score_gemma":0.000260453,"threshold_uncertainty_score":0.008768618},"labels":[],"label_agreement":null},{"id":"W3088076465","doi":"10.1177/1527476420959770","title":"The Illusion of Control: History and Criticism of Interactive Television","year":2020,"lang":"en","type":"article","venue":"Television & New Media","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Interactivity; Interactive television; Meaning (existential); Criticism; Term (time); Advertising; Television studies; Ideology; Control (management); Multimedia; Order (exchange); Function (biology); Computer science; Sociology; Media studies; Psychology; Political science; Business; Politics; Law","score_opus":0.04413092692679911,"score_gpt":0.3074031496863497,"score_spread":0.2632722227595506,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3088076465","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024952762,0.13964647,0.009145816,0.1593338,0.005080219,0.0000438816,0.000078148514,0.000117113836,0.6616018],"genre_scores_gemma":[0.838058,0.060865432,0.002149898,0.037357356,0.01567905,0.000181016,0.00006746853,0.0004134411,0.04522825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99189985,0.0044279452,0.00020021413,0.00091145915,0.0020476524,0.00051299663],"domain_scores_gemma":[0.97756517,0.019639114,0.00060414395,0.0007944057,0.0010379835,0.00035923754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0066956477,0.00075619324,0.00074046047,0.0036016465,0.0077847377,0.017392632,0.002729505,0.010706109,0.0037291509],"category_scores_gemma":[0.015344132,0.00053989684,0.0005022584,0.0041424986,0.08191905,0.011054412,0.0054266886,0.017504923,0.0006200741],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019132367,0.000007833105,0.00010823719,0.000073066934,0.0000037931156,0.00012723173,0.023543585,0.00007588309,0.000060126382,0.9612441,0.0072999303,0.0074372035],"study_design_scores_gemma":[0.000029429788,0.00004833917,0.00072353793,0.001401255,0.000013790044,0.0005446248,0.015717795,0.0006851695,0.00044564952,0.3201248,0.66020936,0.000056250636],"about_ca_topic_score_codex":0.00888435,"about_ca_topic_score_gemma":0.0049644634,"teacher_disagreement_score":0.017392632,"about_ca_system_score_codex":0.012588789,"about_ca_system_score_gemma":0.0038359077,"threshold_uncertainty_score":0.091338456},"labels":[],"label_agreement":null},{"id":"W3090560664","doi":"10.4307/jsee.68.5_68","title":"A Practical Example of System Development Education through Construction of Basketball Data Management System","year":2020,"lang":"en","type":"article","venue":"Journal of JSEE","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Basketball; PDCA; Computer science; Multimedia; Order (exchange); Management system; Engineering management; Engineering; Operations management","score_opus":0.19173903785793187,"score_gpt":0.3976380420205423,"score_spread":0.20589900416261045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090560664","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09796478,0.00029117765,0.8413466,0.0017960889,0.00018408548,0.0018131926,0.00057883264,0.01439064,0.041634586],"genre_scores_gemma":[0.189213,0.0002600408,0.7876543,0.00023775025,0.00004776334,0.0006390125,0.0007846803,0.0009511353,0.020212319],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99774677,0.00090116076,0.00017520919,0.0003626431,0.00057230203,0.00024188786],"domain_scores_gemma":[0.99667656,0.0011170877,0.000116188494,0.00074296154,0.00087542855,0.00047174378],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033780346,0.00062139635,0.00031578925,0.0014921125,0.0012770595,0.002276958,0.0011409502,0.00075727707,0.0113493325],"category_scores_gemma":[0.0048123873,0.00050638244,0.00046853148,0.0011757218,0.00060560624,0.0023529509,0.00199435,0.0011517676,0.0031707454],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00066256744,0.0016457813,0.021621544,0.0012523328,0.000090834386,0.0036635406,0.013654155,0.011817919,0.07005665,0.053127285,0.030583665,0.79182386],"study_design_scores_gemma":[0.000521988,0.0021456522,0.02527129,0.0008829343,0.00017575586,0.0034637246,0.005752674,0.15742262,0.12899067,0.023759084,0.6512912,0.00032247408],"about_ca_topic_score_codex":0.0031494743,"about_ca_topic_score_gemma":0.0026295346,"teacher_disagreement_score":0.0113493325,"about_ca_system_score_codex":0.0008655133,"about_ca_system_score_gemma":0.0023587393,"threshold_uncertainty_score":0.037967265},"labels":[],"label_agreement":null},{"id":"W3093293472","doi":"10.1109/access.2021.3057803","title":"Design of Interactive Visualizations for Next-Generation Ultra-Large Communication Networks","year":2021,"lang":"en","type":"article","venue":"IEEE Access","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Node (physics); Visualization; Computer network; Quality of service; Network planning and design; The Internet; Service (business); Distributed computing; Network monitoring; Network management; Data mining; World Wide Web","score_opus":0.21185816026760065,"score_gpt":0.44898495563964913,"score_spread":0.23712679537204848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093293472","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023512248,0.00016627242,0.95921516,0.00029538406,0.000072948525,0.0002445984,0.00021621253,0.011686204,0.0045908787],"genre_scores_gemma":[0.29622453,0.00042341958,0.694473,0.00015720344,0.000060853818,0.00079653226,0.0005834094,0.001957552,0.005323495],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993773,0.00026982898,0.000038380964,0.00008080477,0.0001715157,0.000062118634],"domain_scores_gemma":[0.99829406,0.00084457925,0.00011344995,0.00019055868,0.00034465664,0.00021274219],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013338341,0.001023332,0.00047365448,0.0007583072,0.00070620235,0.0016618646,0.0018623814,0.00063587725,0.010020578],"category_scores_gemma":[0.0044075367,0.00069998426,0.0006777447,0.00040241444,0.0005333671,0.0017154497,0.0023959796,0.00086404325,0.001127553],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022498504,0.000615208,0.008553272,0.0011923958,0.00031478377,0.0025494338,0.007125351,0.2015196,0.20293497,0.048509695,0.048612796,0.4758226],"study_design_scores_gemma":[0.00024507372,0.0003791644,0.0027008355,0.00013742775,0.00010670932,0.0005384297,0.00059023907,0.8475251,0.05303823,0.017596796,0.07697658,0.00016532697],"about_ca_topic_score_codex":0.0013017141,"about_ca_topic_score_gemma":0.001441564,"teacher_disagreement_score":0.010020578,"about_ca_system_score_codex":0.0005171588,"about_ca_system_score_gemma":0.00051965046,"threshold_uncertainty_score":0.03352219},"labels":[],"label_agreement":null},{"id":"W3114489350","doi":"10.1109/isncc49221.2020.9297201","title":"OpenISS as a Near-Realtime Composable Broadcast Service for Performing Arts and Beyond","year":2020,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Computer science; Scalability; Multimedia; Suite; SOAP; Rest (music); Service (business); The Internet; Architecture; Graphics; World Wide Web; Computer graphics (images); Operating system","score_opus":0.07319022013901129,"score_gpt":0.35889383956603854,"score_spread":0.28570361942702727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114489350","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026538542,0.00094543834,0.46569657,0.0010886927,0.00090198487,0.0006483638,0.0054929056,0.2930672,0.2056204],"genre_scores_gemma":[0.4020843,0.0018308192,0.2377453,0.0012751744,0.0010088515,0.0013180313,0.032504905,0.048416473,0.2738161],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992244,0.000101033,0.000037897564,0.0000980636,0.000371362,0.00016722083],"domain_scores_gemma":[0.99878365,0.0001811408,0.00005993898,0.00031095266,0.000256821,0.0004075454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001140369,0.0009391695,0.0006509992,0.0015440343,0.0010391417,0.0030803971,0.0018323533,0.0011908176,0.036918722],"category_scores_gemma":[0.002662224,0.00041157196,0.0006388072,0.0010847849,0.00063767,0.0030692166,0.0045731585,0.0013559497,0.017550373],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0024356814,0.0005298978,0.0039340938,0.00090447837,0.00011825258,0.0013717391,0.0044056545,0.0051967893,0.070413545,0.108232476,0.32112512,0.48133227],"study_design_scores_gemma":[0.00014350112,0.00013738465,0.0025471465,0.00011598256,0.000043332326,0.00044250343,0.0005906055,0.028263692,0.020414205,0.024591671,0.9225824,0.00012760381],"about_ca_topic_score_codex":0.0038644408,"about_ca_topic_score_gemma":0.00482823,"teacher_disagreement_score":0.036918722,"about_ca_system_score_codex":0.00106184,"about_ca_system_score_gemma":0.0013035317,"threshold_uncertainty_score":0.12350547},"labels":[],"label_agreement":null},{"id":"W3121008388","doi":"","title":"Veem introduces Quickbooks and Xero for Canadian users","year":2019,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; Computer science","score_opus":0.022018055978131643,"score_gpt":0.307621386707069,"score_spread":0.28560333072893734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121008388","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012223471,0.00212388,0.007912471,0.0089026885,0.0040859543,0.00017577315,0.0057305368,0.019043993,0.9508024],"genre_scores_gemma":[0.0033833412,0.0013814777,0.006191522,0.0019331279,0.0003197632,0.000064366075,0.0018155372,0.0035602946,0.98135054],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99907243,0.000053613134,0.000018116594,0.00008488822,0.00055050105,0.00022046758],"domain_scores_gemma":[0.99622416,0.00035023116,0.000064035165,0.00022720695,0.0017431248,0.0013912189],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010519044,0.001269035,0.00044091843,0.0021257054,0.0044914107,0.0061729606,0.0017034042,0.0017638634,0.5385156],"category_scores_gemma":[0.004870735,0.00074347504,0.000611699,0.0024158948,0.0011369523,0.005455297,0.0030551143,0.0020768938,0.25841236],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018668796,0.000013124545,0.000114473725,0.000041449082,0.0000011979375,0.000043810654,0.00015224818,0.00003225439,0.00023091448,0.0037793487,0.9585185,0.037053946],"study_design_scores_gemma":[0.0000027465712,0.000003133642,0.00009762095,0.000018106379,0.0000010140938,0.000027656632,0.00011109742,0.000019492803,0.00005950191,0.00024921584,0.99940276,0.000007655451],"about_ca_topic_score_codex":0.37543336,"about_ca_topic_score_gemma":0.7829384,"teacher_disagreement_score":0.6245667,"about_ca_system_score_codex":0.0061805914,"about_ca_system_score_gemma":0.011517608,"threshold_uncertainty_score":0.7464962},"labels":[],"label_agreement":null},{"id":"W3124934762","doi":"","title":"From TV to Twitter: How Ambient News Became Ambient Journalism","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Citizen journalism; Journalism; Technical Journalism; News media; Digital media; Meaning (existential); The Internet; Media studies; Audience participation; Public relations; Citizen media; Political science; Sociology; Advertising; Internet privacy; Computer science; Business; World Wide Web; Psychology; Law","score_opus":0.017342432786933728,"score_gpt":0.3043566671514265,"score_spread":0.2870142343644928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124934762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47690392,0.0025921594,0.0154109085,0.027701622,0.0017564376,0.00009406752,0.00033696613,0.0005721883,0.47463185],"genre_scores_gemma":[0.9791045,0.0007825148,0.0017682735,0.0012277985,0.0004192916,0.000051356,0.000093998045,0.0002540226,0.016298303],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99790895,0.0012883282,0.0000713197,0.00024581386,0.000255683,0.00022990929],"domain_scores_gemma":[0.9965938,0.0020643196,0.0002490903,0.00033261155,0.00031379238,0.00044635995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023782288,0.0002831854,0.00022185997,0.0013877526,0.0057126204,0.013949578,0.00064357364,0.0016370767,0.008247019],"category_scores_gemma":[0.0074325968,0.00037119127,0.00045368602,0.0013962361,0.0065268483,0.0150531735,0.0062953224,0.0022053104,0.0015821281],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039662284,0.00013340935,0.016571254,0.0004113419,0.000048942133,0.0031561095,0.5978045,0.0004064806,0.0051914398,0.27060744,0.020543443,0.084728986],"study_design_scores_gemma":[0.00008973225,0.00017402967,0.018463992,0.00053747476,0.00009637513,0.0013508725,0.23896375,0.002081432,0.003629057,0.09991691,0.6345434,0.00015294309],"about_ca_topic_score_codex":0.0030198826,"about_ca_topic_score_gemma":0.0047196234,"teacher_disagreement_score":0.013949578,"about_ca_system_score_codex":0.0019920187,"about_ca_system_score_gemma":0.0009130338,"threshold_uncertainty_score":0.027589023},"labels":[],"label_agreement":null},{"id":"W3125361014","doi":"10.3390/informatics8010003","title":"Thai Tattoo Wisdom’s Representation of Knowledge by Ontology","year":2021,"lang":"en","type":"article","venue":"Informatics","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Humanities Research Group, University of Windsor; Khon Kaen University","keywords":"Ontology; Computer science; Automation; Process ontology; Domain (mathematical analysis); Suggested Upper Merged Ontology; Quality (philosophy); Upper ontology; Representation (politics); Knowledge representation and reasoning; Protégé; Ontology-based data integration; Information retrieval; Domain knowledge; Knowledge management; Data science; Artificial intelligence; Engineering; Mathematics; Semantic Web; Political science","score_opus":0.04248236596258875,"score_gpt":0.38005909852556946,"score_spread":0.3375767325629807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125361014","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1552699,0.0020904748,0.4977776,0.0076665697,0.00032199782,0.00030897468,0.00084450416,0.0008300708,0.33488986],"genre_scores_gemma":[0.78420764,0.0012461382,0.18618175,0.00036610427,0.00003673355,0.00015148465,0.00063567626,0.00013621694,0.027038218],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99886394,0.00040913356,0.0001317541,0.00015427565,0.0003542958,0.00008671908],"domain_scores_gemma":[0.99836093,0.0005245624,0.00015126627,0.00042569896,0.00042328378,0.00011421814],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012887052,0.0002701954,0.00020376747,0.002168956,0.0014160865,0.0047817463,0.00062739704,0.00060104544,0.004368745],"category_scores_gemma":[0.003280734,0.00024629553,0.00048747758,0.0026136243,0.0030472467,0.0057277316,0.0022881876,0.0008813168,0.00059189816],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000799271,0.000041777937,0.0054995553,0.0004507902,0.000049845006,0.0008626091,0.036241256,0.008594268,0.0027333214,0.7370847,0.009101923,0.19926016],"study_design_scores_gemma":[0.000028013474,0.00008244044,0.007328895,0.0005775832,0.000116683965,0.0016151017,0.029242873,0.067311905,0.003971519,0.44554967,0.44405943,0.00011593204],"about_ca_topic_score_codex":0.01717712,"about_ca_topic_score_gemma":0.020876763,"teacher_disagreement_score":0.01717712,"about_ca_system_score_codex":0.0019083522,"about_ca_system_score_gemma":0.0030282422,"threshold_uncertainty_score":0.034154236},"labels":[],"label_agreement":null},{"id":"W3137800099","doi":"10.1145/3244410","title":"Session details: Handheld computing (HHC)","year":2005,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Session (web analytics); Computer science; Mobile device; Mobile computing; Operating system; World Wide Web","score_opus":0.045258498931981035,"score_gpt":0.36951758083797015,"score_spread":0.3242590819059891,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137800099","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003769019,0.002824242,0.0028814096,0.0048472346,0.011082725,0.00077283377,0.008126936,0.0028276944,0.96286786],"genre_scores_gemma":[0.012144045,0.0018231841,0.00048374984,0.00093178643,0.0016220252,0.00021005371,0.0018879953,0.00040709783,0.98049],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999647,0.000047050053,0.000015610181,0.00008713446,0.00010716087,0.00009609769],"domain_scores_gemma":[0.99817526,0.0005826867,0.000036952875,0.0001903288,0.00038315082,0.00063162006],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006074914,0.0012629307,0.0017295626,0.000637628,0.002078093,0.0028422798,0.0011509197,0.003596737,0.90801114],"category_scores_gemma":[0.0019931868,0.00023785878,0.000847956,0.0008022793,0.00036583058,0.0013496547,0.0012453906,0.0016151638,0.7260013],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006919033,0.00030084018,0.00036113165,0.00045468958,0.000018171258,0.00018510272,0.00009923778,0.000062542844,0.0032936144,0.0010050859,0.9034705,0.09005721],"study_design_scores_gemma":[0.00011996906,0.00028873648,0.0019499068,0.00016255623,0.000020914886,0.00021881446,0.00010543241,0.00022100078,0.0011552148,0.00061673997,0.99511945,0.000021311698],"about_ca_topic_score_codex":0.0017237196,"about_ca_topic_score_gemma":0.003228253,"teacher_disagreement_score":0.09198886,"about_ca_system_score_codex":0.00046432592,"about_ca_system_score_gemma":0.00056956575,"threshold_uncertainty_score":0.13121092},"labels":[],"label_agreement":null},{"id":"W3143936383","doi":"10.18280/isi.260101","title":"A Brief of Review: Multimedia Authoring Tool Attributes","year":2021,"lang":"en","type":"article","venue":"Ingénierie des systèmes d information","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Multimedia; Animation; Interactive media; Interfacing; Authoring system; Scripting language; Software; Presentation (obstetrics)","score_opus":0.033087440976095166,"score_gpt":0.30492309077656093,"score_spread":0.27183564980046576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143936383","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00024256225,0.9941664,0.00026976422,0.00095991016,0.0011256633,0.000017817534,0.00008135401,0.000019355215,0.003117219],"genre_scores_gemma":[0.0017645399,0.9946727,0.00047647624,0.00074422546,0.0008531663,0.000026752234,0.0001551247,0.000008205719,0.0012987123],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987728,0.00021296238,0.00026386173,0.00017511594,0.0004995578,0.00007569533],"domain_scores_gemma":[0.9936354,0.0031783364,0.0008388136,0.00013209943,0.0019701524,0.00024510242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001259281,0.00097325025,0.0013433306,0.008017988,0.00068218616,0.0029916395,0.0011899616,0.002015344,0.009645534],"category_scores_gemma":[0.0074506677,0.0004980184,0.0011543388,0.009421054,0.0006652628,0.0046243686,0.0008723659,0.001675258,0.003953783],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011586983,0.00009300375,0.0006731396,0.106932364,0.00012546607,0.00043762694,0.0004256489,0.00035754096,0.0016038596,0.006818975,0.1372503,0.7451663],"study_design_scores_gemma":[0.000009677462,0.00008552013,0.0012815993,0.0209948,0.00021939406,0.0016291759,0.00031948875,0.00008031115,0.000560186,0.0013577818,0.9734292,0.000032994096],"about_ca_topic_score_codex":0.0030599788,"about_ca_topic_score_gemma":0.0033959057,"teacher_disagreement_score":0.009645534,"about_ca_system_score_codex":0.0015451006,"about_ca_system_score_gemma":0.004065347,"threshold_uncertainty_score":0.03226751},"labels":[],"label_agreement":null},{"id":"W3157183635","doi":"10.4000/books.editionscnrs.45382","title":"Le développement de TCL dans le domaine de la téléphonie mobile","year":2016,"lang":"fr","type":"book-chapter","venue":"CNRS Éditions eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.027157751536706146,"score_gpt":0.2984053009450662,"score_spread":0.27124754940836004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157183635","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013315188,0.035009153,0.030324154,0.006063898,0.0012562944,0.00012840406,0.00014117404,0.0004313355,0.9133304],"genre_scores_gemma":[0.14858742,0.04014956,0.029841028,0.0027832128,0.00096937804,0.00019310595,0.0003633423,0.0008175525,0.7762954],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992393,0.00016759036,0.000032215794,0.000117847994,0.00035746096,0.00008559083],"domain_scores_gemma":[0.99898356,0.0004982164,0.00003504575,0.00010629702,0.00029156607,0.00008540146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009190754,0.0005022297,0.00019640013,0.0020178747,0.0015003547,0.005021007,0.0007566902,0.001734104,0.009535528],"category_scores_gemma":[0.0016369575,0.00033829117,0.00029525592,0.0024194184,0.0033220819,0.0038844652,0.0013411696,0.0019517527,0.0036171714],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033978315,0.000041344567,0.00023135835,0.0004984694,0.0000045464044,0.00043544304,0.009992604,0.0006722906,0.004634085,0.7177259,0.04203464,0.22369543],"study_design_scores_gemma":[0.0000035787339,0.00001754038,0.00017808813,0.0002533565,0.0000024538617,0.0003379719,0.00072867965,0.00067493436,0.0015229628,0.0076746624,0.9885959,0.000009963545],"about_ca_topic_score_codex":0.019496242,"about_ca_topic_score_gemma":0.01919221,"teacher_disagreement_score":0.019496242,"about_ca_system_score_codex":0.007238963,"about_ca_system_score_gemma":0.0037690522,"threshold_uncertainty_score":0.05252266},"labels":[],"label_agreement":null},{"id":"W3173864908","doi":"","title":"The Future of SatCom in Canada: New Technologies Needed","year":2021,"lang":"en","type":"article","venue":"Online Journal of Space Communication","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Telecommunications; Communications satellite; Computer science; Engineering; Political science; Remote sensing; Satellite; Geography","score_opus":0.02115691796203955,"score_gpt":0.31187868277932895,"score_spread":0.2907217648172894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173864908","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05376413,0.043407332,0.00546717,0.67735326,0.0050915466,0.00017462064,0.003332366,0.00061842566,0.21079116],"genre_scores_gemma":[0.74195004,0.055038694,0.014042609,0.06117185,0.0013688108,0.00009689816,0.002018575,0.0002493567,0.124063246],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969248,0.00028977942,0.000065584114,0.00018751578,0.0011256674,0.0014066272],"domain_scores_gemma":[0.9881236,0.0008756739,0.00030790537,0.00016842723,0.0062034884,0.004320898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002712193,0.0004931655,0.00042880606,0.0012157416,0.0058298726,0.00821899,0.0015360337,0.0038435678,0.030835286],"category_scores_gemma":[0.005306177,0.00025921583,0.0004197255,0.0024675052,0.004441313,0.0045640576,0.0018195119,0.005497431,0.0024904476],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041463322,0.0001528955,0.024667643,0.0012396978,0.000040572875,0.0008707396,0.0033359923,0.0031460999,0.0027834317,0.14301553,0.4520107,0.36832204],"study_design_scores_gemma":[0.00004925412,0.00009076324,0.026127683,0.0014127262,0.00004305027,0.00023402108,0.01552235,0.0035337969,0.00079041877,0.017942414,0.93413377,0.00011974522],"about_ca_topic_score_codex":0.97598195,"about_ca_topic_score_gemma":0.98750615,"teacher_disagreement_score":0.06270256,"about_ca_system_score_codex":0.06270256,"about_ca_system_score_gemma":0.279556,"threshold_uncertainty_score":0.45494103},"labels":[],"label_agreement":null},{"id":"W3177611701","doi":"10.1145/3257017","title":"Session details: Computer mediated communication 2","year":2009,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Session (web analytics); Computer science; Multimedia; World Wide Web","score_opus":0.03362215763613335,"score_gpt":0.34646350760777667,"score_spread":0.3128413499716433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3177611701","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0040991963,0.0030236407,0.001462591,0.0058910977,0.016451601,0.0010474292,0.009673071,0.001193662,0.9571576],"genre_scores_gemma":[0.028903885,0.0039935606,0.0005019072,0.0014941599,0.0038787504,0.00072060927,0.0033693498,0.00043894257,0.95669895],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989046,0.00025052627,0.00004955803,0.00022866609,0.00024018409,0.00032647562],"domain_scores_gemma":[0.9952088,0.0024513719,0.000083650055,0.0004681537,0.0005986995,0.0011894464],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012294264,0.0018144664,0.0029728112,0.000985481,0.0035374793,0.0050300984,0.0016776881,0.0067397305,0.93518496],"category_scores_gemma":[0.005236737,0.00033903003,0.0014161835,0.0011602173,0.0006696899,0.0018546088,0.0022823785,0.002876207,0.7332548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014826248,0.00074892613,0.00052594923,0.00096760684,0.00004038025,0.0002837351,0.00022593093,0.00008465537,0.0017328458,0.0021456806,0.91672146,0.07504024],"study_design_scores_gemma":[0.0002576028,0.000511286,0.0026792975,0.0004469811,0.00003697622,0.00026129666,0.00024939663,0.00022930621,0.00075011473,0.0014100436,0.9931391,0.000028572354],"about_ca_topic_score_codex":0.001513715,"about_ca_topic_score_gemma":0.002866154,"teacher_disagreement_score":0.064815044,"about_ca_system_score_codex":0.0008974403,"about_ca_system_score_gemma":0.0012515677,"threshold_uncertainty_score":0.09245074},"labels":[],"label_agreement":null},{"id":"W3179889737","doi":"10.1145/3258858","title":"Session details: Mobile interaction","year":2007,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Session (web analytics); Computer science; Mobile interaction; Human–computer interaction; Mobile device; World Wide Web","score_opus":0.04143762154977686,"score_gpt":0.41056200493127504,"score_spread":0.36912438338149817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3179889737","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004437253,0.0033453682,0.0031872294,0.0058501516,0.020593751,0.0014446389,0.01359821,0.0037526097,0.9437909],"genre_scores_gemma":[0.016980045,0.0020512417,0.0006666345,0.0013142244,0.0026731847,0.0005859995,0.003331312,0.00062150264,0.9717758],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996401,0.00006272205,0.00001750698,0.0000864154,0.00008624767,0.000106913714],"domain_scores_gemma":[0.9985066,0.0004520751,0.000030343492,0.00016548549,0.00026947283,0.00057597505],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00073307566,0.0014341474,0.0018325993,0.00059238385,0.0020899384,0.0028504422,0.0012666989,0.0034944105,0.92175174],"category_scores_gemma":[0.002288952,0.00027029405,0.0011910956,0.0006125517,0.00031230482,0.0014667251,0.002133311,0.0017938167,0.7591792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012538154,0.0003978851,0.00029602845,0.00053470436,0.0000210365,0.00015004983,0.00009212038,0.000055445526,0.0023618615,0.0007756356,0.9140709,0.079990506],"study_design_scores_gemma":[0.00021662487,0.00042524654,0.0020387836,0.00021657365,0.00002725861,0.00019101352,0.00012477147,0.00018659652,0.00091217615,0.0006159004,0.99502313,0.00002196493],"about_ca_topic_score_codex":0.0008689691,"about_ca_topic_score_gemma":0.0019599856,"teacher_disagreement_score":0.07824826,"about_ca_system_score_codex":0.00039528246,"about_ca_system_score_gemma":0.0005760698,"threshold_uncertainty_score":0.111611545},"labels":[],"label_agreement":null},{"id":"W3194548357","doi":"10.1145/2534169.2491183","title":"Empowering the creative user","year":2013,"lang":"en","type":"article","venue":"ACM SIGCOMM Computer Communication Review","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Personalization; Path (computing); Multimedia; Nonlinear system; Interface (matter); Human–computer interaction; World Wide Web; Computer network; Operating system","score_opus":0.049141000110117024,"score_gpt":0.3808352678784859,"score_spread":0.33169426776836886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3194548357","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20610234,0.0030183536,0.2956529,0.017327076,0.0016840106,0.0005650361,0.00020032258,0.007942123,0.46750784],"genre_scores_gemma":[0.7025792,0.0020460542,0.10414882,0.0058501572,0.000703125,0.00056010083,0.00021991169,0.0011005938,0.18279207],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778795,0.0010156642,0.00007616976,0.0002490596,0.000582497,0.00028866797],"domain_scores_gemma":[0.9955379,0.0015066565,0.00024997184,0.0010877053,0.00041900313,0.001198855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00271711,0.00075667474,0.00031512944,0.00074804865,0.0023841339,0.007871971,0.0016244743,0.0018111875,0.024139551],"category_scores_gemma":[0.00831673,0.00031608384,0.00051209,0.000350392,0.0040517454,0.0069026877,0.011914017,0.0021572823,0.007956133],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036495662,0.00064450904,0.00695393,0.0007663185,0.000040159644,0.0022160164,0.08140497,0.00085733127,0.026492454,0.22069769,0.09144115,0.56812054],"study_design_scores_gemma":[0.00009835246,0.000254888,0.0015179804,0.0003895993,0.00004335003,0.0032958752,0.019691464,0.003969269,0.007221272,0.057134487,0.9062833,0.00010018657],"about_ca_topic_score_codex":0.00027197096,"about_ca_topic_score_gemma":0.00037638735,"teacher_disagreement_score":0.024139551,"about_ca_system_score_codex":0.0006363213,"about_ca_system_score_gemma":0.0011401137,"threshold_uncertainty_score":0.080754876},"labels":[],"label_agreement":null},{"id":"W3197575505","doi":"10.1007/978-3-030-70873-3_46","title":"A Framework for Developing Custom Live Streaming Multimedia Apps","year":2021,"lang":"en","type":"book-chapter","venue":"Transactions on computational science and computational intelligence","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Computer science; Live streaming; Android (operating system); Multimedia; Reuse; Mobile device; Mobile apps; World Wide Web; App store; Engineering; Operating system","score_opus":0.08340606105548273,"score_gpt":0.3716218742171,"score_spread":0.28821581316161726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3197575505","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017738135,0.00015318076,0.9555379,0.00010556512,0.000083006686,0.00044475045,0.00028371354,0.03190014,0.0097178845],"genre_scores_gemma":[0.059450544,0.0006912946,0.878096,0.000390669,0.00008949878,0.0013277218,0.0023168048,0.009575153,0.04806235],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990609,0.000095571086,0.0000867088,0.00014292594,0.00049538584,0.00011844039],"domain_scores_gemma":[0.9991387,0.00022073467,0.000044442335,0.00025047318,0.0002478908,0.00009782103],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001318217,0.001516701,0.00082256197,0.0010636699,0.00088065787,0.003569486,0.003812458,0.0017433348,0.024939325],"category_scores_gemma":[0.003096279,0.0012941689,0.0013088768,0.0006843513,0.00090771046,0.003482418,0.0040805363,0.0026318743,0.010676876],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00050337997,0.00059662346,0.0017803326,0.0010176888,0.00018134712,0.0019618243,0.0016331144,0.027474087,0.06380141,0.23342288,0.10863452,0.5589928],"study_design_scores_gemma":[0.00012769322,0.00018310126,0.00065296574,0.0003144899,0.0001506575,0.0014579503,0.00031816543,0.37343505,0.073015586,0.08707208,0.46310934,0.00016293114],"about_ca_topic_score_codex":0.002898506,"about_ca_topic_score_gemma":0.0040599853,"teacher_disagreement_score":0.024939325,"about_ca_system_score_codex":0.0007404456,"about_ca_system_score_gemma":0.001204486,"threshold_uncertainty_score":0.08343035},"labels":[],"label_agreement":null},{"id":"W3198699689","doi":"","title":"SatCom Today in Canada: University Research Programs","year":2021,"lang":"en","type":"article","venue":"Online Journal of Space Communication","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Telecommunications; Library science; Engineering; Computer science","score_opus":0.10677821236016297,"score_gpt":0.38913922614141605,"score_spread":0.2823610137812531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198699689","genre_codex":"empirical","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.448524,0.006313016,0.0012149367,0.18050218,0.0030375286,0.0013355869,0.013491803,0.0009294026,0.34465152],"genre_scores_gemma":[0.53222024,0.0043851947,0.0021117788,0.0105933,0.0005272398,0.00031091992,0.0042863167,0.00018296028,0.44538206],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997269,0.0002444573,0.000043663364,0.00019746656,0.00076506246,0.0014804204],"domain_scores_gemma":[0.97994035,0.00051750144,0.00023900013,0.0002054894,0.005347685,0.013749935],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027307188,0.000397229,0.00036636018,0.0025828728,0.010794935,0.0046819383,0.0016564061,0.0018911482,0.050323114],"category_scores_gemma":[0.003342119,0.00031516637,0.00035773322,0.0042987163,0.0017652418,0.0013796404,0.0024671825,0.0023220312,0.0057690935],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006771631,0.0024606257,0.12443493,0.00035675667,0.000038103357,0.0006478661,0.006951865,0.00067475624,0.0031458023,0.022435807,0.562011,0.2761653],"study_design_scores_gemma":[0.0001590004,0.00048803663,0.35107827,0.0003374707,0.000040179944,0.00015706918,0.04642091,0.0013880045,0.0018051709,0.0014078402,0.5966492,0.00006883335],"about_ca_topic_score_codex":0.9670961,"about_ca_topic_score_gemma":0.989622,"teacher_disagreement_score":0.9298115,"about_ca_system_score_codex":0.07018853,"about_ca_system_score_gemma":0.33132485,"threshold_uncertainty_score":0.50925577},"labels":[],"label_agreement":null},{"id":"W3208031839","doi":"10.5281/zenodo.3946192","title":"Nanc-in-a-Can Canon Generator. SuperCollider code capable of generating and visualizing temporal canons critically and algorithmically","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Generator (circuit theory); Computer science; Programming language; Canon; Code (set theory); Code generation; Computer graphics (images); Art; Operating system; Physics; Key (lock); Set (abstract data type); Literature; Power (physics)","score_opus":0.0357335310986141,"score_gpt":0.2996950460750345,"score_spread":0.2639615149764204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3208031839","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015516616,0.00021729553,0.71662277,0.00039293434,0.0003607258,0.00051878067,0.00303098,0.18905862,0.074281245],"genre_scores_gemma":[0.24766567,0.00039976224,0.51584774,0.00089806196,0.0001328481,0.0017545979,0.009314006,0.084458865,0.13952848],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996333,0.00005704598,0.000024275152,0.000087142085,0.00014203425,0.000056158355],"domain_scores_gemma":[0.999019,0.00033348709,0.000059234175,0.00031474355,0.00019282245,0.000080773185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076783076,0.000860359,0.0004019191,0.00061531266,0.000590872,0.0016161196,0.0015017927,0.0009954675,0.070466526],"category_scores_gemma":[0.0032167702,0.0004294088,0.0005495986,0.00039102448,0.00086896366,0.0016127095,0.002391318,0.0010409292,0.019189391],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002420313,0.00029358966,0.006319363,0.0011631413,0.00010999086,0.0020501327,0.0026562233,0.011948466,0.062309347,0.16397943,0.2573815,0.4893685],"study_design_scores_gemma":[0.00034406834,0.00019027173,0.002335271,0.00026510295,0.00005956048,0.0014881917,0.00038898512,0.136498,0.11010069,0.058024514,0.6901526,0.00015267199],"about_ca_topic_score_codex":0.0014090126,"about_ca_topic_score_gemma":0.0024827737,"teacher_disagreement_score":0.070466526,"about_ca_system_score_codex":0.0007236721,"about_ca_system_score_gemma":0.00082031614,"threshold_uncertainty_score":0.23573399},"labels":[],"label_agreement":null},{"id":"W3212676818","doi":"10.32920/ryerson.14663832.v1","title":"Video and Audio Fusion for Streaming Applications","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Microphone; The Internet; Multimedia; Java applet; Synchronization (alternating current); Dialog box; Robot; Java; Real-time computing; Computer graphics (images); Operating system; Computer network; Telecommunications; Artificial intelligence","score_opus":0.04542874441683581,"score_gpt":0.37023639666624786,"score_spread":0.32480765224941205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3212676818","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027898706,0.0032139898,0.94822305,0.00055619975,0.00048011294,0.00017223529,0.00019391916,0.0028885633,0.016373161],"genre_scores_gemma":[0.44866034,0.0045330366,0.5096062,0.0005259921,0.0010695828,0.0002345391,0.00077097665,0.00057303964,0.03402637],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938905,0.00006743398,0.000026204296,0.00012581362,0.0003226654,0.00006879509],"domain_scores_gemma":[0.99935573,0.00018196572,0.000054786597,0.00012920046,0.00024069945,0.00003765812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066370494,0.0006052318,0.00044869076,0.00086591335,0.00047571282,0.0011020193,0.0009103466,0.0009281677,0.00892261],"category_scores_gemma":[0.0017691028,0.00026120726,0.0003950476,0.0008637626,0.00053713174,0.002224428,0.0012215693,0.0011017056,0.0031721115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007678863,0.00013109889,0.00066450326,0.00035235862,0.00007548772,0.00038790493,0.00044351476,0.01137714,0.28989586,0.032092478,0.009910376,0.6539015],"study_design_scores_gemma":[0.00017227889,0.0007768603,0.0019991926,0.00021933865,0.00017674683,0.002210601,0.00058547256,0.35164192,0.39511532,0.055184383,0.19179748,0.000120449164],"about_ca_topic_score_codex":0.000965003,"about_ca_topic_score_gemma":0.0008675622,"teacher_disagreement_score":0.00892261,"about_ca_system_score_codex":0.00054066774,"about_ca_system_score_gemma":0.00038327003,"threshold_uncertainty_score":0.029849112},"labels":[],"label_agreement":null},{"id":"W3216958486","doi":"10.1109/vis49827.2021.9623264","title":"Text Visualization and Close Reading for Journalism with Storifier","year":2021,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Visualization; Context (archaeology); Reading (process); Publication; World Wide Web; Data visualization; Journalism; Data science; Information retrieval; Linguistics; Artificial intelligence; Media studies; Sociology; Political science","score_opus":0.03384657866572387,"score_gpt":0.3726914260708077,"score_spread":0.3388448474050838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3216958486","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.065093465,0.00081156637,0.8221724,0.002102196,0.00036023016,0.00075987214,0.002181241,0.08341945,0.02309954],"genre_scores_gemma":[0.19819608,0.00032865815,0.7849601,0.0003456506,0.00020737581,0.00076112093,0.0014436845,0.005708073,0.008049278],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99755436,0.001128851,0.00018462975,0.0005376174,0.0004520986,0.00014238211],"domain_scores_gemma":[0.9865009,0.009386332,0.0007614368,0.0018181506,0.0007498789,0.000783252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048105586,0.0013845764,0.0007000023,0.0029529093,0.0015968463,0.007321268,0.0018735781,0.0016188596,0.01798754],"category_scores_gemma":[0.017364083,0.0006721523,0.0008531213,0.00148427,0.002149652,0.007753908,0.0058201747,0.0016303982,0.0032426408],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023533143,0.0007758399,0.007916647,0.002674188,0.00021408779,0.003594742,0.09993438,0.004159758,0.14010032,0.07512004,0.06426946,0.59888726],"study_design_scores_gemma":[0.0005393852,0.001049196,0.012552329,0.0011733234,0.00023592282,0.0038722607,0.013984842,0.09977286,0.113796115,0.09827722,0.65423447,0.00051215943],"about_ca_topic_score_codex":0.0006902056,"about_ca_topic_score_gemma":0.0015571143,"teacher_disagreement_score":0.01798754,"about_ca_system_score_codex":0.0006297586,"about_ca_system_score_gemma":0.0008054628,"threshold_uncertainty_score":0.060174346},"labels":[],"label_agreement":null},{"id":"W330909803","doi":"","title":"Un pour tous... Coop Vidéo de Montréal","year":2012,"lang":"fr","type":"article","venue":"Érudit (Université de Montréal)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.011205921190011863,"score_gpt":0.20577238986032587,"score_spread":0.194566468670314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W330909803","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0074142353,0.052218925,0.01571483,0.116841935,0.07976894,0.0003408683,0.0056170076,0.004603162,0.7174801],"genre_scores_gemma":[0.019704884,0.010100467,0.003480777,0.004922084,0.0070963874,0.00006898493,0.0010384532,0.00085086265,0.9527371],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99930346,0.00009145433,0.0000151750155,0.0001428106,0.00030438413,0.00014279236],"domain_scores_gemma":[0.9982147,0.00020157585,0.000049369133,0.000111515634,0.0009127305,0.00051011896],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00076095114,0.0012663377,0.0005323493,0.0014322706,0.0034148537,0.004301534,0.0009905796,0.0019814246,0.3196897],"category_scores_gemma":[0.0029353425,0.0003652843,0.00046230535,0.0011614115,0.0010711118,0.002475106,0.0018789709,0.0027450065,0.07632387],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014943749,0.00002005706,0.00046528334,0.00014969608,0.000013999266,0.00036161082,0.0002812136,0.000151016,0.0025618593,0.012587301,0.87380034,0.109458216],"study_design_scores_gemma":[0.000010345903,0.000009437938,0.0005591708,0.00005796952,0.000003404524,0.000116256975,0.00017980406,0.00011734177,0.0004160905,0.0003764625,0.9981413,0.000012503641],"about_ca_topic_score_codex":0.28011897,"about_ca_topic_score_gemma":0.3645663,"teacher_disagreement_score":0.71988106,"about_ca_system_score_codex":0.004666325,"about_ca_system_score_gemma":0.0048460094,"threshold_uncertainty_score":0.97038007},"labels":[],"label_agreement":null},{"id":"W33822001","doi":"10.1093/brain/awab009","title":"Evolución y adaptación de los sistemas de vídeo para la gestión de múltiples instalaciones","year":2009,"lang":"en","type":"article","venue":"Seguritecnia","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"National Institute on Aging","keywords":"Political science","score_opus":0.028947972809098773,"score_gpt":0.35913350024540974,"score_spread":0.33018552743631097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W33822001","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9879765,0.001114652,0.006556561,0.00028217226,0.00010116196,0.0002551116,0.00061261654,0.0004522625,0.0026490206],"genre_scores_gemma":[0.98264164,0.0013458858,0.012651803,0.00015475758,0.0001123561,0.00036732375,0.0006369463,0.000063729654,0.002025671],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99955076,0.00018206875,0.000024631232,0.00009511872,0.00008772789,0.00005966233],"domain_scores_gemma":[0.9985671,0.0007039051,0.00025597244,0.00006517956,0.0002459591,0.00016188367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013422795,0.00056430674,0.00030678956,0.00072764326,0.00018850605,0.0006200316,0.0005362013,0.00043935745,0.002009448],"category_scores_gemma":[0.006166206,0.00017261863,0.00027755054,0.0002481591,0.00023505668,0.00046891687,0.00043075907,0.00035477083,0.000505712],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0064423233,0.002019905,0.27574623,0.00051130506,0.00018068225,0.00090088346,0.0015823442,0.0023568587,0.025017103,0.00027144473,0.004650121,0.68032074],"study_design_scores_gemma":[0.0006155229,0.010905579,0.90736943,0.00045982643,0.0005001342,0.0020965184,0.00217947,0.04538766,0.018191371,0.00085579074,0.011257523,0.0001810865],"about_ca_topic_score_codex":0.0056404322,"about_ca_topic_score_gemma":0.00744753,"teacher_disagreement_score":0.0056404322,"about_ca_system_score_codex":0.00036430813,"about_ca_system_score_gemma":0.00046103465,"threshold_uncertainty_score":0.01121521},"labels":[],"label_agreement":null},{"id":"W34793965","doi":"10.1016/j.cgh.2021.11.008","title":"Personal e-moviemaker design","year":2004,"lang":"en","type":"article","venue":"IASTED Conference on Software Engineering and Applications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hatch (Canada)","funders":"","keywords":"Computer science","score_opus":0.048021258126627456,"score_gpt":0.2976268184292316,"score_spread":0.24960556030260417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W34793965","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0111465985,0.00055293523,0.112064205,0.0031429005,0.008178492,0.006970123,0.02634819,0.054850105,0.7767464],"genre_scores_gemma":[0.05145586,0.0004919113,0.050766695,0.002362414,0.0009933584,0.0074528637,0.009612487,0.006848668,0.8700158],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999215,0.00020289335,0.000071192524,0.0002228507,0.00020806922,0.000079950296],"domain_scores_gemma":[0.99603313,0.00095066836,0.000109303655,0.001110144,0.0011769632,0.0006198087],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00165706,0.001254165,0.0010153784,0.00077112933,0.0006291233,0.0021044041,0.0017553378,0.0015948215,0.81932783],"category_scores_gemma":[0.009208887,0.00042404662,0.0005244826,0.00080087845,0.00037051318,0.0019696204,0.00216643,0.00097317644,0.53762317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015415638,0.00032700377,0.0006624691,0.00057539076,0.000025263771,0.00015769691,0.00015712391,0.00037873565,0.0038301041,0.0035529772,0.6457462,0.34304553],"study_design_scores_gemma":[0.0005487155,0.00044888418,0.0014686203,0.00010431034,0.000039183287,0.00023377055,0.00013410277,0.0036162562,0.002881803,0.002758898,0.98772347,0.0000419555],"about_ca_topic_score_codex":0.0003733302,"about_ca_topic_score_gemma":0.0004689099,"teacher_disagreement_score":0.81932783,"about_ca_system_score_codex":0.00034984108,"about_ca_system_score_gemma":0.0005046964,"threshold_uncertainty_score":0.25770682},"labels":[],"label_agreement":null},{"id":"W36596141","doi":"10.1007/978-3-642-22410-2_35","title":"User Modeling to Build Mobile Advertising Algorithm","year":2011,"lang":"en","type":"book-chapter","venue":"Communications in computer and information science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Digital signage; Computer science; Merge (version control); Broadcasting (networking); Multimedia; Signage; Algorithm; World Wide Web; Information retrieval; Advertising; Computer network","score_opus":0.0559187490813379,"score_gpt":0.34364498181585695,"score_spread":0.287726232734519,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W36596141","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011497011,0.0004986312,0.98221725,0.00027194238,0.0000900194,0.00006098648,0.00014510704,0.0006706297,0.004548514],"genre_scores_gemma":[0.57154447,0.0012461225,0.40199798,0.00033179155,0.0002556452,0.00035638292,0.0010129726,0.0002773079,0.022977306],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99942017,0.00020023725,0.000025020478,0.00012716996,0.00014083169,0.00008661211],"domain_scores_gemma":[0.9993807,0.00033400703,0.000020805639,0.000058672496,0.00018228464,0.00002341799],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000787637,0.000694151,0.0011186961,0.0008224541,0.00060992345,0.0010114999,0.0014934465,0.0010398726,0.0044509694],"category_scores_gemma":[0.002117456,0.00045104956,0.0011599539,0.0009636626,0.00030897782,0.0015046069,0.0005485728,0.0013583914,0.0017272128],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015067063,0.00022496688,0.002316223,0.000107617336,0.00010128599,0.00013011953,0.000116977484,0.7430907,0.0024052933,0.039316855,0.009897519,0.20214178],"study_design_scores_gemma":[0.0000033319018,0.0000062781646,0.000051802814,0.0000027015108,0.000009014041,0.000020827367,0.0000035475996,0.99655825,0.00027297632,0.0024462685,0.0006220314,0.0000028705344],"about_ca_topic_score_codex":0.012612746,"about_ca_topic_score_gemma":0.006987664,"teacher_disagreement_score":0.012612746,"about_ca_system_score_codex":0.00088097685,"about_ca_system_score_gemma":0.0010286483,"threshold_uncertainty_score":0.025078714},"labels":[],"label_agreement":null},{"id":"W37717759","doi":"10.1016/j.scitotenv.2023.167102","title":"From Usenet to CoWebs - Interacting with social information spaces.","year":2003,"lang":"en","type":"article","venue":"Educational Technology & Society","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Knowledge management; Sociology; Multimedia; Mathematics education; Human–computer interaction; Psychology","score_opus":0.018856374176854634,"score_gpt":0.3355320605489936,"score_spread":0.31667568637213894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W37717759","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06368444,0.0082552405,0.13457817,0.012906227,0.0015968685,0.0022239177,0.27991623,0.24798553,0.24885334],"genre_scores_gemma":[0.34573022,0.005247085,0.13781027,0.003388521,0.00044818036,0.0027830899,0.35101262,0.015957665,0.13762248],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856645,0.00042759252,0.00013867409,0.00027878667,0.00040965623,0.00017896008],"domain_scores_gemma":[0.99783045,0.00075747457,0.00011985296,0.00062135176,0.00022135423,0.0004494591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002126892,0.0010185261,0.0007106775,0.001681816,0.0010280258,0.0029564041,0.0016747238,0.0013282715,0.047736518],"category_scores_gemma":[0.005964729,0.0005683825,0.00079305586,0.0017905392,0.0005671254,0.007770361,0.0068009547,0.0010051572,0.019991143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001025163,0.00030311564,0.007873976,0.0013310899,0.00018210654,0.0005470172,0.0021768284,0.0033578938,0.0050773188,0.042176876,0.6108713,0.32507727],"study_design_scores_gemma":[0.00007753376,0.00012216422,0.006031231,0.00031827897,0.00003695602,0.00020149679,0.0011558206,0.028890459,0.0022314694,0.02728538,0.9335704,0.00007872974],"about_ca_topic_score_codex":0.019052958,"about_ca_topic_score_gemma":0.032058857,"teacher_disagreement_score":0.047736518,"about_ca_system_score_codex":0.001051116,"about_ca_system_score_gemma":0.0010711082,"threshold_uncertainty_score":0.15969461},"labels":[],"label_agreement":null},{"id":"W40783197","doi":"10.1007/978-3-319-05290-8_2","title":"A Taste of Multimedia","year":2014,"lang":"en","type":"book-chapter","venue":"Texts in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Multimedia; Computer science; Taste; Presentation (obstetrics); Set (abstract data type); Graphics; Point (geometry); Field (mathematics); Transition (genetics); Computer graphics (images)","score_opus":0.033775115501076675,"score_gpt":0.317033894091105,"score_spread":0.28325877859002835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W40783197","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00091166276,0.02287366,0.0065048244,0.015903464,0.0052201003,0.000029191771,0.00012709358,0.00028650323,0.94814354],"genre_scores_gemma":[0.007825857,0.010857125,0.0019450692,0.005347227,0.002828563,0.000032997374,0.00008827019,0.00035265827,0.9707224],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99940145,0.00015115195,0.000015623562,0.000086323766,0.00029452998,0.000050902425],"domain_scores_gemma":[0.9994331,0.0002001646,0.00001733861,0.00006474058,0.00016266022,0.00012199603],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005593035,0.0009247485,0.0004835586,0.0032075744,0.002517514,0.0073827608,0.0009891439,0.0022049693,0.08526655],"category_scores_gemma":[0.0016235497,0.00023878907,0.00032699644,0.0029479435,0.0029507664,0.008481554,0.0030366555,0.0036559748,0.02547452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016096885,0.000027242682,0.00005272773,0.00018224797,0.000004146364,0.00006636353,0.0016365942,0.000112920265,0.0006130747,0.40570125,0.4563284,0.13525908],"study_design_scores_gemma":[0.0000014594292,0.0000048248808,0.00005171287,0.00012883915,0.0000012448849,0.000057911468,0.00029116982,0.00005789225,0.0000768994,0.02049664,0.9788275,0.0000039874326],"about_ca_topic_score_codex":0.0020322488,"about_ca_topic_score_gemma":0.006307131,"teacher_disagreement_score":0.08526655,"about_ca_system_score_codex":0.0019255888,"about_ca_system_score_gemma":0.0013731028,"threshold_uncertainty_score":0.28524506},"labels":[],"label_agreement":null},{"id":"W41029254","doi":"10.1002/smr.v17:2","title":"Development and evolution of a heterogeneous continuous media server: a case study: Practice Articles","year":2005,"lang":"en","type":"article","venue":"Journal of Software Maintenance and Evolution Research and Practice","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Saskatchewan","funders":"","keywords":"Computer science; Maintainability; Interface (matter); Software; Server; File server; Programmer; Modular design; Application server; Software design; Operating system; Server farm; User interface; Software development; Software evolution; Software engineering; World Wide Web; Client–server model; Software construction","score_opus":0.08003060926736887,"score_gpt":0.40242147556590707,"score_spread":0.3223908662985382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W41029254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9421624,0.0006160613,0.039086647,0.0025855505,0.000044497756,0.00031468575,0.000037408634,0.00033578216,0.0148169305],"genre_scores_gemma":[0.9336419,0.0009383902,0.0562735,0.00032731149,0.00004840077,0.0001592215,0.00007788648,0.00018316953,0.008350347],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99361354,0.003423479,0.00038429548,0.0005349135,0.0014508417,0.00059293635],"domain_scores_gemma":[0.9834557,0.008171994,0.0013815976,0.0023828151,0.0022770092,0.0023308669],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0072721867,0.0005119706,0.00030349323,0.001408059,0.0032348945,0.0025905974,0.002886438,0.0033577466,0.00134879],"category_scores_gemma":[0.022881223,0.00054200203,0.00036856259,0.0017184828,0.0025003108,0.00273326,0.0026928214,0.0017785905,0.00048055482],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005476724,0.008115917,0.0883674,0.0011535913,0.00010583611,0.058412623,0.13829497,0.01930551,0.01633758,0.031029863,0.01171236,0.6266166],"study_design_scores_gemma":[0.000808965,0.011909316,0.07598394,0.0015329886,0.0004121716,0.11062937,0.18731672,0.128215,0.08317505,0.031528376,0.36801788,0.0004701434],"about_ca_topic_score_codex":0.0041425615,"about_ca_topic_score_gemma":0.009113904,"teacher_disagreement_score":0.0072721867,"about_ca_system_score_codex":0.0031112747,"about_ca_system_score_gemma":0.0025735458,"threshold_uncertainty_score":0.03845942},"labels":[],"label_agreement":null},{"id":"W4205273260","doi":"10.1007/s42330-021-00167-1","title":"Newsround","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Environmental science","score_opus":0.021674902829260958,"score_gpt":0.3243837559074567,"score_spread":0.3027088530781958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205273260","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006500536,0.0032456901,0.00029157134,0.015323326,0.05716107,0.00010704584,0.0030999712,0.0007330599,0.9193883],"genre_scores_gemma":[0.00096457574,0.00078509137,0.00009584353,0.0024997501,0.0032413478,0.000024223566,0.00093850744,0.00013997528,0.9913107],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932027,0.000044637665,0.00002329749,0.00009242411,0.00036868034,0.00015065601],"domain_scores_gemma":[0.998393,0.00015039642,0.00006409512,0.00013193145,0.0006122819,0.0006483127],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007370695,0.0010050811,0.0005539345,0.0016284931,0.0018395248,0.005928815,0.0012507121,0.002826595,0.68208796],"category_scores_gemma":[0.0026869206,0.0003520796,0.00062551064,0.001256706,0.00051724905,0.0019608466,0.0019397266,0.0024064367,0.5310085],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033751938,0.000012774093,0.000065301734,0.000053575357,0.0000013891765,0.000047446534,0.000014368889,0.000011159947,0.000120199475,0.0012456187,0.96829075,0.030103648],"study_design_scores_gemma":[0.0000050539697,0.000005203402,0.00018097245,0.000023351988,8.735937e-7,0.0000166662,0.000022071803,0.000009264238,0.000037197664,0.0002226343,0.9994746,0.0000021703215],"about_ca_topic_score_codex":0.008442321,"about_ca_topic_score_gemma":0.020509178,"teacher_disagreement_score":0.68208796,"about_ca_system_score_codex":0.0012404261,"about_ca_system_score_gemma":0.0025210057,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4206482383","doi":"10.1080/14926150509556680","title":"Newsround","year":2005,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Political science","score_opus":0.019182060354312344,"score_gpt":0.3232467373319467,"score_spread":0.30406467697763434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206482383","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006739052,0.0030965763,0.00034271856,0.0122033935,0.044384915,0.000111238536,0.0030859956,0.0008782887,0.935223],"genre_scores_gemma":[0.0008927169,0.0006934786,0.00009691528,0.0018400789,0.0026027556,0.000022280652,0.0009022899,0.00014246764,0.9928069],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994363,0.000038251605,0.000021084028,0.00008072081,0.00030098984,0.00012260152],"domain_scores_gemma":[0.99861896,0.00013528252,0.000060495742,0.00012583638,0.0005131963,0.0005462076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006613907,0.0010264902,0.0005661155,0.0017309603,0.0017610766,0.0053874333,0.0012335295,0.0025804953,0.70731926],"category_scores_gemma":[0.002343469,0.00036200308,0.00060981297,0.0012417134,0.00046110476,0.002019501,0.001858066,0.0021144797,0.5665341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037403377,0.0000144095775,0.00006655644,0.00005872022,0.0000014834405,0.00004763083,0.000015527883,0.00001276445,0.00014039672,0.0012228043,0.9611551,0.037227113],"study_design_scores_gemma":[0.0000049611813,0.0000055613173,0.00018345208,0.000022692564,9.4319535e-7,0.000016858216,0.00002069163,0.000010868207,0.00004361431,0.00023269872,0.9994553,0.0000022129493],"about_ca_topic_score_codex":0.0065724077,"about_ca_topic_score_gemma":0.015972517,"teacher_disagreement_score":0.70731926,"about_ca_system_score_codex":0.0010502047,"about_ca_system_score_gemma":0.0019186119,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4210275810","doi":"10.1111/j.1741-2005.2007.oehold999.x","title":"10.1111/j.1741-2005.2007.OEhold999.x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.01616441922820067,"score_gpt":0.2552564659812332,"score_spread":0.23909204675303253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210275810","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009866607,0.0036229629,0.001072622,0.0014123677,0.0010671343,0.000079205376,0.001410151,0.0009789446,0.98936987],"genre_scores_gemma":[0.0016648483,0.0011078052,0.00071132364,0.00061229966,0.00015362137,0.00005297961,0.0007932975,0.00018209041,0.99472165],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99963546,0.000025208441,0.000036303863,0.00012520801,0.00008677059,0.00009104882],"domain_scores_gemma":[0.99896586,0.0002631921,0.00007897391,0.0000814575,0.00025006948,0.0003604811],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00082193356,0.0022151289,0.0011492086,0.0024562026,0.0019911597,0.0046098544,0.0020053515,0.006040572,0.9786405],"category_scores_gemma":[0.0013189724,0.00088733854,0.0008757965,0.0019739838,0.0014019408,0.0054373615,0.0019261168,0.0024841926,0.978243],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002791751,0.0002205954,0.0008430792,0.0005768446,0.000023680801,0.0001750604,0.00010135768,0.00027713546,0.0011634205,0.004884329,0.38091344,0.6105418],"study_design_scores_gemma":[0.00004902616,0.000082936764,0.001047505,0.00056082325,0.000023533981,0.0006130266,0.00016765115,0.00020325954,0.00029091048,0.0013319094,0.99560684,0.000022496364],"about_ca_topic_score_codex":0.0041217757,"about_ca_topic_score_gemma":0.0040170164,"teacher_disagreement_score":0.021359503,"about_ca_system_score_codex":0.0011572933,"about_ca_system_score_gemma":0.0011455875,"threshold_uncertainty_score":0.030466735},"labels":[],"label_agreement":null},{"id":"W4210706233","doi":"10.1109/tmm.2013.2294427","title":"IEEE Transactions on Multimedia publication information","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Multimedia","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Standards Association; Toronto Metropolitan University; McMaster University","funders":"","keywords":"Computer science; Multimedia; World Wide Web; Information retrieval","score_opus":0.02528765922651188,"score_gpt":0.29539117555783234,"score_spread":0.27010351633132046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210706233","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015156374,0.056333352,0.18529679,0.017441237,0.084253676,0.0009102835,0.021098092,0.010899957,0.60861015],"genre_scores_gemma":[0.043392073,0.037753068,0.033921517,0.0021184129,0.010728081,0.00027633435,0.020191839,0.001536265,0.8500824],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934596,0.000062233376,0.000052653686,0.000060727078,0.00041634878,0.00006205972],"domain_scores_gemma":[0.9980165,0.00029703852,0.00008308359,0.0003199148,0.0011258285,0.00015767114],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00084222975,0.0012106905,0.0011656326,0.0038376683,0.0007144456,0.0034105822,0.0010087797,0.001574391,0.28281897],"category_scores_gemma":[0.0030811762,0.00037937445,0.0005167474,0.0035051703,0.00032555437,0.0025158632,0.0011139914,0.0012748799,0.11337555],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019777307,0.00011906417,0.0004354638,0.00039899818,0.000030327372,0.00014024357,0.000031644326,0.0007786939,0.005402576,0.004753013,0.46685582,0.5208563],"study_design_scores_gemma":[0.000033093842,0.00009541635,0.0020278303,0.00030307006,0.00009732305,0.00039190083,0.00008706121,0.011788968,0.005844445,0.006465165,0.9728196,0.000046127312],"about_ca_topic_score_codex":0.0026558922,"about_ca_topic_score_gemma":0.003981816,"teacher_disagreement_score":0.717181,"about_ca_system_score_codex":0.0006140171,"about_ca_system_score_gemma":0.0011583648,"threshold_uncertainty_score":0.9461237},"labels":[],"label_agreement":null},{"id":"W4210767459","doi":"10.1002/9780470747759.ch1","title":"Introduction","year":2009,"lang":"en","type":"other","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo; University of Victoria","funders":"","keywords":"Computer science","score_opus":0.016909189903232192,"score_gpt":0.32773133422326656,"score_spread":0.31082214432003435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210767459","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00080951565,0.012111451,0.006157061,0.010299991,0.015353546,0.0002241405,0.00440617,0.0011871798,0.949451],"genre_scores_gemma":[0.0022818267,0.007980519,0.0022561236,0.002756288,0.0031783779,0.00010333952,0.0031934695,0.00028755973,0.9779625],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993882,0.000052455925,0.000029382372,0.00013481584,0.00032913522,0.000065853856],"domain_scores_gemma":[0.9991192,0.00015086074,0.00004343149,0.00009100258,0.00041526867,0.00018017326],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000569601,0.0007929104,0.0005678042,0.0013102014,0.001220279,0.004457776,0.0014001642,0.0018581032,0.48296776],"category_scores_gemma":[0.002349992,0.0002823257,0.00048076143,0.0014615587,0.0005248347,0.003112448,0.0018936332,0.0018802036,0.37428766],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019407245,0.000046327288,0.00018550719,0.00021761333,0.0000021675353,0.000049712355,0.00026097888,0.000109690955,0.0004212554,0.027881447,0.7875235,0.18328245],"study_design_scores_gemma":[0.0000010623766,0.000005632285,0.00012363808,0.00008497124,6.6847764e-7,0.000028817134,0.00004414556,0.000010992347,0.000036188896,0.0015056155,0.99815625,0.0000020203129],"about_ca_topic_score_codex":0.002766396,"about_ca_topic_score_gemma":0.0036036302,"teacher_disagreement_score":0.51703227,"about_ca_system_score_codex":0.0013219084,"about_ca_system_score_gemma":0.0018388289,"threshold_uncertainty_score":0.73748374},"labels":[],"label_agreement":null},{"id":"W4220918173","doi":"10.29173/cais1284","title":"Interactive video: a new business medium","year":2022,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.031526477088541054,"score_gpt":0.29242735430538985,"score_spread":0.2609008772168488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220918173","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019557402,0.1496798,0.04889404,0.071542636,0.009697089,0.00017028562,0.00092643773,0.0028161353,0.6967162],"genre_scores_gemma":[0.2500688,0.2013528,0.059971116,0.017919803,0.032516927,0.00030843687,0.0013939278,0.0011286676,0.43533945],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988574,0.00028230663,0.00004383379,0.000109408786,0.0005777032,0.0001293647],"domain_scores_gemma":[0.99772424,0.0007665601,0.00013184699,0.00019876486,0.0004957721,0.0006828064],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012520273,0.00041258018,0.00024443923,0.0022535953,0.0014275034,0.009244234,0.0015299049,0.0021405087,0.0382896],"category_scores_gemma":[0.0027294972,0.00019047526,0.00023052297,0.002171995,0.0023825218,0.011576358,0.0035522373,0.0016238033,0.007995147],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020029198,0.000067363806,0.00083079416,0.00066845474,0.000016562282,0.0006017895,0.0017807431,0.0002775582,0.0072469623,0.17723729,0.24463202,0.56644017],"study_design_scores_gemma":[0.000009231176,0.000038686238,0.00041368243,0.0002271571,0.000007595538,0.00076139456,0.0007744911,0.0004494752,0.0008186547,0.013463337,0.983017,0.000019234121],"about_ca_topic_score_codex":0.0021989618,"about_ca_topic_score_gemma":0.0022483284,"teacher_disagreement_score":0.0382896,"about_ca_system_score_codex":0.0011891576,"about_ca_system_score_gemma":0.0013922421,"threshold_uncertainty_score":0.12809151},"labels":[],"label_agreement":null},{"id":"W4221064376","doi":"10.1145/3510450.3517303","title":"Standards based end-to-end metadata transport for live production workflows","year":2022,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Metadata; Workflow; Computer science; Multimedia; Codec; Key (lock); End user; Video production; Production (economics); World Wide Web; Telecommunications; Database; Operating system","score_opus":0.04967663752873969,"score_gpt":0.3535617529718144,"score_spread":0.3038851154430747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4221064376","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005444339,0.00044357768,0.9517585,0.0011173647,0.0004170235,0.0010730246,0.00097555545,0.01714154,0.021629186],"genre_scores_gemma":[0.21269031,0.0021585594,0.71861476,0.0012547601,0.00042293064,0.0022347015,0.01342539,0.005872163,0.04332639],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9848304,0.0031709243,0.0031412244,0.0012305853,0.006196984,0.0014299701],"domain_scores_gemma":[0.97216547,0.004070642,0.001642406,0.011253696,0.009133374,0.001734346],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02384213,0.0010084992,0.0010311493,0.0038564824,0.0029336975,0.013330114,0.004996824,0.003945634,0.00991718],"category_scores_gemma":[0.030800423,0.0011555144,0.0014569882,0.003092,0.002564076,0.011359867,0.009473467,0.0050401674,0.01101394],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00086130365,0.0009726649,0.005148148,0.001079465,0.00020305812,0.0017381556,0.0040196176,0.029344324,0.02476254,0.4824204,0.066895485,0.38255486],"study_design_scores_gemma":[0.00019121596,0.0003074684,0.002768071,0.0015697789,0.000113395145,0.0010748961,0.0019842824,0.17321198,0.05360987,0.21007375,0.5547233,0.00037191156],"about_ca_topic_score_codex":0.008800775,"about_ca_topic_score_gemma":0.006658421,"teacher_disagreement_score":0.02384213,"about_ca_system_score_codex":0.0041546887,"about_ca_system_score_gemma":0.008983535,"threshold_uncertainty_score":0.1260907},"labels":[],"label_agreement":null},{"id":"W4226443047","doi":"10.5281/zenodo.6248293","title":"What can I Expect from Hiring a Web Design Company | Amazing Advices","year":2022,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Business; World Wide Web; Computer science","score_opus":0.08654282026314294,"score_gpt":0.3001333740081469,"score_spread":0.21359055374500394,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4226443047","genre_codex":"commentary","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018891189,0.0069112824,0.0024331254,0.86680305,0.04098758,0.00009510648,0.00015747303,0.0014955038,0.079227746],"genre_scores_gemma":[0.017348088,0.009952483,0.0075061047,0.5554405,0.020030888,0.00020607987,0.00033003843,0.0010499473,0.3881359],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99037325,0.0021114089,0.00038330097,0.0009686608,0.00476672,0.001396594],"domain_scores_gemma":[0.9530342,0.004484674,0.001854312,0.0020309929,0.013338918,0.025256924],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0082778195,0.0012328757,0.0009907887,0.0014659594,0.006334862,0.015705094,0.0019349775,0.0112633705,0.069580264],"category_scores_gemma":[0.03736305,0.000549013,0.0011300785,0.0009845593,0.0037427384,0.012978485,0.0061266418,0.011923412,0.08357867],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010936361,0.00008947666,0.00050611194,0.00008628661,0.000005929348,0.00020231855,0.00046184924,0.000015318241,0.00016472493,0.0015722752,0.9654736,0.03141118],"study_design_scores_gemma":[0.000021821776,0.0000773858,0.0007473916,0.00055433187,0.000009389709,0.00042498292,0.0035339668,0.00006355719,0.00008578278,0.0040977183,0.99034715,0.000036511366],"about_ca_topic_score_codex":0.0030491725,"about_ca_topic_score_gemma":0.00727668,"teacher_disagreement_score":0.93041974,"about_ca_system_score_codex":0.0021981532,"about_ca_system_score_gemma":0.0060765604,"threshold_uncertainty_score":0.23276913},"labels":[],"label_agreement":null},{"id":"W4229780021","doi":"10.1111/j.1601-5215.2007.oehold999.x","title":"10.1111/j.1601-5215.2007.OEhold999.x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.01655088794059363,"score_gpt":0.25573202083861873,"score_spread":0.23918113289802512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229780021","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006401188,0.0024331308,0.00084515347,0.0009831126,0.00069735304,0.00006649526,0.0011593502,0.0009233604,0.9922518],"genre_scores_gemma":[0.0013373509,0.0008685477,0.0005802499,0.00051995215,0.0001328923,0.000054674078,0.0007025914,0.00018708227,0.99561656],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995567,0.000025891004,0.00003934027,0.00016221078,0.000101302445,0.00011459316],"domain_scores_gemma":[0.998869,0.00026050155,0.00008134418,0.00009179774,0.00023652504,0.00046084533],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008156127,0.0025767155,0.0014022907,0.0027710488,0.0021683099,0.004807877,0.0024335647,0.0068979594,0.98099214],"category_scores_gemma":[0.0012411453,0.00096629333,0.0009704359,0.0022362596,0.0014866189,0.005886058,0.0025532346,0.002581016,0.9843694],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027787552,0.00023593,0.000670428,0.0004977268,0.000021566579,0.00017800982,0.00009545815,0.00029081863,0.0011701768,0.0046054465,0.40638435,0.58557224],"study_design_scores_gemma":[0.000050966635,0.00008951382,0.0010330048,0.00058446854,0.000022721872,0.00060320477,0.00016344308,0.00021717131,0.00029601253,0.0015256496,0.99538726,0.000026576163],"about_ca_topic_score_codex":0.0036898928,"about_ca_topic_score_gemma":0.0034834424,"teacher_disagreement_score":0.019007862,"about_ca_system_score_codex":0.0012050959,"about_ca_system_score_gemma":0.0010580381,"threshold_uncertainty_score":0.027112424},"labels":[],"label_agreement":null},{"id":"W4230538063","doi":"10.22215/etd/2012-09645","title":"Toward interactive audiovisual cartography : motivations, design strategies, and methods","year":2012,"lang":"en","type":"dissertation","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"Social Sciences and Humanities Research Council of Canada; Deutsches Krebsforschungszentrum","keywords":"Cartography; Humanities; Geography; Visual arts; Art","score_opus":0.09632706435028948,"score_gpt":0.4571791288025555,"score_spread":0.36085206445226603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230538063","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019495968,0.0009268472,0.9444832,0.0016063678,0.00006473563,0.0010587428,0.00015291342,0.00090119895,0.031309996],"genre_scores_gemma":[0.108523905,0.0009078599,0.8741282,0.0002656581,0.000049443373,0.0015790188,0.0002624024,0.00034980362,0.013933701],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916248,0.005282243,0.00026439363,0.00079826865,0.001650882,0.00037932713],"domain_scores_gemma":[0.9882428,0.007360968,0.0003901336,0.0012389105,0.0020154207,0.0007517443],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008687538,0.0013936907,0.00042401752,0.0032856618,0.0014582409,0.009157188,0.002685799,0.0018129004,0.014488906],"category_scores_gemma":[0.019140404,0.0008488864,0.0007579796,0.0024953838,0.0030114113,0.0045437906,0.0035362593,0.0011767413,0.0034799268],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004524167,0.0008314747,0.0054460843,0.0027440786,0.00011230252,0.00037045134,0.030809388,0.0048122364,0.028322319,0.18022859,0.009489163,0.7363815],"study_design_scores_gemma":[0.00062580855,0.0013633888,0.009763855,0.0030285383,0.00035334218,0.0020341934,0.05322914,0.09910296,0.08192616,0.17613825,0.5721421,0.00029216343],"about_ca_topic_score_codex":0.0031299936,"about_ca_topic_score_gemma":0.004713161,"teacher_disagreement_score":0.014488906,"about_ca_system_score_codex":0.0017182088,"about_ca_system_score_gemma":0.0031680265,"threshold_uncertainty_score":0.0484702},"labels":[],"label_agreement":null},{"id":"W4230978640","doi":"10.4018/9781599043616.ch004","title":"An Approach for Delivering Personalized Advertisements in Interactive TV Customized to Both Users and Advertisers","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Advertising; Personalized marketing; Computer science; Multimedia; Business; Digital marketing","score_opus":0.040231096517119765,"score_gpt":0.3222647395452708,"score_spread":0.28203364302815104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4230978640","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01844493,0.00036970613,0.93571717,0.0014548219,0.00009683964,0.00041569833,0.0006219422,0.0022270335,0.040651836],"genre_scores_gemma":[0.2697637,0.0010619424,0.64414006,0.0007578457,0.000120498284,0.0009729823,0.0008571267,0.00049737626,0.081828475],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905854,0.00029296154,0.000046442983,0.00022595994,0.0002937393,0.000082355175],"domain_scores_gemma":[0.9993825,0.0002546384,0.00004403067,0.00015102272,0.00010031722,0.00006739111],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011170901,0.0008035696,0.00072874385,0.0006282596,0.0008744927,0.0029498795,0.0021105565,0.0022583008,0.00962393],"category_scores_gemma":[0.0021728498,0.00076752127,0.0012755728,0.0011665691,0.0007615232,0.0035885675,0.0014891246,0.0018785327,0.0043042023],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000393315,0.00078705465,0.0034299013,0.00043285103,0.00018549371,0.0007138303,0.0026866798,0.25620568,0.019238744,0.40953326,0.030921329,0.27547193],"study_design_scores_gemma":[0.00007733525,0.00016696466,0.0006328305,0.00005898052,0.00012405678,0.00034610438,0.00030515957,0.83884215,0.0041322657,0.08495792,0.07029899,0.0000571806],"about_ca_topic_score_codex":0.00924336,"about_ca_topic_score_gemma":0.011306695,"teacher_disagreement_score":0.00962393,"about_ca_system_score_codex":0.0019170219,"about_ca_system_score_gemma":0.00175657,"threshold_uncertainty_score":0.03219521},"labels":[],"label_agreement":null},{"id":"W4232925388","doi":"10.4018/978-1-59140-866-6.ch016","title":"Modular Implementation of an Ontology-Driven Multimedia Content Delivery Application for Mobile Networks","year":2006,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Multimedia; Modular design; Middleware (distributed applications); World Wide Web; Service (business); Ontology; Event (particle physics); IP Multimedia Subsystem; Computer network; Quality of service; Operating system","score_opus":0.03526831471945977,"score_gpt":0.32893226813925963,"score_spread":0.29366395341979984,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232925388","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0129037,0.00016552118,0.9440698,0.00021451044,0.00009190571,0.00037498938,0.0002132625,0.014030564,0.027935764],"genre_scores_gemma":[0.08063685,0.00052231876,0.86777616,0.0001923909,0.00003618684,0.0004088396,0.0011651155,0.0015908894,0.047671277],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997402,0.000036821195,0.000015842912,0.000040635245,0.00014148875,0.000024994906],"domain_scores_gemma":[0.99983954,0.00004595076,0.0000086516375,0.000035945468,0.000045553097,0.000024243647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056658156,0.00046131795,0.00030359565,0.00037119605,0.0003715933,0.0011797632,0.0014840942,0.0006150013,0.0047008814],"category_scores_gemma":[0.00070046843,0.0004050221,0.0004674441,0.00038443625,0.00026486337,0.00095558894,0.00081176957,0.0009989376,0.0027866422],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001976667,0.000496537,0.0012542378,0.000720409,0.0000643647,0.001507992,0.0024114745,0.0152545385,0.22244468,0.09244164,0.03280863,0.6303978],"study_design_scores_gemma":[0.00007650395,0.00012383697,0.0016820135,0.00018420818,0.000081550716,0.0016120425,0.00022923763,0.19456828,0.113294445,0.016043175,0.6720174,0.00008723271],"about_ca_topic_score_codex":0.0015126739,"about_ca_topic_score_gemma":0.0017067915,"teacher_disagreement_score":0.0047008814,"about_ca_system_score_codex":0.000613127,"about_ca_system_score_gemma":0.0007949046,"threshold_uncertainty_score":0.01572597},"labels":[],"label_agreement":null},{"id":"W4233357856","doi":"10.1145/502386.502388","title":"Phidgets","year":2001,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Debugging; Computer science; Programmer; Interface (matter); User interface; Human–computer interaction; Graphical user interface; Software; Embedded system; Operating system","score_opus":0.05505734218381079,"score_gpt":0.38735298181901723,"score_spread":0.3322956396352064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233357856","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024659114,0.0026317337,0.16481397,0.0019651519,0.002432001,0.0020110253,0.04825002,0.1561429,0.5970941],"genre_scores_gemma":[0.13759157,0.0041068927,0.107136875,0.0027742737,0.0004880906,0.001743837,0.112256505,0.037719265,0.59618276],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982968,0.00028924184,0.00016605947,0.00024193859,0.00077295746,0.00023305403],"domain_scores_gemma":[0.99539536,0.0009779091,0.00019457952,0.001639253,0.0012769997,0.0005158532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016604838,0.001559489,0.00067919685,0.0019453798,0.0010251538,0.00382603,0.0023451129,0.0013882014,0.17906342],"category_scores_gemma":[0.010658664,0.0008017336,0.0008027274,0.0024134272,0.0005057657,0.0063693835,0.004724984,0.0017924578,0.11017671],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009811674,0.00021068586,0.0030715435,0.00095014233,0.000045460452,0.00057872565,0.0011492218,0.0009364382,0.0043782955,0.026975421,0.6434927,0.31723025],"study_design_scores_gemma":[0.000050845254,0.00010077062,0.0008860765,0.0000975643,0.00001822768,0.00032174165,0.0001606011,0.000596186,0.002111387,0.0032213083,0.99240327,0.000031983283],"about_ca_topic_score_codex":0.002559591,"about_ca_topic_score_gemma":0.002277049,"teacher_disagreement_score":0.17906342,"about_ca_system_score_codex":0.0005024454,"about_ca_system_score_gemma":0.0009857523,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4233884817","doi":"10.22215/etd/2006-08465","title":"SIP-RTI: a high level architecture, runtime infrastructure build on a SIP-enabled conferencing mechanism","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Canadian Heritage","funders":"Government of Ontario; International Business Machines Corporation","keywords":"Architecture; Computer science; Operating system; Mechanism (biology); Art; Physics; Visual arts","score_opus":0.020955890839266994,"score_gpt":0.29911832189462034,"score_spread":0.2781624310553533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233884817","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013593685,0.0002545368,0.86296505,0.00025668292,0.00019602862,0.00034476054,0.000835864,0.09513992,0.026413413],"genre_scores_gemma":[0.1758888,0.00071753556,0.7629221,0.00031041497,0.00017328448,0.0005356448,0.006075168,0.008605597,0.04477137],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99931955,0.00013145304,0.000054725602,0.00009988543,0.0002873261,0.00010713547],"domain_scores_gemma":[0.99927,0.00011002602,0.000043335756,0.00026062698,0.00016022225,0.00015577092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014424373,0.00061171653,0.00044150557,0.00059734815,0.000520362,0.0018721465,0.0013752445,0.00076147856,0.0056171035],"category_scores_gemma":[0.0015180281,0.00075808394,0.0006926909,0.00035099112,0.00052649993,0.001748012,0.001120269,0.0021336754,0.005346417],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011458247,0.0007678682,0.0025966105,0.0008794019,0.00020820502,0.0009770694,0.0014045164,0.028380794,0.35052544,0.15366557,0.11030936,0.3491394],"study_design_scores_gemma":[0.0002344247,0.00053904543,0.004269057,0.00018561134,0.0002144281,0.001168552,0.0001534266,0.27777824,0.2205866,0.024804873,0.4698463,0.00021941359],"about_ca_topic_score_codex":0.0010588887,"about_ca_topic_score_gemma":0.0010592812,"teacher_disagreement_score":0.0056171035,"about_ca_system_score_codex":0.0006289063,"about_ca_system_score_gemma":0.0016607557,"threshold_uncertainty_score":0.01879114},"labels":[],"label_agreement":null},{"id":"W4234514911","doi":"10.1109/tmm.2018.2831999","title":"IEEE Transactions on Multimedia","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Multimedia","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Università degli Studi di Perugia; University of Science and Technology of China; Simon Fraser University; Tongji University; University of Hong Kong; Institute for Infocomm Research; Academia Sinica; Beijing University of Posts and Telecommunications; Samsung; Korea University; Nanyang Technological University; Microsoft Research Asia; Indiana University Bloomington; Dartmouth College; De Montfort University; Microsoft Research; Università degli Studi di Torino; LOEWE Zentrum AdRIA; Università Degli Studi di Modena e Reggio Emila; Universitat Politècnica de Catalunya; University of Technology Sydney; Cardiff University; Cisco Systems","keywords":"Computer science; Multimedia; Computer network; World Wide Web","score_opus":0.04197486961567568,"score_gpt":0.3322802217173517,"score_spread":0.290305352101676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234514911","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02076822,0.05860013,0.32698983,0.010004158,0.050561786,0.0005766799,0.0030427391,0.005310676,0.5241458],"genre_scores_gemma":[0.12244094,0.035343844,0.09257966,0.0018966057,0.005368428,0.00025111428,0.0053779306,0.00068447745,0.7360571],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993241,0.00008889383,0.00005013132,0.00007484312,0.00040249235,0.000059552283],"domain_scores_gemma":[0.9984499,0.00014857574,0.0000432642,0.00031698728,0.0009454633,0.00009586515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072643184,0.0011209443,0.00087556615,0.0016626994,0.00069548225,0.002410029,0.0010562309,0.0013944502,0.073421456],"category_scores_gemma":[0.0021478606,0.00031492306,0.00046757868,0.0017810839,0.0005803314,0.0016356535,0.0010368248,0.0011553878,0.029679613],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015167995,0.00012403936,0.00049292395,0.00039657066,0.000064542655,0.0002442779,0.00008743537,0.0021163176,0.012677125,0.018870918,0.28821665,0.6765575],"study_design_scores_gemma":[0.000022598846,0.000118938464,0.0019055398,0.00017048234,0.00009066069,0.0005940767,0.00023390877,0.020249957,0.011195261,0.019471714,0.94590116,0.000045810895],"about_ca_topic_score_codex":0.0035216392,"about_ca_topic_score_gemma":0.005149478,"teacher_disagreement_score":0.073421456,"about_ca_system_score_codex":0.00056622527,"about_ca_system_score_gemma":0.0010640261,"threshold_uncertainty_score":0.24561924},"labels":[],"label_agreement":null},{"id":"W4235839885","doi":"10.1109/tmm.2020.2973164","title":"IEEE Transactions on Multimedia","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Multimedia","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Standards Association","funders":"Institute for Infocomm Research; Hefei University of Technology; University of Miami; Northwestern University; Hefei University; University of Science and Technology of China; Hong Kong University of Science and Technology; Università di Catania; Ball State University; Nanjing University of Science and Technology; Tongji University; Università degli Studi di Perugia; Tsinghua University; Federation University Australia; University of Hong Kong; Northwestern Polytechnical University; Murdoch University; National University of Singapore; Microsoft Research; Nanjing University; Charles Sturt University; Microsoft Research Asia; University of Technology Sydney; Cisco Systems","keywords":"Computer science; Multimedia; Computer network","score_opus":0.05512351067365925,"score_gpt":0.3193603287911619,"score_spread":0.26423681811750266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235839885","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01750686,0.06316368,0.30434647,0.008631751,0.045878984,0.00058336096,0.0029788956,0.005852241,0.55105776],"genre_scores_gemma":[0.10595151,0.03784269,0.08388838,0.0018483023,0.004831585,0.00024691998,0.0053919093,0.00071601017,0.75928265],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993073,0.00009163566,0.000051136663,0.00007536995,0.00041534522,0.00005917893],"domain_scores_gemma":[0.99858874,0.00014297302,0.000041768213,0.000289263,0.0008482549,0.00008894166],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070878834,0.0011397967,0.0008939791,0.0017047136,0.00067850336,0.0023876398,0.0010456229,0.0013626459,0.073477186],"category_scores_gemma":[0.0020394537,0.00032673532,0.00044813356,0.001869648,0.0005587523,0.0015984747,0.0010530616,0.001164113,0.034237336],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012771788,0.00010935964,0.00042380553,0.0003802749,0.000056015255,0.00021466515,0.00008233898,0.001718445,0.010240052,0.016382094,0.3036779,0.66658723],"study_design_scores_gemma":[0.00001964849,0.00010137793,0.0016151901,0.00017151037,0.00007885584,0.00053961616,0.00018507201,0.016038835,0.008622048,0.016541958,0.9560459,0.000039886236],"about_ca_topic_score_codex":0.0036621895,"about_ca_topic_score_gemma":0.005281189,"teacher_disagreement_score":0.9265228,"about_ca_system_score_codex":0.00054129085,"about_ca_system_score_gemma":0.0010646826,"threshold_uncertainty_score":0.24580562},"labels":[],"label_agreement":null},{"id":"W4235979983","doi":"10.1007/3-540-45491-8_63","title":"Accessible Digital Media","year":2002,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"NTSC; Digital television; Telecommunications; Computer science; European union; Transmission (telecommunications); Terrestrial television; Digital Revolution; Digital media; Process (computing); Multimedia; Digital broadcasting; World Wide Web; International trade; Business","score_opus":0.040749907002926446,"score_gpt":0.3035100438102257,"score_spread":0.26276013680729926,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235979983","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00082323735,0.0024801206,0.003999419,0.0007298165,0.00056257227,0.000026702564,0.00027691107,0.00044860368,0.99065256],"genre_scores_gemma":[0.0072063752,0.0037064226,0.0012518563,0.00028894292,0.00031665273,0.000025145788,0.0003235538,0.00016532133,0.98671585],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997465,0.000026772297,0.000009527785,0.000042958956,0.00014200658,0.000032151398],"domain_scores_gemma":[0.9996815,0.00007568923,0.000015277745,0.00008267441,0.00007468027,0.000070240036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025898856,0.0006987543,0.00034679953,0.0025846632,0.001189084,0.006204678,0.00081253384,0.0011775644,0.29863384],"category_scores_gemma":[0.0010163022,0.00028044457,0.00031942825,0.002559311,0.00085017114,0.007203616,0.0033866775,0.0012183835,0.11738284],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036358964,0.00008405333,0.00020249853,0.00034812902,0.000006799194,0.00020151862,0.0010582817,0.00016315171,0.0023398548,0.18487667,0.31016335,0.50051934],"study_design_scores_gemma":[0.0000020398693,0.000009488785,0.0002521068,0.0001328806,0.000004042529,0.00015179015,0.00023561185,0.00009588141,0.00047495644,0.013208249,0.9854284,0.000004522869],"about_ca_topic_score_codex":0.0007198704,"about_ca_topic_score_gemma":0.0017871156,"teacher_disagreement_score":0.29863384,"about_ca_system_score_codex":0.0005573279,"about_ca_system_score_gemma":0.00053794845,"threshold_uncertainty_score":0.99902976},"labels":[],"label_agreement":null},{"id":"W4236328258","doi":"10.1007/978-0-387-39940-9_3277","title":"Personalized Web","year":2009,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Database Systems","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Computer science; World Wide Web; Medicine","score_opus":0.03290860257862475,"score_gpt":0.30355437286869347,"score_spread":0.2706457702900687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236328258","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0036423919,0.003909681,0.08836621,0.0014511944,0.0009495797,0.0002297415,0.0064795148,0.025395146,0.8695766],"genre_scores_gemma":[0.016247924,0.004267824,0.02225651,0.0009521131,0.0004058924,0.00008955136,0.008733337,0.0022469538,0.9447999],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99971336,0.000025433079,0.000012674533,0.00005581887,0.00016257043,0.00003021489],"domain_scores_gemma":[0.99968874,0.000046943907,0.000011051375,0.00014855027,0.00006439669,0.00004028912],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022771,0.00069439516,0.00046636836,0.0016818454,0.00072013837,0.0033394105,0.0009065056,0.0010845596,0.18788399],"category_scores_gemma":[0.00084263436,0.00041335353,0.00038974872,0.0026342673,0.00024550545,0.0045515806,0.0019088136,0.0010690128,0.171463],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039724404,0.000096544805,0.00024554398,0.00025494792,0.000017493137,0.0001263758,0.00014453409,0.0004899752,0.0037245916,0.02495225,0.49193504,0.477973],"study_design_scores_gemma":[0.000005627401,0.000010926108,0.0004502657,0.00007155693,0.000011493371,0.00030368063,0.000054564673,0.0012652607,0.0019087017,0.0089789145,0.9869266,0.000012345013],"about_ca_topic_score_codex":0.0011658419,"about_ca_topic_score_gemma":0.0025011862,"teacher_disagreement_score":0.18788399,"about_ca_system_score_codex":0.00036435795,"about_ca_system_score_gemma":0.00045107192,"threshold_uncertainty_score":0.62853456},"labels":[],"label_agreement":null},{"id":"W4236980050","doi":"10.14745/ccdr.v43i09a03f","title":"Un guide de présentation pour les communications rapides","year":2017,"lang":"fr","type":"article","venue":"Relevé des maladies transmissibles au Canada","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Political science","score_opus":0.04457787471189178,"score_gpt":0.3208179493558387,"score_spread":0.2762400746439469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236980050","genre_codex":"other","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002171842,0.037173506,0.1740683,0.05259591,0.07318336,0.0028964053,0.020489866,0.034989867,0.6024309],"genre_scores_gemma":[0.0040891888,0.013649798,0.04575319,0.004959247,0.0031422493,0.0012926635,0.004618966,0.0023796475,0.92011505],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947666,0.001212118,0.00032992518,0.00026632196,0.0030581863,0.0003669209],"domain_scores_gemma":[0.9762151,0.004569514,0.0004737939,0.00096944923,0.01692725,0.0008448569],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0050969203,0.0016151314,0.001093296,0.003958826,0.002287036,0.008437568,0.001928978,0.003486375,0.31992742],"category_scores_gemma":[0.027810587,0.0007655716,0.0007574961,0.0030033705,0.0011961448,0.003046214,0.001874304,0.0034394849,0.2630067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003939455,0.000020564039,0.00006393641,0.0003344311,0.0000053820163,0.00007316803,0.00023631207,0.000258576,0.0010088073,0.0043996107,0.86995167,0.1236081],"study_design_scores_gemma":[0.000005247018,0.0000084285175,0.00006624,0.00013779398,0.0000022643803,0.000042805375,0.00006476246,0.00012769784,0.00020354573,0.00040841827,0.99892455,0.000008218082],"about_ca_topic_score_codex":0.08484995,"about_ca_topic_score_gemma":0.087840006,"teacher_disagreement_score":0.31992742,"about_ca_system_score_codex":0.0043545067,"about_ca_system_score_gemma":0.017769484,"threshold_uncertainty_score":0.970041},"labels":[],"label_agreement":null},{"id":"W4237116693","doi":"10.32920/ryerson.14651712","title":"Xstreamulator: a rich media webcasting application for lectures and events","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Webcast; Computer science; Bitmap; Multimedia; Video Graphics Array; World Wide Web; Process (computing); Operating system; Computer graphics (images); Software","score_opus":0.048809609182076504,"score_gpt":0.36984625370998636,"score_spread":0.32103664452790986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237116693","genre_codex":"software","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019512974,0.0006695494,0.4342861,0.00025213335,0.00041063016,0.0011347667,0.0059545455,0.47923094,0.058548387],"genre_scores_gemma":[0.21193677,0.0024877805,0.44363025,0.001185039,0.0007576333,0.001848771,0.03866827,0.048477802,0.25100753],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9996445,0.000048758,0.000030503366,0.000047103455,0.00018395533,0.00004506996],"domain_scores_gemma":[0.9994349,0.00015149427,0.000046752855,0.00010734309,0.00012170597,0.00013782784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006618191,0.0008519686,0.0004783474,0.0012455608,0.0004362893,0.0012172764,0.0014931351,0.0007725754,0.03500483],"category_scores_gemma":[0.0016653554,0.0005547318,0.0005116613,0.00052640383,0.00016267388,0.0014135427,0.0018049945,0.0014326164,0.01806214],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011450404,0.0005513983,0.0017283541,0.00081958,0.000066010754,0.0008381049,0.00067737565,0.0037730443,0.1055394,0.009675255,0.3191524,0.55603397],"study_design_scores_gemma":[0.00049968157,0.000388212,0.008106662,0.00027164808,0.00011215051,0.0012148987,0.00016507682,0.08153229,0.118394986,0.0046893647,0.7843891,0.00023609727],"about_ca_topic_score_codex":0.0011666096,"about_ca_topic_score_gemma":0.001604892,"teacher_disagreement_score":0.03500483,"about_ca_system_score_codex":0.00034776743,"about_ca_system_score_gemma":0.00075130496,"threshold_uncertainty_score":0.1171028},"labels":[],"label_agreement":null},{"id":"W4238958276","doi":"10.4018/9781605669847.ch051","title":"A Framework for Analyzing Social Interaction Using Broadband Visual Communication Technologies","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Broadband; Computer science; Human–computer interaction; Telecommunications","score_opus":0.09932856730229218,"score_gpt":0.3959697957405944,"score_spread":0.2966412284383022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238958276","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02855341,0.004919644,0.8073239,0.005545132,0.00021906651,0.0023779601,0.0015447895,0.00042375314,0.14909236],"genre_scores_gemma":[0.29755467,0.0028310274,0.68117994,0.0006188603,0.00009470964,0.006156829,0.0010611373,0.00010254079,0.010400218],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9961753,0.0026507655,0.00014194316,0.0003882548,0.0004513311,0.00019232676],"domain_scores_gemma":[0.9966434,0.0024839675,0.00027531484,0.0001847883,0.00027662076,0.00013595555],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0042173616,0.0016733229,0.0007036575,0.0077313962,0.003486786,0.007010786,0.0022699717,0.0021736876,0.007585306],"category_scores_gemma":[0.0045699254,0.0005369958,0.0018351462,0.0061945515,0.007162799,0.00592286,0.003528515,0.0020381447,0.0012562523],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013393399,0.00013767167,0.0032150613,0.00041778086,0.000045333578,0.00033019055,0.026608227,0.003164225,0.00085743837,0.9193268,0.0044808374,0.04140299],"study_design_scores_gemma":[0.000042703196,0.000114860726,0.008802157,0.0010202343,0.000054606444,0.00071163505,0.05014099,0.03820142,0.00056587136,0.7385337,0.16170834,0.00010345597],"about_ca_topic_score_codex":0.017614271,"about_ca_topic_score_gemma":0.013689691,"teacher_disagreement_score":0.017614271,"about_ca_system_score_codex":0.0051026475,"about_ca_system_score_gemma":0.004470088,"threshold_uncertainty_score":0.03702247},"labels":[],"label_agreement":null},{"id":"W4239419627","doi":"10.1109/tac.2018.2863125","title":"IEEE Transactions on Multimedia","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Automatic Control","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Multimedia","score_opus":0.023753628718462285,"score_gpt":0.30749904410178175,"score_spread":0.2837454153833195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239419627","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022613605,0.06150581,0.3801046,0.008799113,0.044639934,0.0005392847,0.003441993,0.005511881,0.47284374],"genre_scores_gemma":[0.14615744,0.035337027,0.10627327,0.0018573878,0.0055710287,0.0002474522,0.0057209088,0.0006812868,0.6981542],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994512,0.00006931808,0.000038947084,0.000062873085,0.00032627818,0.000051255603],"domain_scores_gemma":[0.9987986,0.00012142602,0.000037247733,0.00025551175,0.00070880447,0.00007838477],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057739957,0.0010560644,0.0008303655,0.0016042183,0.0006099676,0.0021871533,0.0009663642,0.0012532992,0.07358474],"category_scores_gemma":[0.0017779557,0.0002760742,0.00044558186,0.0015740133,0.00051066396,0.0013999569,0.00094337517,0.00096956256,0.023616336],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016234835,0.00011187724,0.00047355884,0.00038553687,0.000067664594,0.0002381133,0.00007977089,0.0027612292,0.014130068,0.02006583,0.24281274,0.7187113],"study_design_scores_gemma":[0.000027975995,0.00014846686,0.002146404,0.00018478902,0.00010927088,0.0006283968,0.000252633,0.030368948,0.014348018,0.023322282,0.9284089,0.00005387266],"about_ca_topic_score_codex":0.003682079,"about_ca_topic_score_gemma":0.0054242956,"teacher_disagreement_score":0.92641526,"about_ca_system_score_codex":0.00052317267,"about_ca_system_score_gemma":0.0009644322,"threshold_uncertainty_score":0.24616545},"labels":[],"label_agreement":null},{"id":"W4239767255","doi":"10.1109/tac.2018.2853858","title":"IEEE Transactions on Multimedia","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Automatic Control","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Multimedia","score_opus":0.023753628718462285,"score_gpt":0.30749904410178175,"score_spread":0.2837454153833195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239767255","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022613605,0.06150581,0.3801046,0.008799113,0.044639934,0.0005392847,0.003441993,0.005511881,0.47284374],"genre_scores_gemma":[0.14615744,0.035337027,0.10627327,0.0018573878,0.0055710287,0.0002474522,0.0057209088,0.0006812868,0.6981542],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994512,0.00006931808,0.000038947084,0.000062873085,0.00032627818,0.000051255603],"domain_scores_gemma":[0.9987986,0.00012142602,0.000037247733,0.00025551175,0.00070880447,0.00007838477],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057739957,0.0010560644,0.0008303655,0.0016042183,0.0006099676,0.0021871533,0.0009663642,0.0012532992,0.07358474],"category_scores_gemma":[0.0017779557,0.0002760742,0.00044558186,0.0015740133,0.00051066396,0.0013999569,0.00094337517,0.00096956256,0.023616336],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016234835,0.00011187724,0.00047355884,0.00038553687,0.000067664594,0.0002381133,0.00007977089,0.0027612292,0.014130068,0.02006583,0.24281274,0.7187113],"study_design_scores_gemma":[0.000027975995,0.00014846686,0.002146404,0.00018478902,0.00010927088,0.0006283968,0.000252633,0.030368948,0.014348018,0.023322282,0.9284089,0.00005387266],"about_ca_topic_score_codex":0.003682079,"about_ca_topic_score_gemma":0.0054242956,"teacher_disagreement_score":0.92641526,"about_ca_system_score_codex":0.00052317267,"about_ca_system_score_gemma":0.0009644322,"threshold_uncertainty_score":0.24616545},"labels":[],"label_agreement":null},{"id":"W4240858350","doi":"10.1080/14926150109556456","title":"Newsround","year":2001,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Business","score_opus":0.02404733527702673,"score_gpt":0.32699685166604464,"score_spread":0.3029495163890179,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240858350","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000676541,0.0031034607,0.00034029697,0.012211696,0.04342008,0.00011252468,0.0030770565,0.00087689783,0.93618155],"genre_scores_gemma":[0.000832771,0.0006642463,0.00008982287,0.0018015109,0.0024400465,0.000021794198,0.0008751891,0.00013849344,0.99313617],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994487,0.000037588135,0.000020898296,0.00008087106,0.00029007785,0.00012184899],"domain_scores_gemma":[0.99864775,0.00013415044,0.000061571496,0.00012591718,0.0004948685,0.0005357882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006541082,0.0010290336,0.0005690373,0.0017283191,0.0017510668,0.0053840927,0.0012016704,0.0026191394,0.70668226],"category_scores_gemma":[0.0023086437,0.00037153543,0.00060900097,0.0012411263,0.0004550935,0.0020364008,0.001874072,0.0021141486,0.57580674],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004009976,0.000015119262,0.000067998364,0.00006010858,0.0000015084198,0.000048272173,0.000015721724,0.000013139349,0.00014681515,0.0012173062,0.9603559,0.03801802],"study_design_scores_gemma":[0.0000049987043,0.000005658481,0.00018584995,0.000022297812,9.440583e-7,0.000016676975,0.00002026181,0.000010797356,0.000043305692,0.00022902287,0.999458,0.0000022019747],"about_ca_topic_score_codex":0.0061094826,"about_ca_topic_score_gemma":0.014704414,"teacher_disagreement_score":0.70668226,"about_ca_system_score_codex":0.0010008843,"about_ca_system_score_gemma":0.0018082424,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4241317003","doi":"10.1007/978-3-030-62124-7_2","title":"A Taste of Multimedia","year":2021,"lang":"en","type":"book-chapter","venue":"Texts in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Multimedia; Computer science; Taste; Presentation (obstetrics); Set (abstract data type); Graphics; Point (geometry); Field (mathematics); Transition (genetics); State (computer science); Simple (philosophy); Computer graphics (images)","score_opus":0.040740004207612424,"score_gpt":0.3257821171508229,"score_spread":0.28504211294321047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241317003","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057902944,0.01876641,0.0056373226,0.017080639,0.00567309,0.000030889918,0.00013261974,0.0003093477,0.9517907],"genre_scores_gemma":[0.004868324,0.008045461,0.0016123587,0.006064886,0.0028413138,0.00002923919,0.00007695621,0.00034247333,0.9761189],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999297,0.0001812446,0.000018135033,0.000098631055,0.00034906872,0.00005598073],"domain_scores_gemma":[0.9992124,0.0003012299,0.000021235901,0.0000893786,0.00022080632,0.00015492433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006699482,0.00094793376,0.0005990914,0.0035592488,0.0030108315,0.008727095,0.0010907166,0.0025803458,0.104237214],"category_scores_gemma":[0.0019411959,0.0002820225,0.0003839596,0.0035980085,0.0030585187,0.009716998,0.0032035734,0.0043260967,0.035058215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013784755,0.000023344703,0.00003526212,0.00015983208,0.0000030674312,0.000055540644,0.001209105,0.000088763605,0.00047039398,0.3517188,0.5485214,0.09770067],"study_design_scores_gemma":[0.0000012050066,0.000004691562,0.00003836648,0.00009011614,9.964755e-7,0.000052158954,0.00022476511,0.000047304402,0.000053677544,0.01653784,0.9829457,0.0000032813941],"about_ca_topic_score_codex":0.0024491362,"about_ca_topic_score_gemma":0.007123226,"teacher_disagreement_score":0.104237214,"about_ca_system_score_codex":0.0020816252,"about_ca_system_score_gemma":0.0013235549,"threshold_uncertainty_score":0.3487082},"labels":[],"label_agreement":null},{"id":"W4241360398","doi":"10.4016/38691.01","title":"Website Design Toronto","year":2012,"lang":"en","type":"dataset","venue":"SciVee","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Website design; World Wide Web; Computer science","score_opus":0.08146499436182142,"score_gpt":0.3861102849878236,"score_spread":0.3046452906260022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241360398","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012037461,0.00028790976,0.00012936664,0.00007340826,0.000043665972,0.000028049953,0.9952962,0.000574583,0.0023632],"genre_scores_gemma":[0.001543119,0.00014522766,0.00028811238,0.000032998418,0.000009435667,0.00006225795,0.99500847,0.00006966179,0.0028406293],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908626,0.00013953567,0.00010349553,0.00027828055,0.00025569164,0.0001366824],"domain_scores_gemma":[0.9976801,0.00056604034,0.00019590561,0.00060743507,0.000666195,0.00028441404],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005600578,0.0025288681,0.0011405059,0.0052580284,0.000933658,0.0023973272,0.0013837381,0.0015659335,0.049786594],"category_scores_gemma":[0.0052724886,0.0006315356,0.0017401262,0.0056903483,0.00036548704,0.0011577542,0.0014388222,0.0015398866,0.079234466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010439976,0.00005224936,0.0024248995,0.0007411532,0.00004232969,0.000028534638,0.000039295865,0.00038268178,0.0001602977,0.00030880515,0.9863985,0.009316939],"study_design_scores_gemma":[0.00019972857,0.000047272508,0.016215915,0.00039209705,0.000080838065,0.00012508509,0.00012535772,0.0014064923,0.0006036587,0.0006889923,0.98007274,0.00004182125],"about_ca_topic_score_codex":0.04862984,"about_ca_topic_score_gemma":0.11355166,"teacher_disagreement_score":0.95021343,"about_ca_system_score_codex":0.0013601799,"about_ca_system_score_gemma":0.0023297854,"threshold_uncertainty_score":0.16655278},"labels":[],"label_agreement":null},{"id":"W4241648807","doi":"10.1080/14926150409556613","title":"Newsround","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Environmental science","score_opus":0.019290206966560156,"score_gpt":0.3181403151482497,"score_spread":0.29885010818168956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241648807","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000690785,0.003073019,0.000343252,0.012499336,0.041930288,0.00010753122,0.0031034746,0.00088999607,0.9373623],"genre_scores_gemma":[0.000872864,0.00066610763,0.00009369676,0.0017829986,0.0024213248,0.000021208582,0.0008766523,0.0001421845,0.993123],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994431,0.000037941594,0.000021190242,0.00008116506,0.00029370387,0.00012284145],"domain_scores_gemma":[0.99862313,0.00013617455,0.00006106089,0.0001273563,0.00051165465,0.0005406181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064811745,0.0010165147,0.00056740385,0.0017587142,0.0017955526,0.0053502196,0.0012307309,0.0025755565,0.70640695],"category_scores_gemma":[0.0023211376,0.0003646834,0.0006016025,0.001270922,0.00046662093,0.0020527383,0.0018609831,0.0020805004,0.569638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039065002,0.000014947872,0.00007117893,0.00005977558,0.0000015057647,0.00004962025,0.00001672118,0.000013149611,0.00014891889,0.0012683747,0.95999753,0.038319197],"study_design_scores_gemma":[0.0000048072857,0.0000053957524,0.00018721528,0.000021766335,9.500428e-7,0.000017136368,0.000021326414,0.0000108398135,0.000044454504,0.00023729893,0.9994467,0.0000022150798],"about_ca_topic_score_codex":0.0065818042,"about_ca_topic_score_gemma":0.015859496,"teacher_disagreement_score":0.70640695,"about_ca_system_score_codex":0.0010391407,"about_ca_system_score_gemma":0.0018909303,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4241816490","doi":"10.1007/978-1-4939-7131-2_101348","title":"Time-Aware Social Network-Based Social Profile Building Process","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Social network (sociolinguistics); Process (computing); Computer science; Business; Process management; World Wide Web; Social media; Operating system","score_opus":0.04064079916690026,"score_gpt":0.3428323302967847,"score_spread":0.30219153112988445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241816490","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.033581343,0.0005235167,0.94127434,0.00039436205,0.0001924445,0.00035229968,0.0008325047,0.0025918153,0.020257395],"genre_scores_gemma":[0.53962386,0.0007460481,0.43622673,0.00011084225,0.00012575317,0.0002524215,0.0019047462,0.0003256608,0.020683885],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989171,0.00021380966,0.000050085768,0.00027196863,0.00047184032,0.000075253214],"domain_scores_gemma":[0.99866617,0.0005545042,0.000100233374,0.00025994243,0.0003057801,0.00011343412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011996455,0.0005932209,0.00059878547,0.0013920757,0.0008804993,0.001896354,0.0013433978,0.00065150537,0.004146937],"category_scores_gemma":[0.0036817745,0.00033808593,0.00065070053,0.0013316929,0.00028379323,0.0030262878,0.0018745236,0.0009374807,0.003047667],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00035139933,0.00052441546,0.0073876367,0.0004177517,0.00012873128,0.00033098704,0.0017989336,0.03907634,0.04480602,0.044844355,0.01788811,0.8424453],"study_design_scores_gemma":[0.000018779698,0.00012161106,0.008190817,0.00010189495,0.000138923,0.0004746196,0.00085616275,0.8620689,0.03424902,0.041559085,0.05212315,0.00009709633],"about_ca_topic_score_codex":0.0024370933,"about_ca_topic_score_gemma":0.0037054939,"teacher_disagreement_score":0.004146937,"about_ca_system_score_codex":0.0006229134,"about_ca_system_score_gemma":0.00085514295,"threshold_uncertainty_score":0.013872862},"labels":[],"label_agreement":null},{"id":"W4242528249","doi":"10.1109/tac.2018.2826281","title":"IEEE Transactions on Multimedia","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Automatic Control","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science; Multimedia","score_opus":0.023753628718462285,"score_gpt":0.30749904410178175,"score_spread":0.2837454153833195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242528249","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022613605,0.06150581,0.3801046,0.008799113,0.044639934,0.0005392847,0.003441993,0.005511881,0.47284374],"genre_scores_gemma":[0.14615744,0.035337027,0.10627327,0.0018573878,0.0055710287,0.0002474522,0.0057209088,0.0006812868,0.6981542],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994512,0.00006931808,0.000038947084,0.000062873085,0.00032627818,0.000051255603],"domain_scores_gemma":[0.9987986,0.00012142602,0.000037247733,0.00025551175,0.00070880447,0.00007838477],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057739957,0.0010560644,0.0008303655,0.0016042183,0.0006099676,0.0021871533,0.0009663642,0.0012532992,0.07358474],"category_scores_gemma":[0.0017779557,0.0002760742,0.00044558186,0.0015740133,0.00051066396,0.0013999569,0.00094337517,0.00096956256,0.023616336],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016234835,0.00011187724,0.00047355884,0.00038553687,0.000067664594,0.0002381133,0.00007977089,0.0027612292,0.014130068,0.02006583,0.24281274,0.7187113],"study_design_scores_gemma":[0.000027975995,0.00014846686,0.002146404,0.00018478902,0.00010927088,0.0006283968,0.000252633,0.030368948,0.014348018,0.023322282,0.9284089,0.00005387266],"about_ca_topic_score_codex":0.003682079,"about_ca_topic_score_gemma":0.0054242956,"teacher_disagreement_score":0.92641526,"about_ca_system_score_codex":0.00052317267,"about_ca_system_score_gemma":0.0009644322,"threshold_uncertainty_score":0.24616545},"labels":[],"label_agreement":null},{"id":"W4242607224","doi":"10.32920/ryerson.14651712.v1","title":"Xstreamulator: a rich media webcasting application for lectures and events","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Webcast; Computer science; Bitmap; Multimedia; Video Graphics Array; World Wide Web; Process (computing); Operating system; Computer graphics (images); Software","score_opus":0.048809609182076504,"score_gpt":0.36984625370998636,"score_spread":0.32103664452790986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242607224","genre_codex":"software","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019512974,0.0006695494,0.4342861,0.00025213335,0.00041063016,0.0011347667,0.0059545455,0.47923094,0.058548387],"genre_scores_gemma":[0.21193677,0.0024877805,0.44363025,0.001185039,0.0007576333,0.001848771,0.03866827,0.048477802,0.25100753],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996445,0.000048758,0.000030503366,0.000047103455,0.00018395533,0.00004506996],"domain_scores_gemma":[0.9994349,0.00015149427,0.000046752855,0.00010734309,0.00012170597,0.00013782784],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006618191,0.0008519686,0.0004783474,0.0012455608,0.0004362893,0.0012172764,0.0014931351,0.0007725754,0.03500483],"category_scores_gemma":[0.0016653554,0.0005547318,0.0005116613,0.00052640383,0.00016267388,0.0014135427,0.0018049945,0.0014326164,0.01806214],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011450404,0.0005513983,0.0017283541,0.00081958,0.000066010754,0.0008381049,0.00067737565,0.0037730443,0.1055394,0.009675255,0.3191524,0.55603397],"study_design_scores_gemma":[0.00049968157,0.000388212,0.008106662,0.00027164808,0.00011215051,0.0012148987,0.00016507682,0.08153229,0.118394986,0.0046893647,0.7843891,0.00023609727],"about_ca_topic_score_codex":0.0011666096,"about_ca_topic_score_gemma":0.001604892,"teacher_disagreement_score":0.03500483,"about_ca_system_score_codex":0.00034776743,"about_ca_system_score_gemma":0.00075130496,"threshold_uncertainty_score":0.1171028},"labels":[],"label_agreement":null},{"id":"W4242638286","doi":"10.1145/500249.500258","title":"Java multimedia telecollaboration","year":2001,"lang":"en","type":"article","venue":"Proceedings of the ninth ACM international conference on Multimedia - MULTIMEDIA '01","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Java; Computer science; Multimedia; Real time Java; Quality (philosophy); World Wide Web; Programming language","score_opus":0.06315225643134739,"score_gpt":0.3507427358992781,"score_spread":0.2875904794679307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242638286","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020090526,0.0008833711,0.54232806,0.0018014102,0.0010978089,0.00055212725,0.0017858854,0.24767464,0.18378615],"genre_scores_gemma":[0.2785468,0.0016428852,0.37385803,0.0032531829,0.0007733459,0.0008249759,0.008579763,0.0349056,0.2976154],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985286,0.00022622681,0.0001239753,0.0002622098,0.00060947466,0.00024946206],"domain_scores_gemma":[0.99696237,0.0005750561,0.00017715152,0.0010031571,0.0009773171,0.00030492904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018297283,0.0006768029,0.00032392622,0.00083805807,0.0006791665,0.002288426,0.0017820699,0.0009876126,0.033001162],"category_scores_gemma":[0.00488971,0.00042845833,0.00038260766,0.0005967037,0.00044743315,0.0025612593,0.0015594147,0.0018396334,0.011701989],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013731744,0.00036294624,0.0014901359,0.0004694496,0.000042487285,0.0006624406,0.00086873776,0.0017627191,0.053162172,0.06541185,0.22275153,0.6516423],"study_design_scores_gemma":[0.00019776257,0.00017597454,0.0015153124,0.0001053677,0.000031026208,0.00089453446,0.00006062564,0.014286063,0.0361631,0.008747936,0.93772674,0.00009557092],"about_ca_topic_score_codex":0.0021847114,"about_ca_topic_score_gemma":0.0023968562,"teacher_disagreement_score":0.033001162,"about_ca_system_score_codex":0.0005589749,"about_ca_system_score_gemma":0.0009129929,"threshold_uncertainty_score":0.11039984},"labels":[],"label_agreement":null},{"id":"W4243374602","doi":"10.4018/978-1-60566-982-3.ch111","title":"On the Use of Web Services in Content Adaptation","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa; Ontario Tech University","funders":"","keywords":"Computer science; World Wide Web; Adaptation (eye); Content adaptation; Interoperability; Multimedia; The Internet; Web service; Context (archaeology); Multi-frequency network; Coding (social sciences); Heterogeneous network; Ubiquitous computing; Telecommunications; Human–computer interaction","score_opus":0.1826117567055318,"score_gpt":0.30030677049865917,"score_spread":0.11769501379312736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243374602","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004583036,0.081298515,0.27559447,0.0047779456,0.0015809356,0.00017818403,0.000097191325,0.0012320104,0.6306576],"genre_scores_gemma":[0.14802116,0.18226507,0.2947741,0.0043560932,0.0017742848,0.00048746978,0.00045037427,0.0013400108,0.36653137],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992291,0.0002294222,0.00003382813,0.00007944788,0.00037365226,0.00005455526],"domain_scores_gemma":[0.9994523,0.00032132148,0.000020209452,0.000086155196,0.00008328887,0.000036697093],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079349766,0.00087593624,0.00041114062,0.0018917127,0.0008965053,0.003774707,0.0011528328,0.0015222048,0.005807095],"category_scores_gemma":[0.0014203049,0.00042998142,0.0005725829,0.003513551,0.00264529,0.0059096487,0.0018932349,0.0023716434,0.004104938],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023345956,0.00005285251,0.00015128966,0.00045592897,0.000020493442,0.0003554983,0.0013028166,0.0025226725,0.0022977565,0.6158436,0.0269898,0.34998402],"study_design_scores_gemma":[0.000009352004,0.000026400296,0.00027556426,0.00079477404,0.000021295162,0.0008826595,0.00030141632,0.009054601,0.0015966309,0.23027885,0.75673085,0.000027611124],"about_ca_topic_score_codex":0.00260749,"about_ca_topic_score_gemma":0.0024465397,"teacher_disagreement_score":0.005807095,"about_ca_system_score_codex":0.0013212633,"about_ca_system_score_gemma":0.0008581844,"threshold_uncertainty_score":0.019426703},"labels":[],"label_agreement":null},{"id":"W4243827353","doi":"10.1145/1218063.1217969","title":"URICA","year":2006,"lang":"en","type":"article","venue":"ACM SIGOPS Operating Systems Review","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Adaptation (eye); Content adaptation; Mobile device; Multimedia; Human–computer interaction; Fidelity; Bandwidth (computing); World Wide Web; Ubiquitous computing; Computer network; Telecommunications","score_opus":0.04060085066111734,"score_gpt":0.36054198941591653,"score_spread":0.3199411387547992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243827353","genre_codex":"software","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0095625175,0.004349041,0.22889431,0.0017627052,0.001356472,0.0014057842,0.01666605,0.421313,0.31469014],"genre_scores_gemma":[0.12694138,0.0044421223,0.29328996,0.003096414,0.0007596173,0.0028291333,0.089796714,0.08536941,0.39347523],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99717367,0.0005119755,0.00018229816,0.00061020494,0.0011882618,0.00033353208],"domain_scores_gemma":[0.9967648,0.0005134561,0.00017238503,0.0011922254,0.0009888583,0.0003683079],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002219055,0.0015312355,0.0013916561,0.0022000242,0.0014164661,0.004867131,0.0036268614,0.0018774797,0.118916534],"category_scores_gemma":[0.008773111,0.0010618899,0.0012178487,0.0018703723,0.0007398415,0.004934786,0.0049916185,0.0021583778,0.10624119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014884084,0.00033189304,0.0022903404,0.0010978829,0.00017016516,0.00048800334,0.0007773515,0.0026008943,0.015015471,0.043556545,0.54779416,0.38438892],"study_design_scores_gemma":[0.00013951382,0.00014743075,0.0011661008,0.00016828178,0.000058890044,0.0004249163,0.00010257479,0.013623852,0.007970916,0.012895784,0.9632135,0.00008823648],"about_ca_topic_score_codex":0.0038587605,"about_ca_topic_score_gemma":0.0036415083,"teacher_disagreement_score":0.118916534,"about_ca_system_score_codex":0.0012006034,"about_ca_system_score_gemma":0.0020613384,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4243838894","doi":"10.24124/2006/bpgub1306","title":"VirtualBC.com: a website revitalization","year":2006,"lang":"en","type":"dissertation","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Northern British Columbia; University of British Columbia","funders":"","keywords":"Multinational corporation; Plan (archaeology); Resource (disambiguation); Engineering; Business; Public relations; Marketing; Political science; Computer science; Geography","score_opus":0.01838986643381138,"score_gpt":0.3486215044112669,"score_spread":0.33023163797745547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4243838894","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20706154,0.0011028771,0.006077211,0.020990504,0.0009546304,0.0008821388,0.0005616956,0.0015825225,0.76078683],"genre_scores_gemma":[0.42740947,0.001387339,0.010553634,0.0039147967,0.00033465328,0.0004822295,0.0013183949,0.0004969806,0.5541025],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984133,0.0005847771,0.000032645654,0.000130029,0.0005626874,0.00027653514],"domain_scores_gemma":[0.997969,0.00028591914,0.0001249665,0.00017889838,0.000547452,0.0008937855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018831653,0.00021627499,0.00011893871,0.00090111524,0.0021903974,0.0038886245,0.0008687236,0.0009513216,0.016088143],"category_scores_gemma":[0.0029158483,0.00017728085,0.00017445133,0.0009230016,0.000684337,0.0021902942,0.0016440644,0.0011163572,0.003525758],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011859105,0.0013915824,0.0051374733,0.00021359789,0.000009713494,0.0005384742,0.011265691,0.00033704122,0.0034287276,0.040746417,0.42068148,0.51613116],"study_design_scores_gemma":[0.000036125115,0.00023862025,0.009769501,0.000070311224,0.0000060066977,0.0003239793,0.0064893756,0.000536303,0.0018029714,0.0010725625,0.9796311,0.000022928449],"about_ca_topic_score_codex":0.008445683,"about_ca_topic_score_gemma":0.02084075,"teacher_disagreement_score":0.9915543,"about_ca_system_score_codex":0.002884066,"about_ca_system_score_gemma":0.004380741,"threshold_uncertainty_score":0.053820252},"labels":[],"label_agreement":null},{"id":"W4244346392","doi":"10.1145/585060.585063","title":"Multimedia document engineering in MCF","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Computer science; Reuse; Multimedia; Abstraction; Software engineering; Granularity; Human–computer interaction; Abstraction layer; Formalism (music); Encapsulation (networking); Software; Programming language; Engineering","score_opus":0.02877819487212382,"score_gpt":0.29566286936633146,"score_spread":0.26688467449420766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244346392","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014918837,0.0008875,0.94778425,0.000972758,0.00009696893,0.00010479413,0.00007934053,0.0011272912,0.034028266],"genre_scores_gemma":[0.20485556,0.0012196262,0.7744928,0.0003463298,0.000112108115,0.00020609554,0.0001913213,0.00035630772,0.018219909],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979108,0.00083519414,0.00013189489,0.00022902408,0.00075535476,0.00013768986],"domain_scores_gemma":[0.99707747,0.001684489,0.00019630406,0.00060181366,0.00035036454,0.000089539695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029411244,0.0004074197,0.00031751455,0.0011074719,0.0012001472,0.0027999906,0.00097036053,0.0010915685,0.00369422],"category_scores_gemma":[0.00556422,0.000435556,0.0006500859,0.000874809,0.0037507638,0.0041862335,0.0024312446,0.001223341,0.00065322826],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000020828402,0.000020562844,0.00015952086,0.0001098969,0.000004261779,0.00022731266,0.0012780236,0.0060287435,0.0033008475,0.9420641,0.0017947733,0.04499112],"study_design_scores_gemma":[0.00005051434,0.00011147722,0.0002783626,0.00023538186,0.000027894699,0.0014231954,0.0006128295,0.05464823,0.016105346,0.54242486,0.3840162,0.000065661196],"about_ca_topic_score_codex":0.0026807385,"about_ca_topic_score_gemma":0.0020148838,"teacher_disagreement_score":0.00369422,"about_ca_system_score_codex":0.0013930425,"about_ca_system_score_gemma":0.0013374698,"threshold_uncertainty_score":0.0155543685},"labels":[],"label_agreement":null},{"id":"W4244732519","doi":"10.1080/14926150409556636","title":"Newsround","year":2004,"lang":"en","type":"article","venue":"Canadian Journal of Science Mathematics and Technology Education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Business","score_opus":0.019290206966560156,"score_gpt":0.3181403151482497,"score_spread":0.29885010818168956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244732519","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000690785,0.003073019,0.000343252,0.012499336,0.041930288,0.00010753122,0.0031034746,0.00088999607,0.9373623],"genre_scores_gemma":[0.000872864,0.00066610763,0.00009369676,0.0017829986,0.0024213248,0.000021208582,0.0008766523,0.0001421845,0.993123],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994431,0.000037941594,0.000021190242,0.00008116506,0.00029370387,0.00012284145],"domain_scores_gemma":[0.99862313,0.00013617455,0.00006106089,0.0001273563,0.00051165465,0.0005406181],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064811745,0.0010165147,0.00056740385,0.0017587142,0.0017955526,0.0053502196,0.0012307309,0.0025755565,0.70640695],"category_scores_gemma":[0.0023211376,0.0003646834,0.0006016025,0.001270922,0.00046662093,0.0020527383,0.0018609831,0.0020805004,0.569638],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039065002,0.000014947872,0.00007117893,0.00005977558,0.0000015057647,0.00004962025,0.00001672118,0.000013149611,0.00014891889,0.0012683747,0.95999753,0.038319197],"study_design_scores_gemma":[0.0000048072857,0.0000053957524,0.00018721528,0.000021766335,9.500428e-7,0.000017136368,0.000021326414,0.0000108398135,0.000044454504,0.00023729893,0.9994467,0.0000022150798],"about_ca_topic_score_codex":0.0065818042,"about_ca_topic_score_gemma":0.015859496,"teacher_disagreement_score":0.70640695,"about_ca_system_score_codex":0.0010391407,"about_ca_system_score_gemma":0.0018909303,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4246753335","doi":"10.1016/b978-155860651-7/50162-5","title":"A Multimedia System for Authoring Motion Pictures  Permission to make digital/hard copies of all or part of this material for personal or classroom use is granted without fee provided that the copies are not made or distributed for profit or commercial advantage, the copyright notice, the title of the publication and its date appear, and notice is given that copyright is by permission of the ACM, Inc. To copy otherwise, to republish, to post on servers or to redistribute to lists, requires specific permission and/or fee.","year":2002,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Multimedia; Variety (cybernetics); Presentation (obstetrics); Key (lock); Process (computing); Representation (politics); Motion (physics); Permission; Authoring system; Human–computer interaction; Software; Artificial intelligence; Programming language","score_opus":0.08706098285765508,"score_gpt":0.3182545321364828,"score_spread":0.23119354927882774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246753335","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01722677,0.0094895,0.6434207,0.0010208363,0.0014430572,0.0015447545,0.00850731,0.074759975,0.24258709],"genre_scores_gemma":[0.07132808,0.008528198,0.34938282,0.001134509,0.00064755685,0.0010737213,0.008539502,0.0039310693,0.55543447],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998534,0.000020006983,0.000010262278,0.000037055266,0.000067182875,0.000012014445],"domain_scores_gemma":[0.9997019,0.0001032728,0.000015589127,0.00006013225,0.00006839371,0.00005058913],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004520135,0.0009552954,0.0004281805,0.0014341302,0.0003674289,0.0014333983,0.0013163133,0.001389137,0.0937789],"category_scores_gemma":[0.0009772675,0.0004172599,0.00030906443,0.0010580956,0.00021769672,0.0018991837,0.00092098286,0.0005125835,0.04710734],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031903462,0.00010489518,0.00036004785,0.00066111627,0.000030470741,0.00040655816,0.00029960126,0.000552461,0.06325487,0.007848117,0.21061173,0.715551],"study_design_scores_gemma":[0.00009434953,0.00021016551,0.0016392217,0.00021953772,0.000076900025,0.0026695605,0.000116463794,0.011264009,0.038154226,0.0048062177,0.9406754,0.0000739512],"about_ca_topic_score_codex":0.0005556946,"about_ca_topic_score_gemma":0.0014545934,"teacher_disagreement_score":0.9062211,"about_ca_system_score_codex":0.00027945114,"about_ca_system_score_gemma":0.0002952728,"threshold_uncertainty_score":0.31372172},"labels":[],"label_agreement":null},{"id":"W4246799043","doi":"10.1109/iwmc.1992.666173","title":"Real-Time Synchronization Control in Multimedia Distributed Systems","year":2005,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Synchronization (alternating current); Multimedia; Real-time computing; Control (management); Time synchronization; Distributed computing; Computer network; Artificial intelligence","score_opus":0.011993584011626493,"score_gpt":0.2897586902464913,"score_spread":0.27776510623486483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246799043","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.115869515,0.0007078811,0.87687904,0.00031018283,0.0001672663,0.000036781712,0.0000217604,0.00032367985,0.005683853],"genre_scores_gemma":[0.98601115,0.00014400917,0.011715068,0.000034902077,0.000067781955,0.000024083223,0.000012253475,0.0000133364965,0.0019773713],"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","domain_scores_codex":[0.99966455,0.000070079404,0.000020219702,0.00009592157,0.00010582048,0.000043328233],"domain_scores_gemma":[0.9991823,0.00037550103,0.00014617381,0.000056636974,0.00019927509,0.00004008793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006639172,0.00030198312,0.00038478698,0.00034505496,0.00042551104,0.00085700845,0.00061644753,0.00037432983,0.0014207115],"category_scores_gemma":[0.0023554561,0.00014798951,0.000146715,0.00035224177,0.00048667807,0.0006044878,0.00043073794,0.00036288003,0.00014547449],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007969892,0.00021207347,0.0015470452,0.00022287831,0.000096259464,0.0002778947,0.0005310275,0.5875874,0.0645762,0.0776732,0.0022554477,0.2642236],"study_design_scores_gemma":[0.00004939093,0.000099558936,0.00045089523,0.00000603979,0.000019608095,0.000037440357,0.000029169149,0.98430413,0.0047128103,0.009165291,0.0011150237,0.000010621565],"about_ca_topic_score_codex":0.0022417628,"about_ca_topic_score_gemma":0.0017958508,"teacher_disagreement_score":0.0022417628,"about_ca_system_score_codex":0.00043541196,"about_ca_system_score_gemma":0.00036191664,"threshold_uncertainty_score":0.004752755},"labels":[],"label_agreement":null},{"id":"W4247176353","doi":"10.1145/571990.571991","title":"Customizable physical interfaces for interacting with conventional applications","year":2002,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Graphical user interface; Computer science; Personalization; Human–computer interaction; User interface; Interface (matter); Control (management); Function (biology); Post-WIMP; Graphical user interface testing; User interface design; Programming language; World Wide Web; User experience design; Operating system; Artificial intelligence","score_opus":0.054716478063334816,"score_gpt":0.3609336706821385,"score_spread":0.3062171926188037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247176353","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020190608,0.00042889902,0.93560225,0.00093947345,0.0002236114,0.00057529454,0.00011898526,0.012206532,0.02971428],"genre_scores_gemma":[0.1474424,0.00060977717,0.8297135,0.00076327036,0.000117834534,0.0011980706,0.00019428927,0.0013751491,0.018585695],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805593,0.0006515605,0.00017118685,0.00027549764,0.0007143426,0.00013152167],"domain_scores_gemma":[0.99576664,0.001393664,0.00024660525,0.0019357516,0.0004787361,0.00017865568],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033170413,0.0010046245,0.00038985407,0.0010284686,0.0005432669,0.002458048,0.0034452854,0.0014105935,0.01798322],"category_scores_gemma":[0.009914812,0.0007506347,0.0006692372,0.0006447696,0.0013264252,0.0048513636,0.0031755508,0.0019094561,0.0036131523],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034483094,0.0005571766,0.0036698629,0.0015195869,0.000109405504,0.0012875999,0.006918899,0.0063904277,0.13095793,0.24784915,0.040676277,0.5597189],"study_design_scores_gemma":[0.0002624735,0.0010305042,0.01007757,0.00085164304,0.0002349592,0.0053238478,0.0016530656,0.05714082,0.04954737,0.09635652,0.7771482,0.00037310613],"about_ca_topic_score_codex":0.0005676562,"about_ca_topic_score_gemma":0.0010486325,"teacher_disagreement_score":0.01798322,"about_ca_system_score_codex":0.00043552386,"about_ca_system_score_gemma":0.00044535298,"threshold_uncertainty_score":0.060159862},"labels":[],"label_agreement":null},{"id":"W4247820400","doi":"10.32920/ryerson.14639475","title":"The Other Mobile TV: ATSC MDTV Broadcasting In Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Broadcasting (networking); Telecommunications; Digital broadcasting; Service (business); Commercial broadcasting; Terrestrial television; Mobile service; Computer science; Digital television; Advertising; Business; Public broadcasting; Multimedia; Computer security; Marketing","score_opus":0.036114580448432645,"score_gpt":0.32513981319836127,"score_spread":0.28902523274992864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247820400","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005704834,0.039488647,0.0007276914,0.53859884,0.033082664,0.000043344164,0.0013079115,0.0001368551,0.38090917],"genre_scores_gemma":[0.16170199,0.03585087,0.00150731,0.30748296,0.009500471,0.00006122516,0.0007365354,0.0002859582,0.48287266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971443,0.00023776547,0.000080356556,0.00025448788,0.001580482,0.0007025865],"domain_scores_gemma":[0.9965835,0.0005550634,0.00007498432,0.00006201331,0.00232567,0.00039883962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009774868,0.0004874583,0.00040714908,0.0009578404,0.014310661,0.0070154555,0.001617047,0.007089078,0.015792312],"category_scores_gemma":[0.004112813,0.00018310292,0.00051513454,0.0019699428,0.004109933,0.0017696257,0.001287926,0.0060873,0.0016947597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025465553,0.000007371334,0.00052319316,0.00019373513,0.0000066198327,0.000336515,0.0046316134,0.00011432466,0.00031175904,0.10590794,0.87153816,0.016403224],"study_design_scores_gemma":[0.0000024215412,0.0000022551108,0.00072159694,0.00012349094,0.0000053752124,0.00004124013,0.0019448124,0.000040728235,0.00006850317,0.0007657782,0.9962708,0.0000130961225],"about_ca_topic_score_codex":0.98941946,"about_ca_topic_score_gemma":0.99371004,"teacher_disagreement_score":0.06800863,"about_ca_system_score_codex":0.06800863,"about_ca_system_score_gemma":0.122093745,"threshold_uncertainty_score":0.4934395},"labels":[],"label_agreement":null},{"id":"W4248294699","doi":"10.1145/1453805","title":"Proceedings of the 1st international conference on Designing interactive user experiences for TV and video","year":2008,"lang":"en","type":"paratext","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"IPTV; Interactive television; The Internet; Computer science; Multimedia; Internet television; Field (mathematics); Schematic; World Wide Web; Telecommunications; Engineering","score_opus":0.08755228454958634,"score_gpt":0.3805943893395816,"score_spread":0.29304210478999526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248294699","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030838788,0.040353656,0.39642826,0.010508805,0.016157271,0.0018902053,0.0010999356,0.0045412565,0.4981819],"genre_scores_gemma":[0.08920966,0.024154652,0.22581597,0.0026535743,0.0012212809,0.003572668,0.0038963058,0.0033286498,0.6461474],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977762,0.0009937283,0.00013662754,0.00033677815,0.0005768021,0.00017985798],"domain_scores_gemma":[0.9975345,0.0009929627,0.000063556676,0.0003624624,0.0006512326,0.00039533092],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038552154,0.0014822545,0.0010727063,0.0007950671,0.0012645496,0.0063529485,0.0015555952,0.0015485155,0.08495719],"category_scores_gemma":[0.005648153,0.0007342621,0.001249779,0.0006775296,0.001708863,0.0041559064,0.0035485227,0.0028666654,0.016937504],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003556828,0.0006425335,0.0014600109,0.0016574365,0.00010656867,0.00043516225,0.010441968,0.0010357363,0.015080762,0.037557743,0.35419363,0.57703274],"study_design_scores_gemma":[0.000026619737,0.00017719695,0.0016023876,0.0006288537,0.000053902633,0.00030834984,0.0014217795,0.0013306353,0.001610356,0.0046437737,0.98815906,0.000037024234],"about_ca_topic_score_codex":0.002789722,"about_ca_topic_score_gemma":0.0043873433,"teacher_disagreement_score":0.08495719,"about_ca_system_score_codex":0.0012099872,"about_ca_system_score_gemma":0.0021730454,"threshold_uncertainty_score":0.2842101},"labels":[],"label_agreement":null},{"id":"W4248438633","doi":"10.1109/tmm.2020.2980724","title":"IEEE Transactions on Multimedia","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Multimedia","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Standards Association","funders":"Institute for Infocomm Research; Hefei University of Technology; University of Miami; Northwestern University; Hefei University; University of Science and Technology of China; Hong Kong University of Science and Technology; Università di Catania; Ball State University; Nanjing University of Science and Technology; Tongji University; Università degli Studi di Perugia; Tsinghua University; Federation University Australia; University of Hong Kong; Northwestern Polytechnical University; Murdoch University; National University of Singapore; Microsoft Research; Nanjing University; Charles Sturt University; Microsoft Research Asia; University of Technology Sydney; Cisco Systems","keywords":"Computer science; Multimedia; Computer network","score_opus":0.05512351067365925,"score_gpt":0.3193603287911619,"score_spread":0.26423681811750266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248438633","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01750686,0.06316368,0.30434647,0.008631751,0.045878984,0.00058336096,0.0029788956,0.005852241,0.55105776],"genre_scores_gemma":[0.10595151,0.03784269,0.08388838,0.0018483023,0.004831585,0.00024691998,0.0053919093,0.00071601017,0.75928265],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993073,0.00009163566,0.000051136663,0.00007536995,0.00041534522,0.00005917893],"domain_scores_gemma":[0.99858874,0.00014297302,0.000041768213,0.000289263,0.0008482549,0.00008894166],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070878834,0.0011397967,0.0008939791,0.0017047136,0.00067850336,0.0023876398,0.0010456229,0.0013626459,0.073477186],"category_scores_gemma":[0.0020394537,0.00032673532,0.00044813356,0.001869648,0.0005587523,0.0015984747,0.0010530616,0.001164113,0.034237336],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012771788,0.00010935964,0.00042380553,0.0003802749,0.000056015255,0.00021466515,0.00008233898,0.001718445,0.010240052,0.016382094,0.3036779,0.66658723],"study_design_scores_gemma":[0.00001964849,0.00010137793,0.0016151901,0.00017151037,0.00007885584,0.00053961616,0.00018507201,0.016038835,0.008622048,0.016541958,0.9560459,0.000039886236],"about_ca_topic_score_codex":0.0036621895,"about_ca_topic_score_gemma":0.005281189,"teacher_disagreement_score":0.9265228,"about_ca_system_score_codex":0.00054129085,"about_ca_system_score_gemma":0.0010646826,"threshold_uncertainty_score":0.24580562},"labels":[],"label_agreement":null},{"id":"W4249439891","doi":"10.4018/978-1-60566-652-5.ch033","title":"Adopting Tools for Online Synchronous Communication","year":2009,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval; Memorial University of Newfoundland","funders":"","keywords":"Immediacy; Computer science; Videoconferencing; Multimedia; Compatibility (geochemistry); Engineering","score_opus":0.06052929430078116,"score_gpt":0.34187339041929105,"score_spread":0.28134409611850986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249439891","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.061251074,0.025269575,0.3197224,0.007176918,0.0021215233,0.00038042694,0.000098081015,0.0024488638,0.58153117],"genre_scores_gemma":[0.3697839,0.042324312,0.34557086,0.0020879563,0.0013122121,0.00089854904,0.0003659183,0.0009525334,0.23670368],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99844885,0.00065405,0.000086562926,0.00012363741,0.000566557,0.00012030525],"domain_scores_gemma":[0.9977112,0.0015548649,0.00015832539,0.00021806147,0.0002159448,0.0001416314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020885188,0.00059440825,0.00033884103,0.0013972571,0.0011257045,0.005593998,0.0015322835,0.0015570297,0.011624274],"category_scores_gemma":[0.0039833123,0.00026615974,0.00042903994,0.0015472082,0.0015636613,0.008654686,0.0031071408,0.0016335782,0.0034620643],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026221609,0.00019047441,0.0006281308,0.00075411185,0.0000073287256,0.00061567186,0.01692523,0.00046982436,0.004335837,0.22799934,0.018337484,0.72971034],"study_design_scores_gemma":[0.000012541826,0.00012463151,0.000764835,0.001032222,0.000015404554,0.0014174854,0.006147064,0.0010457673,0.0027654495,0.026216595,0.960429,0.00002900685],"about_ca_topic_score_codex":0.00037280185,"about_ca_topic_score_gemma":0.0007925889,"teacher_disagreement_score":0.011624274,"about_ca_system_score_codex":0.0007526855,"about_ca_system_score_gemma":0.00091389375,"threshold_uncertainty_score":0.038887084},"labels":[],"label_agreement":null},{"id":"W4249808682","doi":"10.1017/9789048542055.003","title":"Low-Resolution Media Façades in a Data Society","year":2019,"lang":"en","type":"other","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Resolution (logic); Geography; Computer science; Artificial intelligence","score_opus":0.08640357658148619,"score_gpt":0.371243259407378,"score_spread":0.28483968282589184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249808682","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23984146,0.0064237104,0.124164045,0.012997517,0.00095090194,0.00010856239,0.00051929563,0.0020741362,0.61292034],"genre_scores_gemma":[0.9273862,0.0014570593,0.023476684,0.0005433579,0.00024050755,0.00008006547,0.00010724186,0.00026917696,0.046439674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992112,0.00041949205,0.000022623242,0.000062676736,0.00019958382,0.000084379935],"domain_scores_gemma":[0.99885964,0.0006448943,0.00006269544,0.00022537417,0.00013057435,0.0000767244],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00095733046,0.00057628675,0.00013576317,0.0014777292,0.0022920554,0.009597492,0.0004982506,0.00077332667,0.009957508],"category_scores_gemma":[0.0022803978,0.00027204305,0.00023523226,0.001194309,0.0057906196,0.0051768734,0.0042209476,0.0015029816,0.0011593794],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001427195,0.000031543128,0.001681812,0.00028174638,0.000015288038,0.0005929719,0.05260879,0.0031873526,0.010056263,0.81604564,0.013349448,0.102006376],"study_design_scores_gemma":[0.000028486787,0.00006956362,0.003072215,0.00032772418,0.0000317638,0.000997007,0.028534211,0.0046578464,0.005204687,0.10828173,0.8487328,0.00006196955],"about_ca_topic_score_codex":0.0031066756,"about_ca_topic_score_gemma":0.0042395215,"teacher_disagreement_score":0.009957508,"about_ca_system_score_codex":0.0014782541,"about_ca_system_score_gemma":0.0005157907,"threshold_uncertainty_score":0.033311248},"labels":[],"label_agreement":null},{"id":"W4250597793","doi":"10.1109/tmm.2020.2966202","title":"IEEE Transactions on Multimedia","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Multimedia","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Standards Association","funders":"Institute for Infocomm Research; Hefei University of Technology; University of Miami; Northwestern University; Hefei University; University of Science and Technology of China; Hong Kong University of Science and Technology; Università di Catania; Ball State University; Nanjing University of Science and Technology; Tongji University; Università degli Studi di Perugia; Tsinghua University; Federation University Australia; University of Hong Kong; Northwestern Polytechnical University; Beijing University of Posts and Telecommunications; Murdoch University; University of Technology Sydney; National University of Singapore; Microsoft Research; Nanjing University; Charles Sturt University; Microsoft Research Asia","keywords":"Computer science; Multimedia; Computer network","score_opus":0.05512351067365925,"score_gpt":0.3193603287911619,"score_spread":0.26423681811750266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250597793","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01750686,0.06316368,0.30434647,0.008631751,0.045878984,0.00058336096,0.0029788956,0.005852241,0.55105776],"genre_scores_gemma":[0.10595151,0.03784269,0.08388838,0.0018483023,0.004831585,0.00024691998,0.0053919093,0.00071601017,0.75928265],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993073,0.00009163566,0.000051136663,0.00007536995,0.00041534522,0.00005917893],"domain_scores_gemma":[0.99858874,0.00014297302,0.000041768213,0.000289263,0.0008482549,0.00008894166],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070878834,0.0011397967,0.0008939791,0.0017047136,0.00067850336,0.0023876398,0.0010456229,0.0013626459,0.073477186],"category_scores_gemma":[0.0020394537,0.00032673532,0.00044813356,0.001869648,0.0005587523,0.0015984747,0.0010530616,0.001164113,0.034237336],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012771788,0.00010935964,0.00042380553,0.0003802749,0.000056015255,0.00021466515,0.00008233898,0.001718445,0.010240052,0.016382094,0.3036779,0.66658723],"study_design_scores_gemma":[0.00001964849,0.00010137793,0.0016151901,0.00017151037,0.00007885584,0.00053961616,0.00018507201,0.016038835,0.008622048,0.016541958,0.9560459,0.000039886236],"about_ca_topic_score_codex":0.0036621895,"about_ca_topic_score_gemma":0.005281189,"teacher_disagreement_score":0.9265228,"about_ca_system_score_codex":0.00054129085,"about_ca_system_score_gemma":0.0010646826,"threshold_uncertainty_score":0.24580562},"labels":[],"label_agreement":null},{"id":"W4253237288","doi":"10.32920/ryerson.14663832","title":"Video and Audio Fusion for Streaming Applications","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Microphone; The Internet; Java applet; Multimedia; Synchronization (alternating current); Dialog box; Robot; Java; Real-time computing; Computer graphics (images); Operating system; Telecommunications; Artificial intelligence","score_opus":0.04542874441683581,"score_gpt":0.37023639666624786,"score_spread":0.32480765224941205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253237288","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027898706,0.0032139898,0.94822305,0.00055619975,0.00048011294,0.00017223529,0.00019391916,0.0028885633,0.016373161],"genre_scores_gemma":[0.44866034,0.0045330366,0.5096062,0.0005259921,0.0010695828,0.0002345391,0.00077097665,0.00057303964,0.03402637],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99938905,0.00006743398,0.000026204296,0.00012581362,0.0003226654,0.00006879509],"domain_scores_gemma":[0.99935573,0.00018196572,0.000054786597,0.00012920046,0.00024069945,0.00003765812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066370494,0.0006052318,0.00044869076,0.00086591335,0.00047571282,0.0011020193,0.0009103466,0.0009281677,0.00892261],"category_scores_gemma":[0.0017691028,0.00026120726,0.0003950476,0.0008637626,0.00053713174,0.002224428,0.0012215693,0.0011017056,0.0031721115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007678863,0.00013109889,0.00066450326,0.00035235862,0.00007548772,0.00038790493,0.00044351476,0.01137714,0.28989586,0.032092478,0.009910376,0.6539015],"study_design_scores_gemma":[0.00017227889,0.0007768603,0.0019991926,0.00021933865,0.00017674683,0.002210601,0.00058547256,0.35164192,0.39511532,0.055184383,0.19179748,0.000120449164],"about_ca_topic_score_codex":0.000965003,"about_ca_topic_score_gemma":0.0008675622,"teacher_disagreement_score":0.00892261,"about_ca_system_score_codex":0.00054066774,"about_ca_system_score_gemma":0.00038327003,"threshold_uncertainty_score":0.029849112},"labels":[],"label_agreement":null},{"id":"W4253324824","doi":"10.1145/500249.500256","title":"A broadband web-based application for video sharing and annotation","year":2001,"lang":"en","type":"article","venue":"Proceedings of the ninth ACM international conference on Multimedia - MULTIMEDIA '01","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Computer science; Broadband; Annotation; Multimedia; Work (physics); Broadband networks; World Wide Web; Web application; Telecommunications; Engineering; Artificial intelligence","score_opus":0.060630218234455045,"score_gpt":0.3518983980906248,"score_spread":0.29126817985616976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253324824","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06893025,0.0007578124,0.7120141,0.0016417549,0.00049459137,0.0025007871,0.0039591654,0.12337169,0.086329855],"genre_scores_gemma":[0.2817319,0.0008552671,0.6111177,0.00070668163,0.0004250217,0.002376532,0.007459474,0.0031358346,0.09219161],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995623,0.00009952399,0.000027057979,0.00008196424,0.00018757704,0.000041609022],"domain_scores_gemma":[0.99914706,0.00033794736,0.00003791466,0.0001325605,0.0001791188,0.00016539497],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008664032,0.0003852548,0.0003660889,0.0007463465,0.00082067936,0.0008957069,0.001036028,0.0012050535,0.026713291],"category_scores_gemma":[0.0016248154,0.00031664665,0.00026795504,0.00057851116,0.00023368263,0.0016120449,0.0015457525,0.0007762153,0.011108286],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012795671,0.00088683417,0.0023696637,0.0008390618,0.00005053274,0.002193926,0.0011295833,0.0017758788,0.16134864,0.009341536,0.12385803,0.6949268],"study_design_scores_gemma":[0.0004594853,0.0017173978,0.020454219,0.00053920445,0.00011672993,0.00856931,0.0008878825,0.10796875,0.084128916,0.012783734,0.7620657,0.00030868777],"about_ca_topic_score_codex":0.0010474725,"about_ca_topic_score_gemma":0.00093195424,"teacher_disagreement_score":0.026713291,"about_ca_system_score_codex":0.00019394778,"about_ca_system_score_gemma":0.00039019168,"threshold_uncertainty_score":0.08936483},"labels":[],"label_agreement":null},{"id":"W4253723659","doi":"10.22215/etd/2007-10708","title":"Architecture + media digital augmentations through meta media, mappings, real-time communication and interactivity","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Interactivity; Computer science; Architecture; Digital media; Multimedia; Art; World Wide Web; Visual arts","score_opus":0.044612334498689614,"score_gpt":0.3806578799407642,"score_spread":0.3360455454420746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253723659","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09102257,0.0019459056,0.7385245,0.0014882302,0.00025858358,0.00012605783,0.00016873324,0.004026642,0.16243875],"genre_scores_gemma":[0.6248429,0.0021957161,0.29311332,0.00012989959,0.000112123096,0.00015601738,0.0003282317,0.0005120232,0.07860987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996624,0.000108257926,0.000024814219,0.000067754154,0.00010125393,0.00003549334],"domain_scores_gemma":[0.999393,0.00017162361,0.000053532935,0.00022082454,0.00010763504,0.00005353268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006893513,0.0004936212,0.00019564299,0.00081977854,0.0005608711,0.004526008,0.00063703395,0.00049669645,0.00863977],"category_scores_gemma":[0.0014677913,0.00033520567,0.0004371896,0.0007166724,0.0013875273,0.005719672,0.0018409316,0.0007297293,0.0017863817],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019959295,0.00012382407,0.0020492997,0.000329148,0.000044038632,0.00039956527,0.0049475026,0.012897125,0.057498645,0.56371206,0.005718113,0.35208112],"study_design_scores_gemma":[0.000060662336,0.00032754417,0.0044091986,0.00034862172,0.00014360774,0.0016060857,0.0037985842,0.12094399,0.08632081,0.3695795,0.41236648,0.00009485291],"about_ca_topic_score_codex":0.001452275,"about_ca_topic_score_gemma":0.0020191397,"teacher_disagreement_score":0.00863977,"about_ca_system_score_codex":0.0006926803,"about_ca_system_score_gemma":0.00071417843,"threshold_uncertainty_score":0.028902948},"labels":[],"label_agreement":null},{"id":"W4254212766","doi":"10.22215/etd/2007-07749","title":"A framework for multimedia collaborative spaces","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University; Canadian Heritage","funders":"","keywords":"Multimedia; Computer science","score_opus":0.03884817373539421,"score_gpt":0.4466577450660229,"score_spread":0.4078095713306287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254212766","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014601997,0.00059525884,0.9789898,0.0006358004,0.00012662531,0.00025757717,0.00013437212,0.0017224984,0.016077936],"genre_scores_gemma":[0.05994312,0.00084070786,0.92160094,0.00018873157,0.00012687477,0.0007359452,0.0005493874,0.00036309226,0.015651189],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9960258,0.0016008337,0.0003663915,0.0006612167,0.0010263289,0.00031941952],"domain_scores_gemma":[0.99675167,0.0009123658,0.00019196751,0.0010015544,0.00047521482,0.00066723314],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004889529,0.0011585723,0.00084047444,0.0023134581,0.0037298822,0.009366574,0.005013107,0.0038371175,0.012328364],"category_scores_gemma":[0.007055897,0.0010449637,0.0020207278,0.002397276,0.003939439,0.01105461,0.010463283,0.0030577048,0.0047966237],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000038158654,0.000053844513,0.00019149581,0.00018056574,0.000024728646,0.00026445405,0.0015776379,0.004147253,0.0014301884,0.94001496,0.006856356,0.045220274],"study_design_scores_gemma":[0.000048325164,0.00006493609,0.00017213335,0.0002700476,0.000044484255,0.0006559983,0.0011586951,0.074279495,0.0026538924,0.49436367,0.42622766,0.000060670704],"about_ca_topic_score_codex":0.007840496,"about_ca_topic_score_gemma":0.009570661,"teacher_disagreement_score":0.012328364,"about_ca_system_score_codex":0.0022330128,"about_ca_system_score_gemma":0.0031980034,"threshold_uncertainty_score":0.04124248},"labels":[],"label_agreement":null},{"id":"W4254575898","doi":"10.1111/j.1748-121x.2007.oehold999.x","title":"10.1111/j.1748-121X.2007.OEhold999.x","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Engineering","score_opus":0.016585270538688423,"score_gpt":0.2558263780056051,"score_spread":0.23924110746691668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254575898","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006781555,0.0021815652,0.0009808074,0.0009960624,0.00063524966,0.00006164062,0.0009324674,0.0009558305,0.9925782],"genre_scores_gemma":[0.0011878636,0.000810035,0.00063399086,0.0004936264,0.000118337986,0.00004971823,0.00056448893,0.00018032588,0.9959616],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99957126,0.000027104736,0.000040501956,0.00015489693,0.00010018491,0.00010600402],"domain_scores_gemma":[0.99887246,0.00030818442,0.00008668361,0.00009144113,0.00023458629,0.0004066184],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008139485,0.0024190834,0.0012925823,0.0029568707,0.0020299435,0.00458101,0.0022750704,0.0067359074,0.9820207],"category_scores_gemma":[0.0013951801,0.0009147344,0.00093052746,0.002372632,0.0014800986,0.0059038387,0.0023446032,0.0025024894,0.983469],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023500629,0.00022621195,0.0007587739,0.00047996038,0.000021663744,0.00018485177,0.00010668314,0.0002981849,0.0011866157,0.0046958895,0.38051277,0.6112934],"study_design_scores_gemma":[0.000046114128,0.00008749138,0.0010460248,0.00056377304,0.000024185601,0.0006551505,0.00019521156,0.00021842298,0.00028506177,0.0015674849,0.99528486,0.000026308711],"about_ca_topic_score_codex":0.003830174,"about_ca_topic_score_gemma":0.0036573277,"teacher_disagreement_score":0.017979324,"about_ca_system_score_codex":0.0010750414,"about_ca_system_score_gemma":0.0010412213,"threshold_uncertainty_score":0.025645316},"labels":[],"label_agreement":null},{"id":"W4254988289","doi":"10.1109/tmm.2018.2824220","title":"IEEE Transactions on Multimedia","year":2018,"lang":"en","type":"article","venue":"IEEE Transactions on Multimedia","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Università degli Studi di Perugia; University of Science and Technology of China; Simon Fraser University; Tongji University; University of Hong Kong; Institute for Infocomm Research; Academia Sinica; Beijing University of Posts and Telecommunications; Samsung; Korea University; Nanyang Technological University; Microsoft Research Asia; Indiana University Bloomington; Dartmouth College; De Montfort University; Microsoft Research; Università degli Studi di Torino; LOEWE Zentrum AdRIA; Università Degli Studi di Modena e Reggio Emila; Universitat Politècnica de Catalunya; University of Technology Sydney; Cardiff University; Cisco Systems","keywords":"Computer science; Multimedia; Computer network","score_opus":0.04197486961567568,"score_gpt":0.3322802217173517,"score_spread":0.290305352101676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254988289","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02076822,0.05860013,0.32698983,0.010004158,0.050561786,0.0005766799,0.0030427391,0.005310676,0.5241458],"genre_scores_gemma":[0.12244094,0.035343844,0.09257966,0.0018966057,0.005368428,0.00025111428,0.0053779306,0.00068447745,0.7360571],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993241,0.00008889383,0.00005013132,0.00007484312,0.00040249235,0.000059552283],"domain_scores_gemma":[0.9984499,0.00014857574,0.0000432642,0.00031698728,0.0009454633,0.00009586515],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00072643184,0.0011209443,0.00087556615,0.0016626994,0.00069548225,0.002410029,0.0010562309,0.0013944502,0.073421456],"category_scores_gemma":[0.0021478606,0.00031492306,0.00046757868,0.0017810839,0.0005803314,0.0016356535,0.0010368248,0.0011553878,0.029679613],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015167995,0.00012403936,0.00049292395,0.00039657066,0.000064542655,0.0002442779,0.00008743537,0.0021163176,0.012677125,0.018870918,0.28821665,0.6765575],"study_design_scores_gemma":[0.000022598846,0.000118938464,0.0019055398,0.00017048234,0.00009066069,0.0005940767,0.00023390877,0.020249957,0.011195261,0.019471714,0.94590116,0.000045810895],"about_ca_topic_score_codex":0.0035216392,"about_ca_topic_score_gemma":0.005149478,"teacher_disagreement_score":0.9265785,"about_ca_system_score_codex":0.00056622527,"about_ca_system_score_gemma":0.0010640261,"threshold_uncertainty_score":0.24561924},"labels":[],"label_agreement":null},{"id":"W4255095580","doi":"10.16995/dm.57","title":"CATview","year":2015,"lang":"en","type":"article","venue":"Digital Medievalist","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Visualization; Computer science; World Wide Web; Computer graphics (images); Programming language; Artificial intelligence","score_opus":0.1497890446209353,"score_gpt":0.39626397258955187,"score_spread":0.24647492796861656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255095580","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002217481,0.0032977469,0.44564238,0.0014872582,0.0019043814,0.00046126533,0.027762003,0.39839107,0.118836485],"genre_scores_gemma":[0.045309756,0.0062385537,0.3588245,0.003637171,0.000869262,0.0014960525,0.10743199,0.24982575,0.22636698],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838555,0.00022020089,0.00011682152,0.00022594086,0.0009262408,0.00012523608],"domain_scores_gemma":[0.9964102,0.0012499647,0.000111387315,0.00067144557,0.0012525362,0.00030445078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017823159,0.0015660737,0.0010050179,0.0022951912,0.00077102246,0.0047383206,0.0047377204,0.0019902815,0.25145414],"category_scores_gemma":[0.009174229,0.0011613894,0.0012372755,0.0016011983,0.00053194247,0.0042349203,0.0039070607,0.0023855087,0.121384405],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028967357,0.000045824752,0.00077769696,0.001023881,0.000056013192,0.00019389282,0.00031934446,0.0018663355,0.0041326247,0.01356635,0.80186254,0.17586587],"study_design_scores_gemma":[0.000049915256,0.000029239913,0.0004230679,0.0002018085,0.000022893746,0.00039330832,0.000078586076,0.005487624,0.004668414,0.0067882217,0.981783,0.000073978714],"about_ca_topic_score_codex":0.0027801013,"about_ca_topic_score_gemma":0.0036217028,"teacher_disagreement_score":0.25145414,"about_ca_system_score_codex":0.00066962774,"about_ca_system_score_gemma":0.0013953429,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4255226784","doi":"10.4108/icst.mobimedia2007.1602","title":"Improving the delivery of multimedia embedded in HTML over HTTP on wireless networks","year":2007,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Multimedia; Wireless network; Wireless; Protocol (science); Computer network; World Wide Web; Web server; Hypertext Transfer Protocol; The Internet; Operating system","score_opus":0.019661067246147582,"score_gpt":0.3084890154484695,"score_spread":0.28882794820232194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255226784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6417762,0.0015452871,0.34661737,0.00038500398,0.000105948515,0.00013357316,0.0001428336,0.003422197,0.005871525],"genre_scores_gemma":[0.9166525,0.0011889539,0.07627788,0.00008575748,0.000093006514,0.000048019363,0.0002640111,0.0001868475,0.005202923],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9995442,0.00013095462,0.000034111843,0.000041208274,0.00018846877,0.00006099005],"domain_scores_gemma":[0.99831116,0.00075211044,0.00018875848,0.00020703857,0.00047722092,0.00006367146],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060908403,0.00054369454,0.0003994383,0.00054522674,0.00036282104,0.0006171595,0.00057109765,0.00047243971,0.0012141515],"category_scores_gemma":[0.004197709,0.00019026159,0.00019839444,0.00053620536,0.00020485467,0.0015486681,0.00047652837,0.00039187702,0.0007511617],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095640856,0.00091319944,0.012239162,0.00053154153,0.000104436556,0.00069570506,0.00045382913,0.12341849,0.3813988,0.0047593988,0.0034943055,0.47103477],"study_design_scores_gemma":[0.0000767765,0.0010362628,0.008446854,0.00003303212,0.00023922867,0.0007560115,0.00029315625,0.6664368,0.31318548,0.002671725,0.0067824945,0.000042237287],"about_ca_topic_score_codex":0.0022127242,"about_ca_topic_score_gemma":0.00162611,"teacher_disagreement_score":0.0022127242,"about_ca_system_score_codex":0.0003122411,"about_ca_system_score_gemma":0.00041019224,"threshold_uncertainty_score":0.0043996572},"labels":[],"label_agreement":null},{"id":"W4255254988","doi":"10.1109/tmm.2014.2298932","title":"IEEE Transactions on Multimedia publication information","year":2014,"lang":"en","type":"article","venue":"IEEE Transactions on Multimedia","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Standards Association; Toronto Metropolitan University; McMaster University","funders":"","keywords":"Computer science; Multimedia; Computer network; World Wide Web","score_opus":0.02528765922651188,"score_gpt":0.29539117555783234,"score_spread":0.27010351633132046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255254988","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015156374,0.056333352,0.18529679,0.017441237,0.084253676,0.0009102835,0.021098092,0.010899957,0.60861015],"genre_scores_gemma":[0.043392073,0.037753068,0.033921517,0.0021184129,0.010728081,0.00027633435,0.020191839,0.001536265,0.8500824],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934596,0.000062233376,0.000052653686,0.000060727078,0.00041634878,0.00006205972],"domain_scores_gemma":[0.9980165,0.00029703852,0.00008308359,0.0003199148,0.0011258285,0.00015767114],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00084222975,0.0012106905,0.0011656326,0.0038376683,0.0007144456,0.0034105822,0.0010087797,0.001574391,0.28281897],"category_scores_gemma":[0.0030811762,0.00037937445,0.0005167474,0.0035051703,0.00032555437,0.0025158632,0.0011139914,0.0012748799,0.11337555],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019777307,0.00011906417,0.0004354638,0.00039899818,0.000030327372,0.00014024357,0.000031644326,0.0007786939,0.005402576,0.004753013,0.46685582,0.5208563],"study_design_scores_gemma":[0.000033093842,0.00009541635,0.0020278303,0.00030307006,0.00009732305,0.00039190083,0.00008706121,0.011788968,0.005844445,0.006465165,0.9728196,0.000046127312],"about_ca_topic_score_codex":0.0026558922,"about_ca_topic_score_gemma":0.003981816,"teacher_disagreement_score":0.9965894,"about_ca_system_score_codex":0.0006140171,"about_ca_system_score_gemma":0.0011583648,"threshold_uncertainty_score":0.9461237},"labels":[],"label_agreement":null},{"id":"W4255279474","doi":"10.1109/tmm.2020.2993156","title":"IEEE Transactions on Multimedia","year":2020,"lang":"en","type":"article","venue":"IEEE Transactions on Multimedia","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Standards Association","funders":"Institute for Infocomm Research; Hefei University of Technology; University of Miami; Northwestern University; Hefei University; University of Science and Technology of China; Hong Kong University of Science and Technology; Università di Catania; Ball State University; Nanjing University of Science and Technology; Tongji University; Università degli Studi di Perugia; Tsinghua University; Federation University Australia; University of Hong Kong; Northwestern Polytechnical University; Murdoch University; National University of Singapore; Microsoft Research; Nanjing University; Charles Sturt University; Microsoft Research Asia; University of Technology Sydney; Cisco Systems","keywords":"Computer science; Multimedia; Computer network","score_opus":0.05512351067365925,"score_gpt":0.3193603287911619,"score_spread":0.26423681811750266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255279474","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01750686,0.06316368,0.30434647,0.008631751,0.045878984,0.00058336096,0.0029788956,0.005852241,0.55105776],"genre_scores_gemma":[0.10595151,0.03784269,0.08388838,0.0018483023,0.004831585,0.00024691998,0.0053919093,0.00071601017,0.75928265],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993073,0.00009163566,0.000051136663,0.00007536995,0.00041534522,0.00005917893],"domain_scores_gemma":[0.99858874,0.00014297302,0.000041768213,0.000289263,0.0008482549,0.00008894166],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00070878834,0.0011397967,0.0008939791,0.0017047136,0.00067850336,0.0023876398,0.0010456229,0.0013626459,0.073477186],"category_scores_gemma":[0.0020394537,0.00032673532,0.00044813356,0.001869648,0.0005587523,0.0015984747,0.0010530616,0.001164113,0.034237336],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012771788,0.00010935964,0.00042380553,0.0003802749,0.000056015255,0.00021466515,0.00008233898,0.001718445,0.010240052,0.016382094,0.3036779,0.66658723],"study_design_scores_gemma":[0.00001964849,0.00010137793,0.0016151901,0.00017151037,0.00007885584,0.00053961616,0.00018507201,0.016038835,0.008622048,0.016541958,0.9560459,0.000039886236],"about_ca_topic_score_codex":0.0036621895,"about_ca_topic_score_gemma":0.005281189,"teacher_disagreement_score":0.9265228,"about_ca_system_score_codex":0.00054129085,"about_ca_system_score_gemma":0.0010646826,"threshold_uncertainty_score":0.24580562},"labels":[],"label_agreement":null},{"id":"W4255571305","doi":"10.32920/ryerson.14639475.v1","title":"The Other Mobile TV: ATSC MDTV Broadcasting In Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Broadcasting (networking); Telecommunications; Digital broadcasting; Service (business); Commercial broadcasting; Terrestrial television; Digital television; Mobile service; Computer science; Advertising; Business; Multimedia; Public broadcasting; Computer security; Marketing","score_opus":0.036114580448432645,"score_gpt":0.32513981319836127,"score_spread":0.28902523274992864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255571305","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005704834,0.039488647,0.0007276914,0.53859884,0.033082664,0.000043344164,0.0013079115,0.0001368551,0.38090917],"genre_scores_gemma":[0.16170199,0.03585087,0.00150731,0.30748296,0.009500471,0.00006122516,0.0007365354,0.0002859582,0.48287266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971443,0.00023776547,0.000080356556,0.00025448788,0.001580482,0.0007025865],"domain_scores_gemma":[0.9965835,0.0005550634,0.00007498432,0.00006201331,0.00232567,0.00039883962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009774868,0.0004874583,0.00040714908,0.0009578404,0.014310661,0.0070154555,0.001617047,0.007089078,0.015792312],"category_scores_gemma":[0.004112813,0.00018310292,0.00051513454,0.0019699428,0.004109933,0.0017696257,0.001287926,0.0060873,0.0016947597],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025465553,0.000007371334,0.00052319316,0.00019373513,0.0000066198327,0.000336515,0.0046316134,0.00011432466,0.00031175904,0.10590794,0.87153816,0.016403224],"study_design_scores_gemma":[0.0000024215412,0.0000022551108,0.00072159694,0.00012349094,0.0000053752124,0.00004124013,0.0019448124,0.000040728235,0.00006850317,0.0007657782,0.9962708,0.0000130961225],"about_ca_topic_score_codex":0.98941946,"about_ca_topic_score_gemma":0.99371004,"teacher_disagreement_score":0.06800863,"about_ca_system_score_codex":0.06800863,"about_ca_system_score_gemma":0.122093745,"threshold_uncertainty_score":0.4934395},"labels":[],"label_agreement":null},{"id":"W4255617061","doi":"10.1016/s1701-2163(16)35452-4","title":"Broken IUD","year":2012,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Gynecology; Obstetrics","score_opus":0.021920001059035372,"score_gpt":0.2772096979320189,"score_spread":0.25528969687298353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255617061","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38120455,0.060855865,0.029630283,0.043937933,0.036452454,0.0014069957,0.008208947,0.0028840203,0.43541893],"genre_scores_gemma":[0.7758164,0.009720643,0.01657609,0.01044178,0.0026490754,0.00023547075,0.003313361,0.00043332507,0.18081392],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.9990785,0.000060139242,0.00012115925,0.0001332757,0.000433598,0.00017329428],"domain_scores_gemma":[0.99848676,0.000331172,0.00025388203,0.00037028323,0.00015085944,0.00040704638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047768946,0.0004957034,0.0007969114,0.0012364779,0.0016944694,0.0014199236,0.00108259,0.0014388381,0.057060372],"category_scores_gemma":[0.005620159,0.0002652781,0.001650843,0.00077997416,0.00095512066,0.0009655866,0.0013550397,0.0026814267,0.009252058],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013536649,0.0006216804,0.0525806,0.0017297157,0.0002549197,0.064278804,0.0005718101,0.00026696353,0.009586229,0.011561556,0.0684515,0.7887426],"study_design_scores_gemma":[0.00040567783,0.0027027386,0.07207003,0.0016416515,0.00031187478,0.41688594,0.0008968765,0.001129793,0.008710342,0.006617976,0.48848748,0.0001396124],"about_ca_topic_score_codex":0.0013638638,"about_ca_topic_score_gemma":0.0016213268,"teacher_disagreement_score":0.057060372,"about_ca_system_score_codex":0.00070172787,"about_ca_system_score_gemma":0.0016288179,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4281484131","doi":"10.32920/ifmj.v2i2.1585","title":"Korsakow Film Workshop","year":2022,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Filmmaking; Perspective (graphical); Computer science; Focus (optics); Compositing; Process (computing); Polyphony; Dimension (graph theory); Human–computer interaction; Premise; Multimedia; Visual arts; Epistemology; Sociology; Artificial intelligence; Art; Movie theater; Mathematics","score_opus":0.03220914726127634,"score_gpt":0.3441328722611781,"score_spread":0.3119237249999018,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4281484131","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09062,0.0047400715,0.012113834,0.017069964,0.012448549,0.00074783806,0.0015309859,0.0005668358,0.86016196],"genre_scores_gemma":[0.43158117,0.004498518,0.015305941,0.0022558442,0.0014969406,0.00066081854,0.00157136,0.00077183865,0.54185754],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989901,0.00034900045,0.0000558135,0.00022412436,0.000196365,0.00018451588],"domain_scores_gemma":[0.9990664,0.00025210783,0.000047417798,0.00013244062,0.0001937348,0.00030789463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014632612,0.00056722807,0.0002835582,0.0006188847,0.004886613,0.005768519,0.00096656184,0.0012896745,0.08070871],"category_scores_gemma":[0.0032792687,0.00028622575,0.0005683017,0.0005039647,0.0015868102,0.0032671667,0.004855857,0.0026515396,0.015499106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007979358,0.0004423435,0.0014757825,0.0013925873,0.000053905325,0.00411483,0.059247337,0.0010938292,0.018862115,0.18870898,0.5305074,0.193303],"study_design_scores_gemma":[0.000019190986,0.00006208026,0.0012684027,0.00029835067,0.000008581275,0.00048169523,0.013651949,0.00020933776,0.002001155,0.007873307,0.9741037,0.000022315393],"about_ca_topic_score_codex":0.0013009543,"about_ca_topic_score_gemma":0.0037880372,"teacher_disagreement_score":0.08070871,"about_ca_system_score_codex":0.0015504771,"about_ca_system_score_gemma":0.0011791089,"threshold_uncertainty_score":0.26999754},"labels":[],"label_agreement":null},{"id":"W4283390023","doi":"10.32920/ifmj.v2i3.1508","title":"Forking Paths' Interactive Films","year":2022,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Interactivity; Perspective (graphical); TRACE (psycholinguistics); Computer science; Point (geometry); The arts; Human–computer interaction; Multimedia; Visual arts; Art; Artificial intelligence; Linguistics; Mathematics; Philosophy","score_opus":0.028704838619821343,"score_gpt":0.33768416591880734,"score_spread":0.30897932729898603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283390023","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33914748,0.0037031127,0.019384611,0.0067994683,0.00057627313,0.0001844773,0.00041561224,0.00037238013,0.62941664],"genre_scores_gemma":[0.93116474,0.0019147015,0.009044552,0.0003470952,0.00007440037,0.00007333133,0.0001488157,0.00015315136,0.057079248],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990133,0.0004858101,0.000018520675,0.00013566676,0.0001840725,0.0001624713],"domain_scores_gemma":[0.9987447,0.00072099443,0.000084605264,0.00015277533,0.00012804459,0.0001688384],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016772092,0.00036231504,0.00013234514,0.0008073397,0.003931837,0.0050291345,0.000617016,0.0008767028,0.013341244],"category_scores_gemma":[0.0041658683,0.00018279016,0.00020974985,0.0009145497,0.0041527916,0.005010741,0.0044507645,0.0014280077,0.00066525233],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022135676,0.00007151933,0.0030719219,0.0003430758,0.000020930274,0.0007911065,0.28884876,0.0005272688,0.0030303432,0.49300957,0.031160895,0.17890322],"study_design_scores_gemma":[0.00003847124,0.0001619045,0.007070491,0.00053932465,0.000025249554,0.0011030914,0.11834387,0.0009061806,0.002305244,0.0594322,0.81002426,0.000049720198],"about_ca_topic_score_codex":0.005512713,"about_ca_topic_score_gemma":0.01257041,"teacher_disagreement_score":0.013341244,"about_ca_system_score_codex":0.0016985218,"about_ca_system_score_gemma":0.0011497183,"threshold_uncertainty_score":0.044630945},"labels":[],"label_agreement":null},{"id":"W4285279390","doi":"10.2139/ssrn.4141235","title":"Optimise Along the Way: An Industrial Case Study on Web Performance","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; Business; World Wide Web; Engineering","score_opus":0.059939709030873804,"score_gpt":0.33491102868363315,"score_spread":0.27497131965275934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285279390","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9802792,0.000096540054,0.0048876298,0.0003961949,0.000010787014,0.00009379712,0.00007248377,0.0001483143,0.014015065],"genre_scores_gemma":[0.99441445,0.000047504298,0.0029365185,0.000020678848,0.000006355114,0.000015808037,0.0000550801,0.0000453784,0.0024582867],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99820244,0.00075079844,0.00006298525,0.00019275269,0.00044763464,0.00034340934],"domain_scores_gemma":[0.9894593,0.0073585846,0.00061414944,0.00090752036,0.0008909388,0.0007694915],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027764367,0.0004789688,0.00033104626,0.0010826008,0.0016658828,0.002651851,0.0012292138,0.00209217,0.0038090583],"category_scores_gemma":[0.012983713,0.00025776718,0.00029616823,0.0012600907,0.0010781921,0.0025637492,0.0010699613,0.0010358972,0.00074845116],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0047856956,0.013211368,0.16166349,0.0011075289,0.0004114108,0.020969732,0.031995423,0.32634687,0.025125055,0.036459614,0.017211344,0.36071247],"study_design_scores_gemma":[0.0006913818,0.008262676,0.15710703,0.00044042227,0.00038232302,0.0049387817,0.059443336,0.6627592,0.03744648,0.024183668,0.044000972,0.00034372928],"about_ca_topic_score_codex":0.0076196524,"about_ca_topic_score_gemma":0.00896785,"teacher_disagreement_score":0.0076196524,"about_ca_system_score_codex":0.0012296331,"about_ca_system_score_gemma":0.0009496142,"threshold_uncertainty_score":0.015150607},"labels":[],"label_agreement":null},{"id":"W4285289195","doi":"10.1007/978-3-030-87459-9_12","title":"Content Provider, Service, Message Broadcasting, and Multimedia Player","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Broadcasting (networking); Computer science; Multimedia; Service (business); Service provider; Computer network; Business; Marketing","score_opus":0.10003625039424188,"score_gpt":0.3078523667649152,"score_spread":0.2078161163706733,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285289195","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005377024,0.010890006,0.004054013,0.00084613677,0.00067397085,0.000037271297,0.00010203852,0.0001290311,0.9827298],"genre_scores_gemma":[0.0049548377,0.007351296,0.0020086614,0.00042787223,0.00035446056,0.00003167916,0.00010685081,0.00009839992,0.9846659],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998522,0.000021798978,0.0000038822336,0.000023692011,0.000082152765,0.00001628979],"domain_scores_gemma":[0.9998845,0.000062493156,0.000005003662,0.000008025432,0.000026152486,0.000013832665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013400741,0.0006314947,0.00033807082,0.0011599333,0.0009177786,0.0035535758,0.0006888873,0.0011760909,0.065574355],"category_scores_gemma":[0.00039429287,0.00026448863,0.00019901816,0.0021336186,0.0008795874,0.0032376954,0.000650962,0.0016941709,0.022323633],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022497234,0.00006425444,0.000083137944,0.00018984603,0.0000022152237,0.00013292846,0.0005910574,0.00043556036,0.0012725857,0.47382376,0.33211684,0.1912653],"study_design_scores_gemma":[0.0000018268474,0.00000971328,0.00014372714,0.00009056955,0.0000024413396,0.00019638336,0.00019558023,0.00041500814,0.00023873709,0.02492297,0.97377914,0.000003881906],"about_ca_topic_score_codex":0.004818966,"about_ca_topic_score_gemma":0.010049812,"teacher_disagreement_score":0.065574355,"about_ca_system_score_codex":0.0015948534,"about_ca_system_score_gemma":0.0010956493,"threshold_uncertainty_score":0.21936804},"labels":[],"label_agreement":null},{"id":"W4285310436","doi":"10.1007/978-3-030-87459-9_6","title":"User Interface Essential Classes, Layouts, Styles, Themes, and Dimensions","year":2022,"lang":"en","type":"book-chapter","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Interface (matter); Human–computer interaction; Computer science; User interface; Engineering drawing; Engineering; Programming language; Operating system","score_opus":0.028347212896044284,"score_gpt":0.315194038528495,"score_spread":0.2868468256324507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285310436","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00690554,0.010421596,0.28515244,0.0011942158,0.0010385035,0.0005971165,0.003705539,0.012526003,0.67845905],"genre_scores_gemma":[0.04541946,0.008347129,0.18430461,0.0009520982,0.00035011658,0.0007800477,0.004003713,0.0058126687,0.75003016],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9997571,0.000058313915,0.000021249383,0.00004267497,0.00010012931,0.00002059058],"domain_scores_gemma":[0.9992536,0.0004228021,0.000015180163,0.000079913814,0.00017891219,0.00004963618],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042719487,0.0010030488,0.0006229422,0.0011534474,0.00064653746,0.0043930993,0.0010103601,0.00077257067,0.089185946],"category_scores_gemma":[0.002088012,0.00052567327,0.00039979714,0.0018247676,0.0007315086,0.0031201045,0.000989035,0.001597573,0.03862086],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011829984,0.000086451764,0.0004080745,0.0008804038,0.000008243894,0.0001593902,0.0026305367,0.0004140563,0.011615188,0.08337878,0.19513084,0.7051697],"study_design_scores_gemma":[0.000016825968,0.00005946982,0.0014077554,0.0004277656,0.000015850403,0.00089310156,0.0006183568,0.0017667786,0.0024569842,0.024526339,0.96778774,0.00002296659],"about_ca_topic_score_codex":0.0014580834,"about_ca_topic_score_gemma":0.0015923149,"teacher_disagreement_score":0.089185946,"about_ca_system_score_codex":0.0004412342,"about_ca_system_score_gemma":0.0004760757,"threshold_uncertainty_score":0.2983567},"labels":[],"label_agreement":null},{"id":"W4285465196","doi":"10.32920/ryerson.14639811","title":"Exploring the contradictions of mobility: a case study of BlackBerry users in Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Chose; Mobile device; Perception; Advertising; Internet privacy; Business; World Wide Web; Psychology; Computer science; Political science","score_opus":0.2185127979586573,"score_gpt":0.3493910050641406,"score_spread":0.1308782071054833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285465196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914391,0.00027452203,0.00031199463,0.0019911835,0.00001997816,0.00006837331,0.000067621666,0.000007557002,0.0058196597],"genre_scores_gemma":[0.99501085,0.0005429593,0.00038243254,0.0004263966,0.000006967096,0.000029012877,0.000036011817,0.000015437568,0.0035499046],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99659014,0.0010728419,0.00009021523,0.00031857498,0.00062054157,0.0013077565],"domain_scores_gemma":[0.995695,0.0017650274,0.00038558233,0.00015297292,0.0009478677,0.001053552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022950768,0.00057967164,0.0007667917,0.0022947786,0.034585286,0.0054228017,0.0023585618,0.002591927,0.0033118764],"category_scores_gemma":[0.0059130136,0.0006335999,0.0005419473,0.0039877584,0.010305265,0.002724182,0.0053189946,0.0030987628,0.00029726187],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035954963,0.000063506326,0.013456605,0.000056702553,0.000008047901,0.0057186424,0.9724549,0.00006331276,0.0005217448,0.0015712834,0.0010189844,0.0050303233],"study_design_scores_gemma":[0.0000033462552,0.000020550324,0.006607996,0.00004711882,0.0000061940978,0.00041180884,0.985843,0.00016521353,0.00011590151,0.00015056698,0.0066112042,0.000017193017],"about_ca_topic_score_codex":0.92673224,"about_ca_topic_score_gemma":0.9663689,"teacher_disagreement_score":0.07326776,"about_ca_system_score_codex":0.042176306,"about_ca_system_score_gemma":0.032545608,"threshold_uncertainty_score":0.30601197},"labels":[],"label_agreement":null},{"id":"W4293462114","doi":"10.1561/1100000085","title":"Modes of Uncertainty in HCI","year":2022,"lang":"en","type":"article","venue":"Foundations and Trends® in Human–Computer Interaction","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","score_opus":0.06597583286604947,"score_gpt":0.3987217597260813,"score_spread":0.33274592686003185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293462114","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024413278,0.092669584,0.38132793,0.059536107,0.0040732166,0.00041930203,0.0003253929,0.00130565,0.43592954],"genre_scores_gemma":[0.8340801,0.0458974,0.065609835,0.007094982,0.0018860233,0.0013381868,0.00028513413,0.00072610326,0.043082274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9792317,0.014778244,0.00087662175,0.00111069,0.0029967611,0.0010059344],"domain_scores_gemma":[0.9815044,0.015517343,0.0004459111,0.0011235141,0.000989749,0.00041907013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012677143,0.0015293143,0.0009407417,0.0059850374,0.008083863,0.023919242,0.002075884,0.0043040793,0.011779464],"category_scores_gemma":[0.022632206,0.0010891545,0.0011542476,0.0051429598,0.034569416,0.026068827,0.014939274,0.00569305,0.0014781639],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027327425,0.0000092269875,0.00060851354,0.00046698464,0.000017972958,0.00021623187,0.098807044,0.00078521855,0.00036402635,0.85087967,0.0074178516,0.040399943],"study_design_scores_gemma":[0.000014039022,0.000039220435,0.00048669986,0.0012946774,0.000020419995,0.0005436534,0.041648947,0.0014143822,0.000366017,0.59438425,0.35970882,0.00007886755],"about_ca_topic_score_codex":0.0047903587,"about_ca_topic_score_gemma":0.0024772177,"teacher_disagreement_score":0.023919242,"about_ca_system_score_codex":0.0069734803,"about_ca_system_score_gemma":0.004251697,"threshold_uncertainty_score":0.06704396},"labels":[],"label_agreement":null},{"id":"W4298079551","doi":"10.1007/978-0-387-78414-4_155","title":"Multimedia Synchronization – Infrastructure and Engineering","year":2008,"lang":"en","type":"book-chapter","venue":"Encyclopedia of Multimedia","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Defence Research and Development Canada","funders":"","keywords":"Synchronization (alternating current); Computer science; Time synchronization; Telecommunications; Computer network","score_opus":0.009732714819651794,"score_gpt":0.24333058842788388,"score_spread":0.2335978736082321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298079551","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005081364,0.041608788,0.53419745,0.0023448006,0.0029203857,0.00015782843,0.00023853936,0.0022504784,0.41120037],"genre_scores_gemma":[0.2049619,0.080090106,0.19620255,0.0009980993,0.004783314,0.00041149912,0.0010319718,0.0013187268,0.51020175],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9997032,0.00004108027,0.000016122283,0.00005499077,0.00016024387,0.000024249382],"domain_scores_gemma":[0.99971277,0.00009791551,0.00001865362,0.00005713829,0.000090308924,0.000023138635],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034418303,0.00076971017,0.00045646707,0.001191293,0.00042748798,0.0022994766,0.0010992492,0.00097074895,0.020949673],"category_scores_gemma":[0.0009765569,0.00043493533,0.00022870392,0.0018423384,0.0009363314,0.0028973483,0.0011798374,0.0009423497,0.0070769177],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003961685,0.000035701254,0.00015924443,0.00043479886,0.000018082821,0.00015139666,0.00022642243,0.0064196163,0.011209553,0.38954148,0.04474214,0.5470219],"study_design_scores_gemma":[0.000015245859,0.0001024994,0.0004277812,0.00033519918,0.000024511266,0.0006265242,0.00018142768,0.020236101,0.009826234,0.15802565,0.8101624,0.000036411504],"about_ca_topic_score_codex":0.00092408183,"about_ca_topic_score_gemma":0.0008592354,"teacher_disagreement_score":0.020949673,"about_ca_system_score_codex":0.00087501697,"about_ca_system_score_gemma":0.0008500654,"threshold_uncertainty_score":0.07008362},"labels":[],"label_agreement":null},{"id":"W4298196079","doi":"","title":"Personalizable Pen-Based Interface Using Life-Long Learning","year":2010,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Computer science; Interface (matter); Human–computer interaction; Operating system","score_opus":0.030860022092446142,"score_gpt":0.29886976068594473,"score_spread":0.2680097385934986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298196079","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08536185,0.00066872145,0.87053114,0.00030323493,0.0006412869,0.00057803106,0.00075481896,0.022807522,0.018353302],"genre_scores_gemma":[0.5650199,0.0006613331,0.34586462,0.00084235205,0.00021715224,0.0007477309,0.0010365258,0.001441898,0.084168464],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9996164,0.00007992911,0.000027581013,0.00010443996,0.00012977327,0.00004194003],"domain_scores_gemma":[0.9989103,0.00044190206,0.000045620178,0.00022168596,0.0002495567,0.00013096633],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048299955,0.000925179,0.0008591253,0.00044089195,0.00027871493,0.0013061147,0.0014285755,0.0015670834,0.07012398],"category_scores_gemma":[0.0018275506,0.00024384518,0.00047320456,0.00041220334,0.0002366303,0.0013663787,0.001419276,0.0005114119,0.010322067],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020480303,0.0006004471,0.0011851665,0.0009472593,0.000068646754,0.0013502345,0.0008673316,0.0025349767,0.2576323,0.0021292542,0.018913742,0.71172255],"study_design_scores_gemma":[0.0010317015,0.0063715014,0.022414317,0.0008571172,0.0005713583,0.009116677,0.0014471298,0.2789412,0.45082155,0.009675056,0.2181597,0.00059264165],"about_ca_topic_score_codex":0.00031329787,"about_ca_topic_score_gemma":0.00037561046,"teacher_disagreement_score":0.07012398,"about_ca_system_score_codex":0.0001807075,"about_ca_system_score_gemma":0.00018315917,"threshold_uncertainty_score":0.23458803},"labels":[],"label_agreement":null},{"id":"W4300091579","doi":"","title":"Shakuhachi honkyoku: Motivic analysis of Sokaku Reibo","year":2017,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Prince Edward Island","funders":"","keywords":"Mathematics","score_opus":0.4412377807378417,"score_gpt":0.6504534619981838,"score_spread":0.20921568126034207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300091579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97375757,0.00031471695,0.0012318636,0.00015961054,0.000042900825,0.000035876517,0.00013444285,0.000031498614,0.02429149],"genre_scores_gemma":[0.9821322,0.00031027995,0.003761886,0.00004685608,0.000023205288,0.000035653808,0.00035420622,0.00005976153,0.0132760415],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99988353,0.000019356892,0.0000065930712,0.000025129908,0.000031248113,0.00003413436],"domain_scores_gemma":[0.99979717,0.00003680335,0.000030044035,0.000018313012,0.00005581035,0.000061915736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018900099,0.00047354,0.00028488357,0.0012239038,0.0019976974,0.00090748694,0.00034308914,0.00034297156,0.00631379],"category_scores_gemma":[0.00043439795,0.00017836891,0.00033484475,0.0012842817,0.0008401965,0.0005462936,0.0012325958,0.00041952875,0.0006756915],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025181845,0.00026239885,0.14193742,0.0028897738,0.0001500621,0.015369756,0.22325037,0.0022016698,0.29803002,0.020226322,0.0069347857,0.28622913],"study_design_scores_gemma":[0.000038405575,0.0006795817,0.70470804,0.00028346234,0.00014496243,0.0024181763,0.17863666,0.0030552961,0.0125299925,0.004377841,0.09298327,0.00014416446],"about_ca_topic_score_codex":0.0066835755,"about_ca_topic_score_gemma":0.028477736,"teacher_disagreement_score":0.0066835755,"about_ca_system_score_codex":0.00055170956,"about_ca_system_score_gemma":0.0005628971,"threshold_uncertainty_score":0.02112174},"labels":[],"label_agreement":null},{"id":"W4306772492","doi":"","title":"The Physical Internet: The Network of Logistics Networks","year":2014,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"The Internet; Computer science; Internet privacy; World Wide Web","score_opus":0.019838956197822083,"score_gpt":0.273720715696235,"score_spread":0.25388175949841296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4306772492","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14668712,0.055601034,0.5099879,0.053968415,0.0037721181,0.00024818213,0.0039897193,0.0013124252,0.22443315],"genre_scores_gemma":[0.8211883,0.050908767,0.057353202,0.0019324924,0.005074226,0.0002563157,0.0018096541,0.0002259436,0.06125114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994054,0.00022916048,0.00002115199,0.00015750359,0.00013937552,0.0000474063],"domain_scores_gemma":[0.99807405,0.00097054004,0.00031664682,0.00019591046,0.00019592186,0.00024696393],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066457276,0.00047277508,0.0005382918,0.0020440132,0.0010509674,0.007527779,0.0010049705,0.0021030817,0.012518631],"category_scores_gemma":[0.004440259,0.0004170062,0.0003288387,0.00475897,0.0021499586,0.010620051,0.0017917815,0.0012214314,0.0015947183],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008684384,0.000023655086,0.0014366787,0.00035908303,0.000026396305,0.0003221081,0.00031106643,0.013167176,0.0011776204,0.9102633,0.021063995,0.051762007],"study_design_scores_gemma":[0.00001788053,0.000032026317,0.0011852164,0.00013358523,0.000028150416,0.0004998642,0.00045288744,0.03980858,0.0003787491,0.8053276,0.15211143,0.000023984616],"about_ca_topic_score_codex":0.0017026577,"about_ca_topic_score_gemma":0.0013041451,"teacher_disagreement_score":0.012518631,"about_ca_system_score_codex":0.0013079329,"about_ca_system_score_gemma":0.0009329959,"threshold_uncertainty_score":0.041879058},"labels":[],"label_agreement":null},{"id":"W4307921671","doi":"","title":"La disposition Coeur 2.0 (ÉWOPY) comme disposition de clavier bureautique français: Réponse à l’enquête publique de l’AFNOR pour une norme PR NF Z71-300 (clôture : 9 juillet 2017)","year":2017,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Page layout; Computer science; Computer graphics (images); Art; Visual arts","score_opus":0.026221728952107008,"score_gpt":0.3000505484117483,"score_spread":0.27382881945964127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4307921671","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.101989836,0.0043701944,0.023423502,0.13528487,0.0061907186,0.0015637056,0.023690272,0.0037818209,0.6997051],"genre_scores_gemma":[0.40281415,0.003552488,0.03551206,0.021429602,0.0008600879,0.0022441882,0.018797098,0.0022360827,0.5125543],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.98149866,0.003432102,0.0010633748,0.0014336626,0.009969577,0.0026027567],"domain_scores_gemma":[0.97197026,0.00505492,0.0019290459,0.0021777505,0.013762776,0.005105225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019833164,0.00045670604,0.00036150785,0.002606927,0.0037482188,0.010518967,0.0013990772,0.003022722,0.024446744],"category_scores_gemma":[0.037666634,0.00062516314,0.0006444486,0.0032117912,0.0027237698,0.003950785,0.003928981,0.004995653,0.006384953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036730547,0.00025073462,0.05438162,0.00051648694,0.000053645483,0.0004012965,0.014342587,0.0008026948,0.0027842168,0.1798618,0.541862,0.20437568],"study_design_scores_gemma":[0.000053130465,0.00008287081,0.050886687,0.00033048735,0.000015812777,0.00008463474,0.0033184271,0.00037631995,0.0005140506,0.002662655,0.9415702,0.000104790386],"about_ca_topic_score_codex":0.53906167,"about_ca_topic_score_gemma":0.4869611,"teacher_disagreement_score":0.53906167,"about_ca_system_score_codex":0.01732194,"about_ca_system_score_gemma":0.05279313,"threshold_uncertainty_score":0.9273058},"labels":[],"label_agreement":null},{"id":"W4313567956","doi":"10.1145/3245479","title":"Session details: Handheld computing (HHC)","year":2006,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Session (web analytics); Computer science; Mobile device; Multimedia; Operating system; World Wide Web","score_opus":0.03096391120921922,"score_gpt":0.34066268870905614,"score_spread":0.30969877749983693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313567956","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0041657495,0.0031421524,0.0032374293,0.005019996,0.011546261,0.0008448428,0.008366345,0.0029552144,0.96072197],"genre_scores_gemma":[0.013068952,0.0019411669,0.00052801473,0.000988488,0.0017410268,0.00022776042,0.00188488,0.00043119272,0.9791886],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996375,0.00004882429,0.000016018786,0.00009161403,0.000105060346,0.000100952224],"domain_scores_gemma":[0.9981535,0.00060150184,0.000037649275,0.0001921475,0.000370492,0.0006447301],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00061128114,0.0012941443,0.0017879434,0.00062650995,0.0020474517,0.002771295,0.0011448844,0.0036881666,0.90518165],"category_scores_gemma":[0.0020039026,0.00023435446,0.0008611784,0.00081039575,0.00037948403,0.0013655793,0.0012609997,0.0016349031,0.7230485],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007660945,0.00033054163,0.0004159118,0.00050030363,0.0000202392,0.00021019172,0.00010913311,0.00006771751,0.0038594976,0.0010294736,0.89472604,0.09796482],"study_design_scores_gemma":[0.00012056291,0.00030814635,0.0020490955,0.00016321699,0.000021342037,0.00024399732,0.000106133404,0.00023119892,0.0012080166,0.0006139345,0.99491227,0.000021987484],"about_ca_topic_score_codex":0.0015710322,"about_ca_topic_score_gemma":0.0029202353,"teacher_disagreement_score":0.09481835,"about_ca_system_score_codex":0.0004472191,"about_ca_system_score_gemma":0.0005401176,"threshold_uncertainty_score":0.13524681},"labels":[],"label_agreement":null},{"id":"W4362575055","doi":"10.1055/s-0040-1720063","title":"SynOpen is Fast, Fair, and Flexible","year":2023,"lang":"en","type":"article","venue":"SynOpen","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Computer science","score_opus":0.06167854619190296,"score_gpt":0.3940531802894922,"score_spread":0.33237463409758927,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362575055","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19996709,0.0008496997,0.70583034,0.00444287,0.001388461,0.00040269402,0.000869004,0.008663933,0.07758589],"genre_scores_gemma":[0.9384048,0.00029630202,0.044713482,0.0007508959,0.0004813632,0.00020674506,0.00043931731,0.0011042191,0.013602901],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940414,0.0017439255,0.00026589137,0.0009460351,0.0018203645,0.0011824075],"domain_scores_gemma":[0.95972776,0.02046089,0.0021792944,0.011195966,0.004215858,0.0022202586],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010758975,0.0007601757,0.0014387182,0.0017072471,0.0031290087,0.0058224653,0.0016882023,0.001952679,0.016928477],"category_scores_gemma":[0.039594047,0.0005580442,0.0009136708,0.0012736667,0.00421508,0.013542466,0.00937715,0.0026571557,0.0026896119],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026349397,0.00047118627,0.0059677614,0.00031834783,0.00012006137,0.00035721503,0.0010336434,0.030372648,0.01041576,0.70648605,0.03188095,0.20994158],"study_design_scores_gemma":[0.00020950302,0.00028769247,0.001343324,0.000083984385,0.000049305054,0.00026602182,0.0004955946,0.0906776,0.0043526688,0.87887484,0.023278764,0.00008074026],"about_ca_topic_score_codex":0.0017621339,"about_ca_topic_score_gemma":0.001272793,"teacher_disagreement_score":0.016928477,"about_ca_system_score_codex":0.0014234952,"about_ca_system_score_gemma":0.0038293172,"threshold_uncertainty_score":0.056899607},"labels":[],"label_agreement":null},{"id":"W4383186312","doi":"10.1007/s40258-023-00820-w","title":"Values in Modelling: Video Series Development and Evaluation Survey","year":2023,"lang":"en","type":"letter","venue":"Applied Health Economics and Health Policy","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University; University of British Columbia; Royal Columbian Hospital; Centre for Advancing Health Outcomes; St. Paul's Hospital; University of British Columbia Hospital","funders":"Michael Smith Health Research BC","keywords":"Quality of Life Research; Health administration; Series (stratigraphy); Health economics; Public health; Health informatics; Health services research; Computer science; Medicine; Nursing; Geology","score_opus":0.3006820943086955,"score_gpt":0.45382620460947787,"score_spread":0.15314411030078234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383186312","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72761226,0.003620214,0.0471379,0.03562777,0.0005858014,0.0019626417,0.049500525,0.0010084957,0.13294443],"genre_scores_gemma":[0.9089845,0.0042567784,0.027654622,0.0020456684,0.00027019787,0.0015388922,0.031582523,0.0003921728,0.023274582],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.986051,0.008219175,0.0005924916,0.00034032398,0.0044194576,0.0003775171],"domain_scores_gemma":[0.83015037,0.10675613,0.004733077,0.0065092593,0.04874815,0.003103163],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.029449755,0.00038398776,0.00038102755,0.0025005725,0.00057912216,0.0014528524,0.0011728058,0.00093789934,0.005331482],"category_scores_gemma":[0.11457453,0.000257269,0.0005383144,0.003944202,0.0004971561,0.0015688997,0.00090750644,0.0009831168,0.001697333],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015295803,0.0034400073,0.17769316,0.0004389323,0.00016804929,0.00025399963,0.0024328972,0.015329373,0.0010065943,0.011717973,0.23729588,0.5486935],"study_design_scores_gemma":[0.00064904575,0.00463916,0.5126408,0.0013280597,0.00028579947,0.00048357432,0.008628907,0.11287129,0.0132425595,0.009207859,0.33581418,0.00020885859],"about_ca_topic_score_codex":0.075160146,"about_ca_topic_score_gemma":0.04782431,"teacher_disagreement_score":0.97055024,"about_ca_system_score_codex":0.005816129,"about_ca_system_score_gemma":0.006498233,"threshold_uncertainty_score":0.15574706},"labels":[],"label_agreement":null},{"id":"W4383682964","doi":"10.1145/3563657.3596099","title":"Multimodal Direct Manipulation in Video Conferencing: Challenges and Opportunities","year":2023,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Gesture; Modality (human–computer interaction); Multimedia; Human–computer interaction; Usability; Videoconferencing; Popularity; Embodied cognition; Component (thermodynamics); Teleconference; Augmented reality; Interactive media; Artificial intelligence","score_opus":0.27826935006069603,"score_gpt":0.3673489412130724,"score_spread":0.08907959115237635,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383682964","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23930405,0.022358019,0.65237194,0.0058840453,0.00041921623,0.0004042054,0.000110791676,0.0014423269,0.07770536],"genre_scores_gemma":[0.8096457,0.007682293,0.17425087,0.00033589292,0.00034546753,0.00027185775,0.00006554184,0.00022678483,0.0071756383],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963881,0.0024357217,0.00010080234,0.00020646384,0.00071316044,0.00015577175],"domain_scores_gemma":[0.9951125,0.0034797534,0.00023473431,0.00054368447,0.00042763588,0.00020164068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044040377,0.00061154575,0.0004068654,0.0004614501,0.0008191051,0.0039031971,0.0013909679,0.0011424534,0.005106905],"category_scores_gemma":[0.008944534,0.00028346333,0.0002713636,0.00047522155,0.0025041064,0.0037137999,0.002724967,0.0010185431,0.00085109187],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040469487,0.0003459727,0.0031931382,0.0020494596,0.00006156227,0.00060288893,0.009240406,0.011878592,0.12017422,0.10203037,0.0041960585,0.7458227],"study_design_scores_gemma":[0.0002123761,0.004850773,0.012986723,0.0034277055,0.0003001339,0.008331178,0.03279484,0.18444581,0.21964622,0.18323603,0.34902966,0.0007386269],"about_ca_topic_score_codex":0.0006105312,"about_ca_topic_score_gemma":0.0010029251,"teacher_disagreement_score":0.005106905,"about_ca_system_score_codex":0.00046681112,"about_ca_system_score_gemma":0.0005450685,"threshold_uncertainty_score":0.023291051},"labels":[],"label_agreement":null},{"id":"W4383768110","doi":"10.53829/ntr201906fa8","title":"Video Delivery Technology with QoE Control","year":2019,"lang":"en","type":"article","venue":"NTT technical review","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Future Earth","funders":"","keywords":"Computer science; Content delivery; Multimedia; Computer network","score_opus":0.014126360358873777,"score_gpt":0.32199914106025157,"score_spread":0.3078727807013778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4383768110","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017927838,0.1042966,0.79627293,0.0028830126,0.0018469536,0.00053919584,0.00017824398,0.0018636474,0.07419149],"genre_scores_gemma":[0.4411129,0.1530334,0.3271642,0.0021889138,0.0039211446,0.0008093855,0.00037982393,0.00037578892,0.07101447],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898106,0.00014767359,0.000048935246,0.00015349386,0.00060755905,0.0000612238],"domain_scores_gemma":[0.99953604,0.00014572483,0.000067876616,0.000031549152,0.00019885822,0.000019899415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007543755,0.0006073603,0.0005623568,0.0010549262,0.00029567536,0.0013502217,0.0010669368,0.00096380303,0.0029139526],"category_scores_gemma":[0.001376844,0.00023953586,0.00040116388,0.00091248367,0.0005768764,0.0015315004,0.00070335984,0.00086806907,0.0018726063],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014908609,0.00021285022,0.00073782145,0.0020480552,0.00006120752,0.00028881148,0.00026667552,0.006629128,0.14803211,0.0772713,0.0121012805,0.7522016],"study_design_scores_gemma":[0.00011272735,0.0019325549,0.0036522564,0.0011280183,0.00031171477,0.0041791145,0.00031197886,0.09775978,0.23813806,0.040752646,0.6115102,0.00021093828],"about_ca_topic_score_codex":0.0009189677,"about_ca_topic_score_gemma":0.00044549518,"teacher_disagreement_score":0.0029139526,"about_ca_system_score_codex":0.00092323864,"about_ca_system_score_gemma":0.00048770133,"threshold_uncertainty_score":0.009748161},"labels":[],"label_agreement":null},{"id":"W4385256172","doi":"10.1007/s43678-023-00559-2","title":"Building a better mousetrap","year":2023,"lang":"en","type":"editorial","venue":"Canadian Journal of Emergency Medicine","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"South Okanagan General Hospital; University of Calgary","funders":"","keywords":"Medicine","score_opus":0.10858855097492581,"score_gpt":0.42048266558261194,"score_spread":0.3118941146076861,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385256172","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000011239031,0.0026569155,0.000088851135,0.035008244,0.96106195,0.000016259064,0.000021194252,0.000032654258,0.001102718],"genre_scores_gemma":[0.0002775868,0.0042401026,0.00021937532,0.045640837,0.94025654,0.000042139745,0.000028578052,0.000071855975,0.009222971],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9835021,0.0033589762,0.0017699413,0.0013388521,0.008874296,0.0011558844],"domain_scores_gemma":[0.9206227,0.02501395,0.0024839144,0.0017992232,0.03733503,0.012745324],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.020436274,0.004682991,0.0039520143,0.007708526,0.007134874,0.01689096,0.0052179866,0.0392158,0.030292017],"category_scores_gemma":[0.073184095,0.0018197491,0.004314448,0.0027446446,0.0045913393,0.007952758,0.0042747892,0.03921969,0.014736842],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000011194142,0.0000062801355,0.000008615716,0.00012079901,0.000008519986,0.000036437024,0.00001212537,0.0000120885725,0.000016038279,0.0002498849,0.99697566,0.0025424536],"study_design_scores_gemma":[0.000050701907,0.0000138132145,0.00008327258,0.0004755916,0.000047122114,0.0000757451,0.0000668111,0.000060043145,0.000040040104,0.0007471464,0.9983234,0.000016326267],"about_ca_topic_score_codex":0.011773719,"about_ca_topic_score_gemma":0.03733943,"teacher_disagreement_score":0.0392158,"about_ca_system_score_codex":0.008379217,"about_ca_system_score_gemma":0.014874224,"threshold_uncertainty_score":0.1080786},"labels":[],"label_agreement":null},{"id":"W4385869085","doi":"10.59962/9780774851329","title":"From UI to EI","year":2007,"lang":"kn","type":"book","venue":"University of British Columbia Press eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.026278367342528277,"score_gpt":0.24110574630579468,"score_spread":0.2148273789632664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385869085","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035034958,0.011401973,0.00032841702,0.017251432,0.0062129474,0.000044155237,0.00043056352,0.00011396439,0.96071315],"genre_scores_gemma":[0.041101314,0.0068354136,0.00041680504,0.007759312,0.00050483603,0.000042250602,0.00040399193,0.00010355797,0.9428325],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877435,0.000058779835,0.00001616165,0.00011895082,0.00038136714,0.00065031927],"domain_scores_gemma":[0.99910516,0.000029701207,0.000017205452,0.000035257268,0.00033806506,0.00047474727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053825,0.00037909896,0.00028946344,0.0011964958,0.008978273,0.0067884373,0.00091910164,0.001222,0.059593365],"category_scores_gemma":[0.0015270306,0.00020387027,0.0002226145,0.0016441059,0.002547497,0.0030187415,0.0038280333,0.0039023831,0.014706363],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035605404,0.000030116647,0.0014501536,0.00012985605,0.0000027083327,0.00036834803,0.0062548886,0.000048784892,0.0002854928,0.18924473,0.6655711,0.13657825],"study_design_scores_gemma":[7.588395e-7,0.0000051017914,0.0011008452,0.00012733186,6.0114104e-7,0.000058214053,0.0012847768,0.000009174978,0.000047581485,0.00096952484,0.99639314,0.000002857196],"about_ca_topic_score_codex":0.6108377,"about_ca_topic_score_gemma":0.7802459,"teacher_disagreement_score":0.6108377,"about_ca_system_score_codex":0.024987329,"about_ca_system_score_gemma":0.033123862,"threshold_uncertainty_score":0.7829083},"labels":[],"label_agreement":null},{"id":"W4386160989","doi":"10.1038/s41587-023-01924-3","title":"Tenure time loopers","year":2023,"lang":"en","type":"letter","venue":"Nature Biotechnology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business; Biology","score_opus":0.016087733632814686,"score_gpt":0.31819460745676886,"score_spread":0.3021068738239542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386160989","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":"incentives","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":"incentives","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015077759,0.0009045417,0.00044935104,0.9349374,0.023698332,0.000038193266,0.000045479417,0.00007386685,0.038345005],"genre_scores_gemma":[0.007928856,0.00025527718,0.00014295164,0.87331617,0.0056821555,0.000047414214,0.000015663069,0.000037445792,0.11257409],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.992757,0.00087998813,0.00027853335,0.0012857886,0.0018376297,0.002961012],"domain_scores_gemma":[0.98771626,0.0048102946,0.00063730247,0.00057319296,0.0019438696,0.0043190755],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0053239036,0.000800656,0.0011036325,0.00078843307,0.019561311,0.011771762,0.0024985715,0.09614623,0.03654609],"category_scores_gemma":[0.030794352,0.0009717464,0.0012921811,0.0005315654,0.0058384496,0.0073290304,0.005227004,0.061410762,0.017531168],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004844992,0.000039527917,0.0005774231,0.00002329082,0.000009105191,0.000612867,0.0006363231,0.00004027291,0.00028347576,0.022191746,0.96723384,0.008303644],"study_design_scores_gemma":[0.00004121299,0.000039077986,0.00063759455,0.00009953261,0.000009819161,0.0002563282,0.0012154413,0.0001717483,0.00020275955,0.011771954,0.98552114,0.00003344711],"about_ca_topic_score_codex":0.02472015,"about_ca_topic_score_gemma":0.06435745,"teacher_disagreement_score":0.9946761,"about_ca_system_score_codex":0.006288272,"about_ca_system_score_gemma":0.014102537,"threshold_uncertainty_score":0.12225884},"labels":[],"label_agreement":null},{"id":"W4386293054","doi":"10.4000/communication.17115","title":"1877 : Enregistrement total, transmission sensible à distance et lecture digitale","year":2023,"lang":"fr","type":"article","venue":"Communication","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transmission (telecommunications); Computer science; Telecommunications","score_opus":0.05039861621741533,"score_gpt":0.3480144264638448,"score_spread":0.29761581024642947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386293054","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25902876,0.020982753,0.010644294,0.020625064,0.001174884,0.000069967675,0.00052877446,0.00017573591,0.6867698],"genre_scores_gemma":[0.89107615,0.0054353992,0.0011744292,0.0004883907,0.00029145068,0.00004158068,0.00011253261,0.00007744025,0.10130262],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949728,0.0022312019,0.00026081825,0.00066251,0.0012075581,0.0006650351],"domain_scores_gemma":[0.99607486,0.0019377805,0.0004096978,0.0005152644,0.00073663046,0.00032571008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0041381754,0.000521932,0.00036636755,0.0030047342,0.008606365,0.009054015,0.00073985814,0.0017040719,0.014501452],"category_scores_gemma":[0.0063287355,0.00032501662,0.00029850693,0.004588871,0.019056443,0.0071191234,0.0040020454,0.0025536485,0.0021220169],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006108128,0.00001812225,0.002021851,0.00016406013,0.000009313468,0.00030740615,0.24937157,0.00027592143,0.000513521,0.6920744,0.008240934,0.046941705],"study_design_scores_gemma":[0.000012121251,0.000044205077,0.005349557,0.00028943503,0.0000138643445,0.00039783923,0.05953009,0.00017669388,0.0010552871,0.016576076,0.91651773,0.000037086356],"about_ca_topic_score_codex":0.07443014,"about_ca_topic_score_gemma":0.06897411,"teacher_disagreement_score":0.07443014,"about_ca_system_score_codex":0.02030882,"about_ca_system_score_gemma":0.0073139593,"threshold_uncertainty_score":0.1479938},"labels":[],"label_agreement":null},{"id":"W4387775653","doi":"10.2139/ssrn.4583322","title":"Make it Personal: Standardization and Prosocial Behavior","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Prosocial behavior; Standardization; Psychology; Social psychology; Internet privacy; Applied psychology; Computer science; Political science; Law","score_opus":0.023004700566269763,"score_gpt":0.3442355623251756,"score_spread":0.32123086175890586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387775653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98216105,0.00018039894,0.0010197014,0.00073515106,0.000031030046,0.000021522479,0.000012085803,0.000014528296,0.01582457],"genre_scores_gemma":[0.99908686,0.00003915843,0.0002472459,0.000046064855,0.000009739674,0.0000043833047,0.000006938469,0.000005252307,0.0005543974],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974227,0.0013205808,0.0001501547,0.00020648693,0.00066797086,0.00023203953],"domain_scores_gemma":[0.9753482,0.0096424455,0.006852895,0.0031444994,0.0019238904,0.0030879995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053298282,0.00025462668,0.00023217445,0.0015488835,0.002250381,0.004181829,0.00036614685,0.000958258,0.0028259568],"category_scores_gemma":[0.020438183,0.0002236762,0.0002892808,0.0009810303,0.0034651635,0.0017757608,0.0016842594,0.0015651508,0.0002509759],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024646276,0.0011953026,0.79814017,0.00007168291,0.00020979553,0.00056181423,0.070790336,0.000526322,0.0039430545,0.030517235,0.0013270542,0.09247076],"study_design_scores_gemma":[0.00006056886,0.00044896812,0.8648829,0.00009684879,0.00019265623,0.0011932985,0.08433754,0.0025812343,0.0015762149,0.03389055,0.010653469,0.00008584116],"about_ca_topic_score_codex":0.0023328275,"about_ca_topic_score_gemma":0.002953558,"teacher_disagreement_score":0.0053298282,"about_ca_system_score_codex":0.00076089974,"about_ca_system_score_gemma":0.0009828288,"threshold_uncertainty_score":0.028187156},"labels":[],"label_agreement":null},{"id":"W4390241183","doi":"10.1016/j.nsa.2023.102762","title":"Understanding video streaming: characteristics of a large internet sample","year":2023,"lang":"en","type":"article","venue":"Neuroscience Applied","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"The Internet; Sample (material); Computer science; Video streaming; Environmental science; World Wide Web; Computer network; Physics","score_opus":0.1727233349370874,"score_gpt":0.36063884320048556,"score_spread":0.18791550826339815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390241183","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9975369,0.00007033785,0.0007966868,0.00007581177,0.000003114234,0.00003803826,0.0007882564,0.000013830373,0.0006771392],"genre_scores_gemma":[0.9962748,0.00013159293,0.00086230086,0.000067481684,0.000025766401,0.00008084067,0.0019264265,0.00002658936,0.00060420565],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99954516,0.00013113747,0.000057434958,0.00011166649,0.00011272943,0.000041847114],"domain_scores_gemma":[0.99461824,0.003129133,0.0006375261,0.00038066806,0.000885841,0.00034858251],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008267546,0.00015694494,0.00018628313,0.0013670179,0.00040568342,0.0008289807,0.00035489417,0.00050965836,0.0020824356],"category_scores_gemma":[0.0126176635,0.00012272852,0.0001257925,0.0010996395,0.00024259063,0.0007397865,0.0005795832,0.0003032329,0.00058482966],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045230595,0.0003971026,0.95262563,0.000057015295,0.00006141955,0.0003103188,0.0044794776,0.00027720773,0.009116873,0.00022993254,0.0012215592,0.030771185],"study_design_scores_gemma":[0.000009855561,0.000105365354,0.99059147,0.000011634482,0.000033152533,0.00077664317,0.003487332,0.0020646728,0.0010295123,0.00023246097,0.0016475323,0.000010387075],"about_ca_topic_score_codex":0.004011103,"about_ca_topic_score_gemma":0.0044070156,"teacher_disagreement_score":0.004011103,"about_ca_system_score_codex":0.00020022412,"about_ca_system_score_gemma":0.00024684024,"threshold_uncertainty_score":0.007975519},"labels":[],"label_agreement":null},{"id":"W4390271010","doi":"10.5539/nct.v8n2p35","title":"Future Hybrid Technology for Pay TV Platform","year":2023,"lang":"en","type":"article","venue":"Network and Communication Technologies","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Broadcasting (networking); The Internet; Computer science; Telecommunications; Multimedia; Computer network; World Wide Web","score_opus":0.0321641111630031,"score_gpt":0.3179821752179025,"score_spread":0.2858180640548994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390271010","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10304257,0.005686724,0.11987862,0.0040982487,0.0013164587,0.00029001848,0.0005016973,0.001875177,0.7633105],"genre_scores_gemma":[0.62641233,0.0052037593,0.048049696,0.0012954404,0.00040194739,0.0003021159,0.0006734219,0.0002385136,0.31742275],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99979585,0.000023552608,0.000006076482,0.000029582185,0.00010040725,0.000044545337],"domain_scores_gemma":[0.99986815,0.000020017851,0.000009204571,0.00002204096,0.000056043024,0.000024517638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022921564,0.00024484904,0.00010557686,0.00057160686,0.000553845,0.0022193308,0.00053395744,0.00071917137,0.026446298],"category_scores_gemma":[0.00037099552,0.00011869535,0.00023112888,0.0005059516,0.0002724885,0.002452567,0.0011059174,0.0006209198,0.008297309],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017450839,0.00016337312,0.0033057088,0.00047006068,0.000024137396,0.0013703885,0.0014094132,0.0021354775,0.090233944,0.27699187,0.044145238,0.57957584],"study_design_scores_gemma":[0.000030431485,0.0003570887,0.005059477,0.00028174455,0.000047136535,0.0026729344,0.0025635855,0.018543929,0.025534365,0.037683237,0.90716076,0.00006528302],"about_ca_topic_score_codex":0.0011947908,"about_ca_topic_score_gemma":0.001350843,"teacher_disagreement_score":0.026446298,"about_ca_system_score_codex":0.0005441972,"about_ca_system_score_gemma":0.00046584252,"threshold_uncertainty_score":0.08847171},"labels":[],"label_agreement":null},{"id":"W4391457347","doi":"10.7202/1108692ar","title":"Le réseau classe comme prototype du réseau numérique","year":2023,"lang":"fr","type":"article","venue":"Revue de recherches en littératie médiatique multimodale","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.12538891794989435,"score_gpt":0.36717750033125024,"score_spread":0.2417885823813559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391457347","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.036200613,0.0010434927,0.82280445,0.002353684,0.00083455845,0.0008605006,0.00047742054,0.0081330985,0.12729226],"genre_scores_gemma":[0.32806295,0.0009023882,0.57815593,0.0006163761,0.0002213726,0.0014193967,0.00084397395,0.0022079353,0.08756975],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99728537,0.0006469848,0.00015263825,0.0006798135,0.0010445017,0.00019071031],"domain_scores_gemma":[0.99731785,0.0010754274,0.0001461806,0.0007018375,0.0005476508,0.00021098884],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022221082,0.00088119006,0.00079335406,0.0012541123,0.0014882152,0.0050185756,0.0022352599,0.0020915142,0.04109662],"category_scores_gemma":[0.009228416,0.00045369638,0.0012725742,0.0007761809,0.002369157,0.0055092582,0.002516026,0.0021468287,0.007879796],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064187,0.00039143887,0.0025913732,0.0014558107,0.00010701384,0.00063453265,0.005254251,0.04000479,0.035251636,0.5100175,0.02336527,0.38028446],"study_design_scores_gemma":[0.00023734523,0.00074859493,0.002189585,0.0005627509,0.00010151357,0.0009293146,0.0017139649,0.1462195,0.04249569,0.13300471,0.6715836,0.00021346094],"about_ca_topic_score_codex":0.0046885647,"about_ca_topic_score_gemma":0.004158834,"teacher_disagreement_score":0.04109662,"about_ca_system_score_codex":0.001549143,"about_ca_system_score_gemma":0.0018863335,"threshold_uncertainty_score":0.13748193},"labels":[],"label_agreement":null},{"id":"W4391863612","doi":"10.51644/9781554582334","title":"Big Picture Realities","year":2008,"lang":"en","type":"book","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.06562470869557906,"score_gpt":0.32105678721916536,"score_spread":0.2554320785235863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391863612","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010240106,0.005634823,0.0024706477,0.049578913,0.001949445,0.000028639999,0.0003288078,0.0001406757,0.929628],"genre_scores_gemma":[0.3930118,0.0087836115,0.002418816,0.013735523,0.0009680867,0.00010631617,0.00068522856,0.00036733755,0.57992333],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988028,0.00028131672,0.00002535857,0.0001897275,0.00044474128,0.00025614884],"domain_scores_gemma":[0.9986345,0.0005174874,0.00009875507,0.00018444685,0.00031241163,0.00025234566],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013232852,0.00055631076,0.00033699538,0.0011945934,0.011176207,0.016606223,0.00084585935,0.0022780416,0.05574214],"category_scores_gemma":[0.004606952,0.00035824432,0.00037103315,0.0018768223,0.009553573,0.018161688,0.005783371,0.005379427,0.004018753],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023865234,0.000008644667,0.00036860758,0.000051176827,0.0000047751314,0.00022758305,0.011580521,0.0001387594,0.00008303382,0.7673817,0.19990762,0.020223739],"study_design_scores_gemma":[0.000003962114,0.0000036476938,0.0003236034,0.00010569735,0.000003725215,0.0001795303,0.012498174,0.00012097811,0.00006530469,0.07412001,0.91256493,0.000010423183],"about_ca_topic_score_codex":0.052596245,"about_ca_topic_score_gemma":0.11733582,"teacher_disagreement_score":0.05574214,"about_ca_system_score_codex":0.011398527,"about_ca_system_score_gemma":0.005382367,"threshold_uncertainty_score":0.18647605},"labels":[],"label_agreement":null},{"id":"W4392574186","doi":"10.33871/21750769.2013.5.2.282","title":"ELABORAÇÂO DO ROTEIRO CINEMATOGRÁFICO: Métodos e manuais","year":2014,"lang":"pt","type":"article","venue":"O Mosaico","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Art","score_opus":0.02926914164192054,"score_gpt":0.3277369568753637,"score_spread":0.2984678152334432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392574186","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36502013,0.008960889,0.4015336,0.003405974,0.00039855833,0.002991586,0.00086360774,0.0015364628,0.21528918],"genre_scores_gemma":[0.5628222,0.0060955314,0.39564863,0.00031866104,0.00014714464,0.000964488,0.0003527424,0.00044837163,0.03320225],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975434,0.0012895361,0.000109964516,0.00035290004,0.00058323983,0.000120863304],"domain_scores_gemma":[0.9923889,0.0044615283,0.0005244625,0.0010491434,0.0011817935,0.00039412524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0053935186,0.00069203303,0.00049260596,0.003664074,0.0016049608,0.0057553165,0.0012140683,0.0010572114,0.01205237],"category_scores_gemma":[0.016418995,0.0005051772,0.00056622666,0.0027986357,0.0024801902,0.0047196927,0.0027830917,0.00092453975,0.0019074586],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046121416,0.0002473568,0.018391801,0.0034156474,0.000071935254,0.0009213048,0.119272,0.0024426144,0.03764665,0.08994866,0.007002397,0.7201784],"study_design_scores_gemma":[0.00017961695,0.0013407317,0.051953167,0.0044899276,0.0005350638,0.0048581064,0.17690223,0.018545698,0.042483144,0.046239547,0.65216523,0.00030751107],"about_ca_topic_score_codex":0.0027056746,"about_ca_topic_score_gemma":0.0052078953,"teacher_disagreement_score":0.01205237,"about_ca_system_score_codex":0.0011341695,"about_ca_system_score_gemma":0.0021455358,"threshold_uncertainty_score":0.040319145},"labels":[],"label_agreement":null},{"id":"W4394023732","doi":"10.5281/zenodo.3950116","title":"The Many Faces of CI - Reproduction Package","year":2020,"lang":"en","type":"dataset","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Reproduction; R package; Computer science; Biology; Programming language; Ecology","score_opus":0.060055096946638624,"score_gpt":0.30828548060051675,"score_spread":0.24823038365387812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394023732","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002114203,0.00009831478,0.00019306166,0.00015223298,0.00008135679,0.000025780026,0.9976908,0.0006369261,0.0009101502],"genre_scores_gemma":[0.00051363604,0.00005532521,0.00052152015,0.00011090285,0.000019513094,0.00012747772,0.99797314,0.00013402785,0.0005444283],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99698,0.0006378319,0.00032320787,0.0008086179,0.0007053399,0.0005449628],"domain_scores_gemma":[0.9920854,0.0024677308,0.00060491305,0.0027264503,0.0013655412,0.0007500342],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025921168,0.0027572657,0.0015911979,0.0048827217,0.0013476253,0.0037478535,0.0038072187,0.0029965234,0.092481345],"category_scores_gemma":[0.0151451165,0.0009214947,0.0028749218,0.006968579,0.0007653827,0.002114198,0.0035653808,0.0034368085,0.12753738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000058348993,0.000024583784,0.00095742,0.0004950633,0.000036068683,0.000015231061,0.00002193691,0.00025689648,0.00005152523,0.0005223083,0.99545646,0.0021040845],"study_design_scores_gemma":[0.00034721903,0.0000404813,0.005941849,0.0005325886,0.00005812448,0.000114170834,0.00016747235,0.0009422019,0.0003425927,0.0028615848,0.98859894,0.000052641808],"about_ca_topic_score_codex":0.023209058,"about_ca_topic_score_gemma":0.047128003,"teacher_disagreement_score":0.092481345,"about_ca_system_score_codex":0.0015716703,"about_ca_system_score_gemma":0.0026500407,"threshold_uncertainty_score":0.30938095},"labels":[],"label_agreement":null},{"id":"W4394405602","doi":"10.6084/m9.figshare.6968159","title":"Transmedial Collaborative Productions in Secret Path and Airplane Mode","year":2018,"lang":"en","type":"dataset","venue":"Redalyc (Universidad Autónoma del Estado de México)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Airplane; Mode (computer interface); Path (computing); Computer science; Operating system; Engineering; Aerospace engineering","score_opus":0.016993418124183077,"score_gpt":0.28858846803098864,"score_spread":0.27159504990680555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394405602","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010764267,0.0007166411,0.00030926685,0.00039882312,0.00013667224,0.00007905654,0.98203546,0.0008234514,0.0047363183],"genre_scores_gemma":[0.0065621994,0.0001780445,0.0007571128,0.000053354295,0.000022552667,0.0001313751,0.9903521,0.000047584264,0.0018956763],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99840826,0.00041971938,0.0001290221,0.00037198092,0.00037910097,0.00029201267],"domain_scores_gemma":[0.998007,0.00047637676,0.00020003022,0.00046279537,0.0005348024,0.00031910336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012368448,0.0020380663,0.0009366013,0.004260233,0.0013290902,0.0022698564,0.0026750495,0.0018230868,0.014927875],"category_scores_gemma":[0.0053023575,0.00034280372,0.0013769082,0.0049426924,0.00060153514,0.0021266534,0.003032449,0.001641379,0.01829159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00040822595,0.00021839084,0.013008988,0.0011327554,0.000103388535,0.00029242798,0.00041677244,0.001283752,0.0002341591,0.0016324258,0.9642628,0.017005848],"study_design_scores_gemma":[0.00028716968,0.00006658489,0.03688521,0.000644995,0.00007597587,0.0003912031,0.0021107437,0.0048349053,0.0007710239,0.001745538,0.9521017,0.00008487667],"about_ca_topic_score_codex":0.07798018,"about_ca_topic_score_gemma":0.16659367,"teacher_disagreement_score":0.07798018,"about_ca_system_score_codex":0.0021811635,"about_ca_system_score_gemma":0.0019746283,"threshold_uncertainty_score":0.1550526},"labels":[],"label_agreement":null},{"id":"W4394731999","doi":"10.62212/1866/32872","title":"Techniques et tactiques du webdocumentaire","year":2023,"lang":"fr","type":"book","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Computer science","score_opus":0.051084892030152984,"score_gpt":0.38691393614251135,"score_spread":0.33582904411235837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394731999","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008074411,0.035641793,0.6479461,0.003949729,0.0010701356,0.00023236014,0.00045309195,0.0035415404,0.29909077],"genre_scores_gemma":[0.054027915,0.036373902,0.60905004,0.0009147662,0.0010656557,0.00043185079,0.0011455677,0.0025335199,0.29445675],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971131,0.00066200865,0.0002035391,0.00045099924,0.0014417242,0.00012863005],"domain_scores_gemma":[0.9961636,0.0020877842,0.00013765172,0.0008792038,0.0006421568,0.000089532135],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020188026,0.0010498271,0.0006458841,0.0061856047,0.0019069514,0.012205763,0.00231624,0.002662128,0.025404744],"category_scores_gemma":[0.005572527,0.0009869424,0.0011504298,0.0065549337,0.0043928786,0.010331624,0.002545841,0.00291079,0.013600089],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043495864,0.000041982225,0.00038639325,0.0012235703,0.000022048369,0.0005266856,0.0044236644,0.00135127,0.0089103915,0.46059647,0.02527204,0.49720198],"study_design_scores_gemma":[0.000011732644,0.000021048365,0.0005117788,0.0005389052,0.000017357726,0.0018580242,0.0010309016,0.0040043416,0.006863798,0.060182102,0.92491823,0.000041601626],"about_ca_topic_score_codex":0.0073603853,"about_ca_topic_score_gemma":0.0091773635,"teacher_disagreement_score":0.025404744,"about_ca_system_score_codex":0.0022546635,"about_ca_system_score_gemma":0.001860342,"threshold_uncertainty_score":0.08498734},"labels":[],"label_agreement":null},{"id":"W4398672251","doi":"10.7910/dvn/fie0s4/ajbj3c","title":"NaturalGas_Billing.tab","year":2016,"lang":"en","type":"dataset","venue":"Harvard Dataverse","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Database","score_opus":0.02694587574633533,"score_gpt":0.31275517835754796,"score_spread":0.2858093026112126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398672251","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002642057,0.00005265406,0.00004550767,0.00007633342,0.000020313524,0.000007749916,0.9985415,0.00035464484,0.000637195],"genre_scores_gemma":[0.0008807043,0.000077164244,0.00018753923,0.000044037442,0.000008618014,0.000036136742,0.9980313,0.00006277754,0.0006716881],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99932337,0.000070881004,0.00008772826,0.00019460896,0.00020264926,0.000120901044],"domain_scores_gemma":[0.9988839,0.0002529499,0.00014820861,0.00030377964,0.00026471834,0.00014637997],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006670153,0.0022600547,0.0010815149,0.0035589903,0.0005617705,0.0018724708,0.0022791037,0.0020751285,0.047573134],"category_scores_gemma":[0.0034979775,0.0006064082,0.0012644827,0.0057653505,0.00041274226,0.0014530697,0.0015499569,0.0015777925,0.049722552],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059525253,0.00003059242,0.0013122655,0.00047037142,0.000028347407,0.000024117375,0.000019148938,0.0006197497,0.00014569433,0.0006635249,0.99377763,0.0028490047],"study_design_scores_gemma":[0.00022830936,0.000019624416,0.0050786342,0.00021739255,0.000026296082,0.000072034265,0.00007095752,0.0013172396,0.00062557985,0.0013645182,0.9909485,0.000030890063],"about_ca_topic_score_codex":0.0263747,"about_ca_topic_score_gemma":0.04112401,"teacher_disagreement_score":0.95242685,"about_ca_system_score_codex":0.0017228855,"about_ca_system_score_gemma":0.0019053103,"threshold_uncertainty_score":0.15914792},"labels":[],"label_agreement":null},{"id":"W4399056819","doi":"10.1016/j.heliyon.2024.e31935","title":"Active vs passive media multitasking and memory for lecture materials","year":2024,"lang":"en","type":"article","venue":"Heliyon","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; McMaster University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Human multitasking; Psychology; Multimedia; Computer science; Engineering; Cognitive psychology","score_opus":0.026088040528399626,"score_gpt":0.3346628297065577,"score_spread":0.30857478917815806,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399056819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9976903,0.00012708113,0.000074822725,0.00004714611,0.000013376306,0.000039562976,0.00007571619,0.000007273327,0.0019246953],"genre_scores_gemma":[0.9963827,0.00012048494,0.00022899701,0.000078540164,0.000028507362,0.000100199606,0.00013903367,0.000011644421,0.0029099216],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993186,0.00013182098,0.00007167858,0.00017922526,0.00018272878,0.00011595336],"domain_scores_gemma":[0.9842948,0.006908688,0.0056425934,0.0007367419,0.0005402192,0.0018768902],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014103645,0.00032077104,0.00043237605,0.00065204897,0.0007566906,0.0027354273,0.00095747365,0.000841238,0.014418374],"category_scores_gemma":[0.017451385,0.0003051883,0.00048295513,0.00033565686,0.0005646984,0.0014300899,0.0011225962,0.00089257647,0.0015577142],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.015464377,0.014169428,0.8107149,0.0013362839,0.00058759074,0.00048838253,0.020165002,0.00060113455,0.039258633,0.0009271761,0.002753326,0.09353386],"study_design_scores_gemma":[0.00017484446,0.0035359222,0.98793644,0.00013284807,0.0001283022,0.00016820322,0.0037610827,0.00056700956,0.0019185656,0.0005439249,0.0010838396,0.000048943904],"about_ca_topic_score_codex":0.0023495706,"about_ca_topic_score_gemma":0.0036987192,"teacher_disagreement_score":0.014418374,"about_ca_system_score_codex":0.0005355541,"about_ca_system_score_gemma":0.00042023897,"threshold_uncertainty_score":0.048234224},"labels":[],"label_agreement":null},{"id":"W4399478946","doi":"10.54941/ahfe1005443","title":"Challenges and Opportunities of Low-Code Figma and Modul-F for Use within the Public Sector","year":2024,"lang":"en","type":"article","venue":"AHFE international","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Public sector; Code (set theory); Computer science; Business; Programming language; Political science","score_opus":0.2811745436951643,"score_gpt":0.3760532753797864,"score_spread":0.09487873168462208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399478946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87647665,0.0018267853,0.061141957,0.008067652,0.000438702,0.0009898514,0.00056247535,0.008331792,0.04216401],"genre_scores_gemma":[0.845601,0.00090973795,0.13313359,0.0021824196,0.0001243772,0.0011208146,0.0010859827,0.005047609,0.010794472],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9833431,0.006266217,0.00087454705,0.0012754399,0.0062509794,0.0019896731],"domain_scores_gemma":[0.937711,0.03182382,0.004186597,0.009211828,0.013203428,0.0038631947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.019778527,0.001000066,0.0004669789,0.0023138158,0.0018779838,0.0065886322,0.0023387002,0.0022437528,0.0042658495],"category_scores_gemma":[0.08155033,0.0007266783,0.0009048889,0.0011047281,0.0026592303,0.007840277,0.004703854,0.0027517618,0.0021689413],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030036282,0.0020857337,0.05818391,0.0030974376,0.000110945395,0.003461104,0.047313582,0.006826366,0.05646196,0.0284993,0.033574164,0.75738186],"study_design_scores_gemma":[0.00063116144,0.0067378795,0.17524588,0.0058498695,0.00029791414,0.0069713714,0.04413011,0.04018845,0.053066783,0.025804356,0.6401432,0.0009329892],"about_ca_topic_score_codex":0.0074709784,"about_ca_topic_score_gemma":0.008550647,"teacher_disagreement_score":0.019778527,"about_ca_system_score_codex":0.0025517887,"about_ca_system_score_gemma":0.0050275885,"threshold_uncertainty_score":0.10460013},"labels":[],"label_agreement":null},{"id":"W4399723254","doi":"10.32920/26052655","title":"Experimenting With Branching Narratives in Video Form on Streaming Platforms","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Narrative; Branching (polymer chemistry); Computer science; Computer graphics (images); Multimedia; Art; Literature; Chemistry","score_opus":0.038452112825716964,"score_gpt":0.3616395558881389,"score_spread":0.3231874430624219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399723254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99165994,0.000022494816,0.0018213202,0.000086057196,0.000020366202,0.00033366168,0.00011913339,0.000027971366,0.0059091225],"genre_scores_gemma":[0.9752609,0.00011613183,0.0121823335,0.00015213966,0.00004083023,0.0013094182,0.0003566107,0.00009019042,0.010491543],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9965592,0.0022126958,0.0001372483,0.00043056544,0.000420793,0.00023949474],"domain_scores_gemma":[0.97614676,0.019338453,0.0010670982,0.0017982263,0.0008201385,0.0008293163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005657647,0.000567874,0.00043210867,0.0005162897,0.0020817916,0.0037335362,0.0008693144,0.0009422949,0.008842238],"category_scores_gemma":[0.025791332,0.0004016443,0.00031145205,0.00056949793,0.0020059748,0.003432702,0.0029337003,0.0014823123,0.001396135],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029673183,0.00508723,0.024752418,0.0010706057,0.00007945046,0.0016806698,0.7798349,0.0019504239,0.07248017,0.013276055,0.002747724,0.09407299],"study_design_scores_gemma":[0.001477387,0.02073432,0.09911846,0.00085754244,0.00028821584,0.0014350223,0.6292915,0.01430738,0.102497675,0.017410966,0.112064786,0.0005167709],"about_ca_topic_score_codex":0.0017521649,"about_ca_topic_score_gemma":0.0030715636,"teacher_disagreement_score":0.008842238,"about_ca_system_score_codex":0.00073192734,"about_ca_system_score_gemma":0.000572739,"threshold_uncertainty_score":0.029920816},"labels":[],"label_agreement":null},{"id":"W4399723310","doi":"10.32920/26052655.v1","title":"Experimenting With Branching Narratives in Video Form on Streaming Platforms","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Narrative; Branching (polymer chemistry); Computer science; Multimedia; Art; Computer graphics (images); Literature; Materials science","score_opus":0.038452112825716964,"score_gpt":0.3616395558881389,"score_spread":0.3231874430624219,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399723310","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99165994,0.000022494816,0.0018213202,0.000086057196,0.000020366202,0.00033366168,0.00011913339,0.000027971366,0.0059091225],"genre_scores_gemma":[0.9752609,0.00011613183,0.0121823335,0.00015213966,0.00004083023,0.0013094182,0.0003566107,0.00009019042,0.010491543],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9965592,0.0022126958,0.0001372483,0.00043056544,0.000420793,0.00023949474],"domain_scores_gemma":[0.97614676,0.019338453,0.0010670982,0.0017982263,0.0008201385,0.0008293163],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005657647,0.000567874,0.00043210867,0.0005162897,0.0020817916,0.0037335362,0.0008693144,0.0009422949,0.008842238],"category_scores_gemma":[0.025791332,0.0004016443,0.00031145205,0.00056949793,0.0020059748,0.003432702,0.0029337003,0.0014823123,0.001396135],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0029673183,0.00508723,0.024752418,0.0010706057,0.00007945046,0.0016806698,0.7798349,0.0019504239,0.07248017,0.013276055,0.002747724,0.09407299],"study_design_scores_gemma":[0.001477387,0.02073432,0.09911846,0.00085754244,0.00028821584,0.0014350223,0.6292915,0.01430738,0.102497675,0.017410966,0.112064786,0.0005167709],"about_ca_topic_score_codex":0.0017521649,"about_ca_topic_score_gemma":0.0030715636,"teacher_disagreement_score":0.008842238,"about_ca_system_score_codex":0.00073192734,"about_ca_system_score_gemma":0.000572739,"threshold_uncertainty_score":0.029920816},"labels":[],"label_agreement":null},{"id":"W4400315860","doi":"10.1007/978-3-031-62846-7_13","title":"Making Entertainment Content More Inclusive Introduction to Special Thematic Session","year":2024,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Computer science; Session (web analytics); Thematic map; Entertainment; Multimedia; Content (measure theory); World Wide Web; Visual arts; Cartography","score_opus":0.04544852165436875,"score_gpt":0.34549960311817357,"score_spread":0.3000510814638048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400315860","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006978918,0.011874167,0.026750917,0.009976633,0.041849475,0.0002539444,0.0008249327,0.0021577496,0.8993334],"genre_scores_gemma":[0.0113039985,0.0056277765,0.0037552498,0.0016624907,0.0067514,0.00011702667,0.0006894822,0.00073020055,0.96936226],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999846,0.000022603617,0.000004288756,0.00003004874,0.00006629206,0.000030782634],"domain_scores_gemma":[0.9996927,0.00003792277,0.000010226398,0.000020228063,0.00011702869,0.00012190234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029050687,0.0007175516,0.00035806012,0.00091523473,0.0009907164,0.0030561946,0.0006267103,0.0009320764,0.16890407],"category_scores_gemma":[0.0005293036,0.00022164387,0.00047299505,0.00077149906,0.00031470758,0.0028547281,0.0022983176,0.0015502039,0.060053863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000729929,0.00011748029,0.00012931955,0.00031442233,0.000008491112,0.00009163748,0.00053897843,0.00016426758,0.008037859,0.013327969,0.7562924,0.2209042],"study_design_scores_gemma":[0.0000039936135,0.00003434268,0.0003940103,0.00009779102,0.000005864871,0.00007391121,0.00021663406,0.00015031197,0.0010285907,0.0022916854,0.99569654,0.0000063465923],"about_ca_topic_score_codex":0.0005027228,"about_ca_topic_score_gemma":0.0013993498,"teacher_disagreement_score":0.16890407,"about_ca_system_score_codex":0.0005463749,"about_ca_system_score_gemma":0.00053419435,"threshold_uncertainty_score":0.56504035},"labels":[],"label_agreement":null},{"id":"W4400602525","doi":"10.2307/jj.17102065","title":"The Interactive Documentary in Canada","year":2024,"lang":"en","type":"book","venue":"McGill-Queen's University Press eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"History","score_opus":0.012536116003666725,"score_gpt":0.24389899164520293,"score_spread":0.2313628756415362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400602525","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010574668,0.010419285,0.00028315245,0.0038103221,0.002434217,0.000038791055,0.0013148581,0.0002060654,0.98043585],"genre_scores_gemma":[0.0044716154,0.0030189033,0.00018913003,0.00022835552,0.00007749588,0.000009623125,0.00025544746,0.000090881294,0.9916585],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905354,0.00004471423,0.0000180348,0.000088085464,0.00056571193,0.00022997068],"domain_scores_gemma":[0.99896336,0.00008051597,0.000015396286,0.00004966007,0.00065181474,0.00023934143],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051704596,0.001021492,0.0008373561,0.0025552742,0.011700892,0.0110871075,0.0015988871,0.0018613224,0.22525151],"category_scores_gemma":[0.001829353,0.000516015,0.00046250393,0.0070890607,0.0023925218,0.0018528054,0.002024921,0.002404726,0.044641197],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023618115,0.00000987345,0.00016191097,0.00008571254,0.000002569125,0.00007985236,0.00065406656,0.00013255431,0.00012943763,0.033099465,0.9124995,0.053121433],"study_design_scores_gemma":[0.0000016465865,0.0000018560287,0.0002517379,0.00004865765,0.0000016219786,0.000015114965,0.0003649153,0.000030341866,0.000033514003,0.0005477955,0.9986979,0.000004915007],"about_ca_topic_score_codex":0.9758814,"about_ca_topic_score_gemma":0.990316,"teacher_disagreement_score":0.954457,"about_ca_system_score_codex":0.04554302,"about_ca_system_score_gemma":0.08426052,"threshold_uncertainty_score":0.75354135},"labels":[],"label_agreement":null},{"id":"W4400685636","doi":"10.3138/smr.2006.0008","title":"Mitsuko Shirai, voice. <i>Viktor Ullmann</i>.","year":2006,"lang":"en","type":"article","venue":"Seminar A Journal of Germanic Studies","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Communication; Linguistics; Psychology; Audiology; Philosophy; Medicine","score_opus":0.03971055382006203,"score_gpt":0.3744721482698202,"score_spread":0.33476159444975817,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400685636","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.014975629,0.2706718,0.032377288,0.19131897,0.08338305,0.00018139291,0.005871022,0.004453389,0.39676753],"genre_scores_gemma":[0.0325537,0.0647527,0.00920168,0.00805907,0.008357074,0.00011558086,0.0016942325,0.00078988797,0.87447613],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996946,0.000043760047,0.000020648478,0.00010167823,0.00009862448,0.000040736875],"domain_scores_gemma":[0.9991055,0.00016220684,0.000064447624,0.00004341329,0.00036730833,0.00025714692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070336723,0.00079798285,0.00061258173,0.0009700892,0.001100014,0.00132561,0.0007104567,0.0010384149,0.17765658],"category_scores_gemma":[0.0016718347,0.0002908433,0.00023935892,0.00083714025,0.0002789494,0.0015075526,0.0012183372,0.001191204,0.13548407],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016492103,0.000039332015,0.0006352796,0.0005333936,0.0000124765065,0.00022614638,0.0006061403,0.00008259576,0.003970397,0.0033788048,0.70839655,0.2819539],"study_design_scores_gemma":[0.000011746141,0.00002593772,0.0011522049,0.00007310507,0.000018920095,0.0003050766,0.0004933482,0.00015282902,0.0017724038,0.0013369776,0.99464166,0.000015816233],"about_ca_topic_score_codex":0.002034088,"about_ca_topic_score_gemma":0.004123743,"teacher_disagreement_score":0.17765658,"about_ca_system_score_codex":0.00063099054,"about_ca_system_score_gemma":0.0007526055,"threshold_uncertainty_score":0.5943204},"labels":[],"label_agreement":null},{"id":"W4400791730","doi":"10.1515/9780228021612","title":"The Interactive Documentary in Canada","year":2024,"lang":"en","type":"book","venue":"McGill-Queen's University Press eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.012536116003666725,"score_gpt":0.24389899164520293,"score_spread":0.2313628756415362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400791730","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03931663,0.018166402,0.001089825,0.01907773,0.0030725165,0.000107112064,0.003266305,0.0003296939,0.9155738],"genre_scores_gemma":[0.3905958,0.026614374,0.0031125266,0.0037857776,0.00066885515,0.00009631712,0.0024180843,0.000609608,0.57209873],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979266,0.00015669042,0.000052713156,0.00021071211,0.001107484,0.0005457576],"domain_scores_gemma":[0.9965863,0.0005452646,0.00011281692,0.00019453032,0.0017221911,0.0008388692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009015983,0.0005443131,0.0003611782,0.0026494635,0.0182075,0.013941812,0.0016055316,0.0014203475,0.03394098],"category_scores_gemma":[0.0041809217,0.0003086563,0.0002568553,0.006708949,0.0079264855,0.0026749643,0.0036275801,0.0021666805,0.002451227],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001277252,0.00003838303,0.0028681525,0.0006424911,0.000016336044,0.0012547645,0.07412856,0.0003011575,0.0019845513,0.18702695,0.58637816,0.14523278],"study_design_scores_gemma":[0.0000024705407,0.000005472756,0.0023515124,0.0001932771,0.0000064025608,0.00016278062,0.012259761,0.000044671488,0.00026601416,0.00061204174,0.98407805,0.000017611905],"about_ca_topic_score_codex":0.9771325,"about_ca_topic_score_gemma":0.98725015,"teacher_disagreement_score":0.082715146,"about_ca_system_score_codex":0.082715146,"about_ca_system_score_gemma":0.116883144,"threshold_uncertainty_score":0.6001432},"labels":[],"label_agreement":null},{"id":"W4400833361","doi":"10.30696/jac.xvii.2.2023.256-261","title":"Controlling ScreenTime For Children","year":2023,"lang":"en","type":"article","venue":"Journal of Analysis and Computations","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.026916111201030057,"score_gpt":0.3579477531407492,"score_spread":0.3310316419397192,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400833361","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9046435,0.007916175,0.011338813,0.0019719703,0.0012400459,0.00044997336,0.04228279,0.0006077984,0.02954894],"genre_scores_gemma":[0.97009045,0.0008892974,0.0038934406,0.00032340753,0.00014873531,0.0006728382,0.011346076,0.0001244146,0.012511299],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99581593,0.00094181875,0.00034869587,0.0013191396,0.0006481185,0.00092629093],"domain_scores_gemma":[0.99385506,0.0024000995,0.0017186125,0.00083389535,0.00061265955,0.0005796366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002144258,0.0015377589,0.0008934078,0.0014486271,0.0011799481,0.0017974945,0.0019687947,0.0012214204,0.016349742],"category_scores_gemma":[0.010675849,0.00040500757,0.0042048725,0.0020706335,0.00042820172,0.0010549668,0.0014335471,0.0019071918,0.0010869664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011059609,0.00028468348,0.94475925,0.0005408245,0.0031494175,0.00037458318,0.0014403815,0.0009756767,0.00067592046,0.0036134052,0.010377016,0.032702915],"study_design_scores_gemma":[0.000070633396,0.000476281,0.96361005,0.00040990126,0.002239786,0.00039140068,0.0010683057,0.0023081622,0.0012067889,0.0010486639,0.027122691,0.000047327223],"about_ca_topic_score_codex":0.14325249,"about_ca_topic_score_gemma":0.11599714,"teacher_disagreement_score":0.14325249,"about_ca_system_score_codex":0.0018300009,"about_ca_system_score_gemma":0.0032239289,"threshold_uncertainty_score":0.28483737},"labels":[],"label_agreement":null},{"id":"W4400975355","doi":"10.1109/mprv.2024.3418899","title":"Co-Designing Accessible Computer and Smartphone Input Using Physical Computing","year":2024,"lang":"en","type":"article","venue":"IEEE Pervasive Computing","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"Engineering and Physical Sciences Research Council; Microsoft","keywords":"Computer science; Ubiquitous computing; Human–computer interaction; Context-aware pervasive systems; Mobile computing; Multimedia; Computer network","score_opus":0.06825229975522565,"score_gpt":0.39849606591835396,"score_spread":0.33024376616312834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400975355","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33560944,0.0005652264,0.6295244,0.00086163235,0.000120035664,0.0025724352,0.00009884331,0.0012995441,0.029348426],"genre_scores_gemma":[0.59299207,0.00044459046,0.3962409,0.00020052989,0.000014518013,0.0023631996,0.00013186323,0.00023662031,0.0073757605],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99115175,0.006002853,0.00057429,0.00068975484,0.0011250156,0.0004561724],"domain_scores_gemma":[0.9897781,0.007499662,0.00034637644,0.00093745196,0.0009923956,0.0004458901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0071908967,0.0010658163,0.0005299692,0.0013107174,0.0013964482,0.0042123827,0.0016700459,0.0013944972,0.0052059023],"category_scores_gemma":[0.017411368,0.0006659618,0.00090458203,0.000743958,0.0021294977,0.0038082227,0.0044486644,0.0009426308,0.0011176245],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008619358,0.002065677,0.0194991,0.006690177,0.0001851946,0.004640846,0.17200124,0.018166052,0.12000363,0.052323204,0.006176787,0.5973862],"study_design_scores_gemma":[0.0009417086,0.0075724395,0.033833392,0.0037885115,0.00071777427,0.008822878,0.18209763,0.14895621,0.16410024,0.057509545,0.3911006,0.00055902725],"about_ca_topic_score_codex":0.0005902512,"about_ca_topic_score_gemma":0.0012102321,"teacher_disagreement_score":0.0071908967,"about_ca_system_score_codex":0.00085634604,"about_ca_system_score_gemma":0.0016059811,"threshold_uncertainty_score":0.03802955},"labels":[],"label_agreement":null},{"id":"W4402742556","doi":"10.1109/tcsvt.2024.3465848","title":"3D Video Conferencing via On-Hand Devices","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Circuits and Systems for Video Technology","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Videoconferencing; Multimedia; Teleconference; Computer graphics (images); Computer vision","score_opus":0.046345730918803715,"score_gpt":0.32134905021197013,"score_spread":0.2750033192931664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402742556","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32210925,0.0024064824,0.6065726,0.00034999088,0.00042681533,0.0006277064,0.0009258799,0.0088522155,0.057729118],"genre_scores_gemma":[0.83250487,0.0011990264,0.14271218,0.00020466541,0.00013362004,0.00028492312,0.000606144,0.00028933468,0.022065261],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925774,0.00013918745,0.000026306236,0.00012513719,0.00036458074,0.00008698731],"domain_scores_gemma":[0.9994547,0.0001818373,0.000055964316,0.00013990018,0.00010165005,0.00006598505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027158955,0.00081223226,0.0005299925,0.000552181,0.00039685238,0.0011651008,0.0010624105,0.00063701725,0.013148047],"category_scores_gemma":[0.0009911748,0.00027098405,0.00057188584,0.0003585016,0.0002782813,0.00082905113,0.0020087815,0.00043362757,0.0015580122],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00096923835,0.00031871258,0.0022727686,0.0006543301,0.00010794322,0.0013712596,0.00093605823,0.008683708,0.49737608,0.004939753,0.008768461,0.47360164],"study_design_scores_gemma":[0.00047909163,0.003227257,0.02680603,0.00030981193,0.00033392507,0.010745138,0.0011228861,0.23924886,0.58846647,0.0052113854,0.12352751,0.00052165944],"about_ca_topic_score_codex":0.0023989016,"about_ca_topic_score_gemma":0.0025395332,"teacher_disagreement_score":0.013148047,"about_ca_system_score_codex":0.0003137298,"about_ca_system_score_gemma":0.00039427576,"threshold_uncertainty_score":0.043984592},"labels":[],"label_agreement":null},{"id":"W4403307515","doi":"10.1145/3665463.3678842","title":"Proteus Card Deck: Enabling Remote Play with A Physical Card Deck","year":2024,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Deck; Proteus; Computer science; Smart card; Report card; Engineering; Embedded system; Computer hardware; Structural engineering; Chemistry; Psychology","score_opus":0.028856674755270602,"score_gpt":0.35286000682885676,"score_spread":0.32400333207358617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403307515","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40684748,0.001969028,0.35736692,0.0012039434,0.0014553559,0.0015316587,0.0014644669,0.023776138,0.20438509],"genre_scores_gemma":[0.8304051,0.00067450665,0.09603354,0.0007066316,0.00014023118,0.00052068324,0.0007592445,0.0010177057,0.06974226],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995584,0.00007408658,0.000016502709,0.000082400235,0.00015468753,0.00011402963],"domain_scores_gemma":[0.9995709,0.00008271951,0.00003152857,0.00008064888,0.00009194103,0.00014213975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002958158,0.00081869075,0.0003305086,0.00048095649,0.0004708475,0.0015934904,0.001107608,0.00071512646,0.020509211],"category_scores_gemma":[0.0015285296,0.00027368983,0.00029511916,0.00022976595,0.00065552077,0.0018340016,0.0033178376,0.00067120075,0.0034574661],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.003289149,0.0014130125,0.011057777,0.0014404515,0.00011244903,0.0041074445,0.002876969,0.0044846726,0.19764747,0.05155298,0.08667861,0.63533896],"study_design_scores_gemma":[0.00051695283,0.0031609107,0.027756132,0.0007463513,0.00019578419,0.008911396,0.0020504657,0.07430558,0.15476397,0.014677777,0.7123498,0.00056490884],"about_ca_topic_score_codex":0.0011547457,"about_ca_topic_score_gemma":0.0018010177,"teacher_disagreement_score":0.020509211,"about_ca_system_score_codex":0.00023459746,"about_ca_system_score_gemma":0.00039200627,"threshold_uncertainty_score":0.06861013},"labels":[],"label_agreement":null},{"id":"W4403473138","doi":"10.31584/jhsmr.20241097","title":"Comparative Analysis of Blink Rates During Printed and On-Screen Reading Across Varying Screen Sizes","year":2024,"lang":"en","type":"article","venue":"Journal of Health Science and Medical Research","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Reading (process); Psychology; Computer science; Linguistics","score_opus":0.24593410532871973,"score_gpt":0.5950257418990603,"score_spread":0.3490916365703406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403473138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9980252,0.0001971726,0.0008783571,0.000009715056,0.000004582114,0.00003131408,0.00016888596,0.00003740938,0.0006473184],"genre_scores_gemma":[0.99801207,0.00011812562,0.0009415883,0.000013871484,0.000007691358,0.000041697822,0.0002204166,0.000016078717,0.0006284164],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.9997019,0.000054497857,0.000033443368,0.00007796199,0.00010167878,0.000030480283],"domain_scores_gemma":[0.9976901,0.0010219208,0.00051480613,0.00011691963,0.0005376344,0.00011860114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026313443,0.00033987095,0.0003399709,0.00054459024,0.0001462482,0.00041666604,0.00017106156,0.00030415624,0.002819116],"category_scores_gemma":[0.0032331222,0.00009871273,0.00018708735,0.00025988472,0.00016111752,0.0003840053,0.00025753552,0.00021110295,0.00037504383],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008801772,0.0006193916,0.17790557,0.0012859068,0.0002467392,0.00079432846,0.004416325,0.00039754107,0.66056037,0.00008234796,0.00065535214,0.14423433],"study_design_scores_gemma":[0.00003128433,0.0019184157,0.9648908,0.000034127577,0.00008516249,0.0008115208,0.0009782318,0.000625556,0.030023444,0.00005580541,0.00052398315,0.00002171007],"about_ca_topic_score_codex":0.0007568103,"about_ca_topic_score_gemma":0.0010420132,"teacher_disagreement_score":0.002819116,"about_ca_system_score_codex":0.00010906683,"about_ca_system_score_gemma":0.000083322244,"threshold_uncertainty_score":0.009430885},"labels":[],"label_agreement":null},{"id":"W4403918909","doi":"10.1109/iicaiet62352.2024.10730257","title":"A Motion Capture Quality Comparison Between Rokoko and Kinect","year":2024,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Motion capture; Quality (philosophy); Computer vision; Motion (physics); Artificial intelligence; Computer graphics (images); Physics","score_opus":0.10695882091024463,"score_gpt":0.45090035322069744,"score_spread":0.3439415323104528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403918909","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8488733,0.008374966,0.12475003,0.00051654986,0.0005100834,0.0007531326,0.0036776247,0.0011451321,0.01139907],"genre_scores_gemma":[0.9342302,0.0023966895,0.055894382,0.00021980604,0.00008283239,0.0003480971,0.0034823688,0.00021557271,0.003130071],"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99776304,0.00032671797,0.0002600816,0.00034810056,0.0011436522,0.00015838361],"domain_scores_gemma":[0.99709046,0.00080357963,0.00032432785,0.0002252584,0.0014018923,0.00015440422],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021512131,0.0006211924,0.00060542126,0.0022898659,0.00032957815,0.0011528487,0.0006574171,0.00086273236,0.003039443],"category_scores_gemma":[0.0069681327,0.0003793325,0.0005548016,0.0012477172,0.0003906845,0.0013899205,0.0009752422,0.00036089044,0.00050096435],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0127954725,0.00076362485,0.11803851,0.004363405,0.0009728278,0.0008834818,0.0018469127,0.011558659,0.34076637,0.0036116045,0.0068636676,0.49753547],"study_design_scores_gemma":[0.00042991724,0.0031362586,0.7998078,0.00077774713,0.0007162701,0.00397356,0.0022689998,0.07203392,0.100892976,0.0010790959,0.014471491,0.00041202383],"about_ca_topic_score_codex":0.0027180081,"about_ca_topic_score_gemma":0.005669677,"teacher_disagreement_score":0.003039443,"about_ca_system_score_codex":0.0003161875,"about_ca_system_score_gemma":0.00035860637,"threshold_uncertainty_score":0.011376798},"labels":[],"label_agreement":null},{"id":"W4403937995","doi":"10.1109/ithings-greencom-cpscom-smartdata-cybermatics62450.2024.00077","title":"Creation of Topological Maps of Energy Consumption for IP Networks","year":2024,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"CODE","keywords":"Energy consumption; Consumption (sociology); Computer science; Topology (electrical circuits); Energy (signal processing); Mathematics; Combinatorics; Engineering; Electrical engineering; Sociology; Statistics","score_opus":0.05762233031414936,"score_gpt":0.37748725313372283,"score_spread":0.31986492281957346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403937995","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047496367,0.00024247896,0.93835473,0.00025097304,0.00009078414,0.000108540255,0.001976997,0.0014977006,0.0099813435],"genre_scores_gemma":[0.5220217,0.0007569457,0.4694366,0.00004349035,0.00007310528,0.0002593548,0.0033008675,0.00041289756,0.0036949336],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9997069,0.000079738995,0.000013477764,0.00006831752,0.00010263903,0.000028924285],"domain_scores_gemma":[0.99897975,0.00047709467,0.000105136,0.00017504035,0.00020584413,0.000056984336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041608795,0.0006237122,0.00030810767,0.002901811,0.00041619304,0.0015738889,0.0005749911,0.00041038252,0.0029581194],"category_scores_gemma":[0.0039756275,0.0002983425,0.0006380338,0.0018975576,0.0005419452,0.0016932358,0.0013652485,0.000584111,0.0007513905],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001408238,0.00011615743,0.007000405,0.00041511128,0.00008240992,0.00047946695,0.001224106,0.47778156,0.010039923,0.26560718,0.00888968,0.22822306],"study_design_scores_gemma":[0.000010496767,0.000048786595,0.002579021,0.0000558346,0.000026884125,0.00021837524,0.00035309393,0.8302087,0.0057680486,0.13377193,0.026906632,0.00005227428],"about_ca_topic_score_codex":0.001937342,"about_ca_topic_score_gemma":0.0020648667,"teacher_disagreement_score":0.0029581194,"about_ca_system_score_codex":0.00050739176,"about_ca_system_score_gemma":0.00059697224,"threshold_uncertainty_score":0.009895921},"labels":[],"label_agreement":null},{"id":"W4404180500","doi":"10.1109/ficloud62933.2024.00060","title":"Time Dynamic \"Allow Listing\" For Dropbox","year":2024,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Listing (finance); Computer science; Business","score_opus":0.02416227311478507,"score_gpt":0.3815889646229964,"score_spread":0.3574266915082113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404180500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7712717,0.00044062312,0.19602096,0.0017571109,0.0003012666,0.00038886187,0.0041086497,0.01371254,0.011998294],"genre_scores_gemma":[0.9716556,0.00009728311,0.02418135,0.00012669766,0.000042706648,0.00006890969,0.0012125901,0.00013841467,0.0024763076],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99960154,0.00008796668,0.000022743943,0.000103191844,0.00009407694,0.00009056053],"domain_scores_gemma":[0.9984149,0.00070303975,0.0002884865,0.00028456945,0.00019338224,0.00011557076],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00086420175,0.00064568094,0.00030726317,0.00061480585,0.00043990038,0.001084497,0.000987227,0.00060775375,0.004977733],"category_scores_gemma":[0.0043424703,0.00017035968,0.00042708148,0.00040633674,0.00029380195,0.0017192593,0.00048820325,0.0009139411,0.0012696057],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025113195,0.0012846072,0.21237633,0.00045076068,0.00023519508,0.001462681,0.0006317925,0.35433868,0.019131718,0.020908462,0.054507703,0.33216077],"study_design_scores_gemma":[0.00004156172,0.00030375714,0.018327346,0.000034300963,0.000054954366,0.00038459228,0.00021776556,0.9547213,0.0075766076,0.0062554963,0.0120335,0.000048833303],"about_ca_topic_score_codex":0.0056015123,"about_ca_topic_score_gemma":0.0099831745,"teacher_disagreement_score":0.0056015123,"about_ca_system_score_codex":0.000491727,"about_ca_system_score_gemma":0.00063903094,"threshold_uncertainty_score":0.016652167},"labels":[],"label_agreement":null},{"id":"W4404257564","doi":"10.36227/techrxiv.173143070.04378246/v1","title":"Trimming the Fat: Introducing QUIC Thin-Apps for the Internet of Things","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Trimming; Internet privacy; Internet of Things; The Internet; Business; Computer science; Computer security; Advertising; World Wide Web; Operating system","score_opus":0.04681655209786941,"score_gpt":0.3539255750111557,"score_spread":0.3071090229132863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404257564","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09901094,0.0026308403,0.7876465,0.002582456,0.002511601,0.0023581868,0.00046460566,0.034395844,0.06839912],"genre_scores_gemma":[0.3839214,0.0018599756,0.54464936,0.004743245,0.00041748516,0.0013312635,0.0012254316,0.005836044,0.056015685],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986072,0.00018091027,0.00009637824,0.00011936725,0.0007436526,0.00025245576],"domain_scores_gemma":[0.99803966,0.00034645657,0.00012873705,0.00042088816,0.00086331164,0.00020102241],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015532619,0.0008867131,0.00041636586,0.00082181254,0.0010685103,0.0018512409,0.002091366,0.0019601777,0.0036158192],"category_scores_gemma":[0.0037649935,0.0007919763,0.00057199487,0.00031268733,0.0010685337,0.0026445903,0.0032961266,0.0031446158,0.0015563308],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013299634,0.0009448235,0.0070348447,0.0018782078,0.0001735246,0.0074618985,0.0059632543,0.010510688,0.28059986,0.16490485,0.084948555,0.43424955],"study_design_scores_gemma":[0.00012088765,0.0010305765,0.0033086955,0.00086055597,0.00022776956,0.004010578,0.0008660189,0.13485524,0.16015846,0.027624296,0.66653574,0.0004012189],"about_ca_topic_score_codex":0.0022427165,"about_ca_topic_score_gemma":0.0023754395,"teacher_disagreement_score":0.0036158192,"about_ca_system_score_codex":0.0005644552,"about_ca_system_score_gemma":0.0012042669,"threshold_uncertainty_score":0.012096167},"labels":[],"label_agreement":null},{"id":"W4404783696","doi":"10.18653/v1/2024.emnlp-main.365","title":"Satyrn: A Platform for Analytics Augmented Generation","year":2024,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Analytics; Computer science; Data science","score_opus":0.14714562739643777,"score_gpt":0.4099894648647944,"score_spread":0.2628438374683566,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404783696","genre_codex":"software","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032002318,0.0010883313,0.4618832,0.0006762122,0.0008149344,0.0004821613,0.03145714,0.48603088,0.014366914],"genre_scores_gemma":[0.112571485,0.0017186871,0.62264574,0.0012803613,0.0003633027,0.0021751265,0.15860349,0.06823269,0.03240908],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989103,0.0002217589,0.000064729866,0.00028864812,0.00044307578,0.000071405906],"domain_scores_gemma":[0.99850744,0.0005546062,0.00005894149,0.00051620195,0.0002371537,0.0001256638],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018863498,0.0019985219,0.0009821984,0.0018522377,0.0006957876,0.0025834858,0.004201793,0.0013210425,0.06881622],"category_scores_gemma":[0.00576132,0.0011365028,0.0016744735,0.001227809,0.0007937007,0.0034526475,0.006030772,0.0024279244,0.03537512],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0028635121,0.00026591323,0.0019487024,0.001135003,0.00046024803,0.00065514137,0.00055486447,0.024506805,0.014646799,0.026520997,0.6380714,0.28837058],"study_design_scores_gemma":[0.0010973475,0.0002634229,0.0015966662,0.00025761614,0.00012963898,0.00041641417,0.00020912447,0.4222656,0.02530243,0.087342516,0.4608569,0.00026226608],"about_ca_topic_score_codex":0.0045472253,"about_ca_topic_score_gemma":0.0076784105,"teacher_disagreement_score":0.06881622,"about_ca_system_score_codex":0.0007079708,"about_ca_system_score_gemma":0.0010336062,"threshold_uncertainty_score":0.23021317},"labels":[],"label_agreement":null},{"id":"W4404838224","doi":"10.1002/0471654507.erfme220","title":"High‐Frequency Broadcasting","year":2005,"lang":"en","type":"other","venue":"Encyclopedia of RF and Microwave Engineering","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Broadcasting (networking); Computer science; Computer network","score_opus":0.007582062505631226,"score_gpt":0.24177704209449552,"score_spread":0.2341949795888643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404838224","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018393345,0.0012494164,0.0060295514,0.00036933506,0.0005101081,0.00009244919,0.0008822379,0.00088012236,0.98814744],"genre_scores_gemma":[0.028661039,0.0028981469,0.00387156,0.0003190898,0.00038012475,0.000054949087,0.0017345734,0.00017018545,0.9619103],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996253,0.000038491817,0.000014623451,0.000046371497,0.00021760004,0.000057496673],"domain_scores_gemma":[0.9994398,0.000052572726,0.000028424462,0.00008936144,0.00030405828,0.000085801046],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024541252,0.00056926644,0.00022524016,0.0016098468,0.0009876235,0.0022176935,0.0007543629,0.0006215593,0.2811634],"category_scores_gemma":[0.0006407269,0.00011236892,0.00023077302,0.0020617573,0.00027110212,0.0008982769,0.0009895652,0.0005137684,0.12435184],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006548345,0.00008921748,0.0007952261,0.00034952944,0.000007862718,0.00022722202,0.00015925984,0.00044819817,0.005574944,0.025052061,0.36400867,0.60322225],"study_design_scores_gemma":[0.000005847501,0.000017530252,0.0009233144,0.000064313776,0.0000042326874,0.00032355482,0.00005440642,0.0003084192,0.0016541041,0.0017329442,0.9949057,0.0000055621654],"about_ca_topic_score_codex":0.003406057,"about_ca_topic_score_gemma":0.0035022537,"teacher_disagreement_score":0.2811634,"about_ca_system_score_codex":0.00080277026,"about_ca_system_score_gemma":0.00081966846,"threshold_uncertainty_score":0.94058526},"labels":[],"label_agreement":null},{"id":"W4405713418","doi":"10.29173/hsi485","title":"Mixed media","year":2022,"lang":"en","type":"article","venue":"Health Science Inquiry","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.2580475500927896,"score_gpt":0.45355848877767024,"score_spread":0.19551093868488062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405713418","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025694324,0.0021935275,0.023677856,0.0031466365,0.0039951177,0.0017368579,0.011372889,0.0023163373,0.9258664],"genre_scores_gemma":[0.17719387,0.0030093584,0.030293161,0.004123875,0.0041777454,0.004334578,0.0110125365,0.0013164616,0.76453835],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678457,0.0009132491,0.00019911623,0.0004350687,0.0014352204,0.00023279645],"domain_scores_gemma":[0.99275875,0.0022794371,0.00039081156,0.0014559168,0.0024568562,0.00065829913],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002670253,0.00082403247,0.0004431686,0.0044984287,0.0026341735,0.007216385,0.0013882853,0.0014295677,0.19302575],"category_scores_gemma":[0.010660117,0.0003565003,0.0005507056,0.0035053485,0.00069646025,0.004450382,0.0042123664,0.0009535254,0.06007551],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00095098413,0.0004305443,0.0032555077,0.0012316076,0.00007828459,0.0003820455,0.002963338,0.0003039873,0.005413865,0.034347404,0.16285707,0.7877853],"study_design_scores_gemma":[0.0000804418,0.0002814751,0.0042510093,0.00050652697,0.00009391201,0.0005392535,0.0032371832,0.001211318,0.005113905,0.011813152,0.97280234,0.00006949174],"about_ca_topic_score_codex":0.0017942437,"about_ca_topic_score_gemma":0.003042334,"teacher_disagreement_score":0.80697423,"about_ca_system_score_codex":0.000766116,"about_ca_system_score_gemma":0.0015908221,"threshold_uncertainty_score":0.6457355},"labels":[],"label_agreement":null},{"id":"W4406311207","doi":"10.1109/tcomm.2025.3529260","title":"Explainable Application Intent for Zero-Touch Networking: An Incorporation of Hypergraph and Transformer","year":2025,"lang":"en","type":"article","venue":"IEEE Transactions on Communications","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"National Natural Science Foundation of China","keywords":"Hypergraph; Transformer; Computer science; Zero (linguistics); Electronic engineering; Electrical engineering; Mathematics; Engineering; Discrete mathematics; Voltage","score_opus":0.048377073338598295,"score_gpt":0.36221044477659864,"score_spread":0.31383337143800033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406311207","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05062792,0.00028671866,0.94443905,0.00067151355,0.000032257198,0.00007826067,0.00017680723,0.0007904576,0.0028970998],"genre_scores_gemma":[0.8643854,0.00036827452,0.13156605,0.0002362806,0.000042760064,0.00010209493,0.00041669607,0.00019437654,0.0026881185],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991235,0.000249012,0.00004520708,0.00027031387,0.00022906745,0.00008288159],"domain_scores_gemma":[0.99478334,0.0032617778,0.00043688883,0.0007602264,0.0005418633,0.00021593727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012819188,0.00083242526,0.00066503044,0.0013146388,0.0006494843,0.0016222756,0.001583158,0.0012574783,0.0024682835],"category_scores_gemma":[0.009501021,0.00055223855,0.0011266329,0.0009762983,0.0018289917,0.0052518365,0.002334366,0.0021531538,0.00029977376],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00027565935,0.0001560519,0.009505805,0.00026912865,0.00013130227,0.00070622924,0.0020398193,0.61398804,0.009231257,0.21051021,0.0033125416,0.14987387],"study_design_scores_gemma":[0.000008122622,0.000024331857,0.0005859087,0.000012609642,0.000024660689,0.000071584705,0.0000672153,0.945433,0.0009291572,0.05190094,0.0009244674,0.000017889486],"about_ca_topic_score_codex":0.016657744,"about_ca_topic_score_gemma":0.017121824,"teacher_disagreement_score":0.016657744,"about_ca_system_score_codex":0.001945476,"about_ca_system_score_gemma":0.0020992905,"threshold_uncertainty_score":0.033121586},"labels":[],"label_agreement":null},{"id":"W4406654221","doi":"10.1016/b978-0-7506-4765-6.50031-3","title":"10.1016/b978-0-7506-4765-6.50031-3","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Power (physics); Computer science; Physics","score_opus":0.019573900548038616,"score_gpt":0.23662221817861817,"score_spread":0.21704831763057955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406654221","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00020458215,0.0005460815,0.0012491427,0.00026233195,0.00016240228,0.00004657019,0.0005495958,0.000860452,0.9961188],"genre_scores_gemma":[0.0005248417,0.00034280686,0.00046242154,0.00010551328,0.000037492402,0.000036147536,0.0003409286,0.0001993881,0.9979505],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999521,0.00002878315,0.00002937843,0.00017166753,0.00016727987,0.00008179991],"domain_scores_gemma":[0.9984602,0.0005277397,0.000105633124,0.00020826927,0.00030057688,0.00039770477],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009508169,0.0020961282,0.0013615076,0.0019644839,0.0013711635,0.004735146,0.002807642,0.0043816916,0.9765524],"category_scores_gemma":[0.0016074873,0.00082573696,0.0008410897,0.00213836,0.0012189978,0.0053417003,0.00303656,0.002203042,0.9882472],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011882931,0.00011780634,0.00036200735,0.00047285453,0.000016090236,0.00013422585,0.000094640556,0.00035567445,0.0025046526,0.006921523,0.32810706,0.66079473],"study_design_scores_gemma":[0.000015616186,0.000049429655,0.000475951,0.00031193584,0.000009095368,0.00022257128,0.00009394246,0.00015016114,0.00037366195,0.0012844986,0.9969995,0.000013590926],"about_ca_topic_score_codex":0.0029638037,"about_ca_topic_score_gemma":0.0028785204,"teacher_disagreement_score":0.023447573,"about_ca_system_score_codex":0.0009334837,"about_ca_system_score_gemma":0.000790778,"threshold_uncertainty_score":0.03344512},"labels":[],"label_agreement":null},{"id":"W4408941256","doi":"10.1109/comst.2025.3555514","title":"Toward One-Second Latency: Evolution of Live Media Streaming","year":2025,"lang":"en","type":"article","venue":"IEEE Communications Surveys & Tutorials","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"Ministry of Education and Research, Romania","keywords":"Live streaming; Latency (audio); Computer science; Multimedia; Telecommunications","score_opus":0.10383170779721497,"score_gpt":0.3647201465833851,"score_spread":0.26088843878617013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408941256","genre_codex":"methods","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03884238,0.32846922,0.47206822,0.0138832,0.0038622285,0.00038715932,0.00083822676,0.003118117,0.13853127],"genre_scores_gemma":[0.34570685,0.3944717,0.19446737,0.0076837577,0.0069402545,0.0005806691,0.002257562,0.0015589863,0.046332944],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972568,0.0003935393,0.00016204495,0.00038092444,0.0015705194,0.00023616827],"domain_scores_gemma":[0.99423546,0.002481744,0.00029161177,0.0004266297,0.0022700883,0.0002945145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025185777,0.0007496133,0.0006888834,0.0020984085,0.0006693074,0.0044284035,0.001670134,0.0013997037,0.004927605],"category_scores_gemma":[0.010413345,0.0005064223,0.00041760804,0.003025094,0.0010318314,0.0085606985,0.0018333523,0.0040824204,0.0020868112],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002385855,0.00009800283,0.0026682483,0.0018372219,0.000030482695,0.00021771803,0.0010261078,0.0050745565,0.010114174,0.19122449,0.021559853,0.76591057],"study_design_scores_gemma":[0.00003426255,0.00043859263,0.0028634479,0.0019703917,0.000101815014,0.0023449287,0.0014843631,0.045334354,0.016042532,0.12821177,0.8010301,0.00014344628],"about_ca_topic_score_codex":0.0023395447,"about_ca_topic_score_gemma":0.0010145864,"teacher_disagreement_score":0.004927605,"about_ca_system_score_codex":0.002065476,"about_ca_system_score_gemma":0.0017033307,"threshold_uncertainty_score":0.016484499},"labels":[],"label_agreement":null},{"id":"W4409118110","doi":"10.1145/3712678.3721884","title":"SemConf: A System for Multiparty Semantic Video Conferencing","year":2025,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"National Natural Science Foundation of China","keywords":"Computer science; Videoconferencing; Multimedia","score_opus":0.0390160273495116,"score_gpt":0.36321297066438324,"score_spread":0.32419694331487164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409118110","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.066856004,0.0008960427,0.78864896,0.00044143797,0.00042163942,0.0010983729,0.0020013475,0.118114114,0.021522023],"genre_scores_gemma":[0.72088873,0.0005102276,0.25875276,0.0005170019,0.00024212798,0.0009198213,0.0048295218,0.001991604,0.011348225],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999106,0.00023130691,0.00006772173,0.00015977059,0.00029543554,0.00013966131],"domain_scores_gemma":[0.999102,0.00018530703,0.000064678294,0.00026553628,0.00021030866,0.00017219834],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015554086,0.0008602389,0.0008991346,0.0011188894,0.0007000994,0.0012581425,0.002148023,0.001344423,0.0072757504],"category_scores_gemma":[0.0030106914,0.00032117803,0.00041361034,0.0005801603,0.0004849309,0.001867743,0.0031164377,0.0013593956,0.00254996],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.006017528,0.0015783382,0.0060395827,0.0008734652,0.00058479386,0.0019923353,0.0009802919,0.046160005,0.15203199,0.049618803,0.12952292,0.6046],"study_design_scores_gemma":[0.0005794408,0.0013594334,0.003883161,0.00006255976,0.00014271986,0.0017793374,0.0002838107,0.78658366,0.076656334,0.025007945,0.10332858,0.0003329315],"about_ca_topic_score_codex":0.0019755175,"about_ca_topic_score_gemma":0.0016341778,"teacher_disagreement_score":0.0072757504,"about_ca_system_score_codex":0.00060316327,"about_ca_system_score_gemma":0.000908304,"threshold_uncertainty_score":0.024339855},"labels":[],"label_agreement":null},{"id":"W4409287350","doi":"10.5220/0013446200003929","title":"StreamVis: An Analysis Platform for YouTube Live Chat Audience Interaction, Trends and Controversial Topics","year":2025,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Canada West","funders":"","keywords":"Computer science; World Wide Web; Multimedia; Internet privacy","score_opus":0.031062219348326658,"score_gpt":0.3797298578795536,"score_spread":0.34866763853122695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409287350","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1028193,0.0010501657,0.068522565,0.0008865778,0.0011023374,0.002628644,0.60177356,0.15596595,0.06525088],"genre_scores_gemma":[0.23133503,0.0014721174,0.10867546,0.0006488225,0.0008039772,0.005950266,0.53206927,0.02418393,0.09486111],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9996798,0.000055227247,0.000030989842,0.00006384905,0.00012357977,0.00004661528],"domain_scores_gemma":[0.99875677,0.0004528728,0.0001307867,0.00012334975,0.00032650857,0.00020984898],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061600027,0.00095904025,0.00042929157,0.00592423,0.0006769539,0.0013623034,0.0005872457,0.00038099563,0.022186225],"category_scores_gemma":[0.002256637,0.0002564716,0.0004588344,0.0031538594,0.00018314432,0.0018784549,0.0014097481,0.00053672155,0.008064306],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014411848,0.00031898153,0.027563358,0.0019924059,0.00027731166,0.0005833179,0.005594511,0.002201045,0.019970834,0.008053995,0.71581584,0.21618716],"study_design_scores_gemma":[0.0002448677,0.00032821618,0.07361999,0.0004849696,0.00022123661,0.0003762285,0.004613967,0.058373813,0.020543087,0.013459546,0.8274574,0.00027654445],"about_ca_topic_score_codex":0.010073454,"about_ca_topic_score_gemma":0.02669118,"teacher_disagreement_score":0.022186225,"about_ca_system_score_codex":0.0008278693,"about_ca_system_score_gemma":0.0011963818,"threshold_uncertainty_score":0.0742203},"labels":[],"label_agreement":null},{"id":"W4409721592","doi":"10.1145/3706599.3721353","title":"Exploring distributed co-listening experiences through tempo-based interactions with Queue Player","year":2025,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation","keywords":"Active listening; Computer science; Queue; Distributed computing; Computer network; Psychology; Communication","score_opus":0.15672983143561298,"score_gpt":0.4048364371425558,"score_spread":0.24810660570694282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409721592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89205414,0.00026608558,0.052626044,0.001871431,0.00014890858,0.00023306008,0.00034436316,0.0011744333,0.05128155],"genre_scores_gemma":[0.96500665,0.0001793135,0.018563373,0.00038006203,0.000046679084,0.00016887778,0.00013797186,0.00027597623,0.015241023],"study_design_codex":"qualitative","study_design_gemma":"observational","domain_scores_codex":[0.9992267,0.00044458566,0.000018444194,0.00010548823,0.000104905754,0.00009985215],"domain_scores_gemma":[0.998835,0.0007990964,0.000042461696,0.00006960407,0.000060548544,0.00019311173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001047178,0.0004963578,0.00026214184,0.0007673128,0.002469701,0.0038999412,0.00096761447,0.0010871275,0.00849556],"category_scores_gemma":[0.0032444242,0.00025487176,0.0003877178,0.00043221432,0.0024711923,0.0032149726,0.004408943,0.0009848234,0.0010009453],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00060815417,0.00029593907,0.0077323257,0.0003713274,0.000050826726,0.0027809427,0.8556225,0.0013455001,0.043304782,0.021787383,0.010828723,0.055271693],"study_design_scores_gemma":[0.00036319566,0.0012171925,0.019841561,0.00039379194,0.00015463978,0.0028368991,0.60804,0.017585197,0.0117336735,0.026368381,0.31118724,0.00027821877],"about_ca_topic_score_codex":0.002277283,"about_ca_topic_score_gemma":0.0060961167,"teacher_disagreement_score":0.00849556,"about_ca_system_score_codex":0.000709525,"about_ca_system_score_gemma":0.0005800157,"threshold_uncertainty_score":0.028420508},"labels":[],"label_agreement":null},{"id":"W4409993413","doi":"10.4018/979-8-3693-9496-0.ch006","title":"CSTTP","year":2025,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.03014348805340667,"score_gpt":0.32123360547880464,"score_spread":0.291090117425398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409993413","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00080080517,0.0011749876,0.005967347,0.001146054,0.0014855239,0.00008800179,0.0010935968,0.0018351637,0.9864085],"genre_scores_gemma":[0.0024840012,0.0009797356,0.0018818818,0.00034205543,0.00013767024,0.000038925744,0.0010449047,0.0005013042,0.9925896],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993783,0.000058413414,0.000029375526,0.00011323195,0.0003472162,0.000073388095],"domain_scores_gemma":[0.9992041,0.000100440884,0.000030141406,0.00013689851,0.00033883835,0.00018960708],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044825146,0.00064820115,0.00039180584,0.0015338676,0.0015176436,0.004912032,0.0014324377,0.0017576647,0.5489181],"category_scores_gemma":[0.0012284331,0.00037922544,0.00054753147,0.002453308,0.0004535619,0.0031147818,0.0025132643,0.0019830198,0.35853642],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002539654,0.00006716171,0.00017254123,0.0002805901,0.0000027136289,0.0001561436,0.00040256424,0.00017081885,0.0013333145,0.04091034,0.71209264,0.24438578],"study_design_scores_gemma":[0.0000014536681,0.000006948163,0.00006888076,0.000027296714,5.383966e-7,0.00012226656,0.00003035027,0.00004140722,0.00012457062,0.0006694827,0.99890494,0.0000018808203],"about_ca_topic_score_codex":0.003651749,"about_ca_topic_score_gemma":0.008812812,"teacher_disagreement_score":0.45108187,"about_ca_system_score_codex":0.0019087173,"about_ca_system_score_gemma":0.0022848132,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4410086952","doi":"10.1109/wi-iat62293.2024.00028","title":"HouseOfTheDragonQA: Open-Domain Long-form Context-Aware QA Pairs for TV Series","year":2024,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Series (stratigraphy); Computer science; Context (archaeology); Domain (mathematical analysis); Open domain; Information retrieval; Mathematics; History","score_opus":0.05709954398164591,"score_gpt":0.3721838186245334,"score_spread":0.3150842746428875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410086952","genre_codex":"dataset","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13799526,0.006797358,0.1280791,0.0025979457,0.00116543,0.0030509217,0.6448998,0.042643514,0.032770663],"genre_scores_gemma":[0.12272985,0.0005359189,0.12953214,0.00094123645,0.00022701522,0.0020764382,0.73442584,0.0009425884,0.008589005],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9966671,0.0011292761,0.00033875025,0.0009973492,0.00064684363,0.00022071232],"domain_scores_gemma":[0.9945615,0.0020570199,0.00047687386,0.001408182,0.0010603135,0.0004361793],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018551464,0.0014660695,0.0008016553,0.004868859,0.0013395891,0.0019807988,0.0018148939,0.0024053485,0.009685599],"category_scores_gemma":[0.013111766,0.00044296018,0.0012458913,0.002588852,0.0007960644,0.0045814407,0.004175238,0.001959966,0.0097326245],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016318839,0.0011077625,0.024932941,0.0072885826,0.0003350894,0.0014978087,0.0078915395,0.01321356,0.030403066,0.019095313,0.6063385,0.28626403],"study_design_scores_gemma":[0.00027945358,0.00057133386,0.02935199,0.000582748,0.00012699123,0.0014537361,0.0056357477,0.061153267,0.015745334,0.01867993,0.86619264,0.00022691092],"about_ca_topic_score_codex":0.009262559,"about_ca_topic_score_gemma":0.023364112,"teacher_disagreement_score":0.009685599,"about_ca_system_score_codex":0.0012854126,"about_ca_system_score_gemma":0.0014413965,"threshold_uncertainty_score":0.03240156},"labels":[],"label_agreement":null},{"id":"W4410313903","doi":"10.32920/ifmj.v4i1-2.2328","title":"Expanding Interactivity in Film","year":2025,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Interactivity; Multimedia; Computer science","score_opus":0.024207065150695994,"score_gpt":0.38523945236770635,"score_spread":0.36103238721701036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410313903","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06916417,0.02153789,0.01892825,0.016388915,0.002118878,0.00012202829,0.00017231474,0.0002204221,0.8713471],"genre_scores_gemma":[0.87149525,0.02537062,0.011973954,0.004304761,0.0023939959,0.00026549975,0.00023628862,0.0004449451,0.083514735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972095,0.0017431881,0.00009211489,0.00027693945,0.00040873923,0.0002695633],"domain_scores_gemma":[0.99759513,0.0016674012,0.00010725877,0.00020571412,0.00021320379,0.00021126417],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024323368,0.0006414766,0.00037587585,0.0014521284,0.0048097502,0.010955086,0.0009042331,0.0014898068,0.012451348],"category_scores_gemma":[0.00406246,0.00031165074,0.0005645633,0.0008756225,0.008452398,0.009897745,0.010412873,0.002099667,0.0013201268],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015505488,0.00008183892,0.0015831208,0.00115934,0.000051935913,0.0017856718,0.38159436,0.000355387,0.0060583716,0.4566009,0.029115077,0.12145892],"study_design_scores_gemma":[0.000024784908,0.00007078484,0.0013979842,0.00076094334,0.00003880043,0.00117514,0.044118363,0.0002086606,0.0010375213,0.033547312,0.9175943,0.000025438445],"about_ca_topic_score_codex":0.0014256447,"about_ca_topic_score_gemma":0.0019693598,"teacher_disagreement_score":0.012451348,"about_ca_system_score_codex":0.002251091,"about_ca_system_score_gemma":0.0008274218,"threshold_uncertainty_score":0.04165393},"labels":[],"label_agreement":null},{"id":"W4410919217","doi":"10.1145/3706370.3727867","title":"VIBES: Exploring Viewer Spatial Interactions as Direct Input for Livestreamed Content","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Content (measure theory); Computer graphics (images); Human–computer interaction; Multimedia; Mathematics","score_opus":0.28246217373991944,"score_gpt":0.4198417109253723,"score_spread":0.13737953718545287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410919217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9280472,0.00018054685,0.05266877,0.0003182375,0.00003849978,0.00031889617,0.0002119472,0.0008642545,0.017351735],"genre_scores_gemma":[0.96471214,0.000118658194,0.030400649,0.0001133154,0.000019388679,0.0003021724,0.00019356357,0.00018917564,0.0039508175],"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985885,0.00089862663,0.000039557635,0.00017379338,0.00018812594,0.000111500696],"domain_scores_gemma":[0.99318707,0.005420044,0.0003326323,0.00042854165,0.00033099757,0.0003007806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017633027,0.0005907611,0.0002782638,0.00058187585,0.00065552763,0.002308378,0.000754981,0.00084232166,0.0046030763],"category_scores_gemma":[0.0108936,0.00023152301,0.00027871784,0.00032358238,0.0011536815,0.002453287,0.0024869223,0.0007491237,0.0005205207],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002419739,0.0016138642,0.06663834,0.0032198608,0.00014434749,0.0030257083,0.29573202,0.0062523778,0.34442127,0.032419153,0.0060846535,0.23802866],"study_design_scores_gemma":[0.00048524846,0.007416049,0.19743718,0.0014867214,0.000507446,0.0037304685,0.2062685,0.10974871,0.19166617,0.04091206,0.23976447,0.00057695806],"about_ca_topic_score_codex":0.0007443403,"about_ca_topic_score_gemma":0.0013022387,"teacher_disagreement_score":0.0046030763,"about_ca_system_score_codex":0.00048368255,"about_ca_system_score_gemma":0.00034149166,"threshold_uncertainty_score":0.01539886},"labels":[],"label_agreement":null},{"id":"W4411374747","doi":"10.1145/3724389.3731253","title":"ShapeCreator Mobile: Practicing Coding at Home in Low-Resource Environments","year":2025,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Computer science; Coding (social sciences); Resource (disambiguation); Mobile computing; Multimedia; Telecommunications; Computer network; Sociology","score_opus":0.01737280631614854,"score_gpt":0.3259231427952611,"score_spread":0.30855033647911256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411374747","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76897866,0.00020933645,0.12703921,0.0014121347,0.00018990229,0.001736528,0.0008647734,0.007568581,0.092000805],"genre_scores_gemma":[0.5627647,0.00051806075,0.36177278,0.0014355959,0.000051637006,0.0015406748,0.0011147645,0.0009837912,0.06981793],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99964106,0.00007431875,0.000013506572,0.00008273605,0.00010311879,0.00008529776],"domain_scores_gemma":[0.9990396,0.00032122617,0.000063414926,0.0000860692,0.00010612632,0.00038357257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00061293214,0.0004785939,0.00018675656,0.0005224322,0.00041513905,0.0009845364,0.0012252074,0.00060061907,0.015588028],"category_scores_gemma":[0.0022610333,0.00021284472,0.0003455761,0.0002244859,0.00047208628,0.0011113515,0.0022132432,0.0006593472,0.0049571856],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00044538677,0.0076594423,0.019803336,0.0006987353,0.000018147992,0.0019116785,0.017862972,0.0012343572,0.06411466,0.004520332,0.05496955,0.8267613],"study_design_scores_gemma":[0.00082484883,0.010301878,0.108149596,0.0011780928,0.00014071855,0.011800982,0.026016869,0.020863133,0.10281304,0.018780528,0.6986593,0.00047102303],"about_ca_topic_score_codex":0.00070600753,"about_ca_topic_score_gemma":0.0033848593,"teacher_disagreement_score":0.015588028,"about_ca_system_score_codex":0.0002736121,"about_ca_system_score_gemma":0.0009788531,"threshold_uncertainty_score":0.05214709},"labels":[],"label_agreement":null},{"id":"W4412164931","doi":"10.1007/s11760-025-04503-y","title":"Summarizing Mobile Programming Screencasts","year":2025,"lang":"en","type":"article","venue":"Signal Image and Video Processing","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Computer science; Mobile device; Multimedia; Artificial intelligence; World Wide Web","score_opus":0.020690964053342947,"score_gpt":0.3554902840985927,"score_spread":0.3347993200452497,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412164931","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03232976,0.0057724817,0.077839024,0.006890335,0.021394422,0.0006940302,0.01971218,0.008326694,0.8270411],"genre_scores_gemma":[0.1581479,0.005202772,0.02544048,0.0012990572,0.0077144546,0.0005233047,0.01675885,0.0032425134,0.78167063],"study_design_codex":"not_applicable","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99965286,0.00007605203,0.00001439856,0.00003312084,0.00016888915,0.00005471004],"domain_scores_gemma":[0.99812394,0.0005167877,0.000075234915,0.00020516315,0.00088756764,0.00019142505],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036693958,0.00068113115,0.0002512208,0.002541689,0.00092563353,0.002634929,0.00048739137,0.00046770083,0.122926116],"category_scores_gemma":[0.004023653,0.0001780671,0.00027893158,0.0025017168,0.00022169946,0.0011716232,0.0009939048,0.000817706,0.037018925],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000591947,0.000056199122,0.00075395807,0.0003941285,0.00001215163,0.00026517664,0.00095285696,0.0007842683,0.0033346647,0.017711641,0.5029459,0.47219703],"study_design_scores_gemma":[0.000016208249,0.000059957063,0.001548009,0.0001309585,0.00001316061,0.00012380234,0.0006100362,0.0007261745,0.0012660035,0.002151549,0.99334186,0.000012285606],"about_ca_topic_score_codex":0.0047314963,"about_ca_topic_score_gemma":0.0057515986,"teacher_disagreement_score":0.122926116,"about_ca_system_score_codex":0.00049123395,"about_ca_system_score_gemma":0.00072551926,"threshold_uncertainty_score":0.41122884},"labels":[],"label_agreement":null},{"id":"W4412245085","doi":"","title":"Nyhedsformidling på sociale medier","year":2017,"lang":"no","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Geography","score_opus":0.07174823700978453,"score_gpt":0.32440893476070526,"score_spread":0.2526606977509207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412245085","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11378828,0.008120261,0.010584522,0.01489686,0.009759882,0.0007902753,0.016833061,0.00431272,0.82091403],"genre_scores_gemma":[0.18340512,0.0043166485,0.014487906,0.002369548,0.0009799002,0.00066969,0.0059327264,0.0014374137,0.78640103],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999014,0.00021442915,0.00005350784,0.00017478746,0.00034390265,0.00019932649],"domain_scores_gemma":[0.9994437,0.0001060642,0.000029803216,0.000047579284,0.000100358295,0.00027254756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010355391,0.00076838594,0.0007663151,0.0010073056,0.0022594472,0.0041693375,0.0006571787,0.0016188178,0.22470568],"category_scores_gemma":[0.0014187605,0.00048322915,0.00064661267,0.00047358224,0.00055404013,0.0020053096,0.003316966,0.0024301242,0.116812184],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008835774,0.0019623288,0.0045598606,0.001464811,0.00009765155,0.0008368228,0.008402627,0.0005081915,0.01024053,0.009428565,0.4263577,0.53525746],"study_design_scores_gemma":[0.00011059453,0.00016168693,0.004830391,0.00025958617,0.000022981516,0.00027097794,0.0023414323,0.00018492118,0.0011288713,0.0014760909,0.9891778,0.000034582416],"about_ca_topic_score_codex":0.0031226715,"about_ca_topic_score_gemma":0.010353064,"teacher_disagreement_score":0.22470568,"about_ca_system_score_codex":0.0007697098,"about_ca_system_score_gemma":0.0015750277,"threshold_uncertainty_score":0.7517154},"labels":[],"label_agreement":null},{"id":"W4412900501","doi":"10.1145/3721251.3742867","title":"Building a Blender pipeline in 30 Minutes","year":2025,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"TD Bank Group","funders":"","keywords":"Pipeline (software); Computer science; Marine engineering; Environmental science; Engineering; Operating system","score_opus":0.03137614586374153,"score_gpt":0.3750502557384441,"score_spread":0.34367410987470254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412900501","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.031529013,0.0006806455,0.6328178,0.0007268746,0.0006151771,0.001040137,0.008629752,0.29686186,0.027098725],"genre_scores_gemma":[0.11717265,0.00041404166,0.7737307,0.00072434725,0.000104467916,0.0007029742,0.024389341,0.027857846,0.054903585],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987104,0.000092745664,0.000066031986,0.00046872083,0.0004557016,0.0002062891],"domain_scores_gemma":[0.99875057,0.00047262266,0.000050988656,0.0002562347,0.00032698488,0.00014263934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00112767,0.00297028,0.0015525734,0.0019095006,0.0013733702,0.0024898008,0.0021777549,0.0016183701,0.13149203],"category_scores_gemma":[0.0055834455,0.0019844575,0.0021315569,0.0017173273,0.00058709265,0.00441974,0.0039548757,0.0018329018,0.045721464],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019010386,0.00043604412,0.0045080655,0.0007869872,0.00023660397,0.0007369935,0.0009935336,0.015451006,0.037782148,0.007140567,0.15232365,0.7777033],"study_design_scores_gemma":[0.0007829989,0.0010101213,0.0072477707,0.00024094581,0.00033684185,0.0008126812,0.0015908263,0.38245296,0.12163332,0.037252165,0.4463586,0.00028076058],"about_ca_topic_score_codex":0.009636014,"about_ca_topic_score_gemma":0.014455616,"teacher_disagreement_score":0.13149203,"about_ca_system_score_codex":0.0009779945,"about_ca_system_score_gemma":0.0023129233,"threshold_uncertainty_score":0.43988466},"labels":[],"label_agreement":null},{"id":"W4413248683","doi":"10.1007/978-3-031-92397-5","title":"Digital Communications","year":2025,"lang":"en","type":"book","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidade Federal da Paraíba; Universidade de Pernambuco; Universidade Federal de Pernambuco; Universidade Federal do Rio Grande do Norte; Conselho Nacional de Desenvolvimento Científico e Tecnológico; University of Toronto","keywords":"Computer science","score_opus":0.04911365354083304,"score_gpt":0.3648724281240614,"score_spread":0.3157587745832284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413248683","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004031232,0.0034998392,0.0016363185,0.0018868014,0.0030044166,0.0000676311,0.0012038336,0.0007401159,0.987558],"genre_scores_gemma":[0.000963255,0.0026292095,0.00054243,0.00041980704,0.00024881828,0.00002745711,0.0005914046,0.0000941215,0.99448353],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993923,0.00005605237,0.00002249433,0.00013498917,0.00034198034,0.000052282987],"domain_scores_gemma":[0.999161,0.00014831929,0.00004100215,0.00017153387,0.00036632965,0.000111853326],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00042041467,0.0008899519,0.0007199095,0.0012048038,0.0013999703,0.0052487063,0.00071265956,0.0015956783,0.564072],"category_scores_gemma":[0.0023502032,0.00037177175,0.00040488716,0.0020382428,0.0006297925,0.0027127373,0.002157624,0.0027372076,0.60130596],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022828892,0.000026179043,0.000120403965,0.00019275083,0.000005765572,0.00007375057,0.00005904695,0.000093855975,0.0011103161,0.0075089,0.8091077,0.18167849],"study_design_scores_gemma":[0.0000024913827,0.000011999113,0.00018415034,0.00010802271,0.0000017967242,0.000091091075,0.00003280007,0.00006961851,0.00018284853,0.0011159163,0.99819463,0.000004503346],"about_ca_topic_score_codex":0.0016761723,"about_ca_topic_score_gemma":0.0024469239,"teacher_disagreement_score":0.564072,"about_ca_system_score_codex":0.0007466264,"about_ca_system_score_gemma":0.0011833829,"threshold_uncertainty_score":0.6217984},"labels":[],"label_agreement":null},{"id":"W4413601838","doi":"10.64628/aap.a9w9hkg3h","title":"Voici pourquoi il est plus difficile de communiquer sur les plates-formes de vidéoconférence","year":2023,"lang":"fr","type":"preprint","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Philosophy","score_opus":0.11077261810175679,"score_gpt":0.3465621102619299,"score_spread":0.23578949216017311,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413601838","genre_codex":"methods","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31217235,0.006314195,0.4827431,0.012310326,0.003359625,0.00043022353,0.001580982,0.0053111105,0.17577808],"genre_scores_gemma":[0.7130805,0.0030159764,0.12463656,0.0013810017,0.0009946389,0.00022199839,0.0016751208,0.00081737415,0.15417677],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99833494,0.0004374104,0.000068019115,0.00023289987,0.00074921537,0.00017748257],"domain_scores_gemma":[0.99605995,0.001675293,0.00021939819,0.00052745204,0.0013200236,0.00019786999],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014869191,0.0013176221,0.00065681746,0.0011968474,0.00183904,0.004169908,0.00098403,0.0028803921,0.023120632],"category_scores_gemma":[0.0092784045,0.00043370572,0.0005259998,0.0011404862,0.0010046269,0.003050425,0.0010903137,0.002802744,0.0052290354],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0017228469,0.0004972289,0.01279564,0.0009055051,0.0002172982,0.002446186,0.00236022,0.041968267,0.25270578,0.1218511,0.05188975,0.5106402],"study_design_scores_gemma":[0.00036176151,0.0012259072,0.02669499,0.0004419504,0.00025548894,0.0067945262,0.009386547,0.27494612,0.26737753,0.07150747,0.34056297,0.00044467812],"about_ca_topic_score_codex":0.018162334,"about_ca_topic_score_gemma":0.010879346,"teacher_disagreement_score":0.023120632,"about_ca_system_score_codex":0.0012019606,"about_ca_system_score_gemma":0.0013054867,"threshold_uncertainty_score":0.077346265},"labels":[],"label_agreement":null},{"id":"W4413911613","doi":"10.32920/ifmj.v5i1-2.2390","title":"Howlround","year":2025,"lang":"en","type":"article","venue":"Interactive Film and Media Journal","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Computer science","score_opus":0.018853215094599834,"score_gpt":0.37121024204327807,"score_spread":0.3523570269486782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413911613","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0021177283,0.0014170352,0.013031198,0.0053659324,0.004923359,0.00020448689,0.0042406097,0.009119933,0.95957977],"genre_scores_gemma":[0.011762977,0.000881854,0.0056074793,0.0026814558,0.00045038373,0.00011985934,0.0032505887,0.006080253,0.96916527],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842596,0.00024879235,0.00008500166,0.00028222398,0.0006988616,0.00025918416],"domain_scores_gemma":[0.99806064,0.0003462112,0.00008000742,0.00048319672,0.0006163582,0.0004136601],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012635641,0.0009839967,0.00047444733,0.0019126157,0.0028445728,0.0065966025,0.0015401167,0.0026979616,0.55317384],"category_scores_gemma":[0.0055274847,0.0005073862,0.0008246888,0.0015506713,0.0013714626,0.0064469236,0.0061618136,0.0022772776,0.2845509],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110132765,0.000039001337,0.0004363382,0.00029299821,0.0000094508805,0.00029477442,0.001277247,0.000104639694,0.0011329462,0.025012355,0.83105403,0.14023617],"study_design_scores_gemma":[0.0000028221577,0.000005369834,0.00009206508,0.00002990264,0.0000012289721,0.00007007348,0.0001762311,0.000029229535,0.00012625442,0.000716374,0.9987445,0.0000060430602],"about_ca_topic_score_codex":0.0045309584,"about_ca_topic_score_gemma":0.012061715,"teacher_disagreement_score":0.55317384,"about_ca_system_score_codex":0.0012508704,"about_ca_system_score_gemma":0.0015635139,"threshold_uncertainty_score":0},"labels":[],"label_agreement":null},{"id":"W4414114176","doi":"10.1145/3743722","title":"Unpacking Micro Data Videos: Key Elements and Design Practices in Minute-Long Data Videos for Mobile Usage MHCI036","year":2025,"lang":"en","type":"article","venue":"Proceedings of the ACM on Human-Computer Interaction","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Unpacking; Key (lock); Dissemination; Craft; Social media; Narrative; CLIPS","score_opus":0.28604458492482154,"score_gpt":0.4743794165277223,"score_spread":0.18833483160290077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414114176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7430548,0.0016030531,0.21359025,0.0024204352,0.00017078404,0.0021598064,0.00034805038,0.0007764088,0.03587634],"genre_scores_gemma":[0.81751263,0.00094258355,0.16679871,0.00028886393,0.000042284046,0.0010506477,0.00038655024,0.00037666914,0.012601096],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9953055,0.003432083,0.00017582672,0.00031229988,0.0005442499,0.00022998116],"domain_scores_gemma":[0.98791575,0.008775632,0.00068227603,0.0007686776,0.0012365544,0.00062109285],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006122511,0.00052037614,0.00015609499,0.0012800699,0.0014719483,0.0033426764,0.0008811476,0.0007236942,0.0022897406],"category_scores_gemma":[0.01830444,0.0004123417,0.00022355402,0.0006680068,0.0018625169,0.004279135,0.0019324953,0.00083076314,0.00047085894],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034646614,0.00049165695,0.018018924,0.0019780076,0.000034769386,0.0014521652,0.46231747,0.0016505065,0.05419288,0.023310378,0.0066171545,0.4295897],"study_design_scores_gemma":[0.00010707658,0.0020225153,0.033471942,0.002174582,0.00013174489,0.0031263877,0.34429625,0.012065622,0.06069447,0.014294718,0.5274148,0.00019985203],"about_ca_topic_score_codex":0.0019376812,"about_ca_topic_score_gemma":0.0039998507,"teacher_disagreement_score":0.006122511,"about_ca_system_score_codex":0.0017576806,"about_ca_system_score_gemma":0.001313929,"threshold_uncertainty_score":0.03237933},"labels":[],"label_agreement":null},{"id":"W4414876660","doi":"10.70356/jafotik.v3i2.76","title":"Enhancing OSS E-Government Testing via CEG Method","year":2025,"lang":"en","type":"article","venue":"Jurnal Sistem Informasi dan Teknik Informatika (JAFOTIK)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Redundancy (engineering); Reliability (semiconductor); Test (biology); Quality (philosophy); Service (business); Service quality; Functional testing","score_opus":0.02148885848950982,"score_gpt":0.3282250075455869,"score_spread":0.3067361490560771,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414876660","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06931115,0.00028209668,0.9181173,0.00059852004,0.00006963596,0.00060768303,0.00031265896,0.0051099206,0.0055910433],"genre_scores_gemma":[0.4592748,0.0001964639,0.5371655,0.00028823648,0.0000198697,0.00045900757,0.0006731578,0.00039051694,0.0015324076],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99486345,0.002325951,0.00023072769,0.0007177464,0.0015787567,0.0002833726],"domain_scores_gemma":[0.97945774,0.013471755,0.0013443553,0.0021862553,0.0032643527,0.00027546534],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037395288,0.0012332757,0.0004883675,0.003581529,0.0003788311,0.0010210532,0.0015185253,0.000976003,0.0028764713],"category_scores_gemma":[0.024090212,0.00034031237,0.00093111553,0.001260065,0.0010159666,0.0015840228,0.0013485838,0.0009475942,0.000535139],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003140025,0.0008469622,0.03197384,0.0009984833,0.00014961268,0.001632729,0.0015715763,0.18379688,0.043424055,0.036133654,0.0056085307,0.6935497],"study_design_scores_gemma":[0.00010796848,0.00035761308,0.0048108585,0.00023369616,0.00012495763,0.0010983677,0.00048124485,0.91741854,0.03744813,0.025646966,0.012210526,0.000061180945],"about_ca_topic_score_codex":0.0050301244,"about_ca_topic_score_gemma":0.0061586252,"teacher_disagreement_score":0.0050301244,"about_ca_system_score_codex":0.0009760569,"about_ca_system_score_gemma":0.002267866,"threshold_uncertainty_score":0.019776821},"labels":[],"label_agreement":null},{"id":"W4416087012","doi":"10.21105/joss.09144","title":"Plaquette: An Object-Oriented Framework for Embedded Signal Processing in Interactive Media","year":2025,"lang":"","type":"article","venue":"The Journal of Open Source Software","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Collège Montmorency; Université du Québec à Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Natural Sciences and Engineering Research Council of Canada; Mitacs; Canada Council for the Arts","keywords":"Signal processing; Interactive computing; Interactive media; SIGNAL (programming language); Interactive design","score_opus":0.037076899033852154,"score_gpt":0.3959441182854917,"score_spread":0.35886721925163956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416087012","genre_codex":"methods","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00042293558,0.00010008665,0.9759527,0.000055095796,0.000042153468,0.0001292742,0.00017875875,0.021235187,0.0018838502],"genre_scores_gemma":[0.022662302,0.00054709753,0.95678276,0.0002592044,0.00009048499,0.0010975453,0.0014512572,0.009345676,0.0077637727],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868757,0.00022930402,0.00011622645,0.00017942308,0.0006343644,0.00015316396],"domain_scores_gemma":[0.99898964,0.00044770126,0.00006820766,0.00017220476,0.00019270317,0.0001295437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002594975,0.0021810762,0.0011575458,0.0013450691,0.001018124,0.0040536663,0.0051794033,0.0024632004,0.015546939],"category_scores_gemma":[0.0035867572,0.0015838847,0.0027883188,0.0007943424,0.0017567873,0.0026355041,0.00369406,0.0034653498,0.0076335752],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00094177044,0.00039231885,0.0012198496,0.0021662258,0.00031044864,0.0016311735,0.0017510372,0.1260088,0.05471639,0.32909217,0.07833638,0.40343344],"study_design_scores_gemma":[0.0003934947,0.00022739946,0.00051802467,0.000527581,0.00012368034,0.00094985595,0.00010887109,0.43513802,0.022272497,0.109812744,0.4296747,0.00025311526],"about_ca_topic_score_codex":0.0039399313,"about_ca_topic_score_gemma":0.003916931,"teacher_disagreement_score":0.015546939,"about_ca_system_score_codex":0.0010200697,"about_ca_system_score_gemma":0.0017858223,"threshold_uncertainty_score":0.0520097},"labels":[],"label_agreement":null},{"id":"W4417255867","doi":"10.1108/qrde-09-2001-0009","title":"Interactive Instructional Television Classroom System Design","year":2001,"lang":"en","type":"article","venue":"Quarterly review of distance education","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Brandon University","funders":"","keywords":"Set (abstract data type); Systems design; Relation (database); Design elements and principles; Observational study; Instructional design","score_opus":0.02441630388857583,"score_gpt":0.3483816659216558,"score_spread":0.32396536203307996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417255867","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67488277,0.0016906697,0.24157688,0.000371689,0.00012934837,0.0023987785,0.0008360758,0.0011139223,0.07699982],"genre_scores_gemma":[0.81465465,0.00089309085,0.16829579,0.00011425273,0.000031492847,0.0014670292,0.00082584284,0.00009504232,0.013622835],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975581,0.0011881017,0.0001647725,0.00025482135,0.0006510474,0.00018304764],"domain_scores_gemma":[0.99760026,0.0011306744,0.00020029604,0.00024522675,0.0007312487,0.00009233281],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016663483,0.00033926993,0.0002401613,0.001355982,0.00050583587,0.0016367774,0.00061016245,0.00047195068,0.0052053984],"category_scores_gemma":[0.004279726,0.00019403435,0.00032372464,0.0013346588,0.00038733007,0.0007102086,0.0008214607,0.00037719894,0.0008941206],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007119963,0.0006584506,0.048580863,0.0021149325,0.0001248984,0.00048418168,0.011525021,0.011628603,0.03810202,0.026444253,0.0038008369,0.855824],"study_design_scores_gemma":[0.0009054334,0.010910567,0.26236206,0.0012182358,0.0009154662,0.004033212,0.03065119,0.05071761,0.10387731,0.014120673,0.52006406,0.00022417055],"about_ca_topic_score_codex":0.0015930209,"about_ca_topic_score_gemma":0.0020276285,"teacher_disagreement_score":0.0052053984,"about_ca_system_score_codex":0.0012048951,"about_ca_system_score_gemma":0.0010620484,"threshold_uncertainty_score":0.017413795},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multimedia; Interactive media; Computer science; Library science; Geography","score_opus":0.06724253791850521,"score_gpt":0.32883314806557573,"score_spread":0.2615906101470705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W562552613","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.038699355,0.019077204,0.8177761,0.00788861,0.0036100864,0.0025123071,0.001084069,0.0039355666,0.10541669],"genre_scores_gemma":[0.16385339,0.011052225,0.6518364,0.0017865433,0.0009362648,0.003046823,0.00249332,0.0021230713,0.16287196],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945121,0.0032743036,0.00030309518,0.0004272652,0.0012822975,0.00020086588],"domain_scores_gemma":[0.98928225,0.0062445984,0.00020826665,0.0007693548,0.0030761547,0.00041945343],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013849569,0.001056251,0.001010169,0.0013594293,0.0007937215,0.0048022675,0.0013237396,0.0015819202,0.024333283],"category_scores_gemma":[0.019405533,0.00053206773,0.00069614674,0.00084828446,0.0012945585,0.0031729273,0.002575586,0.0014285218,0.0038575414],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034335064,0.0004586589,0.001421229,0.00073943957,0.000064594446,0.000057149406,0.0023461094,0.0020144822,0.007762093,0.016328236,0.057667047,0.9107976],"study_design_scores_gemma":[0.0003218031,0.0018603579,0.015540867,0.0030606342,0.00045754501,0.000600561,0.00292813,0.036999125,0.04158996,0.07580299,0.820672,0.00016602835],"about_ca_topic_score_codex":0.0038505339,"about_ca_topic_score_gemma":0.004298543,"teacher_disagreement_score":0.024333283,"about_ca_system_score_codex":0.0018474745,"about_ca_system_score_gemma":0.0026124911,"threshold_uncertainty_score":0.0814029},"labels":[],"label_agreement":null},{"id":"W598395146","doi":"","title":"The IASTED International Conference on Web Technologies, Applications, and Services, July 4-6, 2005, Calgary, AB, Canada","year":2005,"lang":"en","type":"book","venue":"ACTA Press eBooks","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Political science; Business; World Wide Web; Regional science; Geography; Computer science","score_opus":0.03012502683941101,"score_gpt":0.286427549116688,"score_spread":0.256302522277277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W598395146","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012208539,0.038532365,0.040140264,0.012095086,0.031397812,0.00031310512,0.0032471733,0.0039349147,0.85813075],"genre_scores_gemma":[0.011906879,0.016996818,0.008132205,0.0003636338,0.0004928775,0.00005680378,0.0025896628,0.000412046,0.9590491],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99879766,0.00011744649,0.000035672503,0.000071370625,0.0008359659,0.00014188478],"domain_scores_gemma":[0.99794894,0.0002095695,0.00003163616,0.00014628397,0.0012732543,0.00039032017],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018192815,0.0012157967,0.001238546,0.0017840195,0.0016558274,0.0060202535,0.0011639356,0.0012094439,0.12083284],"category_scores_gemma":[0.0027751112,0.00056509685,0.0004945829,0.0019892629,0.0008722134,0.002078723,0.0014830853,0.001822305,0.057731293],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005761394,0.00011464666,0.0008776046,0.0001130652,0.000011264947,0.000076359414,0.00024146236,0.00060845545,0.000644098,0.0040247953,0.82521564,0.16801496],"study_design_scores_gemma":[0.000010224848,0.000026516987,0.0014188861,0.00017469397,0.000017488192,0.00013731752,0.0005225296,0.0013281634,0.0007725702,0.0011782671,0.9943973,0.00001602005],"about_ca_topic_score_codex":0.17396604,"about_ca_topic_score_gemma":0.32896942,"teacher_disagreement_score":0.82603395,"about_ca_system_score_codex":0.0030406336,"about_ca_system_score_gemma":0.009464898,"threshold_uncertainty_score":0.40422606},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Multimedia; Computer science; Library science; Media studies; World Wide Web; Sociology","score_opus":0.02791322547562261,"score_gpt":0.2890046580455711,"score_spread":0.2610914325699485,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W602395632","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0352691,0.042802088,0.4023816,0.01813275,0.028193425,0.00049925066,0.004034124,0.012892745,0.45579496],"genre_scores_gemma":[0.11749116,0.028021835,0.12652378,0.0031289184,0.00285286,0.00037625607,0.010639797,0.0033210597,0.7076443],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996177,0.00010957636,0.000019448822,0.000068721114,0.00011941456,0.00006521007],"domain_scores_gemma":[0.999361,0.00015690562,0.000011818746,0.00008414321,0.00021614392,0.00017006039],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013201067,0.0006883296,0.0006915329,0.00071445515,0.0011942026,0.0042605926,0.00091660145,0.0012461548,0.041515633],"category_scores_gemma":[0.0014856056,0.00034191576,0.00047888028,0.0010605641,0.0007732906,0.004983816,0.0030811015,0.0017409722,0.009383818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033109495,0.00018652229,0.00058172015,0.00059535715,0.000031041753,0.00030830278,0.004945928,0.00041830423,0.009062988,0.03394327,0.5157092,0.43388632],"study_design_scores_gemma":[0.0000146276125,0.00005798247,0.0009807155,0.00016959794,0.000026441252,0.00028980675,0.0013366488,0.0012177426,0.00266556,0.010220211,0.9829948,0.000025776573],"about_ca_topic_score_codex":0.0036842912,"about_ca_topic_score_gemma":0.016986225,"teacher_disagreement_score":0.9963157,"about_ca_system_score_codex":0.0007718487,"about_ca_system_score_gemma":0.0012241423,"threshold_uncertainty_score":0.13888359},"labels":[],"label_agreement":null},{"id":"W606937602","doi":"","title":"Development of Speech Input System for Web-based Courseware","year":2000,"lang":"en","type":"article","venue":"Institutional Repositories DataBase (IRDB)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science; Natural language processing; Speech recognition; Linguistics","score_opus":0.03438675681684262,"score_gpt":0.3203916321035529,"score_spread":0.2860048752867103,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W606937602","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1491137,0.0007434848,0.73922694,0.00038185876,0.00038205442,0.0017217355,0.001593508,0.095959336,0.010877434],"genre_scores_gemma":[0.3816019,0.0006797969,0.5726838,0.00041067574,0.00014756789,0.0012855201,0.0049664224,0.0023591921,0.03586514],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.999561,0.00007063533,0.000047492744,0.00012274295,0.00015660362,0.000041497686],"domain_scores_gemma":[0.9990044,0.00027623455,0.000028394932,0.00008052296,0.0005244816,0.00008604221],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000792245,0.0006978492,0.0007512906,0.0007215071,0.0003384384,0.0008023435,0.0013244956,0.00079988845,0.011763576],"category_scores_gemma":[0.001569061,0.0003839852,0.00042129628,0.00026721085,0.0001729915,0.00090449763,0.0005516436,0.0005835593,0.0053895754],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001149156,0.00045017758,0.0038886517,0.0006139564,0.00010598012,0.0012854432,0.0008497922,0.0022619239,0.36679253,0.0018121641,0.024289569,0.5965006],"study_design_scores_gemma":[0.00051467936,0.0014551601,0.011826601,0.0001656075,0.0005400714,0.0020325624,0.00058650225,0.17631178,0.73022413,0.00094975904,0.07523638,0.00015692119],"about_ca_topic_score_codex":0.002144106,"about_ca_topic_score_gemma":0.0014592515,"teacher_disagreement_score":0.011763576,"about_ca_system_score_codex":0.0002960288,"about_ca_system_score_gemma":0.00057775184,"threshold_uncertainty_score":0.039353073},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Library science; Engineering; Political science; Computer science","score_opus":0.011622218233130057,"score_gpt":0.2544604145856751,"score_spread":0.24283819635254503,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W652841509","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029488422,0.03815118,0.38798842,0.02844991,0.023132525,0.0009771464,0.012848439,0.029295333,0.44966874],"genre_scores_gemma":[0.035028163,0.014227144,0.0484827,0.0009896916,0.0010760423,0.00023416016,0.01209854,0.004677517,0.88318604],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863344,0.00016347272,0.000046569065,0.00017628612,0.0006878656,0.00029237312],"domain_scores_gemma":[0.99686724,0.00037368492,0.00005274093,0.00034383565,0.0017410716,0.0006214415],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026026245,0.0022666643,0.0019724907,0.0016194924,0.0022005474,0.005138214,0.0026949751,0.001456674,0.100869],"category_scores_gemma":[0.0035961678,0.000987935,0.0006831338,0.0033573585,0.0014588833,0.0032705208,0.0025949145,0.0026794255,0.041207667],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002192011,0.00012359355,0.0006085878,0.00016160411,0.000020405803,0.00007723385,0.00035690167,0.0012080923,0.0020545933,0.005231214,0.7461971,0.2437415],"study_design_scores_gemma":[0.000097989905,0.00010579877,0.003889394,0.00028499626,0.000056717337,0.00020653894,0.00059584307,0.009241315,0.002565155,0.010663914,0.97223276,0.00005964772],"about_ca_topic_score_codex":0.28218946,"about_ca_topic_score_gemma":0.42217648,"teacher_disagreement_score":0.28218946,"about_ca_system_score_codex":0.0046066106,"about_ca_system_score_gemma":0.010594069,"threshold_uncertainty_score":0.56109387},"labels":[],"label_agreement":null},{"id":"W6892316552","doi":"10.5281/zenodo.1039879","title":"Fair Treatment And Informed Choice For Contributors Of User-Generated Video","year":2017,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Research (Canada)","funders":"European Commission","keywords":"Acknowledgement; Position (finance); Position paper; Action (physics); Confidentiality","score_opus":0.07841804254183626,"score_gpt":0.34465486194628525,"score_spread":0.266236819404449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6892316552","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4368182,0.002228868,0.15368794,0.16911109,0.0013413162,0.000718721,0.00019806897,0.00024193348,0.23565386],"genre_scores_gemma":[0.9830562,0.00019108248,0.005200014,0.0022149188,0.00022459238,0.00017957849,0.00003302045,0.000028108512,0.008872651],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9038039,0.077967964,0.0022119153,0.0036508513,0.008021263,0.0043440727],"domain_scores_gemma":[0.8060185,0.14545357,0.013016376,0.019951545,0.008718836,0.006841254],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.067358054,0.0005537592,0.0005366658,0.0015866056,0.0075201844,0.0113936495,0.0018376206,0.009070749,0.009232118],"category_scores_gemma":[0.2350895,0.00051050825,0.0005016297,0.0007566942,0.012859178,0.007439434,0.008437441,0.0071369004,0.0013425729],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005551744,0.00028000915,0.027339347,0.0001765067,0.00011368059,0.0017050691,0.10804133,0.0025029022,0.0025083611,0.7382813,0.015292618,0.10320355],"study_design_scores_gemma":[0.00019306436,0.00014573846,0.006210142,0.0004981069,0.00008205893,0.0007271769,0.03290064,0.012180354,0.0031883721,0.8743013,0.069417596,0.00015548128],"about_ca_topic_score_codex":0.0028662647,"about_ca_topic_score_gemma":0.0029674668,"teacher_disagreement_score":0.067358054,"about_ca_system_score_codex":0.003863991,"about_ca_system_score_gemma":0.008225892,"threshold_uncertainty_score":0.3562277},"labels":[],"label_agreement":null},{"id":"W6893673890","doi":"10.5281/zenodo.4145694","title":"Assistir Spontaneous (2020) Dublado Filme Online Grátis kad","year":2020,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spontaneous recovery; Spontaneous combustion; Amplified spontaneous emission; Spontaneous emission; Spontaneous order; Spontaneous remission; Spontaneous magnetization","score_opus":0.07750061778049991,"score_gpt":0.30126843496158107,"score_spread":0.22376781718108116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893673890","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022403623,0.00023943483,0.00085290073,0.0007840283,0.0014851047,0.00024574556,0.0064371973,0.0051354812,0.9825797],"genre_scores_gemma":[0.006300831,0.00021612477,0.0007881179,0.00036383598,0.00030957264,0.00011303395,0.0034250037,0.0017172364,0.9867662],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998586,0.000013709699,0.0000043460664,0.000026219785,0.00005532084,0.00004182827],"domain_scores_gemma":[0.9993154,0.00006475155,0.000018178585,0.00007419845,0.0002041673,0.00032322342],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00022598705,0.000688567,0.00025575148,0.0005740438,0.001294042,0.0024468002,0.00067951065,0.0007531155,0.84343094],"category_scores_gemma":[0.0014100624,0.0002807905,0.0003467215,0.00034246105,0.00020749774,0.002017482,0.0026389821,0.00080870173,0.63525206],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000423737,0.000018234261,0.00012974578,0.000072044146,0.000001542017,0.0000864383,0.00012683803,0.000013625518,0.0006026932,0.0005463431,0.9733343,0.0250258],"study_design_scores_gemma":[0.000015344345,0.000021602955,0.0013930143,0.000045523542,0.000002023939,0.00010323113,0.0002999349,0.00006596203,0.00037324798,0.00024778955,0.99742573,0.000006480095],"about_ca_topic_score_codex":0.0024083538,"about_ca_topic_score_gemma":0.016534122,"teacher_disagreement_score":0.15656906,"about_ca_system_score_codex":0.00046023616,"about_ca_system_score_gemma":0.00027907203,"threshold_uncertainty_score":0.2233268},"labels":[],"label_agreement":null},{"id":"W6893697069","doi":"10.5281/zenodo.4142126","title":"Assistir Spontaneous (2020) Dublado Filme Online Grátis gti","year":2020,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spontaneous recovery; Amplified spontaneous emission; Spontaneous combustion; Spontaneous emission; Spontaneous order; Spontaneous magnetization; Spontaneous remission","score_opus":0.0800542006218369,"score_gpt":0.3017324031443734,"score_spread":0.2216782025225365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893697069","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017402282,0.00022706435,0.00094349205,0.000691503,0.0013546502,0.00026106072,0.0065816944,0.006469757,0.98173046],"genre_scores_gemma":[0.005463574,0.00023305733,0.00088086334,0.00035802435,0.0003038997,0.00012450034,0.0037766905,0.0021320807,0.9867273],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998472,0.000013736736,0.0000047689155,0.000027146316,0.00006268361,0.000044436707],"domain_scores_gemma":[0.9991761,0.00008031046,0.000021248014,0.000098873665,0.00023468735,0.0003888291],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00025435106,0.0007721603,0.0002831557,0.0006775267,0.0013007802,0.0027301968,0.0007421806,0.00085901725,0.8668777],"category_scores_gemma":[0.0016333394,0.00031755996,0.00039993416,0.00043038823,0.0002310828,0.0024745762,0.0028280444,0.00091387844,0.70693874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000036492744,0.00001787404,0.0001188064,0.000073740295,0.0000013603617,0.00007746999,0.000108350076,0.000013999823,0.00053570216,0.00048837555,0.974325,0.024202788],"study_design_scores_gemma":[0.000015346946,0.000023994315,0.0014197173,0.000048841808,0.00000218289,0.00010534236,0.00027304585,0.00006733751,0.00039300852,0.00027101868,0.9973731,0.0000069401285],"about_ca_topic_score_codex":0.0023103282,"about_ca_topic_score_gemma":0.013454737,"teacher_disagreement_score":0.13312232,"about_ca_system_score_codex":0.00047925295,"about_ca_system_score_gemma":0.00028958824,"threshold_uncertainty_score":0.18988276},"labels":[],"label_agreement":null},{"id":"W6893701997","doi":"10.5281/zenodo.4251384","title":"Assistir Spontaneous (2020) Dublado Filme Online Grátis kec","year":2020,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spontaneous recovery; Spontaneous combustion; Amplified spontaneous emission; Spontaneous emission; Spontaneous order; Spontaneous magnetization","score_opus":0.07723541206347821,"score_gpt":0.300346952626981,"score_spread":0.2231115405635028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893701997","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0038695482,0.00025497258,0.0009312635,0.0008792465,0.00162077,0.0005634752,0.011057361,0.006757428,0.974066],"genre_scores_gemma":[0.0091468515,0.00024408799,0.0012345071,0.00049623195,0.0003364966,0.00026246675,0.0059875697,0.0021777018,0.98011416],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99984396,0.000014612457,0.0000048487786,0.00002872071,0.000057584104,0.00005027132],"domain_scores_gemma":[0.9991654,0.000072993476,0.000020915559,0.00008928572,0.00025793875,0.00039331],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002414148,0.00067053357,0.0002871499,0.0005365993,0.0013328443,0.001911602,0.0007104933,0.00080703164,0.83860654],"category_scores_gemma":[0.0015156419,0.00032291177,0.0003541896,0.00031638172,0.00017821777,0.0017725704,0.0023679188,0.00093092874,0.56023115],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007164227,0.00003079777,0.00019118769,0.00008242666,0.0000019315873,0.000083533276,0.00012758092,0.000012398553,0.0007723488,0.0003621659,0.9743927,0.023871318],"study_design_scores_gemma":[0.000030991105,0.000048228012,0.0030556598,0.00006646047,0.0000033344356,0.000114465794,0.00039010655,0.00009981656,0.00070350955,0.00021093314,0.9952667,0.000009797656],"about_ca_topic_score_codex":0.003428167,"about_ca_topic_score_gemma":0.02387264,"teacher_disagreement_score":0.16139346,"about_ca_system_score_codex":0.0004831184,"about_ca_system_score_gemma":0.00032874124,"threshold_uncertainty_score":0.23020822},"labels":[],"label_agreement":null},{"id":"W6893733500","doi":"10.5281/zenodo.4154859","title":"Assistir Spontaneous (2020) Dublado Filme Online Grátis lsi","year":2020,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spontaneous combustion; Spontaneous recovery; Spontaneous magnetization; Amplified spontaneous emission; Spontaneous emission; Spontaneous order","score_opus":0.07682983922707202,"score_gpt":0.30064213133775064,"score_spread":0.2238122921106786,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893733500","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006228698,0.00029237298,0.0014909352,0.0009852459,0.001863638,0.0008690886,0.01616681,0.009886297,0.9622169],"genre_scores_gemma":[0.014881384,0.00030879703,0.0022154057,0.0005926514,0.0004226672,0.00047049206,0.009777687,0.0030775967,0.9682533],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998386,0.000015119362,0.0000052401524,0.000029322173,0.00005870223,0.000052967996],"domain_scores_gemma":[0.9991555,0.00007749925,0.000021517235,0.00010220792,0.0002620461,0.00038115337],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002633822,0.00071281305,0.00027431315,0.00052786845,0.0011943557,0.00176955,0.0007377424,0.00079474406,0.7945148],"category_scores_gemma":[0.0016357532,0.00031584586,0.00036299526,0.00030637303,0.00017400377,0.0018161469,0.0023303197,0.0008708581,0.5170505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000110676214,0.00004788043,0.00027303115,0.000109491164,0.0000025868464,0.00009894249,0.00018998055,0.000016614174,0.0012696014,0.00039096017,0.9666637,0.03082653],"study_design_scores_gemma":[0.000045233064,0.00007157718,0.004618362,0.00007463434,0.0000044331086,0.00013376167,0.00051783165,0.00014497113,0.0012290165,0.00026258538,0.9928843,0.000013421804],"about_ca_topic_score_codex":0.002773978,"about_ca_topic_score_gemma":0.01901923,"teacher_disagreement_score":0.20548522,"about_ca_system_score_codex":0.0004358158,"about_ca_system_score_gemma":0.00030807246,"threshold_uncertainty_score":0.2930997},"labels":[],"label_agreement":null},{"id":"W6893829360","doi":"10.5281/zenodo.4511388","title":"Assistir (1970) Dublado Filme Online Grátis wgh","year":2021,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Short Film; Line (geometry); Time line; Collectable; Line drawings; The Internet","score_opus":0.09499198601214201,"score_gpt":0.32567064581959626,"score_spread":0.23067865980745425,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6893829360","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007621504,0.00056183187,0.0005540824,0.0006020108,0.0008703267,0.00007683627,0.0024415294,0.0017473011,0.992384],"genre_scores_gemma":[0.0020695562,0.00036844163,0.00035794417,0.00012566004,0.00008709979,0.000024099703,0.00092345825,0.0006475486,0.9953962],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99979717,0.000021528014,0.000007555415,0.00004393063,0.00008278844,0.000047049492],"domain_scores_gemma":[0.9995559,0.00006514214,0.000014708701,0.00006163501,0.00015695479,0.00014578388],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00027495754,0.0009748803,0.00033880028,0.001094119,0.0016880576,0.003786664,0.0006890207,0.0009231305,0.8492469],"category_scores_gemma":[0.0013149505,0.00048583862,0.0003526396,0.0009280302,0.00040192448,0.0029891261,0.0022077449,0.0010908652,0.6772922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035660756,0.000011064498,0.00008271006,0.00008620308,0.0000016619912,0.000071674265,0.00020047423,0.000017105338,0.00050063955,0.0019133562,0.9538428,0.043236732],"study_design_scores_gemma":[0.000003508923,0.000007399676,0.00047260115,0.000043397216,0.0000010929272,0.00005830274,0.00018584476,0.00002110647,0.00017564076,0.00017255744,0.9988556,0.0000028699117],"about_ca_topic_score_codex":0.00651235,"about_ca_topic_score_gemma":0.021806678,"teacher_disagreement_score":0.15075308,"about_ca_system_score_codex":0.0007039047,"about_ca_system_score_gemma":0.0004744493,"threshold_uncertainty_score":0.21503097},"labels":[],"label_agreement":null},{"id":"W6912377988","doi":"10.5281/zenodo.4162206","title":"Assistir Spontaneous (2020) Dublado Filme Online Grátis wid","year":2020,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spontaneous combustion; Spontaneous recovery; Spontaneous order; Amplified spontaneous emission; Spontaneous emission; Spontaneous magnetization","score_opus":0.07564922488598343,"score_gpt":0.2995951704499345,"score_spread":0.2239459455639511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6912377988","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004933412,0.00025245917,0.0011697895,0.00091898686,0.0018238061,0.0007296971,0.013692218,0.008921799,0.9675578],"genre_scores_gemma":[0.011540798,0.00025141274,0.0015769503,0.0005193703,0.00037944966,0.00035007985,0.007783295,0.0027650036,0.9748337],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99984145,0.000015028752,0.0000050354415,0.00002750075,0.00005746261,0.00005351948],"domain_scores_gemma":[0.9991756,0.000073504176,0.000021450442,0.00009953094,0.0002534493,0.00037639483],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024705945,0.00073979254,0.0002810918,0.00057240034,0.0012446406,0.0018319626,0.0007624406,0.0008302183,0.82921726],"category_scores_gemma":[0.0015605608,0.00033338935,0.00037847733,0.000334929,0.00017620265,0.0018603295,0.0024811954,0.0008502606,0.5648287],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009518585,0.000040357074,0.00021755039,0.00008848528,0.00000223204,0.00008765621,0.00014548228,0.000013477803,0.00088892697,0.00037234975,0.9717578,0.026290441],"study_design_scores_gemma":[0.000041132775,0.00005780053,0.003424885,0.00005990219,0.0000037363145,0.0001145807,0.00041085258,0.00011273761,0.0009006842,0.00023347371,0.9946291,0.000011175828],"about_ca_topic_score_codex":0.003088971,"about_ca_topic_score_gemma":0.020551104,"teacher_disagreement_score":0.17078274,"about_ca_system_score_codex":0.00043538646,"about_ca_system_score_gemma":0.00029965976,"threshold_uncertainty_score":0.24360085},"labels":[],"label_agreement":null},{"id":"W6924916323","doi":"10.17045/sthlmuni.20304324.v2","title":"The values of Canadian citizens","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Presentation (obstetrics); Multiculturalism; Immigration; Narrative; Variety (cybernetics); Mythology","score_opus":0.06636120336463863,"score_gpt":0.31942826613853714,"score_spread":0.2530670627738985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6924916323","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0738259,0.0076006623,0.00091681525,0.07817312,0.0011925137,0.000057479876,0.00073710416,0.00013614241,0.83736014],"genre_scores_gemma":[0.8563399,0.0074944356,0.0013456353,0.0064242296,0.00016926073,0.00004716847,0.00035386108,0.0001478247,0.12767772],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.995821,0.0007176353,0.00006527645,0.00034287115,0.0017377505,0.0013155037],"domain_scores_gemma":[0.99650913,0.00041504836,0.00012643932,0.00018328954,0.0016434803,0.0011225805],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026859639,0.00065644446,0.0003907834,0.0017002214,0.027443564,0.018553136,0.0010906511,0.0021771404,0.013148864],"category_scores_gemma":[0.0052986117,0.00024951593,0.00031030533,0.004326711,0.011953662,0.0035136265,0.0036648263,0.0028507146,0.0012979839],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007054395,0.00003214723,0.005850249,0.00016963625,0.000016064014,0.00036001595,0.22425559,0.00022010187,0.0007487715,0.34970787,0.29814932,0.120419696],"study_design_scores_gemma":[0.000004288974,0.000011182628,0.0041076755,0.00021363498,0.000014312406,0.00012513713,0.10526536,0.0000966415,0.00026472815,0.0069819526,0.88285625,0.000058767277],"about_ca_topic_score_codex":0.9758824,"about_ca_topic_score_gemma":0.9802833,"teacher_disagreement_score":0.10614544,"about_ca_system_score_codex":0.10614544,"about_ca_system_score_gemma":0.11473761,"threshold_uncertainty_score":0.7701427},"labels":[],"label_agreement":null},{"id":"W6926074788","doi":"10.20371/inaf/2724-2641/1647316","title":"Metis, alla scoperta della corona solare","year":2021,"lang":"it","type":"article","venue":"Istituto Nazionale di Astrofisica","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Noise (video); Context (archaeology); Line (geometry); Corona (planetary geology)","score_opus":0.03549712655939261,"score_gpt":0.3176848738267501,"score_spread":0.28218774726735746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926074788","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1409485,0.02863478,0.028102223,0.015038924,0.007600979,0.00027882511,0.011436207,0.007370611,0.76058894],"genre_scores_gemma":[0.67592365,0.010821107,0.03488276,0.0034180619,0.004609908,0.00023406534,0.010665167,0.0024158407,0.25702935],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996766,0.000024408992,0.0000080432455,0.00011400299,0.00013645776,0.0000405793],"domain_scores_gemma":[0.9997105,0.000027409176,0.000024153085,0.00008144168,0.00012069231,0.00003566372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028911539,0.00048763605,0.00047220156,0.000977722,0.00090503116,0.0020972586,0.00055741763,0.0007810184,0.021475015],"category_scores_gemma":[0.00069595966,0.00016838136,0.00039093132,0.0010038964,0.00029315642,0.00085175026,0.0010964705,0.00086666865,0.0064154216],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039242313,0.00011153223,0.029241107,0.0011819837,0.00020590475,0.0006350089,0.00078045303,0.0019341698,0.06516662,0.032402024,0.26544768,0.6025011],"study_design_scores_gemma":[0.00003787443,0.00005772331,0.02253597,0.000077519944,0.00003756099,0.00029818914,0.00019111315,0.001135269,0.0038412523,0.0028258958,0.9689469,0.000014635605],"about_ca_topic_score_codex":0.0046505476,"about_ca_topic_score_gemma":0.007576277,"teacher_disagreement_score":0.021475015,"about_ca_system_score_codex":0.00081081217,"about_ca_system_score_gemma":0.0006434329,"threshold_uncertainty_score":0.07184106},"labels":[],"label_agreement":null},{"id":"W6949813377","doi":"10.5281/zenodo.4154241","title":"Assistir Spontaneous (2020) Dublado Filme Online Grátis ipf","year":2020,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spontaneous recovery; Spontaneous combustion; Amplified spontaneous emission; Spontaneous remission; Spontaneous emission; Spontaneous magnetization","score_opus":0.0777645321823419,"score_gpt":0.3010788099994203,"score_spread":0.2233142778170784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6949813377","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004071778,0.00025034448,0.0010410866,0.0008238179,0.0015407363,0.0006204707,0.01282196,0.0074510938,0.9713788],"genre_scores_gemma":[0.010039258,0.00025466323,0.0013937431,0.0005134965,0.00039277255,0.00031915313,0.007228603,0.0024077909,0.9774506],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998522,0.000013285008,0.0000045548827,0.000026552554,0.000054392745,0.00004902652],"domain_scores_gemma":[0.9992329,0.00007328713,0.000020504966,0.00008661504,0.0002358504,0.00035083812],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023766156,0.00069502974,0.00028637532,0.0005675177,0.0012435231,0.0017810608,0.0007150403,0.00084716646,0.8457716],"category_scores_gemma":[0.0015290232,0.00031789954,0.00036674246,0.00030810887,0.0001627206,0.0018039948,0.0022165435,0.00084602786,0.57700557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000075530515,0.00003286171,0.00019480995,0.0000857533,0.0000019156814,0.000079826495,0.0001153269,0.000012947849,0.00074236374,0.000345455,0.97105837,0.027254846],"study_design_scores_gemma":[0.000038328664,0.00005813627,0.00348883,0.00007052054,0.0000035808466,0.00012584505,0.00036193943,0.00011406533,0.0007654085,0.00023411025,0.99472874,0.000010448866],"about_ca_topic_score_codex":0.0029912884,"about_ca_topic_score_gemma":0.019637778,"teacher_disagreement_score":0.15422839,"about_ca_system_score_codex":0.0004553734,"about_ca_system_score_gemma":0.0002822412,"threshold_uncertainty_score":0.21998811},"labels":[],"label_agreement":null},{"id":"W6950078517","doi":"10.5281/zenodo.4163666","title":"Assistir Spontaneous (2020) Dublado Filme Online Grátis sgn","year":2020,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spontaneous combustion; Spontaneous recovery; Amplified spontaneous emission; Spontaneous emission; Spontaneous order; Spontaneous magnetization","score_opus":0.078603966935003,"score_gpt":0.30105141272762886,"score_spread":0.22244744579262588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6950078517","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019789292,0.00022684086,0.000899454,0.0007006013,0.001512763,0.00025450805,0.0065544876,0.0056995926,0.9821729],"genre_scores_gemma":[0.005242528,0.00019726902,0.00079032284,0.00034405425,0.0003057598,0.00011598263,0.0034225876,0.0017586035,0.9878228],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99984586,0.000014914793,0.0000049486152,0.000027972226,0.00006246988,0.000043799322],"domain_scores_gemma":[0.99922705,0.0000717551,0.000021158705,0.000086263615,0.00023603308,0.00035768028],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002367043,0.000727972,0.00027428073,0.0006494973,0.0012779672,0.002506282,0.0007145682,0.00078187924,0.8672775],"category_scores_gemma":[0.0015223767,0.00029136284,0.00036050566,0.00038305178,0.00020474318,0.0020892941,0.0028303002,0.00084369804,0.6882066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039951752,0.000018803423,0.00012347856,0.00007168494,0.0000014364913,0.00007638087,0.00010730081,0.000012802819,0.0005540716,0.0005055548,0.9712811,0.027207393],"study_design_scores_gemma":[0.000015175367,0.000022142573,0.0012757606,0.00004548793,0.000001944469,0.0000998429,0.0002539519,0.000067817164,0.00037068696,0.00024335622,0.9975974,0.00000641341],"about_ca_topic_score_codex":0.0022123388,"about_ca_topic_score_gemma":0.014289354,"teacher_disagreement_score":0.1327225,"about_ca_system_score_codex":0.00045089846,"about_ca_system_score_gemma":0.00028321726,"threshold_uncertainty_score":0.18931246},"labels":[],"label_agreement":null},{"id":"W6968588462","doi":"10.5281/zenodo.2654885","title":"\"Even More or Less\": A data-rich interactive podcast player","year":2019,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Interface (matter); User interface; Interface design; Interactive computing; Key (lock)","score_opus":0.12123341394893682,"score_gpt":0.3566915376438774,"score_spread":0.23545812369494057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968588462","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13425152,0.0003320164,0.72749764,0.001842144,0.0012648837,0.0012128948,0.00836923,0.060553044,0.06467656],"genre_scores_gemma":[0.5439271,0.00041302526,0.33236295,0.0011095776,0.00042218243,0.0018275001,0.008011684,0.007324107,0.10460186],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99917704,0.00031367433,0.00005732528,0.00013468404,0.00021521669,0.00010205176],"domain_scores_gemma":[0.9955788,0.0029066466,0.00009221323,0.0005990652,0.00034918115,0.00047411726],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023464598,0.0006553596,0.0005820842,0.0008290779,0.0006932357,0.0034960648,0.00115575,0.001189446,0.031374004],"category_scores_gemma":[0.007447971,0.00028139589,0.00043050887,0.0006227796,0.0006442223,0.0025406023,0.0040270314,0.0012535935,0.006483642],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.009426037,0.0012089405,0.0067317807,0.0021739192,0.00013955665,0.0036985714,0.025955867,0.0061553037,0.12638117,0.058465164,0.22187553,0.5377881],"study_design_scores_gemma":[0.0012856772,0.001039446,0.007726957,0.00047178674,0.00013368795,0.0019290274,0.00503273,0.055071674,0.04450867,0.026069062,0.85643977,0.00029152466],"about_ca_topic_score_codex":0.0005703804,"about_ca_topic_score_gemma":0.00071328296,"teacher_disagreement_score":0.031374004,"about_ca_system_score_codex":0.00036444239,"about_ca_system_score_gemma":0.00045657498,"threshold_uncertainty_score":0.10495651},"labels":[],"label_agreement":null},{"id":"W6968766764","doi":"10.5281/zenodo.4136261","title":"Assistir Spontaneous (2020) Dublado Filme Online Grátis bnf","year":2020,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spontaneous recovery; Spontaneous combustion; Amplified spontaneous emission; Spontaneous emission; Spontaneous order; Spontaneous remission; Spontaneous magnetization; Spontaneous conception","score_opus":0.0779069136087881,"score_gpt":0.30118170380252446,"score_spread":0.22327479019373636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968766764","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003699315,0.00025090447,0.0008885382,0.0008052132,0.0015105164,0.0005465617,0.012201857,0.006341246,0.9737559],"genre_scores_gemma":[0.008871264,0.00024251369,0.001275209,0.00047819378,0.00032670307,0.000278572,0.0067857336,0.0021200615,0.97962165],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999845,0.000014454717,0.000004612868,0.000027626867,0.000058291684,0.00004989757],"domain_scores_gemma":[0.999223,0.00007235837,0.000020077046,0.000081011254,0.00024519736,0.00035831932],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002497699,0.00066963694,0.0002934643,0.00056003407,0.001299311,0.0017655342,0.00070955034,0.00083598634,0.8503447],"category_scores_gemma":[0.0015141332,0.00031105234,0.00034653992,0.0003067799,0.00016464433,0.0017581853,0.002151152,0.00084410975,0.5911252],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007407775,0.000032453623,0.00019009515,0.00008136811,0.0000017649501,0.000076833734,0.00011413059,0.000012263479,0.00071999355,0.0003394282,0.97243744,0.025920121],"study_design_scores_gemma":[0.000033465112,0.000050304305,0.0032543908,0.0000698504,0.0000029772852,0.00011180473,0.00034938345,0.00010341519,0.0006689881,0.00021642247,0.9951292,0.000009748494],"about_ca_topic_score_codex":0.0036107153,"about_ca_topic_score_gemma":0.025821969,"teacher_disagreement_score":0.14965528,"about_ca_system_score_codex":0.00049751287,"about_ca_system_score_gemma":0.00030188667,"threshold_uncertainty_score":0.2134651},"labels":[],"label_agreement":null},{"id":"W6968772746","doi":"10.5281/zenodo.4137846","title":"Assistir Spontaneous (2020) Dublado Filme Online Grátis gyt","year":2020,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Spontaneous combustion; Spermicide; Quality (philosophy); Spontaneous order","score_opus":0.07765965269277833,"score_gpt":0.30099667579077494,"score_spread":0.2233370230979966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6968772746","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018309499,0.00026189265,0.0010150393,0.0007835993,0.001458326,0.00024456263,0.005856297,0.0065461374,0.98200315],"genre_scores_gemma":[0.0049631135,0.00021993225,0.00077675143,0.0003410932,0.0002861861,0.00010810707,0.002916046,0.0020082004,0.98838055],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9998503,0.00001380436,0.0000046744794,0.000027580154,0.000062464795,0.00004118498],"domain_scores_gemma":[0.999253,0.00007604684,0.000020191688,0.000080735874,0.00020781616,0.00036211236],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00023824713,0.00077396515,0.00030339108,0.00067412306,0.0012914231,0.0026791948,0.0007339627,0.0008580789,0.8807816],"category_scores_gemma":[0.0015889754,0.00031198133,0.0003970132,0.00039591038,0.00022109048,0.0023167657,0.0029201715,0.0008778186,0.70933676],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003752315,0.000017439404,0.00011512061,0.00007234094,0.0000014069711,0.00009411833,0.00011125136,0.000014183383,0.00051883754,0.00051094644,0.97367126,0.024835743],"study_design_scores_gemma":[0.00001447659,0.00002166489,0.0011208513,0.000048998896,0.0000019945073,0.000112730304,0.00024269322,0.000064701686,0.00033207744,0.00025032478,0.99778336,0.0000063036036],"about_ca_topic_score_codex":0.0020307156,"about_ca_topic_score_gemma":0.01202674,"teacher_disagreement_score":0.11921841,"about_ca_system_score_codex":0.0004450449,"about_ca_system_score_gemma":0.00028452717,"threshold_uncertainty_score":0.17005062},"labels":[],"label_agreement":null},{"id":"W7011983900","doi":"","title":"LiveDescribe","year":2006,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"University of Toronto","keywords":"Usability; Task (project management); Improvisation; Cognitive load; Task analysis; Production (economics); Digital media","score_opus":0.01628907448988631,"score_gpt":0.2757719537499388,"score_spread":0.2594828792600525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7011983900","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013180705,0.003069076,0.252407,0.0026778416,0.002181011,0.002093337,0.08526087,0.19108532,0.44804484],"genre_scores_gemma":[0.06029873,0.003418353,0.18640283,0.002950806,0.00049474067,0.005015433,0.13974385,0.08413676,0.51753855],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989452,0.0002821043,0.00012219921,0.00017571232,0.0003711382,0.00010366068],"domain_scores_gemma":[0.994769,0.0026069107,0.00019515447,0.0013204914,0.00067127205,0.0004371968],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002316122,0.0010214243,0.00054871844,0.0016288155,0.00088597793,0.0035325377,0.0021354498,0.0012429766,0.20989059],"category_scores_gemma":[0.01162936,0.00079165713,0.00083263626,0.0011733833,0.0009774617,0.0056357216,0.0052202344,0.0020275272,0.06967215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00097422884,0.00023857868,0.0011505602,0.0028025138,0.000044933367,0.00073993526,0.0033215212,0.0006996976,0.007418094,0.05961992,0.61867297,0.3043171],"study_design_scores_gemma":[0.00005694314,0.00004766479,0.0002795776,0.0001625391,0.000008740996,0.00034784107,0.00016240336,0.0003409774,0.002157318,0.005252389,0.9911505,0.000033147368],"about_ca_topic_score_codex":0.0008947167,"about_ca_topic_score_gemma":0.0017199862,"teacher_disagreement_score":0.20989059,"about_ca_system_score_codex":0.0007315578,"about_ca_system_score_gemma":0.0015755855,"threshold_uncertainty_score":0.702154},"labels":[],"label_agreement":null},{"id":"W7020571242","doi":"","title":"Light Hours, Hotam Press Gallery, Vancouver","year":2022,"lang":"en","type":"article","venue":"Érudit (Université de Montréal)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Face (sociological concept); Event (particle physics)","score_opus":0.009348451284320812,"score_gpt":0.1994065057087272,"score_spread":0.19005805442440638,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020571242","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060668634,0.009374012,0.00029033702,0.001984752,0.0025235757,0.0001010484,0.010473641,0.000432929,0.9687529],"genre_scores_gemma":[0.0021009883,0.0009041768,0.00008384072,0.00005604032,0.000041707997,0.0000069784655,0.00054362114,0.00009175615,0.99617094],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995459,0.000025449708,0.000012867934,0.000074567666,0.0002542025,0.000087092834],"domain_scores_gemma":[0.9995035,0.000043476997,0.000014886015,0.000043975815,0.00027789467,0.000116260526],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036132024,0.0010092421,0.0005746506,0.0017066784,0.0068622925,0.0053214603,0.0010192974,0.0012420049,0.5860734],"category_scores_gemma":[0.0007189137,0.0005990618,0.00046907846,0.003453312,0.0004840442,0.00081713975,0.0012569202,0.0015205598,0.19636244],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011590317,0.000052701318,0.0008195163,0.0002201235,0.000014034899,0.00022069734,0.00021598041,0.00012812791,0.0007115533,0.0013537401,0.9246858,0.07146184],"study_design_scores_gemma":[0.0000111515965,0.000021404907,0.0066049197,0.0000845809,0.0000061321116,0.000045124183,0.00046591827,0.000044316825,0.00025989648,0.0001645455,0.99228317,0.000008895321],"about_ca_topic_score_codex":0.37112582,"about_ca_topic_score_gemma":0.8592668,"teacher_disagreement_score":0.6288742,"about_ca_system_score_codex":0.0031667375,"about_ca_system_score_gemma":0.0041203178,"threshold_uncertainty_score":0.73793125},"labels":[],"label_agreement":null},{"id":"W7070549719","doi":"","title":"Policy-Driven Personalized Multimedia Services for Mobile Users","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mobile device; Mobile computing; Mobile technology; Field (mathematics); Key (lock)","score_opus":0.027744616494362585,"score_gpt":0.3457273658723668,"score_spread":0.3179827493780042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7070549719","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20015375,0.001035454,0.3897647,0.031426605,0.0015166837,0.001386406,0.0031823162,0.0060310555,0.36550307],"genre_scores_gemma":[0.92940503,0.0003331426,0.0359145,0.0012815925,0.00030584357,0.00021425958,0.0005498096,0.00024441388,0.03175154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876094,0.00053681794,0.00004594805,0.000097416945,0.0003317776,0.00022711395],"domain_scores_gemma":[0.99653167,0.0019381405,0.00016392276,0.0004413064,0.0006561965,0.00026875295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002333347,0.00030262957,0.00037796836,0.0006555951,0.000874351,0.002082809,0.0010743702,0.0017629854,0.0208884],"category_scores_gemma":[0.0077472148,0.00030900256,0.00035636793,0.00085110444,0.00049231324,0.0023226729,0.0007405649,0.0011256968,0.0035093217],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0020058884,0.001486315,0.007874618,0.0004366892,0.00011330114,0.0006181647,0.0010340934,0.107821494,0.024402943,0.4135826,0.15014267,0.29048118],"study_design_scores_gemma":[0.00026635863,0.00021603462,0.004644635,0.00011118813,0.00012329208,0.000311493,0.0009961143,0.6511117,0.01773831,0.21025233,0.11412379,0.00010474764],"about_ca_topic_score_codex":0.006011745,"about_ca_topic_score_gemma":0.007199113,"teacher_disagreement_score":0.0208884,"about_ca_system_score_codex":0.0016311031,"about_ca_system_score_gemma":0.0022948901,"threshold_uncertainty_score":0.06987864},"labels":[],"label_agreement":null},{"id":"W7095212186","doi":"","title":"Electronics, 3.27 (no. 632), 187-195. Ubiquitous Media and the Active Office","year":2008,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Rank (graph theory); Key (lock); Ubiquitous computing; The Internet","score_opus":0.023199058254689854,"score_gpt":0.2888291792092068,"score_spread":0.26563012095451694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7095212186","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019907927,0.04247718,0.03293191,0.007830828,0.0062238947,0.000105603984,0.001487216,0.0015727356,0.8874627],"genre_scores_gemma":[0.09326871,0.013283032,0.005908568,0.0012559915,0.00053944875,0.00006872942,0.0009790353,0.00028039477,0.884416],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999549,0.000041432217,0.000027114782,0.00007940058,0.0002477262,0.00005531932],"domain_scores_gemma":[0.9994721,0.0001244195,0.000032399614,0.00006948301,0.00025361203,0.000047980713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005501725,0.00058369554,0.0004599456,0.0013261588,0.0010007895,0.0035851914,0.00052787876,0.0010535156,0.28111574],"category_scores_gemma":[0.0012517871,0.00044532752,0.0004033364,0.0017062546,0.0008146775,0.0019441118,0.0006844772,0.0011355457,0.11962076],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025655833,0.00021285139,0.004635875,0.00062726287,0.000046789002,0.000555386,0.0002515464,0.0014313769,0.018298034,0.025800152,0.4138379,0.53404623],"study_design_scores_gemma":[0.000036864323,0.00021018734,0.014002478,0.00029503118,0.000056986308,0.0016350739,0.0006827306,0.004506351,0.01300367,0.019031214,0.94648933,0.00005001146],"about_ca_topic_score_codex":0.0023024927,"about_ca_topic_score_gemma":0.0055800974,"teacher_disagreement_score":0.28111574,"about_ca_system_score_codex":0.0013416741,"about_ca_system_score_gemma":0.00042088045,"threshold_uncertainty_score":0.9404258},"labels":[],"label_agreement":null},{"id":"W7097514988","doi":"","title":"HAS THE TIME COME FOR USING VIDEO-BASED LECTURES OVER THE","year":2007,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"The Internet; Software; Production (economics); Bandwidth (computing); Production model","score_opus":0.0820072544695393,"score_gpt":0.38534813806045326,"score_spread":0.30334088359091393,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097514988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6063348,0.025871687,0.023506986,0.2045907,0.015035113,0.00023579171,0.0017151523,0.0016503679,0.12105942],"genre_scores_gemma":[0.9235685,0.009350728,0.011172397,0.015676765,0.002581468,0.00010908718,0.00073932443,0.0005736737,0.03622801],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99674463,0.0009082475,0.00016546024,0.0006270743,0.0010692839,0.00048528804],"domain_scores_gemma":[0.9762863,0.006685733,0.004648679,0.0022698336,0.0044418536,0.0056676073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005222694,0.000379469,0.00046531067,0.00047712837,0.0015264904,0.0055211084,0.0010612857,0.0030540193,0.042438135],"category_scores_gemma":[0.030940069,0.0003249779,0.0005436831,0.00076816697,0.0016349007,0.0073335837,0.0012760122,0.0027790675,0.009943138],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0060522635,0.0019218037,0.059696004,0.0034799369,0.0004088121,0.00055681483,0.0048582675,0.0015317361,0.039026737,0.026644325,0.07176423,0.784059],"study_design_scores_gemma":[0.00044285794,0.0079057105,0.10807583,0.0024538792,0.00056677306,0.0017696944,0.020051941,0.0023415168,0.017331203,0.0151585955,0.8235431,0.00035888673],"about_ca_topic_score_codex":0.005056036,"about_ca_topic_score_gemma":0.005557109,"teacher_disagreement_score":0.042438135,"about_ca_system_score_codex":0.0015233814,"about_ca_system_score_gemma":0.0020993643,"threshold_uncertainty_score":0.14196968},"labels":[],"label_agreement":null},{"id":"W7100646512","doi":"","title":"Broadcasting In","year":2016,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Broadcasting (networking); Digital broadcasting; Digital television; Mobile telephony; Terrestrial television; Commercial broadcasting; Internet television; Mobile device; Mobile phone","score_opus":0.04741273935566403,"score_gpt":0.37209198737531096,"score_spread":0.3246792480196469,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100646512","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012450367,0.012510325,0.0005163566,0.12049965,0.019473923,0.000029325576,0.00079096976,0.00013499544,0.84479946],"genre_scores_gemma":[0.03869481,0.016638346,0.00056990643,0.09291218,0.0070478097,0.000052305462,0.00092290994,0.0001531789,0.8430086],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986111,0.00024872224,0.00005721899,0.00016591321,0.0005589378,0.0003580202],"domain_scores_gemma":[0.9986376,0.00025416413,0.000043478336,0.00007933046,0.0008117522,0.0001735975],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007504459,0.00034432803,0.0003145765,0.0008850507,0.0048771324,0.0042193145,0.0010785393,0.0025500816,0.10956055],"category_scores_gemma":[0.00336946,0.00011825678,0.00032501848,0.0013231718,0.0020566229,0.0018281952,0.0018258343,0.0039660507,0.01677947],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023483439,0.000005129839,0.00023644217,0.00016845178,0.0000031927436,0.00020635483,0.0021026484,0.000028130504,0.0002400513,0.13633858,0.8261144,0.03453308],"study_design_scores_gemma":[7.985102e-7,0.0000012228961,0.00014748776,0.000073204596,0.0000010375586,0.000025610256,0.00023277575,0.0000038344247,0.000019908648,0.0003717705,0.9991209,0.0000014336207],"about_ca_topic_score_codex":0.3599103,"about_ca_topic_score_gemma":0.44241977,"teacher_disagreement_score":0.89043945,"about_ca_system_score_codex":0.009464742,"about_ca_system_score_gemma":0.011695964,"threshold_uncertainty_score":0.71563077},"labels":[],"label_agreement":null},{"id":"W7100870553","doi":"","title":"Commentary All editorial matter in CMAJ represents the opinions of the authors and not necessarily those of the Canadian Medical Association.","year":2008,"lang":"en","type":"article","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Depression (economics); Public health; Population; Epidemiology; Menopause","score_opus":0.034627461200905894,"score_gpt":0.33245549692578363,"score_spread":0.29782803572487776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100870553","genre_codex":"editorial","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00015851627,0.0021692917,0.00009507471,0.25983298,0.7282934,0.00005130804,0.00027688922,0.00008398536,0.009038621],"genre_scores_gemma":[0.0038907565,0.0037703621,0.00019432355,0.2587575,0.69622713,0.000078611665,0.0001960824,0.00007070669,0.03681452],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808514,0.00021348454,0.00015946128,0.0002458099,0.0010568004,0.00023937743],"domain_scores_gemma":[0.98716563,0.0029120701,0.0005250359,0.00032385846,0.0075440914,0.0015292289],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021891012,0.0010439497,0.001348736,0.0013452414,0.0027637938,0.0026651274,0.002858303,0.017513331,0.059124064],"category_scores_gemma":[0.02147991,0.0005720529,0.0012599155,0.00097546,0.0013170788,0.0016646857,0.0007656092,0.011773415,0.021166502],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018928782,0.0000041428625,0.000024463608,0.00005959072,0.0000042697307,0.000062948566,0.0000071245463,0.0000064847586,0.000023128725,0.00013887933,0.9977543,0.0018957326],"study_design_scores_gemma":[0.000055083525,0.00001794247,0.00045074956,0.00033453928,0.000024363691,0.00019986447,0.000047352063,0.000068915375,0.00009944837,0.00052552344,0.9981591,0.000017213339],"about_ca_topic_score_codex":0.016390512,"about_ca_topic_score_gemma":0.026961094,"teacher_disagreement_score":0.94087595,"about_ca_system_score_codex":0.0037335167,"about_ca_system_score_gemma":0.0055211214,"threshold_uncertainty_score":0.19778973},"labels":[],"label_agreement":null},{"id":"W7101441055","doi":"10.1063/4.0001121","title":"Structural Determination of the Interaction of H2S and Insulin","year":2025,"lang":"en","type":"article","venue":"Structural Dynamics","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Insulin; Protein Data Bank (RCSB PDB); Amide; Sulfur; Sulfide; Molecular biophysics; Atom (system on chip); Drop (telecommunication)","score_opus":0.012104777826174331,"score_gpt":0.3309333033106723,"score_spread":0.31882852548449797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7101441055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99371696,0.0006448863,0.0016655484,0.00016752802,0.000021995316,0.000012078109,0.0009841269,0.00009219135,0.002694627],"genre_scores_gemma":[0.9914384,0.0005595067,0.0025724866,0.00005226525,0.000011666927,0.000012465289,0.004347408,0.000047457983,0.0009582896],"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.99989676,0.000012180012,0.0000049023865,0.000028254688,0.000033766646,0.000024115416],"domain_scores_gemma":[0.9998776,0.000023349552,0.000022211603,0.000012077553,0.000030688952,0.000034145683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014210939,0.00032030224,0.00031951538,0.0002273085,0.00040924194,0.00044644493,0.0005962805,0.00026214359,0.0017109099],"category_scores_gemma":[0.00038731695,0.00021079241,0.00028801901,0.0005093844,0.00020912402,0.00034576046,0.00024796563,0.0007825773,0.0002975871],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013545527,0.00035309832,0.02040378,0.0004281543,0.0001801381,0.0012043897,0.0006256869,0.024124652,0.92406106,0.0036939685,0.004543209,0.019027323],"study_design_scores_gemma":[0.0002798124,0.0007623425,0.09663708,0.0000811095,0.00020725945,0.00096258434,0.00091147644,0.31312862,0.5483906,0.001829532,0.036682725,0.000126832],"about_ca_topic_score_codex":0.009314372,"about_ca_topic_score_gemma":0.005993471,"teacher_disagreement_score":0.009314372,"about_ca_system_score_codex":0.0010547336,"about_ca_system_score_gemma":0.00039310256,"threshold_uncertainty_score":0.018520296},"labels":[],"label_agreement":null},{"id":"W74771962","doi":"10.1007/978-3-642-56240-2_3","title":"An Intuitive Approach to Elementary Mathematics on the Web","year":2002,"lang":"en","type":"book-chapter","venue":"Mathematics and visualization","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Point (geometry); Elementary mathematics; Computer science; Linear algebra; Mathematics education; Interface (matter); Algebra over a field; World Wide Web; Mathematics; Pure mathematics; Geometry","score_opus":0.08277899830800826,"score_gpt":0.3548149712303391,"score_spread":0.27203597292233084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W74771962","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002575121,0.006084552,0.66892564,0.005701317,0.00070315343,0.00008795862,0.00022939514,0.0016470229,0.31404585],"genre_scores_gemma":[0.12380698,0.01352252,0.59986734,0.0025097812,0.0010288943,0.00049122004,0.0004580338,0.0011437497,0.25717145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996629,0.0001205529,0.000019255325,0.00004439946,0.00012400858,0.000028831746],"domain_scores_gemma":[0.999481,0.00029595342,0.000016914499,0.00007024511,0.000097130265,0.000038770806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003985488,0.0010463907,0.00044399314,0.0019062853,0.0011275864,0.005798751,0.0014191009,0.001457757,0.026210025],"category_scores_gemma":[0.0019387659,0.00049183506,0.00062841043,0.0014848037,0.0039675185,0.009499872,0.0022732131,0.0037203971,0.004795172],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000004764236,0.000014510775,0.000029036237,0.00008994925,0.0000035060393,0.000069593545,0.0004583404,0.00063791545,0.00068609254,0.959646,0.012303356,0.026056994],"study_design_scores_gemma":[0.0000045773204,0.000006493634,0.000072585404,0.000056732904,0.00000392473,0.00021053416,0.00015956663,0.0026008722,0.00035953426,0.83093256,0.1655847,0.000007995096],"about_ca_topic_score_codex":0.0013239376,"about_ca_topic_score_gemma":0.002214621,"teacher_disagreement_score":0.026210025,"about_ca_system_score_codex":0.0010016417,"about_ca_system_score_gemma":0.0007156671,"threshold_uncertainty_score":0.08768129},"labels":[],"label_agreement":null},{"id":"W818013967","doi":"","title":"Developing a Community of Videoconference Users","year":2006,"lang":"en","type":"article","venue":"Society for Information Technology & Teacher Education International Conference","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Lethbridge","funders":"","keywords":"Videoconferencing; Computer science; Multimedia","score_opus":0.052807156857739075,"score_gpt":0.37024573797814847,"score_spread":0.3174385811204094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W818013967","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90516835,0.00011953416,0.03966046,0.0021020486,0.00012868014,0.0020306155,0.000120595134,0.0006871007,0.049982537],"genre_scores_gemma":[0.90136576,0.00012409827,0.062320754,0.0004241763,0.000045561686,0.00066826295,0.000499595,0.00011995095,0.03443184],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99808997,0.00076790154,0.000062842206,0.00034865673,0.00039817995,0.00033240832],"domain_scores_gemma":[0.9935795,0.00084776577,0.00026942836,0.00043600908,0.0020999168,0.0027673792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003355406,0.00042018387,0.00020339593,0.0012752503,0.0055835405,0.0030256233,0.0020211537,0.0014632487,0.013662631],"category_scores_gemma":[0.0072156847,0.00030986042,0.0002843864,0.0007610383,0.00088758545,0.0030307209,0.00450485,0.0010775097,0.001705682],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013417914,0.016724218,0.076830864,0.00043972113,0.0000604742,0.0034920347,0.1041733,0.0023774114,0.06874101,0.020268235,0.022093622,0.6834574],"study_design_scores_gemma":[0.0012974119,0.010643779,0.06441301,0.000573286,0.00027166147,0.0035347312,0.39717337,0.0643784,0.071111545,0.02493895,0.3613004,0.00036350515],"about_ca_topic_score_codex":0.0072023375,"about_ca_topic_score_gemma":0.011856372,"teacher_disagreement_score":0.013662631,"about_ca_system_score_codex":0.0012362082,"about_ca_system_score_gemma":0.004250793,"threshold_uncertainty_score":0.045706093},"labels":[],"label_agreement":null},{"id":"W833811","doi":"10.1021/jm00211a028","title":"Proceedings of the 1st international conference on Ambient media and systems","year":2008,"lang":"en","type":"article","venue":"Ambient Media and Systems","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Flexibility (engineering); Ambient intelligence; Computer science; Situated; Multimedia; Human–computer interaction; Emerging technologies; Assisted living; Productivity; Ubiquitous computing; Artificial intelligence","score_opus":0.07515867277361062,"score_gpt":0.29899582917632955,"score_spread":0.22383715640271895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W833811","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017053794,0.126141,0.19417393,0.010285762,0.074465886,0.0006057186,0.0037748623,0.012303086,0.56119597],"genre_scores_gemma":[0.06727253,0.04436193,0.07844574,0.0029537028,0.008285744,0.00046633967,0.010150221,0.0025152774,0.78554845],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988882,0.00020682957,0.000076761426,0.00022789711,0.00047907085,0.000121283556],"domain_scores_gemma":[0.9985636,0.00024092945,0.000047968468,0.00040631244,0.00055617315,0.00018503345],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016101418,0.0011113945,0.0010822694,0.00076031004,0.00073459314,0.0037669577,0.0013827388,0.0012865885,0.10926508],"category_scores_gemma":[0.0020740821,0.00034398222,0.00070488977,0.0008881421,0.00069952814,0.002785214,0.0021931129,0.0018004786,0.060681425],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002691437,0.00021312998,0.00087390543,0.00083937816,0.00008356198,0.00031537528,0.0002652888,0.0010126899,0.011816159,0.017327487,0.42592126,0.5410626],"study_design_scores_gemma":[0.000010249419,0.00005573791,0.0005054389,0.00012673887,0.000022865588,0.0002200205,0.00010732765,0.0016181305,0.0013173411,0.0035046728,0.9924994,0.000012087148],"about_ca_topic_score_codex":0.001844696,"about_ca_topic_score_gemma":0.0019946261,"teacher_disagreement_score":0.10926508,"about_ca_system_score_codex":0.0006879843,"about_ca_system_score_gemma":0.0012828643,"threshold_uncertainty_score":0.36552817},"labels":[],"label_agreement":null},{"id":"W85445607","doi":"10.1007/978-3-642-24500-8_37","title":"An End-to-End Framework for Multi-view Video Content: Creating Multiple-Perspective Hypervideo to View on Mobile Platforms","year":2011,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Perspective (graphical); Hypermedia; Multimedia; XML; End user; End-to-end principle; Mobile device; Scheme (mathematics); World Wide Web; Human–computer interaction; Computer network; Artificial intelligence","score_opus":0.10954764493434883,"score_gpt":0.3655484340165993,"score_spread":0.2560007890822505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W85445607","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001700745,0.000088980305,0.98918474,0.000055019194,0.000047272137,0.00016844386,0.000085047424,0.005422815,0.0032469037],"genre_scores_gemma":[0.06599466,0.00041622831,0.9113639,0.00014712726,0.00006449158,0.0004014129,0.0008312492,0.0022925548,0.018488398],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991516,0.00010757569,0.00005076527,0.00014838991,0.00041049402,0.0001312885],"domain_scores_gemma":[0.9992409,0.00015982294,0.00003080102,0.0001895018,0.0002259249,0.0001529997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010849987,0.0013945883,0.00088885834,0.0008199688,0.0009274093,0.0038279877,0.0035302928,0.0024546038,0.012028071],"category_scores_gemma":[0.0020270718,0.001092613,0.0012713736,0.000419895,0.0008859953,0.0036366174,0.005423051,0.0026936554,0.006035891],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006344135,0.0006554283,0.000978965,0.00087076594,0.00018807691,0.0027126493,0.004240079,0.021278206,0.23465888,0.15497786,0.04030196,0.53850275],"study_design_scores_gemma":[0.000101181984,0.00027618714,0.00073809386,0.00033883983,0.00015335948,0.0022079458,0.0009804383,0.42656028,0.19564597,0.07119685,0.30152413,0.00027679125],"about_ca_topic_score_codex":0.0021103483,"about_ca_topic_score_gemma":0.0034279665,"teacher_disagreement_score":0.012028071,"about_ca_system_score_codex":0.0005764848,"about_ca_system_score_gemma":0.0006782881,"threshold_uncertainty_score":0.040237904},"labels":[],"label_agreement":null},{"id":"W86662746","doi":"","title":"A framework for completely separating the presentation and logic of Web-based applications.","year":2002,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Windsor","funders":"","keywords":"Computer science; Presentation (obstetrics); World Wide Web; Information retrieval; Medicine","score_opus":0.10059588228618078,"score_gpt":0.3332833843437559,"score_spread":0.2326875020575751,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W86662746","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00080187223,0.0006993607,0.9828705,0.0015621904,0.0002375639,0.00021554927,0.00011513668,0.001875738,0.011622019],"genre_scores_gemma":[0.02891543,0.0012050773,0.9546262,0.0008085847,0.0003070435,0.0005911807,0.0005096629,0.00056390115,0.012472806],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948507,0.0016974272,0.00063793815,0.0007834469,0.001704352,0.00032613424],"domain_scores_gemma":[0.9965402,0.0013586681,0.00022963334,0.00085883157,0.0006285333,0.00038419323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006448356,0.0017965604,0.00082299236,0.0026064063,0.0020311987,0.010258634,0.0040257117,0.00427688,0.0065403427],"category_scores_gemma":[0.0073734196,0.0015566627,0.0038137545,0.0015301979,0.007757155,0.01321151,0.0045465454,0.0070746667,0.004655656],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037081525,0.00008096253,0.00020124234,0.00022071856,0.000026614869,0.00029197044,0.0012886813,0.002845795,0.0034407023,0.9312895,0.007844928,0.052431773],"study_design_scores_gemma":[0.00006006015,0.00010498187,0.00022098317,0.00037266366,0.00008330943,0.0010542065,0.0004198648,0.039294295,0.0042493055,0.6539283,0.30013034,0.00008166575],"about_ca_topic_score_codex":0.0071003605,"about_ca_topic_score_gemma":0.005562466,"teacher_disagreement_score":0.010258634,"about_ca_system_score_codex":0.003019864,"about_ca_system_score_gemma":0.005626054,"threshold_uncertainty_score":0.03410256},"labels":[],"label_agreement":null},{"id":"W959350886","doi":"10.32920/ryerson.14639811.v1","title":"Exploring the contradictions of mobility: a case study of BlackBerry users in Canada","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Chose; Mobile device; Perception; Internet privacy; Advertising; Business; Computer science; World Wide Web; Psychology; Political science","score_opus":0.2185127979586573,"score_gpt":0.3493910050641406,"score_spread":0.1308782071054833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W959350886","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9914391,0.00027452203,0.00031199463,0.0019911835,0.00001997816,0.00006837331,0.000067621666,0.000007557002,0.0058196597],"genre_scores_gemma":[0.99501085,0.0005429593,0.00038243254,0.0004263966,0.000006967096,0.000029012877,0.000036011817,0.000015437568,0.0035499046],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.99659014,0.0010728419,0.00009021523,0.00031857498,0.00062054157,0.0013077565],"domain_scores_gemma":[0.995695,0.0017650274,0.00038558233,0.00015297292,0.0009478677,0.001053552],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022950768,0.00057967164,0.0007667917,0.0022947786,0.034585286,0.0054228017,0.0023585618,0.002591927,0.0033118764],"category_scores_gemma":[0.0059130136,0.0006335999,0.0005419473,0.0039877584,0.010305265,0.002724182,0.0053189946,0.0030987628,0.00029726187],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000035954963,0.000063506326,0.013456605,0.000056702553,0.000008047901,0.0057186424,0.9724549,0.00006331276,0.0005217448,0.0015712834,0.0010189844,0.0050303233],"study_design_scores_gemma":[0.0000033462552,0.000020550324,0.006607996,0.00004711882,0.0000061940978,0.00041180884,0.985843,0.00016521353,0.00011590151,0.00015056698,0.0066112042,0.000017193017],"about_ca_topic_score_codex":0.92673224,"about_ca_topic_score_gemma":0.9663689,"teacher_disagreement_score":0.07326776,"about_ca_system_score_codex":0.042176306,"about_ca_system_score_gemma":0.032545608,"threshold_uncertainty_score":0.30601197},"labels":[],"label_agreement":null},{"id":"W966492249","doi":"","title":"Talk Geometries: Towards Anime’s Sensorial Vocabularies","year":2014,"lang":"en","type":"article","venue":"University of Huddersfield Repository (University of Huddersfield)","topic":"Multimedia Communication and Technology","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Movie theater; Club; Media studies; Face (sociological concept); Anime; Visual arts; Sociology; History; Art; Social science; Computer science","score_opus":0.012277990148811571,"score_gpt":0.21112225046403418,"score_spread":0.19884426031522262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W966492249","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00836136,0.0011829608,0.8361936,0.0058297385,0.0008227637,0.0003174388,0.0027167636,0.018998358,0.12557702],"genre_scores_gemma":[0.16573575,0.0018006215,0.7353508,0.0025641536,0.0006132041,0.0006973686,0.013230406,0.010454037,0.06955361],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9939422,0.002237621,0.0005988432,0.0013292636,0.0014598699,0.0004321446],"domain_scores_gemma":[0.9934855,0.0023338448,0.00023027038,0.001924372,0.0015029276,0.0005231469],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008176096,0.0010467138,0.0009966443,0.0022137274,0.0025698033,0.011022694,0.0034498496,0.0025643958,0.045071602],"category_scores_gemma":[0.01848375,0.0015197123,0.0017538404,0.0015174443,0.0036282316,0.02756738,0.011442522,0.0043521156,0.021986155],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000107364816,0.000041381965,0.0004267219,0.00021345384,0.00001775473,0.000094673785,0.0029346505,0.0010171778,0.0032415553,0.85708904,0.03761856,0.09719765],"study_design_scores_gemma":[0.000034651526,0.00005660783,0.00029774115,0.00023977098,0.000022062051,0.00021844474,0.0018179502,0.017584993,0.0042925132,0.2271602,0.7482098,0.00006524457],"about_ca_topic_score_codex":0.0062250965,"about_ca_topic_score_gemma":0.004966951,"teacher_disagreement_score":0.045071602,"about_ca_system_score_codex":0.0020781811,"about_ca_system_score_gemma":0.0022854796,"threshold_uncertainty_score":0.15077955},"labels":[],"label_agreement":null}]}