{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":29,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":29,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"ffc1052950e0","filters":{"venue":"International Journal of Computing and Information Sciences"}},"results":[{"id":"W2525112519","doi":"10.21700/ijcis.2016.103","title":"Word Extraction and Recognition in Arabic Handwritten Text","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Handwritten Text Recognition Techniques","field":"Computer Science","cited_by":21,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Arabic; Natural language processing; Word (group theory); Computer science; Artificial intelligence; Word recognition; Speech recognition; Linguistics; Reading (process)","authors":[{"name":"Nabil Aouadi","is_ca":false},{"name":"Afef Kacem Echi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0194848364468984,"gpt":0.2985998062361725,"spread":0.2791149697892741,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002359162,0.0009909968,0.0007144354,0.001991416,0.0005834528,0.001300861,0.0005294141,0.0007471912,0.008867406],"category_scores_gemma":[0.001209182,0.0003182762,0.0005907278,0.001647058,0.0002954296,0.001368744,0.0004963488,0.0006364902,0.009152906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002767496,"about_ca_system_score_gemma":0.0005355965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001830372,"about_ca_topic_score_gemma":0.002380075,"domain_scores_codex":[0.9996026,0.00003939892,0.00006400006,0.0001052656,0.0001170542,0.00007168679],"domain_scores_gemma":[0.999172,0.000254073,0.00009475237,0.00009490737,0.0003344077,0.00004986869],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006329978,0.00008060975,0.00130972,0.000468951,0.00002538514,0.0007291345,0.0002153213,0.001030498,0.3335363,0.0008379951,0.004702524,0.6564305],"study_design_scores_gemma":[0.00005961574,0.0004679802,0.01969549,0.0001187597,0.0001888145,0.002374573,0.0009338869,0.1060741,0.8333935,0.002193792,0.03442609,0.00007337464],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.405557,0.004456596,0.5495982,0.0008042742,0.001048703,0.0005880454,0.004513035,0.01720289,0.01623122],"genre_scores_gemma":[0.4888507,0.002209679,0.4643126,0.0002646701,0.0003095627,0.0002527514,0.0076118,0.001046638,0.03514177],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008867406,"threshold_uncertainty_score":0.02966446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2577240685","doi":"10.21700/ijcis.2016.129","title":"Comparison of Eight Proposed Security Methods using Linguistic Steganography Text","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Advanced Steganography and Watermarking Techniques","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Steganography; Linguistics; Computer science; Natural language processing; Artificial intelligence; Philosophy; Image (mathematics)","authors":[{"name":"Hanaa Mohsin Ahmed","is_ca":false},{"name":"Maisa’a Abid Ali Khodher","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03441448017752521,"gpt":0.4039754148331053,"spread":0.3695609346555802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006116821,0.0005021517,0.0004517527,0.00102121,0.0003968025,0.0006127715,0.0004474444,0.0006015392,0.002415219],"category_scores_gemma":[0.001868222,0.0001281736,0.0005090772,0.0004999102,0.0003105235,0.000863742,0.0004736292,0.0003382342,0.0005858439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002467984,"about_ca_system_score_gemma":0.0004128542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007105373,"about_ca_topic_score_gemma":0.0009985109,"domain_scores_codex":[0.9994991,0.0001132866,0.00004947387,0.00006032497,0.0002246288,0.00005321086],"domain_scores_gemma":[0.9987633,0.000460259,0.000103905,0.0001728961,0.0004502115,0.00004946726],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004349303,0.0005131749,0.005661095,0.001290232,0.0003916073,0.0002747075,0.0002772351,0.02072936,0.2220513,0.00426881,0.00240559,0.7377876],"study_design_scores_gemma":[0.0005229901,0.003537562,0.01621775,0.0001608553,0.0010399,0.002126891,0.0006705826,0.4859999,0.4736821,0.002358289,0.01351569,0.000167275],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7140821,0.007074017,0.2646022,0.0005122821,0.0004350842,0.0002122563,0.0003671443,0.00192404,0.01079107],"genre_scores_gemma":[0.9001777,0.001523084,0.09271006,0.00007160829,0.00005709317,0.00006985522,0.0004300459,0.00005649468,0.004904163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002415219,"threshold_uncertainty_score":0.008079708,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2576441922","doi":"10.21700/ijcis.2016.118","title":"Sentiment Analysis of Arabic Tweets Using Semantic Resources","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Arabic; Sentiment analysis; Natural language processing; Computer science; Artificial intelligence; Information retrieval; Linguistics; Philosophy","authors":[{"name":"Lamia Alhoraibi","is_ca":false},{"name":"Muhammad Badruddin Khan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02374293854566837,"gpt":0.3167267670036387,"spread":0.2929838284579703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005602196,0.0005066369,0.0002845633,0.002733602,0.000754195,0.001062484,0.0001493087,0.0002504049,0.002694792],"category_scores_gemma":[0.00206932,0.00007849648,0.0004702418,0.002036936,0.0001901716,0.0009989662,0.00045605,0.0003915936,0.001203592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004217811,"about_ca_system_score_gemma":0.0004125068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001298127,"about_ca_topic_score_gemma":0.001620792,"domain_scores_codex":[0.9995747,0.000117687,0.00005384736,0.00004856646,0.0001463384,0.00005881556],"domain_scores_gemma":[0.9990888,0.00030905,0.000101745,0.00003068923,0.0004314496,0.00003828315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003102006,0.0006267759,0.05821964,0.002054532,0.0003587371,0.001763508,0.005184977,0.004411695,0.2004785,0.0113543,0.04428601,0.6681592],"study_design_scores_gemma":[0.0001896548,0.001329836,0.2310033,0.0007823757,0.001094065,0.002597524,0.02598192,0.3468649,0.1919277,0.01879315,0.1791201,0.0003154837],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9075865,0.001059617,0.05183034,0.001268987,0.0006434192,0.0004777969,0.009548723,0.00106795,0.02651668],"genre_scores_gemma":[0.9484252,0.000576121,0.03796107,0.0001217558,0.0002550107,0.000232827,0.007602361,0.00008423818,0.00474133],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002733602,"threshold_uncertainty_score":0.009014964,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2525005111","doi":"10.21700/ijcis.2016.108","title":"Arabic Word Sense Disambiguation Using Wikipedia","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":14,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Word-sense disambiguation; Word (group theory); Arabic; Natural language processing; Computer science; SemEval; Artificial intelligence; Information retrieval; Linguistics; WordNet; Engineering","authors":[{"name":"Marwah Alian","is_ca":false},{"name":"Arafat Awajan","is_ca":false},{"name":"Akram Al-Kouz Al-Kouz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0194425083862929,"gpt":0.3215169904704452,"spread":0.3020744820841523,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007561485,0.001462519,0.0008908127,0.009613588,0.002046606,0.002201049,0.0005517614,0.0005672183,0.007837773],"category_scores_gemma":[0.003504,0.000411488,0.0007352463,0.005584322,0.0004267307,0.003370818,0.001874924,0.0006380983,0.005064845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004286585,"about_ca_system_score_gemma":0.001547304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00309766,"about_ca_topic_score_gemma":0.003824424,"domain_scores_codex":[0.9988365,0.0002516905,0.0003079797,0.000323618,0.000208868,0.00007141616],"domain_scores_gemma":[0.9984097,0.0004323503,0.0001263363,0.0001599206,0.00077228,0.00009948889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00114788,0.0003186628,0.008829759,0.002250485,0.0003076691,0.002885058,0.002285852,0.004480815,0.06240074,0.02059517,0.07418958,0.8203083],"study_design_scores_gemma":[0.0003714504,0.0004735484,0.02086904,0.001033472,0.0009816162,0.005548693,0.01070022,0.1721386,0.1741166,0.06823115,0.5450159,0.0005195949],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3307427,0.01002096,0.5267467,0.002535068,0.004363742,0.001124988,0.03159529,0.03417176,0.05869867],"genre_scores_gemma":[0.4745009,0.002480244,0.4788015,0.0003514076,0.0003762123,0.0003307181,0.03028791,0.001481974,0.01138913],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009613588,"threshold_uncertainty_score":0.02621996,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2524313288","doi":"10.21700/ijcis.2016.109","title":"Textual Entailment for Arabic Language based on Lexical and Semantic Matching","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Topic Modeling","field":"Computer Science","cited_by":13,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Natural language processing; Arabic; Computer science; Artificial intelligence; Textual entailment; Logical consequence; Matching (statistics); Linguistics; Mathematics; Philosophy","authors":[{"name":"Mariam Khader","is_ca":false},{"name":"Arafat Awajan","is_ca":false},{"name":"Akram Alkouz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0169735477574902,"gpt":0.3074368635685489,"spread":0.2904633158110587,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001344666,0.0006752441,0.0008842128,0.003326647,0.001451884,0.002167226,0.001137393,0.001020817,0.01048103],"category_scores_gemma":[0.007557885,0.0003540286,0.001670217,0.002168485,0.000590254,0.004454601,0.001614068,0.001048986,0.003069631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000731774,"about_ca_system_score_gemma":0.00181122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003737158,"about_ca_topic_score_gemma":0.00356764,"domain_scores_codex":[0.9975396,0.0006926799,0.0003436973,0.0006054998,0.0006274873,0.0001910388],"domain_scores_gemma":[0.99691,0.00145,0.0002342154,0.0003616629,0.0009512966,0.00009279982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002268855,0.0007609849,0.006138583,0.00197215,0.0003674726,0.00190884,0.001645969,0.01824382,0.0629648,0.1000505,0.03145485,0.7722232],"study_design_scores_gemma":[0.0002281317,0.0003622124,0.00641224,0.0002275359,0.0006805384,0.001698271,0.001728734,0.7562686,0.05832651,0.1459327,0.02795694,0.0001775536],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1436027,0.001633595,0.8312115,0.001434759,0.0003571436,0.0006311241,0.005251422,0.004208279,0.01166956],"genre_scores_gemma":[0.6156958,0.00078403,0.3646902,0.0002088924,0.0003257586,0.0003420055,0.01127713,0.0004332991,0.006242879],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01048103,"threshold_uncertainty_score":0.03506255,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2572829432","doi":"10.21700/ijcis.2016.120","title":"Factors Impacting Social Media Adoption in Public Sector Organizations: Case of Oman","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Organizational and Employee Performance","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Public sector; Business; Social media; Public relations; Political science","authors":[{"name":"Fawzi Al Riyami","is_ca":false},{"name":"Rafi Ashrafi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03738719702174911,"gpt":0.288153192550227,"spread":0.2507659955284779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001039338,0.0002187381,0.0001651439,0.001448395,0.004374973,0.002538588,0.0006291014,0.001218782,0.004071267],"category_scores_gemma":[0.002936724,0.0001486527,0.0002033901,0.001938533,0.001232228,0.001394505,0.001421454,0.00100168,0.0002643593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003134742,"about_ca_system_score_gemma":0.002930555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05126462,"about_ca_topic_score_gemma":0.104669,"domain_scores_codex":[0.9990067,0.0002547909,0.00002866881,0.00004671357,0.0001123941,0.0005507594],"domain_scores_gemma":[0.9965516,0.001445004,0.0008993687,0.00007320775,0.0003805565,0.0006502411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001855601,0.001448474,0.909377,0.00004806854,0.00003916623,0.007607909,0.06127129,0.0002315492,0.001482603,0.002834562,0.0008799541,0.014594],"study_design_scores_gemma":[0.000008271915,0.0001416107,0.6268687,0.00005513735,0.00003813597,0.0008024312,0.3678368,0.0007703431,0.0004229348,0.0003801065,0.002655892,0.00001952556],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998676,0.00001731428,0.000009340574,0.0002440207,0.000001659132,0.000003179229,0.000008234841,4.715804e-7,0.001039669],"genre_scores_gemma":[0.9996099,0.00003562475,0.00001467602,0.00002825334,0.000003010713,0.000002489007,0.000008024889,5.935672e-7,0.0002974878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05126462,"threshold_uncertainty_score":0.1019325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3135131585","doi":"10.21700/ijcis.2016.110","title":"Automatic Fall Detection System using Sensing Floors","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Context-Aware Activity Recognition Systems","field":"Computer Science","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Feature selection; Computer science; Autonomy; Accelerometer; Feature (linguistics); Feature extraction; Independence (probability theory); Computer security; Real-time computing; Artificial intelligence","authors":[{"name":"Mohamad Daher","is_ca":false},{"name":"Maan El Badaoui El Najjar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02442447684499856,"gpt":0.2827711461143648,"spread":0.2583466692693662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002328821,0.0007591788,0.0009519265,0.001267174,0.0003588514,0.0005232051,0.0006809423,0.0004945492,0.003107674],"category_scores_gemma":[0.0006350874,0.0003416172,0.0003705952,0.0006568087,0.0001638173,0.0004849108,0.0007266194,0.0002452928,0.001441586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001601979,"about_ca_system_score_gemma":0.0003257546,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001334536,"about_ca_topic_score_gemma":0.001728168,"domain_scores_codex":[0.999617,0.00004244451,0.00002996752,0.0001067186,0.0001495399,0.00005438659],"domain_scores_gemma":[0.9996829,0.00003825188,0.00003902007,0.00004070463,0.0001602851,0.00003895782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001284811,0.0004296656,0.01941468,0.0004264488,0.0001148608,0.0006435713,0.0002667709,0.01080646,0.2385439,0.0007857392,0.009447957,0.7178352],"study_design_scores_gemma":[0.0002800349,0.001557603,0.08895113,0.0001394716,0.0002564725,0.001646181,0.0003930137,0.7533063,0.1340233,0.002383694,0.01685908,0.0002037734],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3982168,0.001397153,0.571779,0.0002885112,0.0005202019,0.0003956065,0.00148337,0.01794142,0.007977864],"genre_scores_gemma":[0.8796411,0.0003730025,0.114519,0.0001315098,0.00008723063,0.0002217838,0.0009523167,0.00008933603,0.003984752],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003107674,"threshold_uncertainty_score":0.01039618,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2579409202","doi":"10.21700/ijcis.2016.119","title":"Automatic Diacritics Restoration for Dialectal Arabic Text","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Natural Language Processing Techniques","field":"Computer Science","cited_by":7,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Arabic; Linguistics; Natural language processing; Artificial intelligence; Computer science; Philosophy","authors":[{"name":"Ayman A. Zayyan","is_ca":false},{"name":"Mohamed Elmahdy","is_ca":false},{"name":"Husniza Husni","is_ca":false},{"name":"Jihad Jaam","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01376920173908248,"gpt":0.3163899634614012,"spread":0.3026207617223188,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006064528,0.001374084,0.0008987859,0.003199238,0.001327405,0.001385788,0.0008042253,0.0008348408,0.008391187],"category_scores_gemma":[0.001524685,0.0003555338,0.0008665728,0.001396247,0.0005561991,0.001232036,0.001031419,0.001391285,0.009138676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003443778,"about_ca_system_score_gemma":0.0009729341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002303916,"about_ca_topic_score_gemma":0.004039113,"domain_scores_codex":[0.9994179,0.00007712914,0.00004972566,0.0002458576,0.0001360007,0.00007333538],"domain_scores_gemma":[0.9988809,0.0002153658,0.0001102201,0.0002179153,0.0005006855,0.00007483098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001261568,0.0001594537,0.001542046,0.0007628769,0.00005324411,0.0005488289,0.0003788872,0.001834147,0.1758851,0.002749786,0.01584445,0.7989795],"study_design_scores_gemma":[0.0002114877,0.0005910737,0.0157393,0.0002100882,0.0004326858,0.002347485,0.002427163,0.42007,0.4242622,0.01064104,0.1228926,0.0001749915],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2688718,0.004818162,0.6413746,0.001187224,0.002404217,0.0005984323,0.005780913,0.05639967,0.01856503],"genre_scores_gemma":[0.457444,0.001469302,0.510147,0.0001649308,0.0004179299,0.0001697486,0.008282709,0.002428644,0.01947564],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008391187,"threshold_uncertainty_score":0.02807128,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2573803996","doi":"10.21700/ijcis.2016.122","title":"An Expert System to Determine the Probability of Success and Readiness in Entrepreneurship","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Expert system; Computer science; Business; Artificial intelligence","authors":[{"name":"Ruqaya Al-Lamki","is_ca":false},{"name":"Marwah Al-Sumri","is_ca":false},{"name":"Sharifah Al-Ismaili","is_ca":false},{"name":"Kamla Ali Al‐Busaidi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02546894927634276,"gpt":0.2875565358902007,"spread":0.2620875866138579,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002436872,0.0004688451,0.0007043097,0.00253487,0.000411672,0.0006466395,0.0006179576,0.001132844,0.005738027],"category_scores_gemma":[0.01549962,0.00020952,0.0003578142,0.0008216305,0.0001217975,0.0007424127,0.0004876095,0.0004284467,0.00125561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000306246,"about_ca_system_score_gemma":0.0006623581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003549108,"about_ca_topic_score_gemma":0.004096058,"domain_scores_codex":[0.9990777,0.0003025037,0.0001594155,0.0001991651,0.0001956369,0.00006551523],"domain_scores_gemma":[0.9821262,0.01492288,0.0004590373,0.0004070001,0.001764952,0.0003198713],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004273949,0.002106147,0.2067089,0.0004393369,0.0004250537,0.0008850702,0.0005320532,0.04277819,0.01238026,0.001361224,0.01469346,0.7134164],"study_design_scores_gemma":[0.0004789261,0.001275149,0.101869,0.0001325464,0.0003617034,0.000937985,0.0003480228,0.8786486,0.009009905,0.003154483,0.003685422,0.00009810917],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7279139,0.0003306757,0.2481626,0.0004272216,0.0001457484,0.001139825,0.004498734,0.00755705,0.009824293],"genre_scores_gemma":[0.8658267,0.0000957302,0.1285586,0.0001394587,0.00004319171,0.0005467372,0.001973876,0.00005275543,0.002762973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005738027,"threshold_uncertainty_score":0.01919562,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2526282643","doi":"10.21700/ijcis.2016.105","title":"Integrated Broadband Powerline and Visible Light Communication (VLC) using OFDM and Turbo Coding","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Visible light communication; Broadband; Orthogonal frequency-division multiplexing; Coding (social sciences); Turbo code; Computer science; Turbo; Electronic engineering; Telecommunications; Optoelectronics; Physics; Mathematics; Decoding methods; Engineering; Statistics; Light-emitting diode","authors":[{"name":"Nader Nassar","is_ca":false},{"name":"Nidhal Abdulaziz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01608006092184784,"gpt":0.2752470924660452,"spread":0.2591670315441973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003567777,0.0003070295,0.0003831268,0.0005283746,0.0003797252,0.0005658109,0.0004799551,0.0006919262,0.001143095],"category_scores_gemma":[0.001039176,0.0001698217,0.0003327302,0.0007846009,0.0003979474,0.001007258,0.0005804863,0.0005322881,0.0005689698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000379516,"about_ca_system_score_gemma":0.0006093134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00128656,"about_ca_topic_score_gemma":0.00162173,"domain_scores_codex":[0.9994118,0.000109951,0.00002315979,0.0000826097,0.0003111533,0.0000613311],"domain_scores_gemma":[0.9993466,0.0001837581,0.000109963,0.0001037544,0.0002330889,0.00002282191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0008270962,0.0002676655,0.004204353,0.0006553714,0.0002065741,0.001136699,0.0004333183,0.07439173,0.3213329,0.03336244,0.003139504,0.5600424],"study_design_scores_gemma":[0.00008037269,0.001828563,0.002591458,0.000141951,0.0001868643,0.003666358,0.0001183952,0.698145,0.2562018,0.006398497,0.03049289,0.0001477209],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.177311,0.003179918,0.8010242,0.0004264998,0.0002076561,0.0001383742,0.00009403366,0.00123094,0.01638738],"genre_scores_gemma":[0.7916027,0.001515449,0.1959038,0.0001975214,0.00008818214,0.0000878981,0.0001283847,0.0000494507,0.01042662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00128656,"threshold_uncertainty_score":0.003824055,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2526831436","doi":"10.21700/ijcis.2016.107","title":"Dimming Control in Visible Light Communication using RPO-OFDM and Concatenated RS-CC","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Visible light communication; Orthogonal frequency-division multiplexing; Computer science; Control (management); Computer network; Optics; Physics; Artificial intelligence; Light-emitting diode; Channel (broadcasting)","authors":[{"name":"Afrah Ali","is_ca":false},{"name":"Nidhal Abdulaziz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01217534165904162,"gpt":0.2705846589154376,"spread":0.258409317256396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002479898,0.0002896446,0.0001875165,0.0003898916,0.0003802088,0.0005063564,0.0004960201,0.0003316856,0.0009876188],"category_scores_gemma":[0.0007414547,0.0001229243,0.0001545221,0.0003212846,0.0003227406,0.0004819485,0.0002482003,0.0003266132,0.0002433792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004200169,"about_ca_system_score_gemma":0.0003832289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000874894,"about_ca_topic_score_gemma":0.001898399,"domain_scores_codex":[0.9997358,0.00004797456,0.00001271664,0.00006152535,0.0001060731,0.00003588112],"domain_scores_gemma":[0.999719,0.0000731957,0.00005576257,0.00004305075,0.00009593584,0.00001311021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000748262,0.0002233034,0.002972757,0.0003747339,0.00007684543,0.0007479659,0.0004001955,0.03970397,0.5045779,0.03228653,0.001909537,0.415978],"study_design_scores_gemma":[0.00005310083,0.001018713,0.002701209,0.00009776859,0.00009634173,0.001337623,0.0001071961,0.5653861,0.3993158,0.005430442,0.02438439,0.00007131883],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3919956,0.002808489,0.5828656,0.0005521247,0.0002291298,0.0002077436,0.0001167742,0.001246492,0.01997809],"genre_scores_gemma":[0.9443115,0.0003712179,0.05187035,0.00006828408,0.00004260422,0.00003014208,0.00003554322,0.00001717326,0.003253183],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0009876188,"threshold_uncertainty_score":0.003303885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2991728089","doi":"10.21700/ijcis.2016.101","title":"An Educational Board for Teaching Microcontroller System Design Laboratory","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Microcontroller; Computer science; Embedded system; Engineering; Software engineering","authors":[{"name":"Abdallah Kassem","is_ca":false},{"name":"Mustapha Hamad","is_ca":false},{"name":"Charly Bechara","is_ca":false},{"name":"Manar Khattar","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00648012722711208,"gpt":0.2719293292568317,"spread":0.2654492020297197,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001146761,0.001875206,0.0007991357,0.001579936,0.0007004217,0.0008982362,0.001799084,0.0008895505,0.1064319],"category_scores_gemma":[0.002976173,0.0007106768,0.0005415244,0.0005755369,0.0002715926,0.001159764,0.0018379,0.001578713,0.03548468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005853491,"about_ca_system_score_gemma":0.001988272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006207293,"about_ca_topic_score_gemma":0.001276945,"domain_scores_codex":[0.9993153,0.0001240839,0.0000525746,0.0001572389,0.0002660858,0.00008469745],"domain_scores_gemma":[0.9974988,0.0004964063,0.0001115942,0.0003402755,0.0007460486,0.0008069535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009044173,0.004791281,0.004402453,0.0005789149,0.00002636597,0.0006422669,0.0004607619,0.002218333,0.1121735,0.007118195,0.1124542,0.7542292],"study_design_scores_gemma":[0.001340305,0.004454846,0.02103861,0.0004211692,0.0002563694,0.003116857,0.0006274552,0.05304537,0.1293798,0.007512755,0.7786265,0.0001801032],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.06216478,0.0005981183,0.7760779,0.001684449,0.002116614,0.005272263,0.001255372,0.0533477,0.09748277],"genre_scores_gemma":[0.127196,0.0005988155,0.6028302,0.0009340062,0.0004532217,0.002614586,0.00184311,0.00209691,0.2614331],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1064319,"threshold_uncertainty_score":0.3560503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2992997256","doi":"10.21700/ijcis.2016.116","title":"HeuristicIoT: A Framework for Augmenting Heuristic Search Algorithms by Internet-of-Things Data","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"IoT and Edge/Fog Computing","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Heuristic; The Internet; Algorithm; Theoretical computer science; Information retrieval; Artificial intelligence; World Wide Web","authors":[{"name":"Mohammed Anas","is_ca":false},{"name":"Sherif Khatab","is_ca":false},{"name":"Amr Badr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04543228286497257,"gpt":0.3523538146347624,"spread":0.3069215317697898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002458737,0.001318109,0.001548953,0.001630626,0.0006763012,0.002149024,0.003769663,0.001537905,0.006141098],"category_scores_gemma":[0.01018569,0.0006859216,0.001699304,0.001857716,0.0009203605,0.002480569,0.002644949,0.002200097,0.001104107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009580453,"about_ca_system_score_gemma":0.002371168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006366646,"about_ca_topic_score_gemma":0.008533378,"domain_scores_codex":[0.9985194,0.0006304897,0.0001000456,0.0001752633,0.0004289745,0.0001458768],"domain_scores_gemma":[0.9972867,0.001614882,0.0001486497,0.0004729671,0.0003665582,0.0001103296],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001856741,0.0001872683,0.0007208826,0.0003744708,0.0001867898,0.0001578677,0.000124829,0.7241933,0.0009799899,0.07479899,0.008874511,0.1892154],"study_design_scores_gemma":[0.00002923783,0.00003077446,0.00003801563,0.00002485444,0.00001997796,0.00002600102,0.00001405487,0.9705857,0.0003784965,0.02439133,0.004451439,0.00001006082],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.002261179,0.0002966933,0.992126,0.0001729229,0.0001296212,0.0001112989,0.0001362316,0.001703744,0.003062327],"genre_scores_gemma":[0.1128987,0.000503347,0.8824499,0.0002280951,0.0001414555,0.0004251441,0.0004746553,0.0005657349,0.002313101],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.006366646,"threshold_uncertainty_score":0.02054399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2527312902","doi":"10.21700/ijcis.2016.114","title":"Practical EA Model Development: A Case Study of An Educational Institution in Bahrain","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Information Technology Governance and Strategy","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Enterprise architecture; Dashboard; Knowledge management; Process management; Information and Communications Technology; Business intelligence; Business process; Architecture; Engineering management; Software engineering; Business; Engineering; World Wide Web; Operations management","authors":[{"name":"Ehab Juma Adwan","is_ca":false},{"name":"Ali Al-Soufi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.036659994809718,"gpt":0.3371381304404109,"spread":0.3004781356306929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001892734,0.0004296403,0.0002218113,0.0009129943,0.002748662,0.002812775,0.001426841,0.00160482,0.003820603],"category_scores_gemma":[0.002848285,0.0002548995,0.0004720254,0.001283101,0.001125649,0.001607372,0.001612319,0.001086253,0.0005452452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004993677,"about_ca_system_score_gemma":0.00356684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03618724,"about_ca_topic_score_gemma":0.07179411,"domain_scores_codex":[0.9987342,0.0007854764,0.00005497977,0.0001010509,0.0001554992,0.0001687948],"domain_scores_gemma":[0.9985315,0.0007760377,0.00008721629,0.0001394651,0.000292476,0.0001733478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007219398,0.005106037,0.08881082,0.001234605,0.0001195567,0.03509158,0.1270211,0.2447941,0.01683121,0.2193969,0.01518666,0.2456854],"study_design_scores_gemma":[0.0001759475,0.001113654,0.03836939,0.0007447093,0.0001657485,0.00324212,0.2557849,0.423793,0.01550603,0.03108657,0.2298242,0.0001937208],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9095967,0.0002749519,0.04833354,0.001728565,0.00004772942,0.0004457381,0.0004663149,0.0002314543,0.03887505],"genre_scores_gemma":[0.9516247,0.0003672338,0.03727429,0.0001072304,0.000006560031,0.0001709473,0.0003725128,0.0000708197,0.01000567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03618724,"threshold_uncertainty_score":0.07195318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2574354056","doi":"10.21700/ijcis.2016.127","title":"Stream Cipher with Space-Time Block Code","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Coding theory and cryptography","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Stream cipher; Block cipher; CBC-MAC; Computer science; Transposition cipher; Block (permutation group theory); Code (set theory); Stream cipher attack; Arithmetic; Parallel computing; Algorithm; Mathematics; Programming language; Cryptography; Computer security; Running key cipher; Cipher; Encryption; Combinatorics","authors":[{"name":"Hanaa Mohsin Ahmed","is_ca":false},{"name":"Anwar Abbas Hattab","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007954300909816695,"gpt":0.2482061534531479,"spread":0.2402518525433312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000564892,0.0006418928,0.0005851926,0.0008130446,0.0005853137,0.001118636,0.00041078,0.0008019285,0.003273815],"category_scores_gemma":[0.001810552,0.0002241606,0.000493501,0.001061914,0.0007051536,0.001425885,0.001032773,0.001040817,0.001422125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005479353,"about_ca_system_score_gemma":0.001570153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006227099,"about_ca_topic_score_gemma":0.0005038139,"domain_scores_codex":[0.9992617,0.0001626472,0.00005715141,0.00009949481,0.0002990695,0.0001199121],"domain_scores_gemma":[0.9991711,0.0002152682,0.000124332,0.0002181539,0.0002193578,0.00005170177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002270557,0.0002487703,0.001680894,0.0006561936,0.0001715324,0.001170323,0.0002762538,0.08299171,0.1627606,0.5565813,0.0160972,0.1750947],"study_design_scores_gemma":[0.0004934025,0.001231617,0.001487623,0.0001903391,0.0002391277,0.002582759,0.00006903975,0.5838295,0.1665989,0.1901045,0.05302727,0.0001458933],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.109253,0.002551967,0.8505909,0.001685114,0.001094065,0.0004241609,0.0008873068,0.001655792,0.03185764],"genre_scores_gemma":[0.8608442,0.00184377,0.1136627,0.0004879121,0.0005669317,0.0002607693,0.0006923283,0.0001258553,0.02151547],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.003273815,"threshold_uncertainty_score":0.010952,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2526366860","doi":"10.21700/ijcis.2016.112","title":"The Impact of Mobile Device Preference on the Quality of Experience","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Preference; Quality (philosophy); Psychology; Computer science; Business; Economics; Microeconomics; Physics","authors":[{"name":"Abubkr Elmnsi","is_ca":false},{"name":"Niemah Izzeldin Osman","is_ca":false},{"name":"Is-Haka Mkwawa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2198131207754281,"gpt":0.495958828485933,"spread":0.276145707710505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001792414,0.0002277437,0.0003136281,0.0007522894,0.0003623069,0.002316533,0.0002872243,0.0008138732,0.007581193],"category_scores_gemma":[0.02970828,0.0001688503,0.0006935903,0.0009019683,0.0003745649,0.001000948,0.0005299539,0.0007817924,0.0005797194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003974582,"about_ca_system_score_gemma":0.0004556092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002462089,"about_ca_topic_score_gemma":0.002749786,"domain_scores_codex":[0.9981833,0.0007633796,0.0001691476,0.0001659795,0.0004438513,0.0002743142],"domain_scores_gemma":[0.9375305,0.05061317,0.004719879,0.001291435,0.002958353,0.002886647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00403254,0.0009913569,0.9541556,0.0002169444,0.0004033867,0.000443575,0.001329174,0.00125746,0.00688319,0.0004200413,0.0003077371,0.02955889],"study_design_scores_gemma":[0.00004284198,0.001648236,0.9922426,0.00002332553,0.0002261621,0.0003349446,0.001389524,0.002586446,0.0008522498,0.0002479429,0.0003701055,0.00003570305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971692,0.0001527747,0.0002415884,0.00007438,0.000007693604,0.00001104758,0.0001012142,0.000006156914,0.002235809],"genre_scores_gemma":[0.9995709,0.00003324324,0.0001017138,0.00001180631,0.000005269836,0.000003155767,0.00003743389,0.000003553536,0.0002329628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007581193,"threshold_uncertainty_score":0.02536166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2574674378","doi":"10.21700/ijcis.2016.130","title":"A Prototype Hybrid Algorithm to Detect Face Oval Based on Facial Expression Recognition","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Face recognition and analysis","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Artificial intelligence; Facial expression; Face (sociological concept); Computer science; Facial recognition system; Computer vision; Facial expression recognition; Three-dimensional face recognition; Pattern recognition (psychology); Face detection; Speech recognition","authors":[{"name":"Mohamed Abdulhamed","is_ca":false},{"name":"Zainab Mutlaq Ibrahim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01947388318638007,"gpt":0.2882721506473909,"spread":0.2687982674610109,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003743821,0.0006403762,0.0008270228,0.0009011539,0.0003831086,0.0006347277,0.001508322,0.0008254671,0.004641044],"category_scores_gemma":[0.000447732,0.0003449091,0.0005642849,0.0006092042,0.0001947433,0.000843805,0.0005686141,0.0004427736,0.001855168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002580851,"about_ca_system_score_gemma":0.0005047484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001626328,"about_ca_topic_score_gemma":0.002135987,"domain_scores_codex":[0.9995925,0.00003870944,0.00001723431,0.000117353,0.0001935974,0.00004049818],"domain_scores_gemma":[0.9997271,0.00004056421,0.00001394351,0.00004003282,0.0001588498,0.00001947785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004287336,0.0001246577,0.001419181,0.00009673937,0.00007062406,0.00008568769,0.00004546042,0.003296364,0.2185924,0.001171111,0.003313033,0.771356],"study_design_scores_gemma":[0.0001155898,0.0007616819,0.009981825,0.00003190197,0.0001877626,0.001977157,0.0001095553,0.7452673,0.2255468,0.00145242,0.01446484,0.000103206],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02801315,0.0004422645,0.9669979,0.00007365628,0.000162115,0.0001312482,0.00008296995,0.002078447,0.002018263],"genre_scores_gemma":[0.189397,0.0003591597,0.7999663,0.000176859,0.00007930295,0.0002312863,0.0003972392,0.0001646566,0.009228234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004641044,"threshold_uncertainty_score":0.01552588,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2524418476","doi":"10.21700/ijcis.2016.111","title":"Framework for Visualizing Browsing Patterns Captured in Computer Logs Using Data Mining Techniques","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Data Mining Algorithms and Applications","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer science; Data mining; Visualization; Data science; Information retrieval","authors":[{"name":"Rachael Fernandez","is_ca":false},{"name":"Noora Fetais","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08163730197639742,"gpt":0.4007570484119151,"spread":0.3191197464355177,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001406272,0.00176424,0.0009561113,0.008258399,0.001070028,0.00639435,0.001760371,0.00121133,0.003207142],"category_scores_gemma":[0.002789157,0.0005821962,0.001560007,0.004871038,0.0006164026,0.003057446,0.001637052,0.001652153,0.001443854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008938144,"about_ca_system_score_gemma":0.002047036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01457818,"about_ca_topic_score_gemma":0.02025694,"domain_scores_codex":[0.9995226,0.00007795625,0.00008183187,0.0001078138,0.0001562669,0.00005363867],"domain_scores_gemma":[0.9987056,0.000374349,0.0001340022,0.0002241625,0.0003719456,0.0001898528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005916798,0.0008954426,0.01741049,0.002012212,0.0005039669,0.001345405,0.003335431,0.03489311,0.05702542,0.1066789,0.05434537,0.7209626],"study_design_scores_gemma":[0.0001278828,0.0002293864,0.007300832,0.000628477,0.0003569869,0.001442124,0.001626951,0.69372,0.03632245,0.1285777,0.129406,0.0002612228],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006219067,0.0003595615,0.9659197,0.0003690825,0.0000450221,0.0003319888,0.00277606,0.02249915,0.00148033],"genre_scores_gemma":[0.04219324,0.0003837289,0.9531478,0.0000524459,0.00001820207,0.0003019568,0.002477981,0.0003643146,0.001060249],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01457818,"threshold_uncertainty_score":0.02898669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2574472712","doi":"10.21700/ijcis.2016.125","title":"Performance Analysis of Differential BLM detector in AF Relay Networks with Time Varying Channels","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Full-Duplex Wireless Communications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Relay; Differential (mechanical device); Detector; Channel (broadcasting); Computer science; Physics; Telecommunications","authors":[{"name":"Omar Gatera","is_ca":false},{"name":"Hacı İlhan","is_ca":false},{"name":"A.H. Kayran","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008503869690719057,"gpt":0.2311080344872788,"spread":0.2226041647965597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002601675,0.001048806,0.001107845,0.0007752226,0.0007260401,0.001672716,0.001156817,0.0013959,0.002336747],"category_scores_gemma":[0.008636617,0.0004201645,0.0004899732,0.0008159015,0.0009445291,0.001349255,0.001239734,0.0007375625,0.0003807171],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002047374,"about_ca_system_score_gemma":0.001679158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003171579,"about_ca_topic_score_gemma":0.002997229,"domain_scores_codex":[0.9977145,0.000832813,0.00007681702,0.000343519,0.0006228012,0.00040955],"domain_scores_gemma":[0.9937963,0.004336708,0.0004020516,0.0002968957,0.001055864,0.0001120123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.002091081,0.0001783028,0.007447263,0.0005509446,0.0002943178,0.0006307313,0.0003548643,0.8178245,0.05486562,0.04663862,0.001500904,0.06762277],"study_design_scores_gemma":[0.0000173174,0.0001431984,0.0005506763,0.00001562323,0.00003866867,0.0002145355,0.00003499575,0.991268,0.00477267,0.002672735,0.0002571337,0.00001440809],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2264044,0.002826278,0.7560843,0.0009227062,0.0001255597,0.00008854199,0.0002238044,0.0006645173,0.01265998],"genre_scores_gemma":[0.9750695,0.0005159181,0.0223205,0.0001172107,0.00005098492,0.00002605103,0.00008298003,0.00003050162,0.001786282],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003171579,"threshold_uncertainty_score":0.01485479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2573511373","doi":"10.21700/ijcis.2016.123","title":"Firefighter Advisory System","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Cognitive and psychological constructs research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Advisory committee; Aeronautics; Business; Engineering; Political science; Public administration","authors":[{"name":"Maya Al-Darai","is_ca":false},{"name":"Shadha Al-Shamsi","is_ca":false},{"name":"Tamadher Al-Harrasi","is_ca":false},{"name":"Kamla Ali Al‐Busaidi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0488455140429415,"gpt":0.3980180628118917,"spread":0.3491725487689502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006837213,0.0006936209,0.0003861453,0.001445955,0.001595061,0.001585264,0.0007893073,0.0007464635,0.2073773],"category_scores_gemma":[0.002027236,0.0003132119,0.0002405873,0.0006335268,0.000158135,0.001031327,0.001097654,0.0007366739,0.1039279],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000523273,"about_ca_system_score_gemma":0.001042497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004625727,"about_ca_topic_score_gemma":0.005801889,"domain_scores_codex":[0.999329,0.00009126942,0.00003542703,0.0001712069,0.0002654771,0.0001078371],"domain_scores_gemma":[0.9983578,0.0002233763,0.0001073254,0.0003744536,0.0005809587,0.0003561114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001162202,0.0009945201,0.01209979,0.0002109134,0.00003116612,0.0005994547,0.0004395285,0.001571783,0.01940893,0.002191195,0.6718171,0.2894735],"study_design_scores_gemma":[0.0003247196,0.0006047678,0.02630607,0.0000959291,0.00009084603,0.0005415122,0.000631666,0.04142594,0.02183455,0.002135224,0.9058875,0.0001213018],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.137135,0.0006467995,0.05945576,0.002988745,0.002887611,0.002339743,0.01306074,0.1444209,0.6370646],"genre_scores_gemma":[0.3948292,0.000318931,0.0145199,0.001214122,0.0006241555,0.0003597207,0.0115043,0.001763495,0.5748662],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2073773,"threshold_uncertainty_score":0.693746,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2525641726","doi":"10.21700/ijcis.2016.115","title":"Performance Evaluation for Wi-Fi Offloading Schemes in LTE Networks","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Advanced MIMO Systems Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Computer network; Computer science; LTE Advanced; Telecommunications link","authors":[{"name":"Thamary Alruhaili","is_ca":false},{"name":"Ghadah Aldabbagh","is_ca":false},{"name":"Fatma Bouabdallah","is_ca":false},{"name":"Nikos Dimitriou","is_ca":false},{"name":"Moe Z. Win","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0162692570154301,"gpt":0.2925407386480455,"spread":0.2762714816326154,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002349391,0.001324222,0.0008498245,0.001163769,0.001080439,0.001378462,0.0008185121,0.0008485346,0.00254684],"category_scores_gemma":[0.007081822,0.0001663434,0.0004118538,0.001407295,0.0007608373,0.0009995311,0.0009313764,0.0003681077,0.0002476264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002129992,"about_ca_system_score_gemma":0.001239879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01063018,"about_ca_topic_score_gemma":0.01078968,"domain_scores_codex":[0.997264,0.0009313965,0.0001374067,0.0001550923,0.0007388418,0.0007731998],"domain_scores_gemma":[0.9945359,0.003287564,0.0003445154,0.0003754142,0.00129243,0.0001641663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.004503986,0.0004796991,0.00838141,0.0004992102,0.0002174502,0.0003069509,0.0001405841,0.8565972,0.02884982,0.004624716,0.001891613,0.09350737],"study_design_scores_gemma":[0.0000771514,0.001336524,0.005468462,0.00003735305,0.0001620289,0.0002976167,0.0002236867,0.9767354,0.01395812,0.0009715073,0.0006901901,0.0000420572],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9321527,0.00272715,0.04958053,0.0003613669,0.0001362988,0.0001953766,0.000410123,0.0005441075,0.01389222],"genre_scores_gemma":[0.9945905,0.0002703868,0.004176062,0.00003182342,0.00001821438,0.00002181612,0.0001233256,0.00001738738,0.0007504255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01063018,"threshold_uncertainty_score":0.02113664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2525009942","doi":"10.21700/ijcis.2016.117","title":"Mining Sequence Pattern on Hotspot Data to Identify Fire Spot in Peatland","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Hotspot (geology); Peat; Environmental science; Geography; Data mining; Computer science; Geology; Geophysics; Archaeology","authors":[{"name":"Imas Sukaesih Sitanggang","is_ca":false},{"name":"Erna Fatayati","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04199802102161807,"gpt":0.3363650599997308,"spread":0.2943670389781127,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002848447,0.0003684439,0.0003127076,0.004182431,0.0003109865,0.0003413082,0.0003513937,0.0003891098,0.0008668619],"category_scores_gemma":[0.000971971,0.0001219654,0.0004083577,0.002557588,0.0001640909,0.0004847398,0.0003781107,0.0002783784,0.0004460117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002158508,"about_ca_system_score_gemma":0.0007117209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008831179,"about_ca_topic_score_gemma":0.02032064,"domain_scores_codex":[0.9997492,0.00001492232,0.00003819023,0.00008075201,0.000067316,0.00004958154],"domain_scores_gemma":[0.9992404,0.0002047926,0.0001702843,0.00007301373,0.000180513,0.0001309808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001252047,0.0005239651,0.7168729,0.000650475,0.0003515616,0.003003144,0.0006905486,0.01309827,0.0523491,0.0008807672,0.009386016,0.2009411],"study_design_scores_gemma":[0.00006214964,0.000610959,0.6518447,0.000167901,0.0003408918,0.00307422,0.001998757,0.2959556,0.02669426,0.003083994,0.01610325,0.00006330403],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9757001,0.000450787,0.006788695,0.00009133897,0.00004056944,0.00005027217,0.01554018,0.00046665,0.0008714342],"genre_scores_gemma":[0.9370325,0.0003377847,0.01773024,0.00003637767,0.00004106847,0.00006312578,0.04377725,0.00003246646,0.0009492308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008831179,"threshold_uncertainty_score":0.01755953,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2526698206","doi":"10.21700/ijcis.2016.113","title":"Quality of Protection and Quality of Experience in Multimedia Communications","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Image and Video Quality Assessment","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Multimedia; Computer science","authors":[{"name":"Nada Adam","is_ca":false},{"name":"Niemah Izzeldin Osman","is_ca":false},{"name":"Is-Haka Mkwawa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1564057367700523,"gpt":0.4534516663575191,"spread":0.2970459295874668,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002486619,0.0002531231,0.000273417,0.00115121,0.0002547153,0.001810051,0.0004655318,0.0006614232,0.002185905],"category_scores_gemma":[0.01663866,0.0001568181,0.0002627145,0.001084636,0.0006829642,0.001723856,0.0006984067,0.0004847412,0.0002160693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007212153,"about_ca_system_score_gemma":0.0002815113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001168077,"about_ca_topic_score_gemma":0.0006620034,"domain_scores_codex":[0.9979939,0.0007533425,0.0001568595,0.0001653553,0.000776064,0.0001545708],"domain_scores_gemma":[0.9845639,0.008943895,0.003025776,0.0007002454,0.002200618,0.0005654187],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.004531381,0.001009972,0.4547482,0.0009018961,0.0006573842,0.001341783,0.003693788,0.054404,0.04354724,0.05777269,0.002758473,0.3746333],"study_design_scores_gemma":[0.0001607131,0.00482535,0.687722,0.0004158893,0.0007759915,0.004638352,0.004396675,0.205618,0.02970716,0.05062925,0.01089456,0.0002160405],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9153777,0.005139408,0.06341971,0.0005063764,0.0000886197,0.00006801256,0.0002308816,0.0000613657,0.01510794],"genre_scores_gemma":[0.997363,0.0002816237,0.00170805,0.00002115312,0.00003627211,0.000005354108,0.00004268766,0.000008571594,0.0005332019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002486619,"threshold_uncertainty_score":0.01315063,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2579810741","doi":"10.21700/ijcis.2016.128","title":"Virus Recognition Based on Combination of Hashing and Neural Networks","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Algorithms and Data Compression","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Artificial neural network; Computer science; Artificial intelligence; Hash function; Pattern recognition (psychology); Computer security","authors":[{"name":"Mohamed H. Al-Meer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0195956536982333,"gpt":0.2763916870543374,"spread":0.2567960333561041,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006481737,0.000484598,0.001132995,0.001548536,0.000434116,0.000677223,0.0008120443,0.0005884983,0.00134801],"category_scores_gemma":[0.001472763,0.0002666092,0.0005955725,0.001173263,0.0003195927,0.001591139,0.0007767362,0.0004986592,0.0007175835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004219247,"about_ca_system_score_gemma":0.0005475268,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620635,"about_ca_topic_score_gemma":0.002068273,"domain_scores_codex":[0.9992841,0.0001236587,0.00004854688,0.0001614265,0.0002917245,0.00009052632],"domain_scores_gemma":[0.9991331,0.0002577047,0.0001008448,0.0001266463,0.0003279916,0.0000536658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005932333,0.0003406575,0.008733023,0.0002670846,0.0002750831,0.0001696728,0.00008821824,0.04437111,0.08114924,0.004542632,0.004139878,0.8553302],"study_design_scores_gemma":[0.00002528834,0.0002172695,0.003665966,0.00001433281,0.00006850511,0.0004327053,0.00004679516,0.9669619,0.02365601,0.003492334,0.001373721,0.00004522137],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1810446,0.002007059,0.8098044,0.0002493322,0.0005133614,0.0002632247,0.000375278,0.001702856,0.004039855],"genre_scores_gemma":[0.7699446,0.0005885625,0.2253457,0.000132508,0.0001565593,0.0001066434,0.0005251243,0.00004041161,0.003159823],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001620635,"threshold_uncertainty_score":0.004509568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2571602474","doi":"10.21700/ijcis.2016.126","title":"Application of FPTRNG and Logistic Map in Cryptography","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Chaos-based Image/Signal Encryption","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Cryptography; Computer science; Logistic map; Computer security; Encryption","authors":[{"name":"Hanaa Mohsin Ahmed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01401881519379929,"gpt":0.2918061923933357,"spread":0.2777873771995364,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007281312,0.0003922222,0.0005139724,0.001383875,0.000612943,0.00106138,0.0005475393,0.0008786232,0.001913747],"category_scores_gemma":[0.002513627,0.0002094297,0.0006111676,0.001499509,0.001374937,0.001991666,0.001118633,0.001260937,0.0005725092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007170918,"about_ca_system_score_gemma":0.0007718053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007151261,"about_ca_topic_score_gemma":0.0003026279,"domain_scores_codex":[0.9992496,0.0002627094,0.00004592063,0.0001101443,0.0002545409,0.00007708387],"domain_scores_gemma":[0.9992185,0.0003575122,0.0000530397,0.0001894117,0.0001474216,0.00003417349],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002561228,0.00008207047,0.001759513,0.0004037178,0.00006801163,0.0007419022,0.0003824912,0.07079025,0.01937111,0.6604348,0.003061982,0.2426481],"study_design_scores_gemma":[0.00003550686,0.0001793896,0.000776457,0.00008109887,0.00004527218,0.001837352,0.0001002011,0.5094231,0.01876386,0.4387348,0.02994098,0.00008187396],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06804784,0.01051607,0.8811937,0.0015073,0.0006236503,0.00009361783,0.00008817483,0.0005552598,0.03737444],"genre_scores_gemma":[0.8358256,0.006980234,0.1443099,0.0001550029,0.0004969442,0.00006364613,0.00008095753,0.00007449918,0.01201324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001913747,"threshold_uncertainty_score":0.006402135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2524390134","doi":"10.21700/ijcis.2016.106","title":"Energy Efficiency of Visible Light Communication using SEE-OFDM","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Optical Wireless Communication Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Visible light communication; Orthogonal frequency-division multiplexing; Energy (signal processing); Light energy; Computer science; Telecommunications; Environmental science; Optoelectronics; Physics; Optics; Light-emitting diode","authors":[{"name":"Samavia Rizwan","is_ca":false},{"name":"Nidhal Abdulaziz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01415919256011446,"gpt":0.2729770343805782,"spread":0.2588178418204638,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002028519,0.0001416077,0.0001905908,0.0001821763,0.0001622276,0.0004226841,0.000243864,0.00023784,0.001520066],"category_scores_gemma":[0.0003395594,0.00007090997,0.0001192217,0.0002635108,0.0001969199,0.000412568,0.0001716771,0.0002302486,0.0002801763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001818313,"about_ca_system_score_gemma":0.0001307523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001710872,"about_ca_topic_score_gemma":0.0002601812,"domain_scores_codex":[0.9998626,0.00002510861,0.000004193721,0.00001800347,0.00007177131,0.00001834218],"domain_scores_gemma":[0.9998206,0.00008752349,0.00002863086,0.00002019391,0.00003774573,0.00000527252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005406722,0.000212601,0.004196352,0.0002872223,0.00004443953,0.0003737242,0.0001672975,0.03858601,0.6104292,0.05783366,0.001546976,0.2857819],"study_design_scores_gemma":[0.00003951182,0.0009381659,0.006900576,0.0000659518,0.00005702392,0.001376361,0.0001567321,0.4016668,0.557858,0.008891212,0.02199821,0.00005149305],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5635561,0.002742656,0.3848816,0.000599962,0.0001183391,0.0000374766,0.000103018,0.0003416173,0.04761923],"genre_scores_gemma":[0.9782235,0.0007591225,0.01735114,0.00003981153,0.00002504883,0.000006981576,0.00003772416,0.00001486046,0.003541808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001520066,"threshold_uncertainty_score":0.005085111,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2573517006","doi":"10.21700/ijcis.2016.124","title":"Audio-Textual Classification System Design for Arabic News Videos","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Handwritten Text Recognition Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Arabic; Computer science; Multimedia; Audio visual; Natural language processing; Speech recognition; Linguistics","authors":[{"name":"Amal Dandashi","is_ca":false},{"name":"Jihad Jihad Al Ja’am","is_ca":false},{"name":"Sebti Foufou","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04278800917725355,"gpt":0.3099066852825845,"spread":0.267118676105331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004664311,0.0005590279,0.0005208309,0.001019849,0.0005803303,0.00105873,0.0009686808,0.0007523409,0.007886461],"category_scores_gemma":[0.001234493,0.0002872662,0.0003743273,0.000473675,0.0001749848,0.0007706423,0.000357361,0.0004818903,0.004419272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004816798,"about_ca_system_score_gemma":0.0005422113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003459367,"about_ca_topic_score_gemma":0.004533861,"domain_scores_codex":[0.9996581,0.00003309027,0.00003463309,0.0001040468,0.0001087408,0.00006134937],"domain_scores_gemma":[0.9992332,0.0001117844,0.0000438681,0.00003782698,0.000516919,0.00005629221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001206002,0.0002608666,0.001630344,0.0003296602,0.0000614776,0.0002217934,0.0001056013,0.004068811,0.3582899,0.001135646,0.006908535,0.6257815],"study_design_scores_gemma":[0.000149917,0.0008439919,0.006731765,0.00005636879,0.0002658123,0.0007571594,0.0002602069,0.516252,0.4587257,0.0007526124,0.01513989,0.00006471527],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08502866,0.001037435,0.8970978,0.0003657285,0.0005991608,0.000743161,0.0006669563,0.007491719,0.006969274],"genre_scores_gemma":[0.5781915,0.0007315499,0.3945884,0.0004109517,0.0004873947,0.0008741677,0.001893212,0.0002981256,0.02252472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007886461,"threshold_uncertainty_score":0.02638286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2572849412","doi":"10.21700/ijcis.2016.121","title":"The Development and Acceptance of Autism Advisory Expert System","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Autism Spectrum Disorder Research","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Autism; Advisory committee; Psychology; Engineering ethics; Engineering; Psychiatry; Political science; Public administration","authors":[{"name":"Amal Al-Wahaibi","is_ca":false},{"name":"Mahla Al-Hajry","is_ca":false},{"name":"Zainab M. Al-Bahrani","is_ca":false},{"name":"Kamla Ali Al‐Busaidi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0323770532267409,"gpt":0.3284940545598584,"spread":0.2961170013331175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02545976,0.0004271609,0.0003519137,0.001932706,0.001298026,0.003627555,0.002606875,0.001863981,0.006188718],"category_scores_gemma":[0.09174304,0.0004921957,0.0003310513,0.0005804058,0.000562771,0.004048131,0.002857529,0.001963437,0.002621533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001574874,"about_ca_system_score_gemma":0.004684992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004765026,"about_ca_topic_score_gemma":0.006370624,"domain_scores_codex":[0.9837658,0.006715042,0.001342654,0.001652792,0.005861976,0.0006618085],"domain_scores_gemma":[0.9003256,0.03597719,0.003584044,0.009141834,0.04647183,0.004499554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001573048,0.004923251,0.09365598,0.0004308187,0.0001091673,0.001316973,0.0163357,0.003244508,0.03915979,0.006195781,0.03238282,0.8006721],"study_design_scores_gemma":[0.0008602634,0.006735263,0.1948352,0.001004989,0.0006600273,0.003772463,0.02461007,0.2916362,0.1605423,0.01031721,0.3043443,0.0006817066],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7850042,0.0002747837,0.1414562,0.003905852,0.0005978447,0.003002579,0.0007475592,0.01469024,0.05032075],"genre_scores_gemma":[0.7851915,0.0001228954,0.1853106,0.0008078968,0.00009660267,0.0007478439,0.001766214,0.0008769961,0.0250795],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02545976,"threshold_uncertainty_score":0.1346457,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2525631569","doi":"10.21700/ijcis.2016.104","title":"Automatic Script and Type Identification in Bi-lingual Forms","year":2016,"lang":"en","type":"article","venue":"International Journal of Computing and Information Sciences","topic":"Handwritten Text Recognition Techniques","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Identification (biology); Type (biology); Computer science; Natural language processing; Artificial intelligence; Biology","authors":[{"name":"Afef Kacem Echi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01826649669564782,"gpt":0.3110490505737062,"spread":0.2927825538780583,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003950468,0.000747083,0.000611993,0.002152732,0.0007345838,0.002249891,0.0006847298,0.0005895559,0.01254125],"category_scores_gemma":[0.002092169,0.0003917153,0.0005990949,0.00178752,0.0004684225,0.002327917,0.000996089,0.0009130816,0.01249874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002913295,"about_ca_system_score_gemma":0.000749119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001517168,"about_ca_topic_score_gemma":0.002292556,"domain_scores_codex":[0.9991801,0.0001220567,0.0001289237,0.0002369919,0.00021613,0.0001157397],"domain_scores_gemma":[0.9979286,0.0003910608,0.0002293698,0.0005115315,0.000813071,0.0001263161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009448958,0.0001544453,0.01680567,0.000468879,0.00004841496,0.00153511,0.001115616,0.001896812,0.1416012,0.008607638,0.01791227,0.8089091],"study_design_scores_gemma":[0.00009175371,0.0005629826,0.07347824,0.0003647197,0.0002908541,0.008996039,0.004582633,0.3713472,0.3841109,0.01957576,0.1363346,0.0002642062],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4333562,0.000870583,0.4946906,0.0003804896,0.0008634449,0.0003806315,0.007218058,0.02556673,0.03667316],"genre_scores_gemma":[0.7652304,0.0004121371,0.2006009,0.0001298858,0.0001360286,0.0001265147,0.007864856,0.003260039,0.02223927],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01254125,"threshold_uncertainty_score":0.0419547,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}