{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"f0cf5c4cfd52","filters":{"venue":"Journal of Computer Science Artificial Intelligence and Communications"}},"results":[{"id":"W4414220225","doi":"10.64803/jocsaic.v1i1.5","title":"A Narrative Exploring the Potential of ChatGPT: How AI Models Are Changing the Way We Interact with Technology","year":2025,"lang":"en","type":"article","venue":"Journal of Computer Science Artificial Intelligence and Communications","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Narrative; Focus (optics); Qualitative research; Higher education; Educational research","authors":[{"name":"Muhammad Eka","is_ca":false},{"name":"Munjiat Setiani Asih","is_ca":false},{"name":"Fera Damayanti","is_ca":false},{"name":"Rusmin Saragih","is_ca":true},{"name":"Supiyandi Supiyandi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2043081399819019,"gpt":0.405938100750429,"spread":0.201629960768527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007415621,0.000651984,0.0003417532,0.001540935,0.01021438,0.009434583,0.001548778,0.00272486,0.004189705],"category_scores_gemma":[0.03016468,0.0003887183,0.0005066523,0.001230495,0.01321123,0.01173537,0.008462299,0.005485452,0.0008355468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003551238,"about_ca_system_score_gemma":0.003319328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002828988,"about_ca_topic_score_gemma":0.004831489,"domain_scores_codex":[0.9894248,0.0084782,0.0002465511,0.0003645547,0.0009798949,0.0005060023],"domain_scores_gemma":[0.9758326,0.01733816,0.001530136,0.001210976,0.001560682,0.002527406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005998968,0.00004963833,0.002622804,0.0002712859,0.000008096715,0.001800941,0.9341176,0.0002178954,0.0007820698,0.04063846,0.006722529,0.01270882],"study_design_scores_gemma":[0.00001673637,0.0001478153,0.001962953,0.0008282239,0.00002519405,0.002393791,0.7111126,0.001434975,0.001390695,0.01273211,0.2678834,0.00007151972],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7210618,0.00487233,0.05587735,0.06224053,0.001779829,0.0004301917,0.0004643043,0.0004459461,0.1528278],"genre_scores_gemma":[0.9787827,0.001590624,0.004437003,0.001930322,0.0001423563,0.0001824389,0.00008159352,0.00009499124,0.01275797],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01021438,"threshold_uncertainty_score":0.03921801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414061360","doi":"10.64803/jocsaic.v1i2.19","title":"Visualization and Analysis of Employee Performance Data Using a Power BI-based Business Intelligence Dashboard","year":2024,"lang":"en","type":"article","venue":"Journal of Computer Science Artificial Intelligence and Communications","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Dashboard; Business intelligence; Visualization; Data visualization; Performance management; Productivity; Performance indicator; Key (lock)","authors":[{"name":"Imeldawaty Gultom","is_ca":true},{"name":"Eka Pandu Cynthia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2289929374093452,"gpt":0.3932674033318957,"spread":0.1642744659225506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002584002,0.001102534,0.0005667655,0.005647925,0.0005461156,0.003874625,0.0006609005,0.0004364721,0.005683406],"category_scores_gemma":[0.007819203,0.0002837256,0.0004392141,0.005386432,0.0003018783,0.0022791,0.001428134,0.0009984638,0.001121819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000441139,"about_ca_system_score_gemma":0.0007475601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00424227,"about_ca_topic_score_gemma":0.00314725,"domain_scores_codex":[0.9985008,0.000445936,0.0001726403,0.0001791621,0.0006184527,0.00008297557],"domain_scores_gemma":[0.9934916,0.003085837,0.0005528281,0.0008846055,0.001716073,0.0002689584],"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":[0.001913468,0.001155829,0.05019586,0.001403311,0.0003146068,0.00102682,0.01163163,0.03795057,0.049641,0.0131005,0.04173646,0.78993],"study_design_scores_gemma":[0.0003252449,0.001531347,0.1491856,0.0008356961,0.0002884744,0.0007856563,0.01424361,0.580133,0.0841184,0.02161545,0.1463646,0.0005728967],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.466329,0.0005287504,0.4295355,0.002036779,0.0004214024,0.001585502,0.0253244,0.04296063,0.03127813],"genre_scores_gemma":[0.6605018,0.0007125541,0.3192429,0.0001935922,0.0001043977,0.001168109,0.01092306,0.001119654,0.006033825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005683406,"threshold_uncertainty_score":0.01901287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411972560","doi":"10.62712/jocsaic.v1i1.5","title":"A Narrative Exploring the Potential of ChatGPT: How AI Models Are Changing the Way We Interact with Technology","year":2024,"lang":"en","type":"article","venue":"Journal of Computer Science Artificial Intelligence and Communications","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Narrative; Computer science; Human–computer interaction; Data science; Psychology; Cognitive science; Art; Literature","authors":[{"name":"Muhammad Eka","is_ca":false},{"name":"Munjiat Setiani Asih","is_ca":false},{"name":"Fera Damayanti","is_ca":false},{"name":"Rusmin Saragih","is_ca":true},{"name":"Supiyandi Supiyandi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2373665848680772,"gpt":0.4074676674323512,"spread":0.1701010825642739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00741414,0.0006516494,0.0003411293,0.001539262,0.01020148,0.009426565,0.001549358,0.002724434,0.004182786],"category_scores_gemma":[0.03012963,0.0003885145,0.0005064259,0.001228612,0.01321132,0.01173309,0.008446142,0.005474371,0.0008323332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003551964,"about_ca_system_score_gemma":0.003319933,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002836473,"about_ca_topic_score_gemma":0.004834723,"domain_scores_codex":[0.989441,0.008467487,0.0002460036,0.000364214,0.0009761575,0.000505196],"domain_scores_gemma":[0.9758528,0.0173388,0.001526417,0.001208222,0.001555332,0.00251851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000599955,0.00004964921,0.002625112,0.0002712799,0.00000809936,0.001799676,0.9341547,0.0002183428,0.0007820968,0.04062014,0.006716154,0.01269467],"study_design_scores_gemma":[0.00001676033,0.0001478703,0.001963738,0.0008284473,0.00002528383,0.002386917,0.7114408,0.001438479,0.001392322,0.01272925,0.2675585,0.00007149011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7215839,0.00485704,0.05574997,0.06220284,0.00177316,0.0004294896,0.0004637162,0.000444794,0.1524951],"genre_scores_gemma":[0.9788349,0.001583106,0.004428267,0.001922224,0.0001416893,0.0001821974,0.00008141428,0.00009461024,0.01273164],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01020148,"threshold_uncertainty_score":0.0392102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412361381","doi":"10.62712/jocsaic.v1i2.19","title":"Visualization and Analysis of Employee Performance Data Using a Power BI-based Business Intelligence Dashboard","year":2024,"lang":"en","type":"article","venue":"Journal of Computer Science Artificial Intelligence and Communications","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Dashboard; Business intelligence; Visualization; Data visualization; Computer science; Data science; Power (physics); Knowledge management; Data mining","authors":[{"name":"Imeldawaty Gultom","is_ca":true},{"name":"Eka Pandu Cynthia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2289929374093452,"gpt":0.3932674033318957,"spread":0.1642744659225506,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002584002,0.001102534,0.0005667655,0.005647925,0.0005461156,0.003874625,0.0006609005,0.0004364721,0.005683406],"category_scores_gemma":[0.007819203,0.0002837256,0.0004392141,0.005386432,0.0003018783,0.0022791,0.001428134,0.0009984638,0.001121819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000441139,"about_ca_system_score_gemma":0.0007475601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00424227,"about_ca_topic_score_gemma":0.00314725,"domain_scores_codex":[0.9985008,0.000445936,0.0001726403,0.0001791621,0.0006184527,0.00008297557],"domain_scores_gemma":[0.9934916,0.003085837,0.0005528281,0.0008846055,0.001716073,0.0002689584],"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":[0.001913468,0.001155829,0.05019586,0.001403311,0.0003146068,0.00102682,0.01163163,0.03795057,0.049641,0.0131005,0.04173646,0.78993],"study_design_scores_gemma":[0.0003252449,0.001531347,0.1491856,0.0008356961,0.0002884744,0.0007856563,0.01424361,0.580133,0.0841184,0.02161545,0.1463646,0.0005728967],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.466329,0.0005287504,0.4295355,0.002036779,0.0004214024,0.001585502,0.0253244,0.04296063,0.03127813],"genre_scores_gemma":[0.6605018,0.0007125541,0.3192429,0.0001935922,0.0001043977,0.001168109,0.01092306,0.001119654,0.006033825],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005683406,"threshold_uncertainty_score":0.01901287,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412360537","doi":"10.62712/jocsaic.v1i2.18","title":"Sentiment Analysis of Social Media Towards Public Services Using Naive Bayes and Text Mining","year":2024,"lang":"en","type":"article","venue":"Journal of Computer Science Artificial Intelligence and Communications","topic":"Information Retrieval and Data Mining","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Naive Bayes classifier; Sentiment analysis; Social media; Bayes' theorem; Computer science; Data science; Data mining; Artificial intelligence; World Wide Web; Bayesian probability; Support vector machine","authors":[{"name":"Rusmin Saragih","is_ca":true},{"name":"Mardiah Mardiah","is_ca":false},{"name":"Deni Apriadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1061361643785585,"gpt":0.3505025317135321,"spread":0.2443663673349736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003223068,0.0006988032,0.000808325,0.002676486,0.0007798066,0.001644244,0.0004859,0.0005570162,0.001307755],"category_scores_gemma":[0.008124751,0.0002497201,0.001041896,0.001792846,0.0003631765,0.00111562,0.0003388358,0.00060081,0.0006759707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009115014,"about_ca_system_score_gemma":0.0008539736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004785054,"about_ca_topic_score_gemma":0.004628459,"domain_scores_codex":[0.9972583,0.0008950245,0.0004342795,0.0003476095,0.0009109676,0.0001538056],"domain_scores_gemma":[0.9954911,0.002512126,0.00046433,0.0001291638,0.00133856,0.00006462738],"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":[0.001399674,0.00131307,0.1284388,0.001008423,0.0005844925,0.0008541433,0.002833816,0.0515576,0.03768243,0.006284741,0.009556455,0.7584863],"study_design_scores_gemma":[0.0000637738,0.0003489389,0.04960199,0.0001585929,0.0001954372,0.0003116859,0.001856445,0.9233114,0.01195327,0.006691121,0.005428144,0.00007925324],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6900501,0.0007957525,0.29433,0.001027069,0.0003538429,0.001263934,0.001985435,0.0007821651,0.009411837],"genre_scores_gemma":[0.8603772,0.0003788334,0.1352916,0.0001433484,0.0001390374,0.0003466749,0.001578369,0.00002645747,0.001718453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004785054,"threshold_uncertainty_score":0.01704538,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414061363","doi":"10.64803/jocsaic.v1i2.18","title":"Sentiment Analysis of Social Media Towards Public Services Using Naive Bayes and Text Mining","year":2024,"lang":"en","type":"article","venue":"Journal of Computer Science Artificial Intelligence and Communications","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Naive Bayes classifier; Social media; Sentiment analysis; Classifier (UML); Public service; Preprocessor; Data pre-processing","authors":[{"name":"Rusmin Saragih","is_ca":true},{"name":"Mardiah Mardiah","is_ca":false},{"name":"Deni Apriadi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1175084068575415,"gpt":0.364188791714649,"spread":0.2466803848571075,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003115935,0.0006942708,0.000793133,0.002526158,0.0007493579,0.001570642,0.0004884481,0.0005337251,0.001284818],"category_scores_gemma":[0.007717807,0.0002409673,0.001027468,0.001675368,0.0003364158,0.001071792,0.0003314034,0.0006062328,0.0006665628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008578684,"about_ca_system_score_gemma":0.0007981798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004432995,"about_ca_topic_score_gemma":0.004313928,"domain_scores_codex":[0.9974705,0.0008191812,0.0004022984,0.000323819,0.0008416835,0.0001426766],"domain_scores_gemma":[0.995787,0.002250132,0.0004369578,0.0001188364,0.001346705,0.00006038496],"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":[0.001346545,0.001222927,0.1113346,0.001003396,0.0005961681,0.0008220264,0.002666164,0.0483221,0.03969745,0.006293107,0.009704899,0.7769906],"study_design_scores_gemma":[0.00006306874,0.0003374676,0.04272455,0.0001505356,0.0002013443,0.0002875391,0.001722984,0.9301563,0.01235646,0.006665301,0.005261521,0.00007287801],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6518844,0.0007898128,0.3326086,0.001024872,0.0003749557,0.00126377,0.001944068,0.0007996008,0.00930986],"genre_scores_gemma":[0.8496143,0.0003975838,0.1459826,0.0001463372,0.0001492072,0.0003531192,0.001557158,0.00002716698,0.001772499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004432995,"threshold_uncertainty_score":0.01647884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}