{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"d56309b4d6f9","filters":{"venue":"bit-Tech"}},"results":[{"id":"W2984263896","doi":"10.32877/bt.v2i1.92","title":"Extraction Opinion of Social Media in Higher Education Using Sentiment Analysis","year":2019,"lang":"en","type":"article","venue":"bit-Tech","topic":"Sentiment Analysis and Opinion Mining","field":"Computer Science","cited_by":6,"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":"Sentiment analysis; Social media; Political science; Advertising; Media studies; Computer science; Sociology; Artificial intelligence; Business; Law","authors":[{"name":"Thomas Edison Tarigan","is_ca":true},{"name":"Robby Cokro Buwono","is_ca":true},{"name":"Sri Redjeki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05059007995558874,"gpt":0.3295014568925162,"spread":0.2789113769369275,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005810119,0.0003701233,0.0002729258,0.002862911,0.0004128219,0.001160688,0.0001527057,0.0002970304,0.001805957],"category_scores_gemma":[0.001907627,0.0001063217,0.0004747588,0.002057727,0.0001467172,0.0009323623,0.0003104805,0.0002466276,0.001414535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004217922,"about_ca_system_score_gemma":0.0003476563,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001310984,"about_ca_topic_score_gemma":0.001938704,"domain_scores_codex":[0.9994498,0.000111328,0.00008113017,0.00006544531,0.0002246537,0.00006760687],"domain_scores_gemma":[0.9991048,0.0002242367,0.0001473087,0.00002861598,0.00046511,0.00002991794],"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":[0.0007001816,0.0004373838,0.1204671,0.001164445,0.0001802042,0.001926233,0.002893094,0.002544542,0.1138171,0.004407655,0.02248259,0.7289795],"study_design_scores_gemma":[0.0000730157,0.0009796178,0.5351015,0.0007031786,0.0005777171,0.002361371,0.01807627,0.2174468,0.1080776,0.009994971,0.1064308,0.0001771685],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8560007,0.001184243,0.09506795,0.001577324,0.0004982392,0.0006785992,0.00833625,0.0007721691,0.03588452],"genre_scores_gemma":[0.9480301,0.0009004621,0.03978269,0.0001621333,0.0003137296,0.0002750102,0.004054043,0.00004896486,0.006432828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002862911,"threshold_uncertainty_score":0.006041527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2983883725","doi":"10.32877/bt.v2i1.102","title":"Drop Out Students Identification Using Knowledge Base","year":2019,"lang":"en","type":"article","venue":"bit-Tech","topic":"Edcuational Technology Systems","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":"Drop out; Dropout (neural networks); Identification (biology); Knowledge base; Drop (telecommunication); Computer science; Data collection; Mathematics education; Knowledge management; Psychology; Artificial intelligence; Machine learning; Mathematics; Statistics","authors":[{"name":"Dara Kusumawati","is_ca":true},{"name":"Dini Faktasari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0430946977273137,"gpt":0.3348771236426257,"spread":0.291782425915312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001458592,0.0004536402,0.0007155273,0.004884121,0.0007677802,0.001908183,0.0009138332,0.0006279811,0.003007518],"category_scores_gemma":[0.01032276,0.0002057126,0.000569699,0.001904478,0.0001708062,0.001614884,0.0008236321,0.0006454136,0.0008732412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204728,"about_ca_system_score_gemma":0.001102136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01569848,"about_ca_topic_score_gemma":0.01631912,"domain_scores_codex":[0.9987103,0.0002411398,0.0001463682,0.0002628788,0.0004603882,0.0001790156],"domain_scores_gemma":[0.9932536,0.003432723,0.0008977171,0.0004512985,0.001738245,0.0002263956],"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":[0.0003710344,0.0009254566,0.7147384,0.0001926818,0.0001103232,0.0006942888,0.001711426,0.01115692,0.002064997,0.0008609196,0.00266074,0.2645128],"study_design_scores_gemma":[0.00004542059,0.0007343198,0.5609519,0.0002642632,0.0003407612,0.0005727414,0.006969384,0.4106611,0.009059152,0.003474303,0.006820806,0.0001057676],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605497,0.0001806945,0.0285011,0.0003725734,0.00002521271,0.0004205725,0.002633197,0.0004927645,0.006824219],"genre_scores_gemma":[0.9842511,0.0001173789,0.01090207,0.00003541793,0.000008335845,0.000115482,0.002599952,0.00001230324,0.00195807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01569848,"threshold_uncertainty_score":0.03121424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}