{"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":"407212bbcf29","filters":{"venue":"Journal of Language, Literature, Social and Cultural Studies"}},"results":[{"id":"W4401187679","doi":"10.58881/jllscs.v1i3.120","title":"Impact of education and communication on behaviour change","year":2023,"lang":"en","type":"article","venue":"Journal of Language, Literature, Social and Cultural Studies","topic":"Education, Sociology, Communication Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Heritage College","funders":"","keywords":"Psychology","authors":[{"name":"Uduak Udoudom","is_ca":true},{"name":"Saawuan Aondowase","is_ca":false},{"name":"Anthony Igiri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1995884931223333,"gpt":0.5264693880381286,"spread":0.3268808949157953,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008120877,0.000104045,0.0002746533,0.0001038491,0.0008303855,0.00006261114,0.000152934,0.00008750583,0.000004610371],"category_scores_gemma":[0.0004917122,0.00007031175,0.0001045881,0.0004003748,0.0005681345,0.0003172969,0.00007696293,0.0002165305,9.570887e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008762894,"about_ca_system_score_gemma":0.0000563966,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003759816,"about_ca_topic_score_gemma":0.0001561513,"domain_scores_codex":[0.9989045,0.0004249717,0.0002697653,0.00007901439,0.0001916101,0.0001301792],"domain_scores_gemma":[0.9983682,0.0003042251,0.0004004866,0.00008493209,0.0007951608,0.00004700896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001609322,0.00009625346,0.04155429,0.0000243013,0.000218003,6.665986e-7,0.9298612,7.191441e-8,0.00006134355,0.00544014,0.01305543,0.009672184],"study_design_scores_gemma":[0.0001580319,0.00009301984,0.5056798,0.0001367227,0.00004636832,0.000003650222,0.4906556,1.100421e-7,0.000004925081,0.001174886,0.001972063,0.00007478455],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9261511,0.06673333,6.955396e-8,0.005908437,0.0002473584,0.0001126703,0.00001276342,0.0000163305,0.0008179237],"genre_scores_gemma":[0.9575219,0.04103258,0.0001069185,0.0001366968,0.000705889,0.00001684669,0.0000145532,0.000004878732,0.0004597544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4641256,"threshold_uncertainty_score":0.6386738,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401187458","doi":"10.58881/jllscs.v1i2.41","title":"Book review: laut bercerita, the sinking of untold tales","year":2023,"lang":"en","type":"article","venue":"Journal of Language, Literature, Social and Cultural Studies","topic":"Maritime and Coastal Archaeology","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Art","authors":[{"name":"Majid Wajdi","is_ca":false},{"name":"Erma Artajosi Putri","is_ca":false},{"name":"Ni Putu Radha Savitri Maheswari Putri","is_ca":false},{"name":"Ni Luh Novia Ariyanti","is_ca":false},{"name":"I Gede Bagus Ananda Sinanditha","is_ca":false},{"name":"Anak Agung Radha Regita Maharani","is_ca":false},{"name":"Ni Komang Mayang Saptariyasa Dewi","is_ca":false},{"name":"I Gede Maryo Kanka Riswana","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03521628740885289,"gpt":0.312855751745339,"spread":0.2776394643364861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002217103,0.0001187204,0.000367329,0.00003823873,0.000437836,0.00006260044,0.000119225,0.000031188,0.0001755142],"category_scores_gemma":[0.00006591377,0.00005676451,0.0001687005,0.00008594707,0.0004951914,0.0002183717,0.0001252083,0.0002075698,0.000003493203],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007876117,"about_ca_system_score_gemma":0.000008039029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002980411,"about_ca_topic_score_gemma":0.0001372905,"domain_scores_codex":[0.9991938,0.00007834101,0.0003218961,0.00007323943,0.0001847687,0.0001479726],"domain_scores_gemma":[0.9992763,0.0000888478,0.0002379524,0.00004209498,0.0003319451,0.00002287549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002844152,0.00001725737,0.00003581847,0.0006381185,0.0003091857,0.00007544175,0.4258247,7.312953e-8,0.0001194169,0.02166968,0.5435667,0.007715118],"study_design_scores_gemma":[0.0001914015,0.0001121215,0.0004126901,0.000968345,0.0001018719,0.00004820286,0.07582642,5.348455e-7,0.00003094574,0.001959643,0.9202431,0.0001047561],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08080635,0.9033061,1.114181e-7,0.01072744,0.0003093096,0.00008646974,0.00003858215,0.00001639602,0.004709212],"genre_scores_gemma":[0.4579655,0.4211031,0.00003566166,0.02118617,0.006497598,0.00001889462,0.00005021349,0.00002813042,0.09311476],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4822031,"threshold_uncertainty_score":0.3367525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}