{"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":"3b14143520c9","filters":{"venue":"Lecture Notes in Education Arts Management and Social Science"}},"results":[{"id":"W7076053154","doi":"10.18063/lne.v3i4.937","title":"Aitchelitz Band Tourism Development Proposal For Aitchelitz Band Council","year":2025,"lang":"en","type":"article","venue":"Lecture Notes in Education Arts Management and Social Science","topic":"Water Quality and Resources Studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of British Columbia","funders":"","keywords":"Tourism; Sustainability; Revenue; Workforce; Resource (disambiguation); Autonomy; Competition (biology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02937597860559069,"gpt":0.2681500482161253,"spread":0.2387740696105346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001037626,0.0001323982,0.0001285874,0.00007813484,0.0009596155,0.0001376285,0.0002331401,0.00005175652,0.00004444662],"category_scores_gemma":[0.0000788609,0.000110446,0.00002560785,0.0004512141,0.0005831766,0.0001692103,0.0001535893,0.00008161514,0.00001039809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005827273,"about_ca_system_score_gemma":0.0002413699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001104784,"about_ca_topic_score_gemma":0.0005595422,"domain_scores_codex":[0.9985732,0.00002773214,0.0002099448,0.0004158409,0.0004464464,0.0003268308],"domain_scores_gemma":[0.9997054,0.00005481875,0.00005710889,0.0001007354,0.00003968082,0.00004221945],"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":[0.0001061056,0.0008954193,0.07176746,0.000617819,0.00007090019,0.000002117724,0.1597477,0.000329029,0.00329531,0.02187289,0.01505927,0.726236],"study_design_scores_gemma":[0.0007193226,0.00003752355,0.2329731,0.00009708203,0.00003876205,5.915317e-7,0.003226355,0.0001038951,0.006608217,0.06251481,0.6932119,0.000468484],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7887724,0.0007378852,0.02410495,0.03564502,0.001691644,0.002298268,0.000003680454,0.00008873394,0.1466574],"genre_scores_gemma":[0.9903393,0.00003550309,0.004392484,0.001983167,0.00008171474,0.0001344355,0.00000365795,0.000004582807,0.003025195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7257676,"threshold_uncertainty_score":0.7380683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416400514","doi":"10.18063/lne.v3i8.860","title":"Analysis of the Spatial Pattern and Structure of the Global Cross-Border Logistics Network","year":2025,"lang":"","type":"article","venue":"Lecture Notes in Education Arts Management and Social Science","topic":"E-commerce and Technology Innovations","field":"Business, Management and Accounting","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":"China; Core (optical fiber); Inflow; Outflow; Competition (biology); Layer (electronics); Common spatial pattern; Complex network","authors":[{"name":"Jinyan Yu","is_ca":false},{"name":"Yifang Li","is_ca":false},{"name":"Yan Ma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007696958214146936,"gpt":0.3223101041197957,"spread":0.3146131459056487,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003380659,0.0001638492,0.0002488289,0.0003507452,0.0009899458,0.0002577168,0.00055533,0.0001301453,0.00006041988],"category_scores_gemma":[0.0001952139,0.0001155044,0.0000743182,0.008214682,0.002567497,0.0002263042,0.0008286796,0.0002026836,2.122939e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007014705,"about_ca_system_score_gemma":0.000113169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001011967,"about_ca_topic_score_gemma":0.004633971,"domain_scores_codex":[0.9986593,0.00002366973,0.0004037744,0.0003449414,0.0003040326,0.0002643442],"domain_scores_gemma":[0.9988762,0.00005162321,0.0004488548,0.0003291541,0.0002881817,0.000006012021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000003931345,0.00006382413,0.7789512,0.0001193363,0.0001066443,5.375392e-8,0.0002657866,0.0008330001,0.00001226192,0.112779,0.00007187935,0.1067931],"study_design_scores_gemma":[0.0001486897,0.000002773542,0.9526511,0.00007661491,0.0006374941,7.436824e-8,0.000333694,0.002049073,0.000020731,0.04092921,0.003044525,0.0001059585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383742,0.000509189,0.02069352,0.02956732,0.002788939,0.0007672518,0.00002000203,0.00001653523,0.007262996],"genre_scores_gemma":[0.9959037,0.00003177412,0.00006640162,0.003766864,0.0001454214,0.000005231044,0.000006586255,0.000003294357,0.00007075334],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1737,"threshold_uncertainty_score":0.9460049,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}