{"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":"c5209630696f","filters":{"venue":"Interdisciplinary Academic and Research Journal"}},"results":[{"id":"W4407995678","doi":"10.60027/iarj.2025.285465","title":"Influence of Knowledge and Attitudes About Prohibited Cosmetic Substances on Generation Z's Online Purchases in Lampang","year":2025,"lang":"en","type":"article","venue":"Interdisciplinary Academic and Research Journal","topic":"Health, Technology, Consumer Behavior","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Sun protection factor; Business; Advertising; Internet privacy; Marketing; Computer science; Dermatology; Medicine","authors":[{"name":"Chanidapha Boonlong","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1589228388713154,"gpt":0.5713131570078489,"spread":0.4123903181365335,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000285423,0.0001133712,0.00008834309,0.0003644959,0.0004012266,0.0006048523,0.0001355532,0.0001867624,0.003189075],"category_scores_gemma":[0.001257237,0.00008985362,0.0001947101,0.000291626,0.0002492701,0.000225377,0.0003240269,0.0002729773,0.0002005864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000620784,"about_ca_system_score_gemma":0.0006718843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04437694,"about_ca_topic_score_gemma":0.06513852,"domain_scores_codex":[0.9998344,0.00004611022,0.000008688778,0.0000200833,0.0000393821,0.00005134347],"domain_scores_gemma":[0.9989787,0.000347675,0.0003388078,0.00002799385,0.0001143499,0.0001925128],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006107004,0.0001396965,0.9920961,0.00001414826,0.00001224821,0.0001350525,0.00219317,0.00002857108,0.0003219394,0.00003990518,0.000098818,0.004859314],"study_design_scores_gemma":[0.000002857269,0.00008617804,0.9940759,0.00001055187,0.0000126551,0.00005575685,0.005133305,0.0001923797,0.00009266865,0.00002196716,0.0003122962,0.000003518105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995356,0.00001288682,0.000007961527,0.00002184139,5.171618e-7,0.000002148601,0.00001944967,5.009216e-7,0.0003992249],"genre_scores_gemma":[0.999608,0.00002764084,0.00001948833,0.000009423563,5.919188e-7,0.000002339348,0.00002530834,2.785997e-7,0.0003069439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04437694,"threshold_uncertainty_score":0.08823729,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412915888","doi":"10.60027/iarj.2025.284186","title":"การประเมนความพงพอใจของชมชนตอการใชขอมล GIS ในการจดการทรพยากรธรรมชาตและวเคราะหพนทเสยงภย: กรณศกษาอำเภอสงขละ จงหวดกาญจนบร","year":2025,"lang":"th","type":"article","venue":"Interdisciplinary Academic and Research Journal","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Geography; Computer science","authors":[{"name":"ธนะพัฒน์ วิริต","is_ca":true},{"name":"ภุชงค์ วงษ์เกิด","is_ca":true},{"name":"รณชัย บําเพ็ญอยู่","is_ca":true},{"name":"ธรรศ กติกาวงศ์ขจร","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06847896399312106,"gpt":0.4052936970305724,"spread":0.3368147330374514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001291215,0.001163561,0.0006997719,0.002967489,0.0007684163,0.005560936,0.001468771,0.0009402659,0.125254],"category_scores_gemma":[0.004540746,0.001252307,0.001047041,0.005333675,0.0007822951,0.004915824,0.001805771,0.001725244,0.08120913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001549025,"about_ca_system_score_gemma":0.002520265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01575071,"about_ca_topic_score_gemma":0.01213068,"domain_scores_codex":[0.9988655,0.0002829288,0.0001462143,0.0001997926,0.0004242047,0.00008138782],"domain_scores_gemma":[0.9977214,0.0005414725,0.0001145334,0.0004485754,0.001020159,0.0001538754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001234915,0.00005638286,0.001765896,0.0004860208,0.00006967382,0.00009181819,0.0008010683,0.002545876,0.001381281,0.04055534,0.7605655,0.1915577],"study_design_scores_gemma":[0.00003510648,0.000008999426,0.001102621,0.00007746667,0.00002070317,0.0000892141,0.0003671618,0.002349302,0.00158548,0.01350096,0.9808184,0.00004468274],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007904969,0.001077606,0.2560958,0.004179161,0.001115828,0.0007108741,0.1691468,0.1437834,0.4159856],"genre_scores_gemma":[0.07970025,0.002399924,0.5107125,0.001607304,0.000379117,0.001756025,0.2060451,0.03258447,0.1648153],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.125254,"threshold_uncertainty_score":0.4190162,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}