{"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":"fcd0994d9992","filters":{"venue":"Journal of Biotropical Research and Nature Technology"}},"results":[{"id":"W4409806759","doi":"10.52850/borneo.v3i2.19584","title":"Addressing Biodiversity and Sustainability: Challenges and Opportunities in Asia","year":2025,"lang":"en","type":"article","venue":"Journal of Biotropical Research and Nature Technology","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":1,"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":"Biodiversity; Sustainability; Business; Environmental planning; Environmental resource management; Natural resource economics; Geography; Environmental science; Economics; Ecology; Biology","authors":[{"name":"Bahareh Rafiei","is_ca":false},{"name":"Hamed Kioumarsi","is_ca":false},{"name":"Hanif Amrulloh","is_ca":false},{"name":"Hadis Ahmadnia","is_ca":false},{"name":"Marzieh Alidoust Pahmedani","is_ca":false},{"name":"Zeynab Kazemkhah Hasankiadeh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08297741666608378,"gpt":0.3373448538020159,"spread":0.2543674371359321,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005195952,0.00005850712,0.0001340553,0.0005333384,0.0001604079,0.00002597784,0.0001442117,0.0002429901,0.00001172549],"category_scores_gemma":[0.00033776,0.00004523073,0.00001292901,0.0002375524,0.001216032,0.00007798315,0.0007250294,0.0007164488,3.719181e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001063439,"about_ca_system_score_gemma":0.00002703844,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003587297,"about_ca_topic_score_gemma":0.0001049711,"domain_scores_codex":[0.9992691,0.00007546396,0.0001174363,0.0001515251,0.0001969332,0.000189488],"domain_scores_gemma":[0.9996489,0.0001041731,0.00003599852,0.0000807071,0.00006307001,0.00006711838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001367082,0.0000817978,0.7451552,0.00008637852,0.00002307644,0.0001505955,0.0001961591,1.932987e-7,0.0001394593,0.003695539,0.0008913025,0.2494436],"study_design_scores_gemma":[0.000451277,0.0002773615,0.92155,0.00003952542,0.00000785257,0.00001774395,0.0061337,0.00001225629,0.0001000562,0.02150401,0.04985721,0.00004894046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8989911,0.012914,0.000007196104,0.08736869,0.00001850019,0.00008604,9.573506e-7,0.000006126055,0.000607399],"genre_scores_gemma":[0.9798823,0.01973104,0.0001218621,0.0001056226,0.000006990655,5.005654e-7,1.850256e-7,8.156227e-7,0.0001506907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2493947,"threshold_uncertainty_score":0.4480521,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7163676937","doi":"10.52850/borneo.v4i1.22560","title":"Asian Agriculture, Waste Management, and Sustainable Development Goals","year":2025,"lang":"","type":"article","venue":"Journal of Biotropical Research and Nature Technology","topic":"Food Waste Reduction and Sustainability","field":"Agricultural and Biological 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":"Sustainable development; Agriculture; Consumption (sociology); Developing country; Cleaner production; China; Sustainability; Sustainable management","authors":[{"name":"Marzieh Alidoust","is_ca":false},{"name":"Hamed Kioumarsi","is_ca":false},{"name":"Awalul Fatiqin","is_ca":false},{"name":"Beste Gizem Özbey","is_ca":false},{"name":"Zeynab Kazemkhah Hasankiadeh","is_ca":true},{"name":"Shabnam M Davani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01262169442334712,"gpt":0.3063970574196301,"spread":0.293775362996283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001582775,0.0002783317,0.0005678349,0.0007956891,0.0009383135,0.0002530727,0.0006316084,0.001370601,0.00003161126],"category_scores_gemma":[0.0008894782,0.0001198762,0.0001037583,0.003304373,0.001446666,0.0002003312,0.001158531,0.003220201,0.000001529915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002718205,"about_ca_system_score_gemma":0.0001727715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001548479,"about_ca_topic_score_gemma":0.00003217902,"domain_scores_codex":[0.9966058,0.0003002544,0.0007469518,0.0005380018,0.0006474646,0.001161509],"domain_scores_gemma":[0.997571,0.000205354,0.0002015283,0.0001402415,0.001524556,0.000357323],"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":[0.0007495761,0.0006965729,0.007795433,0.0006627025,0.0004303042,0.0004957357,0.00007212085,2.062267e-7,0.005238025,0.2459406,0.01538076,0.722538],"study_design_scores_gemma":[0.001390696,0.003889101,0.09956684,0.0004318895,0.00006999831,0.0002947255,0.1235367,0.00000441501,0.01229803,0.09642684,0.6617037,0.0003870515],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8934747,0.04312485,0.00002208589,0.06013332,0.0002462377,0.0005680089,0.00000286609,0.00002377294,0.002404164],"genre_scores_gemma":[0.973152,0.01052527,0.0006884252,0.0001190319,0.0002019622,0.000008948311,0.000001669602,0.000001981901,0.01530064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.722151,"threshold_uncertainty_score":0.9999259,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}