{"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":"5af1b105b476","filters":{"venue":"Ilomata International Journal of Social Science"}},"results":[{"id":"W4401300782","doi":"10.61194/ijss.v5i3.1253","title":"Cultivating Climate Solutions: Agroforestry’s Potentials and Roles in North Kalimantan’s REDD+ Program","year":2024,"lang":"en","type":"article","venue":"Ilomata International Journal of Social Science","topic":"Agricultural Development and Management","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":"University of British Columbia","funders":"","keywords":"Agroforestry; Climate change; Climate change mitigation; Geography; Environmental science; Forestry; Ecology; Biology","authors":[{"name":"Adi Sutrisno","is_ca":false},{"name":"Wahyu Agang","is_ca":false},{"name":"Tjahjo Tri Hartono","is_ca":false},{"name":"Mas Davino Sayaza","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01710831581835601,"gpt":0.2740082652567652,"spread":0.2568999494384092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001106412,0.0001248542,0.00009496097,0.0001952367,0.00362559,0.001884107,0.0005005262,0.000320178,0.002387191],"category_scores_gemma":[0.0006192771,0.00006885139,0.00006836808,0.0003728248,0.001673641,0.0007934542,0.001941369,0.0005606862,0.00008323933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002912814,"about_ca_system_score_gemma":0.005966954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02048147,"about_ca_topic_score_gemma":0.1367918,"domain_scores_codex":[0.9993786,0.00031726,0.000009569464,0.00003133664,0.00004103005,0.0002223579],"domain_scores_gemma":[0.9994403,0.0001281936,0.0000623044,0.00001984778,0.00005434976,0.0002950278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003633218,0.001172601,0.2128917,0.001236635,0.00005139311,0.006741331,0.3064268,0.001097369,0.01631905,0.05560751,0.008571808,0.3895204],"study_design_scores_gemma":[0.00004311354,0.0003921202,0.281165,0.0005112182,0.00004317929,0.0008526071,0.5920853,0.001090777,0.001946479,0.007423834,0.1143987,0.00004768408],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574959,0.0009992565,0.0002351077,0.007173289,0.00002173876,0.00003702694,0.00002564003,0.000006890248,0.03400525],"genre_scores_gemma":[0.9975017,0.0003888582,0.0002976189,0.0001976696,0.000003497613,0.00001104097,0.00000624419,0.000001082465,0.001592439],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02048147,"threshold_uncertainty_score":0.04072452,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4401300771","doi":"10.61194/ijss.v5i3.1241","title":"Strengthening Climate Change Resilience and Adaptive Livelihood for Women’s and Youth in Poso, Central Sulawesi","year":2024,"lang":"en","type":"article","venue":"Ilomata International Journal of Social Science","topic":"Food Security and Socioeconomic Dynamics","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":"University of British Columbia","funders":"","keywords":"Livelihood; Resilience (materials science); Climate change; Geography; Development economics; Oceanography; Geology; Economics; Agriculture; Archaeology; Physics","authors":[{"name":"Mas Davino Sayaza","is_ca":true},{"name":"Tjahjo Tri Hartono","is_ca":false},{"name":"Almyanti Ningrum","is_ca":false},{"name":"Usep Saripudin","is_ca":false},{"name":"Tarmizi Alba","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02229705600529803,"gpt":0.2613336225590761,"spread":0.2390365665537781,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005650039,0.0002176865,0.0001604671,0.0004165316,0.001909324,0.001086019,0.0003147313,0.000303719,0.001943268],"category_scores_gemma":[0.0004164812,0.0001561925,0.0001369189,0.0005317276,0.001170492,0.0007129493,0.00147354,0.0003789201,0.0001128158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567607,"about_ca_system_score_gemma":0.003296265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01958211,"about_ca_topic_score_gemma":0.07621198,"domain_scores_codex":[0.999832,0.00004662518,0.000004629118,0.00001120461,0.00001176246,0.00009370657],"domain_scores_gemma":[0.9998717,0.00002016065,0.00002865262,0.000004861081,0.00001507349,0.0000595585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002885415,0.0006629738,0.5298351,0.0009469931,0.00008048028,0.008640201,0.2565441,0.0004999754,0.01220072,0.02715508,0.004416357,0.1587296],"study_design_scores_gemma":[0.00002186723,0.0003016526,0.4941449,0.0003699601,0.0000620943,0.0009133545,0.4616737,0.0004495601,0.001496106,0.003561851,0.03698454,0.0000204116],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936137,0.0004162452,0.0001415108,0.001228159,0.00001147052,0.00003245069,0.0000255201,0.000003894846,0.004527109],"genre_scores_gemma":[0.9986534,0.0003279033,0.0001359066,0.00008640381,0.000002289075,0.00001805301,0.00001229097,9.564404e-7,0.0007626899],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01958211,"threshold_uncertainty_score":0.03893626,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}