{"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":"41be4e7cce67","filters":{"venue":"Asian Journal of Quality of Life"}},"results":[{"id":"W2925651675","doi":"10.21834/ajqol.v4i16.196","title":"The Importance of Community’s Involvement in Park Management towards Sustainable Livelihoods","year":2019,"lang":"en","type":"article","venue":"Asian Journal of Quality of Life","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"University of Waterloo","keywords":"Livelihood; Ecotourism; Tourism; Business; Sustainable tourism; Local community; Environmental planning; Environmental resource management; Geography; Agriculture; Political science; Economics","authors":[{"name":"Nor Azlina Abu Bakar","is_ca":false},{"name":"Geoffrey Wall","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03283362101039196,"gpt":0.2684712970722339,"spread":0.235637676061842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002661506,0.0001181292,0.0001294723,0.0008013143,0.002164473,0.003280408,0.0006201211,0.000521387,0.004645961],"category_scores_gemma":[0.00641166,0.0001096978,0.0001612054,0.0006883052,0.001757153,0.001444003,0.00373222,0.0007900952,0.0001627397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115876,"about_ca_system_score_gemma":0.002397225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004645787,"about_ca_topic_score_gemma":0.01864821,"domain_scores_codex":[0.9967902,0.001783653,0.0001135404,0.000230286,0.0004452068,0.0006369848],"domain_scores_gemma":[0.9910074,0.002164873,0.002060147,0.0003609919,0.001039475,0.003367041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001161159,0.0008881066,0.8110126,0.0002667905,0.0001509261,0.001243973,0.05128197,0.000572066,0.002036473,0.01380147,0.001942232,0.1166872],"study_design_scores_gemma":[0.00001151405,0.0002223937,0.8135871,0.0003339677,0.00006095646,0.0006309331,0.1507309,0.0009529236,0.000425091,0.004736791,0.02826675,0.00004092345],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9738126,0.0002560201,0.0007897557,0.00108382,0.00002434232,0.00003516678,0.00003291512,0.000006833625,0.0239585],"genre_scores_gemma":[0.9992197,0.00005501027,0.0001754125,0.0000342061,0.000003528682,0.000005399293,0.00001177651,0.000001266774,0.0004937088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004645961,"threshold_uncertainty_score":0.01554233,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2886946191","doi":"10.21834/ajqol.v3i12.148","title":"Participatory Design for Improving Pedestrian and Traffic Sign System at Anuban Ranong School","year":2018,"lang":"en","type":"article","venue":"Asian Journal of Quality of Life","topic":"Safety Warnings and Signage","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Trillium Health Partners Foundation; Thai Health Promotion Foundation","keywords":"Pedestrian; Citizen journalism; Promotion (chess); Unit (ring theory); Sign (mathematics); Transport engineering; Psychology; Sociology; Engineering; Computer science; Mathematics education; Political science; Politics; World Wide Web","authors":[{"name":"Somluk Bunnarong","is_ca":false},{"name":"Prapatpong Upala","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1557088279374524,"gpt":0.3789222544621326,"spread":0.2232134265246802,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01544805,0.0006275552,0.0003870396,0.000943079,0.004108394,0.001801278,0.001164829,0.0007203892,0.004111073],"category_scores_gemma":[0.00967092,0.000481031,0.0005805123,0.0005258755,0.001863477,0.00137272,0.002767778,0.001016655,0.0003923781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001901141,"about_ca_system_score_gemma":0.005794478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001945897,"about_ca_topic_score_gemma":0.004952991,"domain_scores_codex":[0.9849336,0.01223751,0.0002951768,0.0007596657,0.001036743,0.0007373951],"domain_scores_gemma":[0.9936715,0.003409981,0.0003911817,0.000607006,0.001236967,0.0006832723],"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":[0.001002687,0.008123425,0.04405392,0.003474277,0.0001265692,0.002705575,0.4197874,0.006645303,0.04122631,0.02278428,0.00656253,0.4435076],"study_design_scores_gemma":[0.001350578,0.0211169,0.08230247,0.002548285,0.0006351851,0.00220298,0.4707724,0.02021557,0.04242517,0.03549053,0.3205673,0.0003726153],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8408824,0.0004774205,0.1237913,0.002210005,0.0001499904,0.005354449,0.0001117103,0.0002862359,0.02673647],"genre_scores_gemma":[0.8545676,0.000364317,0.134453,0.0002155915,0.00001418093,0.003115821,0.00005514819,0.00004201163,0.007172371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01544805,"threshold_uncertainty_score":0.08169806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}