{"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":"b3ed00dacabd","filters":{"venue":"Journal of Community Development and Empowerment"}},"results":[{"id":"W4410950652","doi":"10.70716/jocdem.v1i3.184","title":"Strategi Komunikasi dan Keterlibatan Masyarakat dalam Konservasi Mangrove di Jerowaru, Lombok Timur","year":2025,"lang":"en","type":"article","venue":"Journal of Community Development and Empowerment","topic":"Community-based Tourism Development and Sustainability","field":"Social 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":"Encana (Canada)","funders":"","keywords":"Mangrove; Geography; Political science; Biology; Fishery","authors":[{"name":"A Hidayat","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02264641590622437,"gpt":0.3107870848361993,"spread":0.288140668929975,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004134966,0.000346061,0.0002115789,0.0003965187,0.001973256,0.001854878,0.0004016671,0.0004473572,0.007790084],"category_scores_gemma":[0.0002915301,0.0001504428,0.0001710968,0.0004261124,0.000693981,0.000858894,0.001601557,0.0006712692,0.0008254931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001742439,"about_ca_system_score_gemma":0.003612799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006736906,"about_ca_topic_score_gemma":0.03399577,"domain_scores_codex":[0.9997962,0.00004487931,0.000009014732,0.0000271629,0.00003370534,0.00008895991],"domain_scores_gemma":[0.9998009,0.00002928885,0.00002969539,0.000009505123,0.00002635396,0.0001043083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009078693,0.00163085,0.1012763,0.003880284,0.0001210388,0.01038894,0.05804291,0.001700102,0.06135586,0.03299523,0.01668364,0.711017],"study_design_scores_gemma":[0.0001119095,0.001122509,0.2820918,0.002173552,0.0002242059,0.003125476,0.1200014,0.002623322,0.01314842,0.006012914,0.5692158,0.0001487248],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.924156,0.006114635,0.002621552,0.002701106,0.0001388402,0.0003280547,0.0001236439,0.00007774353,0.06373852],"genre_scores_gemma":[0.9517826,0.00311679,0.005291443,0.0002287501,0.00002025878,0.000136837,0.0001106974,0.00001723032,0.03929538],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007790084,"threshold_uncertainty_score":0.02606046,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414807492","doi":"10.70716/jocdem.v1i5.290","title":"Pendekatan Tata Ruang dalam Pengendalian Daerah Sempadan Sungai sebagai Area Resapan Banjir di Desa Beleka Lombok Tengah","year":2025,"lang":"en","type":"article","venue":"Journal of Community Development and Empowerment","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Encana (Canada)","funders":"","keywords":"Flood myth; Context (archaeology); Flood control; Local community; Local government; Spatial planning; Outreach; Sustainable development","authors":[{"name":"Muttaqin Muttaqin","is_ca":true},{"name":"Ayuni Farah","is_ca":true},{"name":"Ivan Muzaki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04796243069092695,"gpt":0.2617105364512713,"spread":0.2137481057603443,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003724906,0.0002866072,0.0002754209,0.0004780215,0.002738494,0.001350208,0.0003513379,0.0003427351,0.01270529],"category_scores_gemma":[0.0004626245,0.0002233301,0.0001805169,0.0005708588,0.0007847388,0.0008639124,0.001416066,0.0006841655,0.0009334392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001284134,"about_ca_system_score_gemma":0.001852131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007996482,"about_ca_topic_score_gemma":0.04936785,"domain_scores_codex":[0.9998602,0.00003128558,0.000005019881,0.00002365161,0.00002061801,0.00005924505],"domain_scores_gemma":[0.9998347,0.00005056401,0.0000265,0.00001848631,0.00002617182,0.00004362379],"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":[0.001228288,0.001213431,0.153142,0.002062677,0.0001110722,0.0114016,0.09510817,0.001803711,0.09530607,0.05227044,0.01506997,0.5712826],"study_design_scores_gemma":[0.00009510155,0.0008759282,0.2574664,0.0005497163,0.0001210685,0.005552541,0.08490253,0.001543609,0.01414435,0.005767838,0.6288738,0.0001070294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9151613,0.001748852,0.002774389,0.001101209,0.00009315748,0.000281134,0.0002329158,0.0001235542,0.07848344],"genre_scores_gemma":[0.9475405,0.000790287,0.004585503,0.0001442841,0.000009445859,0.0001462403,0.000175038,0.00002768279,0.04658096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01270529,"threshold_uncertainty_score":0.04250348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}