{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":14,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":14,"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":"88a02abe2ca3","filters":{"venue":"KnE Social Sciences"}},"results":[{"id":"W2969661554","doi":"10.18502/kss.v3i21.4964","title":"Alternatives to Long Distance Resettlement for Urban Informal Settlements Affected By Disaster and Climate Change","year":2019,"lang":"en","type":"article","venue":"KnE Social Sciences","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Human settlement; Informal settlements; Climate change; Geography; Environmental planning; Disaster risk reduction; Resource (disambiguation); Climate change adaptation; Settlement (finance); Environmental resource management; Political science; Economic growth; Business; Environmental science; Archaeology","authors":[{"name":"Brent Doberstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09932593490851001,"gpt":0.3743817065282313,"spread":0.2750557716197213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002105002,0.0002123303,0.0001479837,0.0006566313,0.001440411,0.0013677,0.001189461,0.0007384564,0.00567985],"category_scores_gemma":[0.004732785,0.00008957976,0.0003449262,0.0005161065,0.001584315,0.001415637,0.002642317,0.0006661157,0.0002517973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006984569,"about_ca_system_score_gemma":0.001542929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001332004,"about_ca_topic_score_gemma":0.01347685,"domain_scores_codex":[0.9982619,0.001227649,0.00007395705,0.00006985372,0.0001378266,0.0002289173],"domain_scores_gemma":[0.9983073,0.0007929867,0.0003355159,0.0001320493,0.0001759117,0.000256281],"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":[0.0005863192,0.0009780811,0.04474002,0.003875609,0.0001133585,0.002511928,0.05156093,0.003276298,0.005021877,0.07114915,0.008865035,0.8073213],"study_design_scores_gemma":[0.0002248137,0.003587393,0.1176898,0.005692633,0.0002330761,0.002512902,0.5534475,0.00361123,0.003376236,0.04979232,0.2596595,0.0001725271],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8921766,0.009972511,0.01075922,0.01298201,0.0003408839,0.0003999397,0.0001270483,0.00008121088,0.07316066],"genre_scores_gemma":[0.9915269,0.001894769,0.00441455,0.0002995182,0.00004521367,0.0001057978,0.00005405788,0.000005038659,0.001654104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00567985,"threshold_uncertainty_score":0.01900095,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2613508182","doi":"10.18502/kss.v1i3.757","title":"Social Construction On Cultural Multiculturalism","year":2017,"lang":"en","type":"article","venue":"KnE Social Sciences","topic":"Multicultural Education and Local Wisdom","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Multiculturalism; Sociology; Gender studies; Harmony (color); Identity (music); Environmental ethics; Political science; Media studies; Public relations; Law; Aesthetics; Art","authors":[{"name":"S. Sukamto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1576851244555749,"gpt":0.4848905503694682,"spread":0.3272054259138932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008886021,0.0006817238,0.0004555557,0.004089675,0.009351645,0.0101121,0.001349077,0.00181041,0.00524514],"category_scores_gemma":[0.006376183,0.0003622304,0.0005522128,0.003302763,0.08337498,0.00663231,0.01712955,0.002843192,0.0002092804],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01077009,"about_ca_system_score_gemma":0.005507148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004557247,"about_ca_topic_score_gemma":0.00309939,"domain_scores_codex":[0.9820679,0.01464036,0.0002422666,0.000681024,0.001486428,0.0008820569],"domain_scores_gemma":[0.9913309,0.004930721,0.001073142,0.001034777,0.0006851339,0.0009452612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000008740124,0.00003296872,0.001988312,0.0001139128,0.00001200292,0.0002837121,0.1670858,0.0002102595,0.0001909427,0.8213757,0.0008619421,0.007835576],"study_design_scores_gemma":[0.00002059755,0.00005943785,0.004828802,0.0003981929,0.00001421118,0.0004430655,0.196022,0.0006168767,0.0002467779,0.681517,0.1158043,0.00002866986],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2839845,0.007471439,0.03964897,0.04365445,0.0007772039,0.0002882016,0.00009050771,0.0001066897,0.623978],"genre_scores_gemma":[0.9945248,0.0006207729,0.001540996,0.0003665011,0.00008076958,0.00006913097,0.00001554089,0.00001777975,0.002763632],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01077009,"threshold_uncertainty_score":0.07814288,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3124913788","doi":"10.18502/kss.v5i2.8410","title":"Social and Managerial Aspects of Using Digital Health Technologies","year":2021,"lang":"en","type":"article","venue":"KnE Social Sciences","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Health care; Business; Relevance (law); The Internet; Digital health; Quarter (Canadian coin); Knowledge management; Population; Telemedicine; Public relations; Marketing; Computer science; Medicine; Political science; World Wide Web; Economics; Economic growth","authors":[{"name":"Valery I. Yudin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1140267610750698,"gpt":0.4257452853311437,"spread":0.3117185242560739,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01465719,0.0002877116,0.0001718756,0.002942585,0.006981562,0.01334506,0.0009153337,0.002102718,0.006764953],"category_scores_gemma":[0.03281472,0.0002339684,0.0003254932,0.001936227,0.01129643,0.005736624,0.004896283,0.002183722,0.0005237937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006120251,"about_ca_system_score_gemma":0.005993039,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00335905,"about_ca_topic_score_gemma":0.00237255,"domain_scores_codex":[0.9715395,0.0198031,0.0007214254,0.0007651141,0.00445617,0.002714771],"domain_scores_gemma":[0.9579186,0.02731004,0.004363037,0.0016618,0.003650427,0.00509612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008637855,0.0008826626,0.06002728,0.0004479718,0.0000942148,0.001525354,0.2090097,0.000699562,0.001502609,0.5721583,0.01830591,0.13526],"study_design_scores_gemma":[0.00007523002,0.0005190918,0.05695378,0.001043343,0.0000700093,0.001276007,0.3274929,0.002017653,0.001309236,0.1454029,0.4637189,0.0001209988],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2978937,0.003802017,0.005185366,0.1329484,0.000501323,0.0002292419,0.00008183413,0.00004772791,0.5593103],"genre_scores_gemma":[0.9859811,0.001097608,0.0008186813,0.004412268,0.0002902099,0.00006747444,0.00001424485,0.0000103767,0.007308078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01465719,"threshold_uncertainty_score":0.0775156,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323050530","doi":"10.18502/kss.v8i4.12876","title":"Calgary Family Intervention Model Approach to Improve Quality of Life for Diabetes Mellitus Patients","year":2023,"lang":"en","type":"article","venue":"KnE Social Sciences","topic":"Public Health and Nutrition","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Intervention (counseling); Medicine; Quality of life (healthcare); Nursing; Diabetes mellitus; Family medicine; Documentation; Type 2 Diabetes Mellitus; Quality (philosophy); Family health; Gerontology; Physical therapy","authors":[{"name":"Firda Laela Najah","is_ca":false},{"name":"Yudhi Permana","is_ca":false},{"name":"Andan Firmansyah","is_ca":false},{"name":"Heni Marliany","is_ca":false},{"name":"Henri Setiawan","is_ca":false},{"name":"Asri Aprilia Rohman","is_ca":false},{"name":"Nur Isriani Najamuddin","is_ca":false},{"name":"Marlina Indriastuti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1102184096219205,"gpt":0.3958223505431518,"spread":0.2856039409212314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005959211,0.0002971712,0.000211718,0.0004032868,0.0007344868,0.0003667836,0.0005676789,0.000385924,0.005639619],"category_scores_gemma":[0.0009962911,0.00005796251,0.0004844042,0.0002272194,0.0001642464,0.0002783107,0.001043428,0.0009281607,0.0002056639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001282644,"about_ca_system_score_gemma":0.00240907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003921454,"about_ca_topic_score_gemma":0.01130379,"domain_scores_codex":[0.9996964,0.0001582036,0.0000101088,0.00002148157,0.00005085974,0.00006297769],"domain_scores_gemma":[0.9996659,0.00006295415,0.00003311925,0.00001063065,0.00003974894,0.0001876178],"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":[0.001380857,0.01545856,0.01415588,0.001167186,0.0001689977,0.0007310793,0.002702422,0.001723191,0.001973157,0.0025955,0.02513842,0.9328048],"study_design_scores_gemma":[0.01063376,0.07119165,0.5266409,0.006702723,0.001093675,0.005684505,0.01882233,0.01198989,0.00908283,0.01252494,0.3253973,0.0002354887],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.88907,0.01039874,0.01277601,0.02173131,0.001319007,0.003547168,0.0004307481,0.0003595289,0.06036751],"genre_scores_gemma":[0.9528955,0.005584267,0.02634426,0.002146149,0.000201547,0.001955167,0.0002189066,0.00001611903,0.01063813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005639619,"threshold_uncertainty_score":0.01886636,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2900692281","doi":"10.18502/kss.v3i10.3412","title":"SWOT Analysis of Web 2.0 Entrepreneur Strategy in Enhancing Competitive Advantage: A Case Study of IACE Food Start-up Business in Surakarta","year":2018,"lang":"en","type":"article","venue":"KnE Social Sciences","topic":"Business Strategies and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Adidas (Canada)","funders":"","keywords":"SWOT analysis; Business; Competitive advantage; Marketing; Business administration; Industrial organization","authors":[{"name":"Siti Fatonah","is_ca":true},{"name":"Cahyani Tunggal Sari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04416119306287635,"gpt":0.304761525892716,"spread":0.2606003328298396,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007896458,0.0001853167,0.0001809634,0.002543655,0.001039776,0.001209279,0.0003754763,0.0004508965,0.003500405],"category_scores_gemma":[0.002059629,0.0001393197,0.0002385149,0.002470821,0.0005318824,0.001086232,0.0008642421,0.0003717891,0.0006710015],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015217,"about_ca_system_score_gemma":0.001246544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01278661,"about_ca_topic_score_gemma":0.04368133,"domain_scores_codex":[0.999534,0.0001606085,0.00002625736,0.00004875596,0.0001341742,0.00009623503],"domain_scores_gemma":[0.9978781,0.001116007,0.0002561205,0.00007639184,0.0004595512,0.0002139112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.000799728,0.001393506,0.525166,0.00176587,0.0001257473,0.01274624,0.1687722,0.005099397,0.02890894,0.01796926,0.01126747,0.2259857],"study_design_scores_gemma":[0.00001796671,0.0004960696,0.6104724,0.0004451526,0.00008577832,0.001214283,0.3183976,0.02187606,0.006939393,0.003876686,0.03609848,0.0000800143],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988237,0.00006019542,0.002564119,0.0001507166,0.00000850108,0.0001660431,0.0007865753,0.00002908965,0.00799776],"genre_scores_gemma":[0.985371,0.0001069577,0.007760601,0.0000400958,0.000003227753,0.0001086968,0.0007666107,0.0000263246,0.005816655],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01278661,"threshold_uncertainty_score":0.02542436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4323074830","doi":"10.18502/kss.v8i4.12929","title":"The Effectiveness of The Utilization of Mathematical Pyramid Media on Academic Achievement of Students in Mathematics Education Study Program","year":2023,"lang":"en","type":"article","venue":"KnE Social Sciences","topic":"Mathematics Education and Pedagogy","field":"Mathematics","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Mathematics education; Mathematics; Class (philosophy); Homogeneous; Test (biology); Test score; Statistics; Standardized test; Combinatorics; Computer science; Artificial intelligence","authors":[{"name":"Sri Rahmah Dewi Saragih","is_ca":false},{"name":"Syahriani Sirait","is_ca":false},{"name":"Nida Yusriani","is_ca":true},{"name":"Rumondang","is_ca":false},{"name":"Yen Aryni","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1806784144044176,"gpt":0.5110610944440429,"spread":0.3303826800396253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001039322,0.0002304784,0.0002666657,0.0006233898,0.0003093233,0.0007864892,0.0003419648,0.0002611191,0.002269428],"category_scores_gemma":[0.005048568,0.0000808991,0.000343476,0.0003280031,0.0002084013,0.0003836422,0.0005393534,0.0004042949,0.0003128045],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002747008,"about_ca_system_score_gemma":0.0006279775,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001693561,"about_ca_topic_score_gemma":0.00249007,"domain_scores_codex":[0.9990049,0.0003479359,0.00006197485,0.0001117312,0.0003453336,0.0001281725],"domain_scores_gemma":[0.9971241,0.001232196,0.0006591501,0.0001237041,0.0002706966,0.0005901479],"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":[0.003079607,0.02615282,0.4118139,0.000711911,0.0003045607,0.0002636517,0.003417701,0.0006169763,0.01445458,0.0003471756,0.001150804,0.5376863],"study_design_scores_gemma":[0.00008566194,0.01344186,0.9737647,0.0001339975,0.0002707562,0.0000820952,0.002397909,0.0006893869,0.00606655,0.0001144876,0.002929569,0.00002312377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970848,0.0001996115,0.00008981771,0.00009677559,0.00001141376,0.00002650832,0.00002851257,0.00001129292,0.002451148],"genre_scores_gemma":[0.9981059,0.000249144,0.0003416473,0.00003048949,0.00002278445,0.00002865386,0.0000432039,0.000002791549,0.001175609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002269428,"threshold_uncertainty_score":0.007591963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4412516250","doi":"10.18502/kss.v10i16.19187","title":"Green Innovation and Firm Performance: A Systematic Literature Review","year":2025,"lang":"en","type":"article","venue":"KnE Social Sciences","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Institute on Governance","funders":"","keywords":"Business; Industrial organization; Systematic review; Economics; Political science; MEDLINE","authors":[{"name":"Akhsanul Khaq","is_ca":false},{"name":"Panji Patra Anggaredho","is_ca":false},{"name":"Bahrullah Akbar","is_ca":true},{"name":"Edi Sunyoto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01282954444088755,"gpt":0.2610807039968059,"spread":0.2482511595559184,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0111112,0.001167658,0.003674209,0.0286473,0.0008106677,0.003212402,0.001658296,0.002211212,0.004386961],"category_scores_gemma":[0.0615393,0.0008630061,0.00476016,0.02996666,0.0009442065,0.002930038,0.001672943,0.0009246564,0.0005068987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004173024,"about_ca_system_score_gemma":0.01881397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01038992,"about_ca_topic_score_gemma":0.03065394,"domain_scores_codex":[0.9894883,0.003472534,0.0035891,0.0007886318,0.002324053,0.0003373389],"domain_scores_gemma":[0.9133402,0.06550953,0.01189067,0.001101069,0.007394363,0.0007641346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001703618,0.00009336302,0.009982351,0.8572051,0.007085993,0.000377655,0.0006264547,0.0002998666,0.0001697938,0.001067804,0.004761702,0.1181597],"study_design_scores_gemma":[0.00009960199,0.0002273364,0.02687341,0.9051223,0.02512402,0.0006876842,0.001282712,0.0002243885,0.0002226949,0.0007388399,0.03932947,0.00006752713],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003839458,0.9935091,0.0002310328,0.0004164988,0.00008890108,0.0002617293,0.0009275167,0.000007864442,0.0007178553],"genre_scores_gemma":[0.02811716,0.9695659,0.0007842634,0.0003928194,0.00008626638,0.0003913427,0.0005306323,0.000005828233,0.0001257373],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0286473,"threshold_uncertainty_score":0.05876237,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415728318","doi":"10.18502/kss.v10i27.20064","title":"Traditional Ecological Knowledge and the Law Toward Inclusive Environmental Governance","year":2025,"lang":"","type":"article","venue":"KnE Social Sciences","topic":"Indigenous Peoples' Rights and Law","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Traditional knowledge; Indigenous; Environmental governance; Sustainability; Convention on Biological Diversity; Natural resource; Environmental law; Corporate governance; International law","authors":[{"name":"Noor Lailatul Izza","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0248879939225565,"gpt":0.2938750550353635,"spread":0.268987061112807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01495244,0.0002996738,0.0006528753,0.002113167,0.007531118,0.01143265,0.001790198,0.004701341,0.002271921],"category_scores_gemma":[0.01654069,0.0003640877,0.0005241708,0.001999356,0.1053487,0.01161055,0.01063021,0.006787032,0.0002907091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009832901,"about_ca_system_score_gemma":0.01925921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0177864,"about_ca_topic_score_gemma":0.01808625,"domain_scores_codex":[0.9888474,0.004729502,0.0006240338,0.001591151,0.002961067,0.001246836],"domain_scores_gemma":[0.9867898,0.007120938,0.00181074,0.002040898,0.001440277,0.0007972916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000001248596,0.000007304158,0.000240256,0.00001714315,0.000001907107,0.00004111959,0.00264338,0.0001691906,0.00004643136,0.9935471,0.0003448586,0.002939972],"study_design_scores_gemma":[0.000005429261,0.000006841917,0.0006764836,0.0001927012,0.000005057217,0.00005213137,0.002505004,0.0004155348,0.0001181757,0.9720892,0.0239215,0.00001186693],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08744199,0.006026863,0.05298413,0.0958618,0.0003671589,0.0001184999,0.00005744268,0.00007204067,0.7570701],"genre_scores_gemma":[0.9793485,0.001377046,0.008231728,0.003917035,0.0001781539,0.00009092378,0.00002110008,0.00002088976,0.006814496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0177864,"threshold_uncertainty_score":0.07907701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400334042","doi":"10.18502/kss.v9i19.16504","title":"Wetland-use Change on Ecological Impact: A Topic-based Bibliometric Analysis","year":2024,"lang":"en","type":"article","venue":"KnE Social Sciences","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Wetland; Geography; Environmental resource management; Change analysis; Environmental science; Ecology; Physical geography; Biology","authors":[{"name":"Suroto Suroto","is_ca":false},{"name":"Dadang Sundawa","is_ca":false},{"name":"Prayoga Bestari","is_ca":false},{"name":"Wahyu Wahyu","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07240574982430138,"gpt":0.3323194832307877,"spread":0.2599137334064864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.008229899,0.0005957196,0.001471897,0.2166765,0.001333693,0.006245653,0.0007399491,0.0006508032,0.003654238],"category_scores_gemma":[0.04027936,0.0002070594,0.002027194,0.2349595,0.001013824,0.0031952,0.003521069,0.0003836506,0.0005325117],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002646799,"about_ca_system_score_gemma":0.004330685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006955803,"about_ca_topic_score_gemma":0.007103558,"domain_scores_codex":[0.9907134,0.001920158,0.002008373,0.0005980312,0.00443891,0.0003212137],"domain_scores_gemma":[0.9619367,0.02447924,0.006990353,0.0009794754,0.005063811,0.0005504335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003989457,0.000287475,0.6612328,0.02297608,0.003484162,0.000865839,0.007980268,0.003569443,0.003641865,0.007922743,0.00996855,0.2776719],"study_design_scores_gemma":[0.00007655742,0.0003743364,0.9251452,0.003332993,0.003339001,0.001468509,0.01612502,0.01017909,0.001518877,0.005696273,0.03259652,0.0001476381],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8762745,0.0314934,0.008116999,0.002160055,0.0002354928,0.001520354,0.04250921,0.0004348522,0.03725519],"genre_scores_gemma":[0.964669,0.01304764,0.008874284,0.00009798872,0.0002318837,0.0009323313,0.01111143,0.00003939851,0.0009961658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7833235,"threshold_uncertainty_score":0.04352438,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411497827","doi":"10.18502/kss.v10i12.18911","title":"Application of the 7E Learning Cycle Model Assisted by Papeca Media to Enhance Fraction Concept Understanding in Second Grade Students in Malang City","year":2025,"lang":"en","type":"article","venue":"KnE Social Sciences","topic":"Mathematics Education and Pedagogy","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mathematics education; Quarter (Canadian coin); Fraction (chemistry); Documentation; Action research; Data collection; Learning cycle; Psychology; Qualitative property; Mathematics; Statistics; Computer science; Chemistry; Chromatography; Geography","authors":[{"name":"Dyah Triwahyuningtyas","is_ca":false},{"name":"Nadia Rofika","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1123813112036346,"gpt":0.4554063952124487,"spread":0.3430250840088142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008129277,0.0003494536,0.000262697,0.0006047247,0.0005684326,0.0008632314,0.0007181786,0.000357597,0.00204952],"category_scores_gemma":[0.001345517,0.000166952,0.0002087827,0.0002573082,0.0003780608,0.0005850323,0.001308094,0.0004061017,0.0002950964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000568555,"about_ca_system_score_gemma":0.001774586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002431785,"about_ca_topic_score_gemma":0.007509973,"domain_scores_codex":[0.9996719,0.0001312521,0.00001868811,0.00004646175,0.00007420575,0.00005743721],"domain_scores_gemma":[0.999498,0.0001582515,0.0001036598,0.00003141222,0.00009258489,0.0001160653],"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":[0.0007304783,0.01066533,0.2107841,0.001255668,0.00004504745,0.002151276,0.09375513,0.002808608,0.0444244,0.002421333,0.002710735,0.6282479],"study_design_scores_gemma":[0.0001693752,0.01177107,0.7292767,0.001139366,0.0001795246,0.001139966,0.1408893,0.01015703,0.04718229,0.002911618,0.05500998,0.0001738367],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974781,0.00003443718,0.0005476009,0.00007470992,0.000002874702,0.00006515719,0.00001500012,0.0000152062,0.001767034],"genre_scores_gemma":[0.9892491,0.0001818362,0.007083881,0.0000430067,0.00000287717,0.0001244405,0.00005730097,0.000005501577,0.003252073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002431785,"threshold_uncertainty_score":0.006856263,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415729213","doi":"10.18502/kss.v10i27.20087","title":"Legal Recognition and Protection of Indigenous Land Rights: Analysis of the Legal Framework to Achieve Sustainable Development Goals","year":2025,"lang":"","type":"article","venue":"KnE Social Sciences","topic":"Indigenous Peoples' Rights and Law","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Empowerment; Sustainable development; Indigenous; Natural resource; Agrarian society; Land rights; Land law; Natural resource management","authors":[{"name":"Yayan Supiani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01959844385868156,"gpt":0.2920930483552459,"spread":0.2724946044965643,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01577447,0.0001879848,0.0003161007,0.003052389,0.006016322,0.006607742,0.001537375,0.001834681,0.00283765],"category_scores_gemma":[0.0199744,0.0002079731,0.0004084206,0.002758209,0.024975,0.00677325,0.004857846,0.002918205,0.0001408076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0159816,"about_ca_system_score_gemma":0.03093811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06683152,"about_ca_topic_score_gemma":0.06678348,"domain_scores_codex":[0.9892952,0.005630238,0.0003747708,0.000488448,0.002623622,0.001587705],"domain_scores_gemma":[0.9865052,0.009304787,0.001324146,0.0005175408,0.001735052,0.0006131372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002981503,0.00002209844,0.001946164,0.0000516827,0.000003062652,0.0002205493,0.03595719,0.000403712,0.000108152,0.953325,0.0006276739,0.007331701],"study_design_scores_gemma":[0.00001511348,0.00004600238,0.02034786,0.001427036,0.00002907768,0.000355774,0.2646662,0.005362802,0.0005958359,0.5840001,0.1230941,0.00006015585],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3487245,0.002867453,0.03026732,0.03498808,0.0001263197,0.0004629275,0.0001402353,0.00002786991,0.5823954],"genre_scores_gemma":[0.9912766,0.0004967185,0.004343987,0.0004554104,0.00001493763,0.0000843748,0.00002322942,0.000007613782,0.003297199],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06683152,"threshold_uncertainty_score":0.132885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415729185","doi":"10.18502/kss.v10i27.20068","title":"Criminalization of Environmental Activists at Gemulo – Malang","year":2025,"lang":"","type":"article","venue":"KnE Social Sciences","topic":"Wildlife Conservation and Criminology Analyses","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Criminalization; Environmental law; Realm; Declaration; Environmental crime; Human rights; Criminal justice; Silence; Criminal law","authors":[{"name":"‎ Dahniarti","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04233080773610554,"gpt":0.3167224036395378,"spread":0.2743915959034323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002586846,0.0002988447,0.0003044757,0.001227128,0.01875965,0.004137002,0.001106878,0.002201278,0.00268145],"category_scores_gemma":[0.004343685,0.000313513,0.000161466,0.001077099,0.01081195,0.002492913,0.005839061,0.00253054,0.0001866889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003577092,"about_ca_system_score_gemma":0.003491005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01118151,"about_ca_topic_score_gemma":0.03986389,"domain_scores_codex":[0.9966272,0.001740203,0.00006299469,0.000294997,0.000379929,0.0008946722],"domain_scores_gemma":[0.9971753,0.001412904,0.0006864772,0.0001258549,0.0001493435,0.0004501495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005529384,0.000137441,0.03051731,0.00009531168,0.000009827508,0.006511434,0.9226111,0.00008332424,0.001814286,0.0211873,0.001760194,0.0152172],"study_design_scores_gemma":[0.000005191913,0.00006343384,0.02019417,0.0001659309,0.000006397207,0.0009687715,0.9414446,0.0002994856,0.0009347428,0.001416917,0.03448121,0.00001927912],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988998,0.0001989277,0.0001228379,0.00172392,0.00001885069,0.00002538319,0.0000065318,0.000003934012,0.008901652],"genre_scores_gemma":[0.9963993,0.0001220787,0.00007927283,0.0003806682,0.000006434442,0.0000242531,0.000005949076,0.000002826346,0.002979182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01875965,"threshold_uncertainty_score":0.02595377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414145902","doi":"10.18502/kss.v10i19.19625","title":"The Role of Artificial Intelligence in Designing Monetary Policy for Economic Growth: A Case Study of the Bank of Canada","year":2025,"lang":"en","type":"article","venue":"KnE Social Sciences","topic":"Stock Market Forecasting Methods","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Monetary policy; Inflation (cosmology); Set (abstract data type); Economic model; Inflation targeting; Central bank","authors":[{"name":"Bahaa Al-Din Mohammad Ahmed","is_ca":false},{"name":"Ahmed Wahib Hussein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1145116233846001,"gpt":0.4212022326843649,"spread":0.3066906092997648,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00191731,0.0003617992,0.0003179698,0.001206722,0.009923274,0.004512425,0.001050347,0.001976823,0.001483549],"category_scores_gemma":[0.005996174,0.0001731986,0.0002788425,0.002717268,0.002483858,0.001107214,0.001075285,0.001606458,0.0001341787],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06630304,"about_ca_system_score_gemma":0.06864975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9863542,"about_ca_topic_score_gemma":0.9889802,"domain_scores_codex":[0.9985282,0.0004408579,0.00004451517,0.0000852306,0.0003716024,0.0005295039],"domain_scores_gemma":[0.9974523,0.0008479256,0.0001383766,0.00007660819,0.0008590645,0.0006255874],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008620753,0.000920668,0.2475384,0.000546607,0.0002126808,0.02059459,0.09327418,0.07225548,0.0034336,0.2947464,0.09475517,0.1708601],"study_design_scores_gemma":[0.0002390021,0.0003444624,0.2336021,0.0007340651,0.0002178278,0.00138439,0.2581915,0.1039245,0.003464947,0.02515818,0.3724616,0.0002774095],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9089718,0.001866721,0.001457169,0.02302486,0.00008469066,0.0001448962,0.0004425053,0.00004404803,0.06396335],"genre_scores_gemma":[0.9852788,0.001607737,0.001356345,0.0006532983,0.0000166229,0.00002475194,0.0001239839,0.00001443374,0.01092401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.933697,"threshold_uncertainty_score":0.4810644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404277166","doi":"10.18502/kss.v9i31.17561","title":"Health Promotion Activity in the Community -- Scoping Reviewed","year":2024,"lang":"en","type":"article","venue":"KnE Social Sciences","topic":"School Health and Nursing Education","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Promotion (chess); Health promotion; Business; Public relations; Medicine; Political science; Nursing; Public health","authors":[{"name":"Áureo Frutalegio da Costa Freitas","is_ca":false},{"name":"María Manuela Martins","is_ca":false},{"name":"Maria Jo ao Oliveira","is_ca":false},{"name":"Augusto Da Costa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.392050176201351,"gpt":0.608327647320168,"spread":0.216277471118817,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01147699,0.001225729,0.002989356,0.02320096,0.001370823,0.006995354,0.00119229,0.002409079,0.007141666],"category_scores_gemma":[0.04122488,0.0007182381,0.002472399,0.02537054,0.001181252,0.00332351,0.002115261,0.001058036,0.00114107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003561054,"about_ca_system_score_gemma":0.01720203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005320623,"about_ca_topic_score_gemma":0.009888908,"domain_scores_codex":[0.9888929,0.004036195,0.003744361,0.0006351814,0.002363657,0.0003278129],"domain_scores_gemma":[0.9668868,0.02194287,0.005307877,0.0009084774,0.004489614,0.0004643433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001435419,0.0001685502,0.003598945,0.5910617,0.001563059,0.000317418,0.001944575,0.0002403777,0.0004303004,0.002513153,0.01365734,0.3843609],"study_design_scores_gemma":[0.00003984189,0.00008866725,0.004455152,0.9040788,0.002306653,0.0004161729,0.001107708,0.00006755342,0.0001943528,0.0006287728,0.08659467,0.00002162127],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001878925,0.9881999,0.0004444099,0.001194101,0.000770081,0.0009972795,0.0006976443,0.00001722804,0.005800315],"genre_scores_gemma":[0.01549698,0.979826,0.001262726,0.0006345228,0.000282626,0.001285059,0.0005451652,0.000007693891,0.0006592244],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02320096,"threshold_uncertainty_score":0.06069678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}