{"meta":{"query_hash":"27e4955917fd","filters":{"venue":"Pantao, international journal of the humanities and social sciences"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/27e4955917fd","api":"https://metacan.xera.ac/api/v1/cohort?venue=Pantao%2C+international+journal+of+the+humanities+and+social+sciences"},"results":[{"id":"W4404730057","doi":"10.69651/pijhss030421","title":"Enhancing career opportunities through equal access to quality education","year":2024,"lang":"en","type":"article","venue":"Pantao, international journal of the humanities and social sciences","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Sociology; Psychology; Business; Medical education; Medicine; Physics","score_opus":0.4668564160557463,"score_gpt":0.5131785803475929,"score_spread":0.0463221642918466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404730057","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27395144,0.0069620395,0.029082252,0.17234723,0.0016303243,0.0003880748,0.00040072598,0.0002495312,0.5149884],"genre_scores_gemma":[0.9492636,0.002341502,0.008277566,0.0098292865,0.00039309135,0.00015677477,0.00014472041,0.000041163694,0.029552292],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9926549,0.0025563308,0.00020518854,0.00044076456,0.0015348423,0.002608023],"domain_scores_gemma":[0.98672014,0.0021114233,0.0018819349,0.0008097383,0.0013280155,0.007148802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006220791,0.00020933869,0.0003310712,0.0017204864,0.0031365291,0.006554831,0.0011953948,0.001767284,0.021504829],"category_scores_gemma":[0.01701418,0.00020601803,0.0006341469,0.0011412253,0.0023066874,0.004898114,0.014490466,0.0024403436,0.0017234867],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012514982,0.0010264632,0.063503906,0.00073100714,0.0000716149,0.000559873,0.01070307,0.0014918289,0.0009788236,0.37183586,0.034094192,0.5148782],"study_design_scores_gemma":[0.00018306717,0.0009185951,0.14781228,0.004013139,0.00010459003,0.0016722145,0.025465056,0.002116208,0.0011493795,0.18948773,0.6269873,0.00009053006],"about_ca_topic_score_codex":0.007123186,"about_ca_topic_score_gemma":0.017713742,"teacher_disagreement_score":0.021504829,"about_ca_system_score_codex":0.003389901,"about_ca_system_score_gemma":0.014878654,"threshold_uncertainty_score":0.07194078},"labels":[],"label_agreement":null},{"id":"W4415442523","doi":"10.69651/pijhss0404511","title":"Gather, Read, Organize, Practice, Enhance (GROPE) Strategy: Its effect on the Mathematical performance of Grade 3 learners","year":2025,"lang":"","type":"article","venue":"Pantao, international journal of the humanities and social sciences","topic":"Mathematics Education and Pedagogy","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Formative assessment; Vocabulary; Quarter (Canadian coin); Subject (documents); Mastery learning; Mathematical problem","score_opus":0.10728022183739126,"score_gpt":0.4081050910097838,"score_spread":0.30082486917239254,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415442523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99646086,0.00024309519,0.00039895388,0.000066854176,0.000023308434,0.00010413778,0.00006439969,0.00006163525,0.0025767295],"genre_scores_gemma":[0.98854476,0.00064180687,0.0048802374,0.00010012403,0.000016077269,0.0002568451,0.00013182424,0.000028080116,0.005400251],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99953234,0.00017603453,0.000045530327,0.00008250133,0.00011053012,0.00005303435],"domain_scores_gemma":[0.9985856,0.0007079076,0.0002023842,0.00008280332,0.000107628315,0.00031371956],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076552463,0.0005564847,0.00059908465,0.00038855954,0.00021495494,0.000712539,0.00040405735,0.00043063692,0.0029130315],"category_scores_gemma":[0.0024796615,0.00012252237,0.000610352,0.00024237076,0.00019890052,0.00024658715,0.0006499001,0.000507333,0.00043585006],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023789661,0.07240096,0.057653535,0.0031046898,0.00090803305,0.0013188262,0.0054507474,0.0017683022,0.10676411,0.00094999466,0.003509258,0.722382],"study_design_scores_gemma":[0.002355763,0.18656908,0.72052026,0.00059471035,0.0018760066,0.0008748211,0.0029980317,0.0028255694,0.06318282,0.00079024635,0.017261446,0.00015124823],"about_ca_topic_score_codex":0.0019887015,"about_ca_topic_score_gemma":0.0022678443,"teacher_disagreement_score":0.0029130315,"about_ca_system_score_codex":0.00018495008,"about_ca_system_score_gemma":0.0004954304,"threshold_uncertainty_score":0.009745061},"labels":[],"label_agreement":null},{"id":"W4417305731","doi":"10.69651/pijhss0404626","title":"Support instructional materials in Science for Grade 5 learners","year":2025,"lang":"","type":"article","venue":"Pantao, international journal of the humanities and social sciences","topic":"Innovative Education Methods and Tools","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); GRASP; Cluster grouping; Science learning; Quarter (Canadian coin); Academic achievement; Science education","score_opus":0.26239378917383843,"score_gpt":0.4959137540277376,"score_spread":0.23351996485389914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417305731","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9970902,0.00019056739,0.00038091437,0.000096817465,0.000009363583,0.000079738675,0.000059485614,0.000019743333,0.0020730249],"genre_scores_gemma":[0.9900962,0.0004526879,0.0064040795,0.00006549055,0.000008608804,0.00016503528,0.00031196364,0.0000049999007,0.0024908262],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99929714,0.00019870703,0.00007508295,0.000050721024,0.00027473576,0.00010364352],"domain_scores_gemma":[0.9984438,0.00041708042,0.00044050624,0.000072388044,0.00030623638,0.00032000538],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001317936,0.00029281815,0.00037441152,0.0010818637,0.00067491597,0.0016525271,0.0008257531,0.0004739234,0.002396022],"category_scores_gemma":[0.004412798,0.00016648903,0.0003419818,0.00066572166,0.00020621612,0.0006950556,0.001406657,0.00042833912,0.00060966134],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00062504335,0.0052606156,0.455176,0.0015711236,0.00007062855,0.0014377855,0.018532382,0.0007464238,0.01846389,0.0015021233,0.002852615,0.4937614],"study_design_scores_gemma":[0.000058168775,0.007735984,0.89765024,0.00092786894,0.000111316294,0.0006859793,0.03420485,0.0008389267,0.014072504,0.000893959,0.042758424,0.000061730956],"about_ca_topic_score_codex":0.0019205551,"about_ca_topic_score_gemma":0.006421759,"teacher_disagreement_score":0.002396022,"about_ca_system_score_codex":0.00066017243,"about_ca_system_score_gemma":0.0016709269,"threshold_uncertainty_score":0.008015454},"labels":[],"label_agreement":null},{"id":"W7122821471","doi":"10.69651/pijhss0404683","title":"The implementation of E-learning games in teaching Edukasyong Pantahanan at Pangkabuhayan (EPP) and the academic outcomes of the Grade 5 learners of Kabakahan Elementary School, Agusan Del Sur division: A pre-experimental approach","year":2025,"lang":"","type":"article","venue":"Pantao, international journal of the humanities and social sciences","topic":"Online Learning Methods and Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Descriptive statistics; Quarter (Canadian coin); Game based learning; Student engagement; Academic year; Significant difference","score_opus":0.04443558949366854,"score_gpt":0.4069411475160497,"score_spread":0.36250555802238116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7122821471","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99960464,0.000014739962,0.000039320697,0.000008486992,0.000002712691,0.00010094737,0.000007044275,0.0000018843971,0.00022026339],"genre_scores_gemma":[0.99556196,0.00015564052,0.0017910937,0.00003393365,0.000005960436,0.0007450691,0.000066716064,0.0000017338117,0.0016379441],"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","domain_scores_codex":[0.99939144,0.00014529731,0.000057103203,0.000104717124,0.00015750303,0.00014391205],"domain_scores_gemma":[0.99916875,0.00022001936,0.00018248423,0.000047303816,0.00011666901,0.00026476558],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010750414,0.00054226274,0.00063717,0.00036017984,0.0005664906,0.0008266301,0.00074613915,0.00054205913,0.0013707124],"category_scores_gemma":[0.0013058436,0.00028231763,0.0005411485,0.00021780137,0.00046307984,0.00046713164,0.0008124282,0.0009229062,0.00023791596],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008774772,0.2614101,0.26413956,0.0023538144,0.00033047196,0.0016148628,0.02610289,0.001847776,0.09460309,0.0008676712,0.000765166,0.3371898],"study_design_scores_gemma":[0.00067805557,0.12583645,0.8244,0.00023263546,0.0002802998,0.00014757976,0.01804725,0.0008246688,0.024186663,0.00023095786,0.005047411,0.00008809063],"about_ca_topic_score_codex":0.00300548,"about_ca_topic_score_gemma":0.0074494197,"teacher_disagreement_score":0.00300548,"about_ca_system_score_codex":0.0007260342,"about_ca_system_score_gemma":0.0013220923,"threshold_uncertainty_score":0.0059759617},"labels":[],"label_agreement":null}]}