{"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":"22676da30396","filters":{"venue":"Personalia Pelajar"}},"results":[{"id":"W2274058900","doi":"10.17576/personalia.1701.2014.10","title":"Pemupukan Kemahiran Insaniah Melalui Kursus Bina Insan Guru dalam Kalangan Siswa Guru Institut Pendidikan Guru","year":2014,"lang":"id","type":"article","venue":"Personalia Pelajar","topic":"Education and Islamic Studies","field":"Social Sciences","cited_by":1,"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":"Physics; Humanities; General education; Sociology; Pedagogy; Philosophy","authors":[{"name":"Mohd Norhiza","is_ca":true},{"name":"Faridah Hani Mohamed Salleh","is_ca":true},{"name":"Mukhtar Farah","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03091407435394852,"gpt":0.3048073032797334,"spread":0.2738932289257849,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003876856,0.0005871259,0.0002523226,0.0005174051,0.00330373,0.002377582,0.000409021,0.00065281,0.01884907],"category_scores_gemma":[0.0003983581,0.0002006218,0.0001979427,0.0008031781,0.001119827,0.00140983,0.001624997,0.0009799242,0.003813901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001757298,"about_ca_system_score_gemma":0.004128108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004846026,"about_ca_topic_score_gemma":0.009961443,"domain_scores_codex":[0.9996561,0.00005859337,0.00001811157,0.00005756483,0.0001249407,0.00008477717],"domain_scores_gemma":[0.9997665,0.00004490427,0.00002907483,0.00001876715,0.00009138368,0.00004933834],"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":[0.0005617947,0.0007444321,0.01958713,0.001918543,0.00005681067,0.005809471,0.03580409,0.001537575,0.02154914,0.1651761,0.06715731,0.6800976],"study_design_scores_gemma":[0.0000250124,0.0001696028,0.01853793,0.0004984593,0.00004410379,0.002930438,0.0260469,0.0007038123,0.006293535,0.006101887,0.9385894,0.00005891988],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3027082,0.01164379,0.006622653,0.009635853,0.001468673,0.0002879268,0.0003474375,0.000542544,0.666743],"genre_scores_gemma":[0.7614847,0.01055946,0.01225668,0.001850313,0.0001825825,0.0002068292,0.0005045298,0.000163504,0.2127914],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01884907,"threshold_uncertainty_score":0.06305641,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4394865447","doi":"10.17576/personalia.1802.2015.12","title":"Sukarelawan Telecenter Untuk Membandarkan Desa Melalui Reruang Siber","year":2015,"lang":"id","type":"article","venue":"Personalia Pelajar","topic":"SMEs Development and Digital Marketing","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":"WiLAN (Canada)","funders":"","keywords":"Psychology","authors":[{"name":"Abdul Jalaluddin","is_ca":true},{"name":"Abdul Malek","is_ca":true},{"name":"Mohamad Razak","is_ca":true},{"name":"Sukimi Fauzi","is_ca":true},{"name":"Mohd Asruladlyi","is_ca":true},{"name":"Ibrahim Sukarelawan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.052715116256538,"gpt":0.2965625219619979,"spread":0.2438474057054599,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004350875,0.0004832287,0.0001985023,0.0005253269,0.002392803,0.002140922,0.0002974731,0.0008243989,0.03587735],"category_scores_gemma":[0.0005252225,0.0002176361,0.000163807,0.001045834,0.0005132229,0.001865841,0.001452073,0.001027462,0.007871119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031361,"about_ca_system_score_gemma":0.003022186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002692165,"about_ca_topic_score_gemma":0.007003816,"domain_scores_codex":[0.9997098,0.00005134921,0.00001839441,0.00004334569,0.00006346674,0.000113575],"domain_scores_gemma":[0.9994581,0.000131552,0.00008582047,0.00004405189,0.0001148587,0.0001656523],"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":[0.001416104,0.001291887,0.09941984,0.00259721,0.00005877548,0.02343101,0.02896174,0.001683308,0.04491279,0.063649,0.08135355,0.6512249],"study_design_scores_gemma":[0.00005229108,0.0004308373,0.06043504,0.0006852977,0.0000338026,0.007312583,0.03747085,0.001095105,0.01085952,0.002374205,0.8791727,0.00007780633],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5480369,0.004051288,0.00312835,0.005312801,0.0005291894,0.0003555943,0.0007875043,0.0004277758,0.4373706],"genre_scores_gemma":[0.7642767,0.003257765,0.003291851,0.0008760152,0.00005899071,0.0001940724,0.0006832815,0.00008852001,0.2272728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03587735,"threshold_uncertainty_score":0.1200217,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}