{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"9310df1e4c8d","filters":{"venue":"JMPI Jurnal Manajemen Pendidikan dan Pemikiran Islam"}},"results":[{"id":"W4406595044","doi":"10.71305/jmpi.v2i2.85","title":"The Role of Stakeholder Engagement in Enhancing Educational Outcomes in South Africa","year":2024,"lang":"en","type":"article","venue":"JMPI Jurnal Manajemen Pendidikan dan Pemikiran Islam","topic":"Education Systems and Policy","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":"University of Toronto","funders":"","keywords":"Stakeholder engagement; Stakeholder; Political science; Business; Public relations","authors":[{"name":"John J. Smith","is_ca":false},{"name":"L. Keoki Williams","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04992640531864997,"gpt":0.3407835004637458,"spread":0.2908570951450958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01126193,0.0004264005,0.0002482057,0.001252011,0.005895371,0.004599167,0.0005663597,0.0007044372,0.003164907],"category_scores_gemma":[0.0145522,0.0002043775,0.0002506542,0.000775152,0.003283662,0.003521755,0.009105623,0.001046573,0.0001873544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002540676,"about_ca_system_score_gemma":0.008107803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002344863,"about_ca_topic_score_gemma":0.004656564,"domain_scores_codex":[0.9890901,0.008305653,0.0002110429,0.0002339079,0.0007120619,0.001447183],"domain_scores_gemma":[0.9913853,0.004175188,0.001564868,0.0002846271,0.0005890718,0.002000956],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0003023949,0.0009646817,0.1164146,0.002058693,0.0001289864,0.003950183,0.5048475,0.0009228408,0.006829029,0.05403974,0.003263677,0.3062776],"study_design_scores_gemma":[0.00006684374,0.001087636,0.1321512,0.002498305,0.00009595051,0.001381438,0.7278539,0.00129564,0.004271458,0.04146923,0.08774348,0.00008496636],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.927185,0.001337669,0.004215495,0.01253338,0.0000969129,0.0002641747,0.00002523833,0.00002790666,0.05431417],"genre_scores_gemma":[0.9983855,0.0002751614,0.0005924948,0.0001383577,0.000006743348,0.00003812723,0.000003325153,0.000002872459,0.0005572982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01126193,"threshold_uncertainty_score":0.05955946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}