{"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":"7a32cec6a89a","filters":{"venue":"The Palgrave Handbook of Educational Leadership and Management Discourse"}},"results":[{"id":"W4285204074","doi":"10.1007/978-3-030-39666-4_128-1","title":"An Etymology of Feminist Theory in Educational Administration","year":2022,"lang":"en","type":"book-chapter","venue":"The Palgrave Handbook of Educational Leadership and Management Discourse","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Presupposition; Etymology; Field (mathematics); Scholarship; Categorical variable; Epistemology; Sociology; Linguistics; Philosophy; Mathematics; Political science; Pure mathematics; Law","authors":[{"name":"Dawn Wallin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1279170661443004,"gpt":0.3486422423013316,"spread":0.2207251761570312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002053021,0.0004425881,0.0003899725,0.001324226,0.003672767,0.005897162,0.001090897,0.002435708,0.01142514],"category_scores_gemma":[0.002430906,0.0002572631,0.0002620171,0.001787779,0.02325955,0.005417303,0.002012505,0.004807236,0.002064953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003488214,"about_ca_system_score_gemma":0.003644828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003786262,"about_ca_topic_score_gemma":0.004976633,"domain_scores_codex":[0.998188,0.00109935,0.00003914231,0.0001607438,0.0003511512,0.0001616034],"domain_scores_gemma":[0.998785,0.0009154685,0.0000478622,0.00006571677,0.0001196313,0.00006633726],"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":[0.000002028413,0.000005224085,0.00002264373,0.00001337423,3.678424e-7,0.00001658701,0.001905695,0.00003080687,0.00002592385,0.9857315,0.007796862,0.004448933],"study_design_scores_gemma":[0.00000489962,0.00001053124,0.0001527207,0.000123083,9.144451e-7,0.00008034189,0.002071901,0.00016803,0.0001066735,0.4388186,0.5584569,0.000005446829],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002398206,0.01413939,0.01976681,0.04188579,0.002267597,0.00005772124,0.00008074851,0.00005579765,0.9193479],"genre_scores_gemma":[0.3123455,0.01371267,0.01534041,0.01683149,0.005378375,0.0005055429,0.0001101952,0.0002907549,0.6354851],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9963272,"threshold_uncertainty_score":0.03822088,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}