{"meta":{"query_hash":"7a32cec6a89a","filters":{"venue":"The Palgrave Handbook of Educational Leadership and Management Discourse"},"cohort_total":1,"direct_labels_cover":0,"predictions_cover":1,"exported":1,"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/7a32cec6a89a","api":"https://metacan.xera.ac/api/v1/cohort?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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.1279170661443004,"score_gpt":0.34864224230133156,"score_spread":0.22072517615703116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285204074","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":[0.002398206,0.014139387,0.01976681,0.04188579,0.0022675972,0.00005772124,0.00008074851,0.000055797645,0.91934794],"genre_scores_gemma":[0.31234553,0.013712671,0.01534041,0.016831491,0.0053783753,0.0005055429,0.00011019523,0.00029075495,0.63548505],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99818796,0.0010993504,0.000039142305,0.00016074383,0.0003511512,0.00016160336],"domain_scores_gemma":[0.99878496,0.0009154685,0.000047862202,0.00006571677,0.00011963126,0.000066337256],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0020530215,0.00044258812,0.0003899725,0.0013242257,0.0036727672,0.005897162,0.0010908975,0.0024357082,0.011425139],"category_scores_gemma":[0.0024309058,0.0002572631,0.00026201713,0.0017877794,0.02325955,0.005417303,0.0020125054,0.0048072357,0.0020649533],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000020284133,0.0000052240853,0.00002264373,0.000013374231,3.6784238e-7,0.00001658701,0.0019056953,0.000030806867,0.000025923853,0.98573154,0.007796862,0.004448933],"study_design_scores_gemma":[0.00000489962,0.000010531237,0.00015272069,0.00012308302,9.144451e-7,0.00008034189,0.0020719012,0.00016802996,0.00010667349,0.4388186,0.5584569,0.000005446829],"about_ca_topic_score_codex":0.0037862617,"about_ca_topic_score_gemma":0.0049766325,"teacher_disagreement_score":0.9963272,"about_ca_system_score_codex":0.0034882145,"about_ca_system_score_gemma":0.0036448282,"threshold_uncertainty_score":0.038220882},"labels":[],"label_agreement":null}]}