{"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":"69da0a204596","filters":{"venue":"Academy of Education and Social Sciences Review"}},"results":[{"id":"W4405229195","doi":"10.48112/aessr.v4i4.939","title":"Experiencing School Leadership A Phenomenological Study of the Mental Models of Secondary School Principals in Karachi","year":2024,"lang":"en","type":"article","venue":"Academy of Education and Social Sciences Review","topic":"Teacher Education and Leadership Studies","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":"Fanshawe College","funders":"","keywords":"Educational leadership; Context (archaeology); Psychology; Thematic analysis; Pedagogy; Interpretative phenomenological analysis; Qualitative research; Leadership style; Leadership studies; Phenomenology (philosophy); Sociology; Social psychology; Social science","authors":[{"name":"Nazia Bano","is_ca":true},{"name":"Ishtiaq Ahmed","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3993234848228424,"gpt":0.4877762283851239,"spread":0.0884527435622815,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00581855,0.0003870901,0.0008193654,0.001416189,0.008411976,0.004678702,0.001256133,0.001161072,0.0009785173],"category_scores_gemma":[0.007512721,0.0005308785,0.000369134,0.002152936,0.01338934,0.003440621,0.00407286,0.002563269,0.0001688769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004355898,"about_ca_system_score_gemma":0.008410946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01475871,"about_ca_topic_score_gemma":0.02342085,"domain_scores_codex":[0.9939745,0.004383507,0.0001708834,0.0002255757,0.0005216439,0.0007239656],"domain_scores_gemma":[0.9949191,0.00297611,0.0006587641,0.0002008797,0.0005454278,0.0006996495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002276327,0.00003477435,0.005804399,0.0002298978,0.000007805355,0.000970227,0.9849658,0.00003018714,0.0002699952,0.00120911,0.0005464703,0.005908554],"study_design_scores_gemma":[0.000003129232,0.00003732957,0.003606708,0.0001642161,0.000004306903,0.0003691992,0.9901618,0.000009425522,0.00004559983,0.0002216403,0.005368071,0.000008654609],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9855019,0.005568868,0.0007809946,0.003329988,0.00008006526,0.0001069734,0.00003815387,0.000007442743,0.004585529],"genre_scores_gemma":[0.9943349,0.004264344,0.0002138545,0.0004411362,0.00002155843,0.00005641136,0.00002048477,0.000004667227,0.0006425662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01475871,"threshold_uncertainty_score":0.03160435,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}