{"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":"86f16b3be520","filters":{"venue":"Journal for the Study of Postsecondary and Tertiary Education"}},"results":[{"id":"W2988751659","doi":"10.28945/4453","title":"Informing Expansion of Gender Inclusive Data Collection in Post-secondary Education in British Columbia","year":2019,"lang":"en","type":"article","venue":"Journal for the Study of Postsecondary and Tertiary Education","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Transgender; Inclusion (mineral); Gender diversity; Identification (biology); Gender balance; Diversity (politics); Psychology; Gender identity; Identity (music); Medical education; Sociology; Social psychology; Political science; Gender studies; Medicine; Corporate governance; Law; Management","authors":[{"name":"Kai Scott","is_ca":false},{"name":"Mary DeMarinis","is_ca":true},{"name":"Rosemary Ricciardelli","is_ca":true},{"name":"Gregory S. Andérson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0199480296955574,"gpt":0.3613398365743643,"spread":0.3413918068788069,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05509296,0.0003669792,0.0006882452,0.004651448,0.01908006,0.01149881,0.003756413,0.001512585,0.01066016],"category_scores_gemma":[0.07660143,0.0009180515,0.0003013768,0.004427066,0.00543343,0.003627637,0.009447586,0.003288147,0.001853325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.067269,"about_ca_system_score_gemma":0.2845754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8865263,"about_ca_topic_score_gemma":0.9598451,"domain_scores_codex":[0.9670009,0.01823292,0.002033001,0.002003799,0.005930146,0.004799302],"domain_scores_gemma":[0.8313738,0.04323084,0.006971985,0.007404821,0.06984114,0.04117741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000362095,0.0006956786,0.1871914,0.002159127,0.0000388378,0.002639962,0.4337016,0.0004588695,0.006676541,0.006231214,0.04404855,0.3157961],"study_design_scores_gemma":[0.00006138237,0.0002165082,0.1616038,0.003369109,0.00002546312,0.0001940093,0.6301993,0.00111378,0.001813557,0.002338307,0.1989025,0.000162211],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8345624,0.002305838,0.014294,0.04972227,0.0006701123,0.01581498,0.004003924,0.0005330265,0.07809333],"genre_scores_gemma":[0.9089696,0.002274544,0.03717117,0.009962224,0.00007457793,0.01084547,0.00107845,0.0001777934,0.02944623],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1134737,"threshold_uncertainty_score":0.4880731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}