{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"b465650cda73","filters":{"venue":"Springer series in international social work"}},"results":[{"id":"W4388533975","doi":"10.1007/978-3-031-37712-9_3","title":"Acting with Intentional Dissent as Minorities: Opportunities and Challenges in the Higher Education","year":2023,"lang":"en","type":"book-chapter","venue":"Springer series in international social work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Dissent; Racism; Queer; Gender studies; Sociology; Economic Justice; Resistance (ecology); Political science; Criminology; Public relations; Law; Politics","authors":[{"name":"Bindi Bennett","is_ca":false},{"name":"Donna Baines","is_ca":true},{"name":"Trevor G. Gates","is_ca":false},{"name":"Debora Ortega","is_ca":false},{"name":"Jioji Ravulo","is_ca":false},{"name":"Dyann Ross","is_ca":false},{"name":"Zhaohui Su","is_ca":false},{"name":"K. Evans","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1436815058383362,"gpt":0.3572836395752689,"spread":0.2136021337369326,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01297164,0.0005132442,0.0006573785,0.001101782,0.01785397,0.02071307,0.002024178,0.005417789,0.007690048],"category_scores_gemma":[0.01185968,0.0002355802,0.0004785739,0.001252868,0.0220858,0.01363125,0.01407342,0.01138811,0.001147245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003905359,"about_ca_system_score_gemma":0.01208661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005637149,"about_ca_topic_score_gemma":0.01293397,"domain_scores_codex":[0.9899739,0.006341991,0.0001383985,0.0003991223,0.001245071,0.001901537],"domain_scores_gemma":[0.9908212,0.004165873,0.0006925695,0.0002518983,0.0005611354,0.003507312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003787617,0.0002004406,0.002992579,0.0001006406,0.00001238409,0.0006316236,0.3776591,0.00007805258,0.0002106668,0.4977523,0.04517241,0.07515195],"study_design_scores_gemma":[0.0000220113,0.00007875681,0.0021572,0.0008960313,0.00001253798,0.000587637,0.6177698,0.0002845719,0.0002180314,0.1604999,0.2174333,0.00004018256],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1609382,0.02855877,0.00254383,0.3148639,0.007581042,0.00008926143,0.0000370386,0.00005866723,0.4853293],"genre_scores_gemma":[0.8751,0.01066492,0.001517144,0.02563188,0.002652326,0.0001633848,0.00002700425,0.00009659361,0.08414678],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02071307,"threshold_uncertainty_score":0.06860143,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388515998","doi":"10.1007/978-3-031-37712-9_1","title":"Understanding Indigenous Social Work Education and Practice: Local and Global Debates","year":2023,"lang":"en","type":"book-chapter","venue":"Springer series in international social work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Indigenization; Indigenous; Decolonization; Sociology; Social work; Work (physics); Indigenous education; Social science; Environmental ethics; Engineering ethics; Political science; Gender studies; Anthropology; Engineering; Politics","authors":[{"name":"Koustab Majumdar","is_ca":false},{"name":"Rajendra Baikady","is_ca":true},{"name":"Ashok Antony D’Souza","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07677126644321004,"gpt":0.3682507327659379,"spread":0.2914794663227279,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005757235,0.0004126384,0.0007873305,0.002014925,0.00747147,0.01448155,0.001561714,0.003953035,0.01057194],"category_scores_gemma":[0.005659862,0.0002259474,0.000271376,0.004808447,0.04613246,0.009827906,0.006520905,0.006712508,0.0005432817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01004326,"about_ca_system_score_gemma":0.01359248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02743009,"about_ca_topic_score_gemma":0.0464352,"domain_scores_codex":[0.997517,0.00127093,0.00005978509,0.0001765518,0.0004836355,0.0004921262],"domain_scores_gemma":[0.9955136,0.003459827,0.0001689505,0.0002065159,0.0002641862,0.0003868541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000627629,0.00003188445,0.0001899752,0.0002094951,0.00000370995,0.00007258318,0.1094593,0.00008474205,0.00007038029,0.8595236,0.005240732,0.02510738],"study_design_scores_gemma":[0.00000723665,0.00002774883,0.002367295,0.001752071,0.00001228048,0.0001251531,0.2013494,0.0002238788,0.0001499647,0.4812173,0.3127507,0.00001693893],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03538415,0.06494993,0.003323608,0.1344184,0.00119343,0.00003365323,0.00003928601,0.00004642029,0.7606111],"genre_scores_gemma":[0.8424973,0.06090461,0.002114388,0.008283214,0.002166004,0.0001233547,0.00005203142,0.0001196065,0.08373935],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02743009,"threshold_uncertainty_score":0.0728693,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388543005","doi":"10.1007/978-3-031-37712-9_25","title":"Interconnectedness and Cocreating Indigenous Social Work: Collaborative Approach and Future Directions for Sustainable Development","year":2023,"lang":"en","type":"book-chapter","venue":"Springer series in international social work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Indigenization; Indigenous; Sociology; Context (archaeology); Social work; Social change; Theme (computing); Work (physics); Public relations; Engineering ethics; Political science; Engineering; Geography","authors":[{"name":"Koustab Majumdar","is_ca":false},{"name":"Rajendra Baikady","is_ca":true},{"name":"Ashok Antony D’Souza","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02603568933736219,"gpt":0.3132151853858636,"spread":0.2871794960485014,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00337952,0.0006595245,0.0007386098,0.002224058,0.004878836,0.009736619,0.002106538,0.001730979,0.009086167],"category_scores_gemma":[0.004056944,0.000251047,0.0004993094,0.004252319,0.02551418,0.009926314,0.01048487,0.002449734,0.0004700412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003651005,"about_ca_system_score_gemma":0.007921335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006987137,"about_ca_topic_score_gemma":0.0185648,"domain_scores_codex":[0.9980354,0.0009353636,0.00006200772,0.000225918,0.0004693484,0.0002720501],"domain_scores_gemma":[0.9974757,0.00137362,0.0001818447,0.0003932914,0.0002367027,0.0003388062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000780586,0.00004293789,0.0006934011,0.000255929,0.00001645832,0.000161871,0.08604328,0.0002261476,0.000357255,0.8510586,0.002943298,0.05819299],"study_design_scores_gemma":[0.000007067653,0.00005842932,0.003339794,0.0008259977,0.00003367836,0.0003309896,0.118565,0.0006968772,0.0003145586,0.6621568,0.2136457,0.00002514692],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07140598,0.02340998,0.03538787,0.02167607,0.001074105,0.000153717,0.0000411035,0.0001305065,0.8467208],"genre_scores_gemma":[0.8712041,0.01881064,0.01836926,0.001144266,0.0006246828,0.0003160471,0.00006855291,0.0001439491,0.08931859],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009736619,"threshold_uncertainty_score":0.03039622,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4388534536","doi":"10.1007/978-3-031-37712-9_11","title":"Indigenous Social Work Education for the Global South","year":2023,"lang":"en","type":"book-chapter","venue":"Springer series in international social work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Indigenization; Indigenous; Globe; Social work; Work (physics); Global South; Global education; Political science; Sociology; Perspective (graphical); Public relations; Economic growth; Social science; Pedagogy; Geography; Engineering; Medicine","authors":[{"name":"Koustab Majumdar","is_ca":false},{"name":"Rajendra Baikady","is_ca":true},{"name":"Ashok Antony D’Souza","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04401033327176605,"gpt":0.3547706081475753,"spread":0.3107602748758093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009896873,0.0004404471,0.0003199677,0.000809199,0.004246478,0.003420233,0.0007278554,0.001217969,0.02993597],"category_scores_gemma":[0.001306812,0.0001740306,0.0002710804,0.001361197,0.003183461,0.002128702,0.004635287,0.002584102,0.002042022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0041942,"about_ca_system_score_gemma":0.01501085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04229674,"about_ca_topic_score_gemma":0.1349083,"domain_scores_codex":[0.9996243,0.0001095227,0.00001077507,0.00002528624,0.0001139534,0.0001162949],"domain_scores_gemma":[0.999545,0.0001223293,0.00001734095,0.00003980923,0.00006390391,0.000211556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003517533,0.0002653628,0.001007564,0.001383351,0.00001168894,0.0004311094,0.07850423,0.0003470856,0.001119303,0.2958691,0.1585526,0.4624735],"study_design_scores_gemma":[0.000004239393,0.00003497793,0.002705184,0.0006801445,0.000006771353,0.0001199627,0.01842178,0.0001153152,0.0001654591,0.0236913,0.9540461,0.00000859236],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02029186,0.07259568,0.001736517,0.0351271,0.003847164,0.000071917,0.00005690058,0.000153726,0.8661191],"genre_scores_gemma":[0.1523435,0.07249542,0.003058396,0.002901753,0.001818233,0.00009849244,0.00008275533,0.0001479796,0.7670535],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04229674,"threshold_uncertainty_score":0.1001459,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}