{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"c1ae99848ab3","filters":{"venue":"Administration in Social Work"}},"results":[{"id":"W2006810291","doi":"10.1300/j147v26n03_02","title":"An Exploration of Supervisor's and Manager's Responses to Child Welfare Reform","year":2002,"lang":"en","type":"article","venue":"Administration in Social Work","topic":"Social Work Education and Practice","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Accountability; Stressor; Welfare; Supervisor; Psychology; Welfare reform; Business; Clinical psychology; Political science; Economics; Management","authors":[{"name":"Cheryl Regehr","is_ca":true},{"name":"Shirley Chau","is_ca":true},{"name":"Bruce Leslie","is_ca":false},{"name":"Phillip Howe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08259920743816815,"gpt":0.3828678105212642,"spread":0.3002686030830961,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006687948,0.00008182767,0.000126332,0.0001040042,0.00186346,0.0001106911,0.0001265917,0.0001299313,0.00116263],"category_scores_gemma":[0.0003315722,0.00009691145,0.00002837328,0.001621775,0.0001316011,0.001028403,0.00001136392,0.0001182282,0.00003943246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001095684,"about_ca_system_score_gemma":0.00004196309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003058705,"about_ca_topic_score_gemma":0.002314299,"domain_scores_codex":[0.9986727,0.0004316188,0.0002631042,0.0001836846,0.0002741426,0.000174805],"domain_scores_gemma":[0.9994888,0.00009341339,0.0001112342,0.0001046405,0.00008902828,0.0001128857],"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":[0.000305729,0.000437672,0.01080759,0.00001507117,0.00001498856,0.000004189207,0.1933635,0.000002177656,0.0000165205,0.7501684,0.002432169,0.04243197],"study_design_scores_gemma":[0.0003758666,0.0002222616,0.2066353,0.00002513959,0.00002074481,6.450804e-7,0.2504078,0.00000309046,0.00005989377,0.003815616,0.5381119,0.0003218172],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3983866,0.0001083404,0.0000664912,0.3594242,0.0004604493,0.0005375722,0.000008548817,0.00008224155,0.2409256],"genre_scores_gemma":[0.9968842,0.00005988965,0.0002918687,0.0003913841,0.0003541838,0.00004432297,0.00001013832,0.000009169392,0.001954806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7463528,"threshold_uncertainty_score":0.9997504,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2213446869","doi":"10.1300/j147v30n02_04","title":"The Development of a Caseload Weighting Tool","year":2006,"lang":"en","type":"article","venue":"Administration in Social Work","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Weighting; Workload; Psychosocial; Computer science; Operations management; Key (lock); Process management; Risk analysis (engineering); Medicine; Business; Engineering; Computer security","authors":[{"name":"Constance Lechman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02307254620392612,"gpt":0.2635920664066764,"spread":0.2405195202027502,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006484683,0.00007654791,0.0000920321,0.00004817135,0.0006516991,0.0001561717,0.0001201615,0.00003955365,0.00006255026],"category_scores_gemma":[0.0000379219,0.00006530942,0.00003243505,0.00061112,0.00004919939,0.0002036919,0.00004727406,0.00006343906,0.00004969038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002807973,"about_ca_system_score_gemma":0.00004634519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005167611,"about_ca_topic_score_gemma":0.001106791,"domain_scores_codex":[0.999052,0.00001463732,0.0004519045,0.0001108475,0.0002102532,0.0001602923],"domain_scores_gemma":[0.9996302,0.00006106899,0.0001845832,0.00007196092,0.00005003956,0.00000221926],"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":[0.0001095932,0.0002000987,0.03777644,0.0001105718,0.00002089542,0.00000882155,0.000606437,0.00002704067,0.00005863457,0.9142845,0.0140502,0.03274678],"study_design_scores_gemma":[0.0005487878,0.000006673908,0.236531,0.00004756581,0.00001950185,2.167902e-7,0.002209815,0.00009761661,0.0002603756,0.02638113,0.7336046,0.0002927374],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9180545,0.0000303086,0.0008720285,0.004079202,0.0002525449,0.000282216,7.772383e-7,0.00004576762,0.07638267],"genre_scores_gemma":[0.9979849,3.823171e-7,0.0004254367,0.0001374541,0.0006161044,0.00003359365,0.00002372919,0.000006012669,0.0007724094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8879033,"threshold_uncertainty_score":0.5012408,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2019250995","doi":"10.1300/j147v30n01_04","title":"Evaluating Program Outcomes as Event Histories","year":2006,"lang":"en","type":"article","venue":"Administration in Social Work","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Outcome (game theory); Service (business); Event (particle physics); Service delivery framework; Conceptual framework; Computer science; Psychology; Process management; Applied psychology; Public relations; Business; Marketing; Sociology; Political science; Economics","authors":[{"name":"Yvonne A. Unrau","is_ca":false},{"name":"Heather J. Coleman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0896276467163477,"gpt":0.5149538321243083,"spread":0.4253261854079606,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005121161,0.0001155612,0.0002120836,0.00005742871,0.001020832,0.00001944909,0.00007617938,0.0001857227,0.0003897471],"category_scores_gemma":[0.0001656715,0.0001146746,0.0000990291,0.0005176248,0.00004867961,0.00007044673,0.00001846029,0.000271007,0.000134506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003523336,"about_ca_system_score_gemma":0.0004692964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002401048,"about_ca_topic_score_gemma":0.000497146,"domain_scores_codex":[0.9983795,0.0002729336,0.0005365225,0.0001902323,0.0002987203,0.0003221414],"domain_scores_gemma":[0.9992917,0.000244179,0.0002185182,0.0001064588,0.000103911,0.00003528348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004084265,0.0008731774,0.6796775,0.0001562531,0.00003813381,0.00002204708,0.02500039,0.0000139135,0.00005305608,0.06032204,0.1702445,0.06319046],"study_design_scores_gemma":[0.001238314,0.000382267,0.771983,0.00008517965,0.00005173289,7.212324e-7,0.01114928,0.000005003095,0.00002226489,0.01606837,0.1986916,0.0003222218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.94014,0.0001579247,0.00003281367,0.01310114,0.002558622,0.001113403,0.000004649181,0.0002449044,0.04264655],"genre_scores_gemma":[0.9840094,0.000001161942,0.001093882,0.0001333941,0.0009316327,0.0003885316,0.00006912717,0.00001536634,0.01335753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09230544,"threshold_uncertainty_score":0.7851516,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}