{"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":"1653869c24f9","filters":{"venue":"AHURI Final Report"}},"results":[{"id":"W4283203918","doi":"10.18408/ahuri7127201","title":"Assisting first home buyers: an international policy review","year":2022,"lang":"en","type":"article","venue":"AHURI Final Report","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Australian Housing and Urban Research Institute; Australian Government","keywords":"Business","authors":[{"name":"Hal Pawson","is_ca":false},{"name":"Chris Martin","is_ca":false},{"name":"Julie Lawson","is_ca":false},{"name":"Stephen Whelan","is_ca":false},{"name":"Fatemeh Aminpour","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07052710776192972,"gpt":0.2881009284039744,"spread":0.2175738206420447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001045816,0.0001693437,0.0004148143,0.0002707437,0.0003910325,0.00006349824,0.0004447503,0.00004567299,0.00185047],"category_scores_gemma":[0.0001608093,0.0002157541,0.000176203,0.0004326768,0.00004125741,0.0003647437,0.0002102245,0.0002703339,0.000178827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003357636,"about_ca_system_score_gemma":0.0001141819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001372079,"about_ca_topic_score_gemma":0.00004120121,"domain_scores_codex":[0.9980099,0.00001942101,0.0009306767,0.0005721141,0.0001342581,0.0003336623],"domain_scores_gemma":[0.9984602,0.0000269713,0.0007940339,0.0005684353,0.00005045481,0.00009993876],"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":[0.00007009917,0.0008459637,0.2728848,0.0005231505,0.0002275742,0.004648,0.001293639,0.0004067549,0.00001805774,0.6462163,0.04929237,0.02357319],"study_design_scores_gemma":[0.0002195365,0.00006983941,0.05548059,0.00006981227,0.000006849859,0.0009967914,0.00001020557,0.0001540591,0.000002487933,0.002497166,0.9402217,0.0002710101],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3038041,0.009972198,0.0007006638,0.0111004,0.003319537,0.0004676655,0.0003674185,0.0002255056,0.6700425],"genre_scores_gemma":[0.9732538,0.003779508,0.001018336,0.003285905,0.0007734775,0.0001196302,0.0002071865,0.00004882937,0.01751337],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8909293,"threshold_uncertainty_score":0.999062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403371111","doi":"10.18408/ahuri5329001","title":"Voicing First Nations Country, culture and community in urban policy","year":2024,"lang":"en","type":"article","venue":"AHURI Final Report","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Voice; Political science; Economic growth; Development economics; Geography; Business; Economics; Linguistics","authors":[{"name":"Elle Davidson","is_ca":false},{"name":"Libby Porter","is_ca":false},{"name":"Ani Landau-Ward","is_ca":false},{"name":"Ed Wensing","is_ca":false},{"name":"Matthew Kelly","is_ca":false},{"name":"Donald McNeill","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0238127068408732,"gpt":0.3010611208035,"spread":0.2772484139626268,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006152462,0.0000408146,0.00006663555,0.000378839,0.001795308,0.0003030781,0.00007841649,0.00006273944,0.00006506208],"category_scores_gemma":[0.0008969299,0.00005072957,0.00002327824,0.0005742387,0.0002695539,0.0001720032,0.00002263379,0.0003002138,0.00001688084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007106042,"about_ca_system_score_gemma":0.001058036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8799092,"about_ca_topic_score_gemma":0.9926193,"domain_scores_codex":[0.999413,0.000064372,0.0001284677,0.00009444269,0.0001640056,0.0001356864],"domain_scores_gemma":[0.999655,0.0001092853,0.00002750245,0.0001034776,0.00003001694,0.00007468207],"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":[0.000005781294,0.0001054803,0.02526819,0.0002490988,0.00003272116,0.002415133,0.2889306,0.00001088616,0.0000319095,0.4982795,0.1812696,0.003401009],"study_design_scores_gemma":[0.00002963859,0.000008176106,0.01845535,0.00006587684,0.000006024414,0.00005388053,0.001586974,0.000005174289,3.753965e-7,0.0009559109,0.9787747,0.00005788293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3058614,0.001836018,0.000006798532,0.005367996,0.0004602748,0.0001358157,0.00002765463,0.00009109553,0.686213],"genre_scores_gemma":[0.9299666,0.0004075681,0.00001345227,0.00009786621,0.00025581,0.000006134097,0.00001130355,0.000004499525,0.06923681],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7975051,"threshold_uncertainty_score":0.9995042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403370809","doi":"10.18408/ahuri5329101","title":"First Nations peoples’ engagement with urban policy: A policy synthesis in support of AHURI Final Report No. 430","year":2024,"lang":"en","type":"article","venue":"AHURI Final Report","topic":"Indigenous Health, Education, and Rights","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Urban policy; Public administration; Urban planning; Engineering; Civil engineering","authors":[{"name":"Ed Wensing","is_ca":false},{"name":"Matthew Kelly","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03041016383827235,"gpt":0.3414144341525469,"spread":0.3110042703142746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003037794,0.0002574624,0.0004092461,0.00111215,0.002709644,0.0001071278,0.0003135056,0.00018972,0.0004306792],"category_scores_gemma":[0.00115825,0.0002152259,0.0001597785,0.001991554,0.0003471531,0.0003343687,0.000009945385,0.0003233029,0.0001132862],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031245,"about_ca_system_score_gemma":0.08514923,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3575529,"about_ca_topic_score_gemma":0.841298,"domain_scores_codex":[0.996177,0.0002094837,0.001113298,0.0006390829,0.001054317,0.0008068787],"domain_scores_gemma":[0.9972769,0.0009062669,0.0004833576,0.0005888837,0.0004753919,0.0002691718],"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":[0.00008180138,0.001005021,0.03749382,0.001137578,0.0001818891,0.007207931,0.3807477,0.00004012358,0.000008748977,0.5632753,0.008457174,0.000362858],"study_design_scores_gemma":[0.0001235952,0.0001432139,0.02510279,0.000293876,0.00006016332,0.0008421391,0.001523777,0.000004588092,0.00009500247,0.0007999292,0.9707222,0.0002887266],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4622321,0.0001276869,0.00005207216,0.007223523,0.0008056494,0.0009160883,0.00004289536,0.0001612344,0.5284387],"genre_scores_gemma":[0.8644818,0.001595082,0.0006106236,0.00007576709,0.001783167,0.00007627738,0.00005958388,0.00003860945,0.1312791],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.962265,"threshold_uncertainty_score":0.9985887,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}