{"meta":{"query_hash":"1653869c24f9","filters":{"venue":"AHURI Final Report"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/1653869c24f9","api":"https://metacan.xera.ac/api/v1/cohort?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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Australian Housing and Urban Research Institute; Australian Government","keywords":"Business","score_opus":0.07052710776192972,"score_gpt":0.2881009284039744,"score_spread":0.21757382064204467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283203918","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30380413,0.009972198,0.00070066383,0.011100404,0.0033195368,0.00046766546,0.00036741854,0.0002255056,0.67004246],"genre_scores_gemma":[0.9732538,0.0037795082,0.0010183356,0.003285905,0.00077347754,0.00011963018,0.00020718649,0.000048829366,0.017513368],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800986,0.000019421013,0.0009306767,0.00057211414,0.00013425805,0.00033366235],"domain_scores_gemma":[0.9984602,0.000026971302,0.00079403387,0.0005684353,0.000050454808,0.00009993876],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010458155,0.0001693437,0.00041481433,0.00027074368,0.0003910325,0.000063498235,0.00044475027,0.00004567299,0.0018504696],"category_scores_gemma":[0.00016080933,0.00021575415,0.00017620299,0.00043267678,0.00004125741,0.00036474367,0.00021022448,0.0002703339,0.00017882703],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007009917,0.00084596366,0.27288485,0.00052315055,0.00022757423,0.0046480005,0.0012936388,0.00040675487,0.000018057743,0.64621633,0.049292374,0.023573188],"study_design_scores_gemma":[0.00021953647,0.000069839414,0.055480592,0.00006981227,0.000006849859,0.0009967914,0.000010205567,0.00015405915,0.0000024879325,0.002497166,0.94022167,0.00027101007],"about_ca_topic_score_codex":0.0013720794,"about_ca_topic_score_gemma":0.000041201205,"teacher_disagreement_score":0.8909293,"about_ca_system_score_codex":0.00033576356,"about_ca_system_score_gemma":0.00011418194,"threshold_uncertainty_score":0.999062},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Urban policy; Public administration; Urban planning; Engineering; Civil engineering","score_opus":0.030410163838272348,"score_gpt":0.3414144341525469,"score_spread":0.3110042703142746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403370809","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4622321,0.00012768692,0.00005207216,0.0072235228,0.0008056494,0.00091608835,0.000042895357,0.00016123436,0.52843875],"genre_scores_gemma":[0.8644818,0.0015950825,0.00061062357,0.00007576709,0.001783167,0.00007627738,0.000059583883,0.000038609447,0.1312791],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99617696,0.00020948365,0.0011132978,0.0006390829,0.0010543168,0.00080687867],"domain_scores_gemma":[0.9972769,0.0009062669,0.0004833576,0.0005888837,0.00047539195,0.00026917175],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0030377938,0.00025746244,0.00040924613,0.00111215,0.0027096444,0.000107127846,0.00031350565,0.00018971998,0.0004306792],"category_scores_gemma":[0.00115825,0.00021522591,0.00015977849,0.0019915542,0.00034715314,0.00033436873,0.000009945385,0.00032330287,0.00011328617],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008180138,0.0010050214,0.037493818,0.0011375784,0.00018188909,0.007207931,0.3807477,0.000040123585,0.000008748977,0.56327534,0.008457174,0.00036285803],"study_design_scores_gemma":[0.00012359524,0.00014321385,0.025102789,0.00029387596,0.000060163322,0.00084213907,0.0015237775,0.000004588092,0.00009500247,0.0007999292,0.9707222,0.00028872665],"about_ca_topic_score_codex":0.3575529,"about_ca_topic_score_gemma":0.84129804,"teacher_disagreement_score":0.962265,"about_ca_system_score_codex":0.0010312452,"about_ca_system_score_gemma":0.08514923,"threshold_uncertainty_score":0.9985887},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Voice; Political science; Economic growth; Development economics; Geography; Business; Economics; Linguistics","score_opus":0.0238127068408732,"score_gpt":0.3010611208035,"score_spread":0.2772484139626268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403371111","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30586138,0.0018360179,0.000006798532,0.0053679957,0.00046027475,0.0001358157,0.000027654633,0.00009109553,0.68621296],"genre_scores_gemma":[0.92996657,0.00040756806,0.000013452271,0.000097866214,0.00025581,0.0000061340975,0.000011303553,0.0000044995254,0.069236815],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999413,0.000064372005,0.00012846767,0.00009444269,0.00016400563,0.00013568642],"domain_scores_gemma":[0.999655,0.000109285254,0.000027502454,0.000103477556,0.000030016936,0.000074682066],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00061524624,0.000040814597,0.00006663555,0.00037883903,0.0017953081,0.00030307812,0.000078416495,0.00006273944,0.00006506208],"category_scores_gemma":[0.00089692994,0.000050729566,0.000023278244,0.00057423866,0.00026955392,0.00017200323,0.000022633789,0.00030021375,0.000016880844],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000057812945,0.000105480256,0.02526819,0.00024909875,0.000032721156,0.0024151334,0.2889306,0.000010886163,0.0000319095,0.49827954,0.18126965,0.003401009],"study_design_scores_gemma":[0.000029638588,0.000008176106,0.018455353,0.00006587684,0.0000060244142,0.000053880533,0.0015869744,0.0000051742886,3.7539647e-7,0.00095591095,0.9787747,0.000057882928],"about_ca_topic_score_codex":0.87990916,"about_ca_topic_score_gemma":0.99261934,"teacher_disagreement_score":0.7975051,"about_ca_system_score_codex":0.0007106042,"about_ca_system_score_gemma":0.0010580365,"threshold_uncertainty_score":0.9995042},"labels":[],"label_agreement":null}]}