{"meta":{"query_hash":"4e06db21f63b","filters":{"venue":"Departmental Paper"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/4e06db21f63b","api":"https://metacan.xera.ac/api/v1/cohort?venue=Departmental+Paper"},"results":[{"id":"W3099765804","doi":"10.5089/9781498307062.087","title":"Public-Private Partnerships in the Caribbean Region: Reaping the Benefits while Managing Fiscal Risks","year":2019,"lang":"en","type":"article","venue":"Departmental Paper","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":6,"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":"Limiting; Business; Government (linguistics); Corporate governance; Caribbean region; Public–private partnership; Finance; Economic policy; Latin Americans; General partnership; Political science; Engineering","score_opus":0.14816842891953055,"score_gpt":0.2681053607523625,"score_spread":0.11993693183283197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3099765804","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73386866,0.00028659587,0.00000622055,0.039611045,0.0005808573,0.0013085185,0.0000042534816,0.00019542001,0.22413841],"genre_scores_gemma":[0.9824759,0.000022171287,0.000021028776,0.015905907,0.00088574766,0.0001929769,0.00014880477,0.000061023835,0.0002864454],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971001,0.00013197363,0.00046372693,0.0006505651,0.0006882208,0.00096540555],"domain_scores_gemma":[0.9984168,0.00019038016,0.00025957904,0.0010416225,0.00005802733,0.00003360261],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013981765,0.00040235484,0.00030518722,0.000268906,0.00047076534,0.0013020325,0.0013187577,0.00012886303,0.00031267141],"category_scores_gemma":[0.0001109434,0.00025657154,0.00017647466,0.0011804526,0.00012812199,0.0027092309,0.0006338185,0.0005275698,0.0014555685],"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":[0.00010613689,0.00026084564,0.5093678,0.00014966763,0.00011047679,0.00010599855,0.00062339904,0.0001453744,0.00019551026,0.45484328,0.029205391,0.004886061],"study_design_scores_gemma":[0.0016517065,0.000030826694,0.21490905,0.00010826089,0.00007317921,0.00005019837,0.0030445254,0.001718155,0.00006568177,0.005052037,0.7725307,0.00076568476],"about_ca_topic_score_codex":0.0003384105,"about_ca_topic_score_gemma":0.0013108936,"teacher_disagreement_score":0.7433253,"about_ca_system_score_codex":0.00011553718,"about_ca_system_score_gemma":0.000023588284,"threshold_uncertainty_score":0.9999887},"labels":[],"label_agreement":null},{"id":"W4317564408","doi":"10.5089/9781513576565.087","title":"Mastering the Risky Business of Public-Private Partnerships in Infrastructure","year":2021,"lang":"en","type":"article","venue":"Departmental Paper","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":37,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Infrastructure Canada; European Investment Bank; European Bank for Reconstruction and Development","keywords":"Business; Public relations; Political science","score_opus":0.046129154823213295,"score_gpt":0.24626400674998303,"score_spread":0.20013485192676972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4317564408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9561414,0.00021303269,0.000034276713,0.0045379945,0.0004514774,0.0003265317,0.000007827596,0.00008565582,0.03820178],"genre_scores_gemma":[0.9963336,0.000019110055,0.0001737862,0.0026118907,0.00044017623,0.00005727797,0.00013949563,0.00004407749,0.00018060936],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980098,0.00006501536,0.00047771123,0.00042384386,0.0004385354,0.0005850924],"domain_scores_gemma":[0.9988895,0.00006972458,0.0002491645,0.0005682419,0.00019681647,0.000026570106],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053779426,0.000285272,0.00031634574,0.0002244969,0.00014634972,0.000417517,0.0005179446,0.000111295216,0.0008819155],"category_scores_gemma":[0.00034810364,0.00022011681,0.00010083291,0.0017965575,0.00014190658,0.0019604242,0.00073244283,0.00025691706,0.0001616931],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001093721,0.00042117696,0.830216,0.0005422491,0.00016649738,0.00023998304,0.00027788355,0.00025005106,0.033225026,0.12059628,0.0062355287,0.007719956],"study_design_scores_gemma":[0.0013551542,0.0000067212286,0.61708856,0.00007665706,0.000042129872,0.00002620444,0.0009411443,0.000395153,0.0026061637,0.0037707933,0.37325075,0.00044057745],"about_ca_topic_score_codex":0.00006854216,"about_ca_topic_score_gemma":0.00080634886,"teacher_disagreement_score":0.3670152,"about_ca_system_score_codex":0.000078377045,"about_ca_system_score_gemma":0.000072169525,"threshold_uncertainty_score":0.96563566},"labels":[],"label_agreement":null}]}