{"meta":{"query_hash":"d466649ab0ad","filters":{"venue":"OECD development perspectives."},"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/d466649ab0ad","api":"https://metacan.xera.ac/api/v1/cohort?venue=OECD+development+perspectives."},"results":[{"id":"W4400153231","doi":"10.1787/f95d6f2f-en","title":"Natural resource governance and fragility in the Sahel","year":2022,"lang":"en","type":"report","venue":"OECD development perspectives.","topic":"Conservation, Biodiversity, and Resource Management","field":"Environmental Science","cited_by":2,"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":"Consortium of International Agricultural Research Centers; Agence Française de Développement; Global Affairs Canada; European Commission; African Development Bank Group; FP7 International Cooperation; United Nations; United States Agency for International Development","keywords":"Fragility; Natural (archaeology); Natural resource; Corporate governance; Resource (disambiguation); Natural resource economics; Geography; Environmental resource management; Environmental planning; Business; Political science; Environmental science; Economics; Computer science; Archaeology; Law; Chemistry","score_opus":0.01687608792184953,"score_gpt":0.2261470478319985,"score_spread":0.20927095991014896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400153231","genre_codex":"empirical","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94748396,0.0069559454,0.00025551266,0.0025631294,0.000015101315,0.000022133085,0.0007274836,0.000010043808,0.041966625],"genre_scores_gemma":[0.99692184,0.002089243,0.0001181868,0.00008915101,0.000011265837,0.0000083547275,0.00015985886,0.000001323931,0.00060066243],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996644,0.00010761459,0.000018155184,0.000017293738,0.0000521596,0.00014034772],"domain_scores_gemma":[0.99890864,0.00033721328,0.000500173,0.000023831968,0.00010024671,0.00012988523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00049317186,0.00014620805,0.00011835966,0.002375582,0.0006868503,0.001276913,0.00013067058,0.00022019008,0.0025252022],"category_scores_gemma":[0.0018023376,0.00007016175,0.00006594892,0.004276685,0.0009863253,0.0007941278,0.0013663209,0.00024203109,0.000097321215],"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":[0.00015350404,0.00007074265,0.7289333,0.0005784754,0.00011892478,0.003720322,0.028285608,0.0053131855,0.001727408,0.07214438,0.005912884,0.15304135],"study_design_scores_gemma":[0.000014300528,0.000076501325,0.8848628,0.0006214296,0.00003254489,0.0007494482,0.03511868,0.0012340943,0.00048493245,0.016767828,0.060010925,0.000026651986],"about_ca_topic_score_codex":0.030295242,"about_ca_topic_score_gemma":0.05443422,"teacher_disagreement_score":0.030295242,"about_ca_system_score_codex":0.0021682708,"about_ca_system_score_gemma":0.0014512644,"threshold_uncertainty_score":0.060237825},"labels":[],"label_agreement":null},{"id":"W4400153350","doi":"10.1787/6d43b54d-en","title":"Biodiversity and Development Finance 2015-2021","year":2023,"lang":"en","type":"report","venue":"OECD development perspectives.","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Bundesamt für Umwelt; Global Affairs Canada","keywords":"Biodiversity; Business; Finance; Environmental resource management; Geography; Environmental science; Ecology; Biology","score_opus":0.03556062603718222,"score_gpt":0.27003956537703555,"score_spread":0.23447893933985334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400153350","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023811942,0.023359044,0.0018780333,0.014629856,0.004430001,0.00065642036,0.41973546,0.001518926,0.5099803],"genre_scores_gemma":[0.10385847,0.024887634,0.0046391147,0.004380375,0.000865809,0.0014373254,0.52729744,0.00037716044,0.3322567],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965773,0.00023679306,0.00016393622,0.00015633447,0.002182322,0.0006831712],"domain_scores_gemma":[0.9979735,0.00020623441,0.00025475345,0.00006739474,0.001122201,0.00037592783],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003221192,0.0008595289,0.00034351493,0.004655039,0.0007439283,0.00461298,0.00078281004,0.0011711809,0.023777394],"category_scores_gemma":[0.0053706244,0.00025540034,0.00039543005,0.0065493686,0.0002604798,0.00197926,0.002138362,0.0012846874,0.011896975],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000101300946,0.0000830077,0.0063250843,0.00041184042,0.000020569312,0.00009867321,0.00011329372,0.0008457202,0.00017073021,0.025821403,0.88317525,0.082833156],"study_design_scores_gemma":[0.00001067247,0.000024865878,0.0176297,0.00032633397,0.0000052614087,0.00007507485,0.00014936783,0.00024044349,0.00032139412,0.0013720816,0.97983336,0.000011467559],"about_ca_topic_score_codex":0.04861337,"about_ca_topic_score_gemma":0.03644731,"teacher_disagreement_score":0.04861337,"about_ca_system_score_codex":0.0055752336,"about_ca_system_score_gemma":0.014718064,"threshold_uncertainty_score":0.09666079},"labels":[],"label_agreement":null}]}