{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"d466649ab0ad","filters":{"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.01687608792184953,"gpt":0.2261470478319985,"spread":0.209270959910149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004931719,0.0001462081,0.0001183597,0.002375582,0.0006868503,0.001276913,0.0001306706,0.0002201901,0.002525202],"category_scores_gemma":[0.001802338,0.00007016175,0.00006594892,0.004276685,0.0009863253,0.0007941278,0.001366321,0.0002420311,0.00009732122],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002168271,"about_ca_system_score_gemma":0.001451264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03029524,"about_ca_topic_score_gemma":0.05443422,"domain_scores_codex":[0.9996644,0.0001076146,0.00001815518,0.00001729374,0.0000521596,0.0001403477],"domain_scores_gemma":[0.9989086,0.0003372133,0.000500173,0.00002383197,0.0001002467,0.0001298852],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000153504,0.00007074265,0.7289333,0.0005784754,0.0001189248,0.003720322,0.02828561,0.005313186,0.001727408,0.07214438,0.005912884,0.1530413],"study_design_scores_gemma":[0.00001430053,0.00007650132,0.8848628,0.0006214296,0.00003254489,0.0007494482,0.03511868,0.001234094,0.0004849324,0.01676783,0.06001092,0.00002665199],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.947484,0.006955945,0.0002555127,0.002563129,0.00001510131,0.00002213308,0.0007274836,0.00001004381,0.04196662],"genre_scores_gemma":[0.9969218,0.002089243,0.0001181868,0.00008915101,0.00001126584,0.000008354727,0.0001598589,0.000001323931,0.0006006624],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03029524,"threshold_uncertainty_score":0.06023782,"prediction_status":"machine_predicted_unvalidated"},"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,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Bundesamt für Umwelt; Global Affairs Canada","keywords":"Biodiversity; Business; Finance; Environmental resource management; Geography; Environmental science; Ecology; Biology","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03556062603718222,"gpt":0.2700395653770356,"spread":0.2344789393398533,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003221192,0.0008595289,0.0003435149,0.004655039,0.0007439283,0.00461298,0.00078281,0.001171181,0.02377739],"category_scores_gemma":[0.005370624,0.0002554003,0.00039543,0.006549369,0.0002604798,0.00197926,0.002138362,0.001284687,0.01189698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005575234,"about_ca_system_score_gemma":0.01471806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04861337,"about_ca_topic_score_gemma":0.03644731,"domain_scores_codex":[0.9965773,0.0002367931,0.0001639362,0.0001563345,0.002182322,0.0006831712],"domain_scores_gemma":[0.9979735,0.0002062344,0.0002547535,0.00006739474,0.001122201,0.0003759278],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001013009,0.0000830077,0.006325084,0.0004118404,0.00002056931,0.00009867321,0.0001132937,0.0008457202,0.0001707302,0.0258214,0.8831753,0.08283316],"study_design_scores_gemma":[0.00001067247,0.00002486588,0.0176297,0.000326334,0.000005261409,0.00007507485,0.0001493678,0.0002404435,0.0003213941,0.001372082,0.9798334,0.00001146756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02381194,0.02335904,0.001878033,0.01462986,0.004430001,0.0006564204,0.4197355,0.001518926,0.5099803],"genre_scores_gemma":[0.1038585,0.02488763,0.004639115,0.004380375,0.000865809,0.001437325,0.5272974,0.0003771604,0.3322567],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04861337,"threshold_uncertainty_score":0.09666079,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}