{"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":"f0ae5bf8205c","filters":{"venue":"Cuadernos de Desarrollo Rural"}},"results":[{"id":"W1678676110","doi":"10.11144/javeriana.crd11-74.dtrc","title":"Desarrollo territorial rural y cooperativas: un análisis desde las políticas públicas","year":2014,"lang":"es","type":"article","venue":"Cuadernos de Desarrollo Rural","topic":"Cooperative Studies and Economics","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science; Geography; Humanities","authors":[{"name":"Inmaculada Buendía‐Martínez","is_ca":false},{"name":"Alain Côté","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01261690663430564,"gpt":0.2382817006018676,"spread":0.2256647939675619,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001558923,0.0001444752,0.0002508333,0.002271841,0.002391359,0.004178546,0.0003826928,0.0005255601,0.008732653],"category_scores_gemma":[0.002468799,0.0001172932,0.000124684,0.005672914,0.003560105,0.001557719,0.001705684,0.0005671959,0.0003543228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009139968,"about_ca_system_score_gemma":0.01005516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.279885,"about_ca_topic_score_gemma":0.4624722,"domain_scores_codex":[0.9989473,0.0003429033,0.00001920081,0.00009951428,0.0003225988,0.0002685415],"domain_scores_gemma":[0.997166,0.0007187349,0.0006527301,0.0001399398,0.000832056,0.0004904754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002423289,0.0001127605,0.2824875,0.001683409,0.0001450175,0.0007072328,0.08942646,0.002222478,0.002986935,0.3618963,0.03282839,0.2252613],"study_design_scores_gemma":[0.00002321344,0.0001141029,0.4765552,0.0007208395,0.0001166647,0.0003260885,0.1380511,0.001371173,0.0005180799,0.00848161,0.3736838,0.00003804809],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7398958,0.01509991,0.003326963,0.01954268,0.00008315087,0.00008531811,0.0009398415,0.0000890659,0.2209373],"genre_scores_gemma":[0.9817781,0.00531415,0.0004472416,0.0002556368,0.0000331816,0.00002008005,0.0001047053,0.00001085889,0.01203602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.279885,"threshold_uncertainty_score":0.5565118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3209328998","doi":"10.11144/javeriana.cdr18.dvis","title":"“Deep Vulnerability”: Identifying the Structural Dimensions of Climate Vulnerability through Qualitative Research in Argentina, Canada, and Colombia","year":2021,"lang":"en","type":"article","venue":"Cuadernos de Desarrollo Rural","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Regina","funders":"Climate Extremes","keywords":"Vulnerability (computing); Climate change; Vulnerability assessment; Diversification (marketing strategy); Context (archaeology); Environmental resource management; Adaptive capacity; Geography; Environmental planning; Environmental science; Business; Computer science; Ecology; Computer security; Biology; Psychology; Social psychology","authors":[{"name":"Amber J. Fletcher","is_ca":true},{"name":"Paula Mussetta","is_ca":false},{"name":"Sandra Turbay","is_ca":false},{"name":"Erika Cristina Acevedo Mejía","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1984448493745594,"gpt":0.4422725029041412,"spread":0.2438276535295818,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009265168,0.0003726222,0.0005120048,0.002489006,0.007961166,0.003675174,0.0009845907,0.0006928774,0.001751149],"category_scores_gemma":[0.01600158,0.0003192015,0.0001938099,0.003609463,0.006199905,0.001963439,0.003200858,0.001307801,0.00007306222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04795426,"about_ca_system_score_gemma":0.04644583,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8934411,"about_ca_topic_score_gemma":0.9210322,"domain_scores_codex":[0.9958801,0.002321366,0.0001393433,0.0002968887,0.0004401196,0.0009222153],"domain_scores_gemma":[0.9883454,0.006000154,0.0008535809,0.0002934367,0.003417415,0.001090034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000137702,0.0000895518,0.0600302,0.0005746527,0.00001975792,0.0007737102,0.9104103,0.0003888039,0.0008503401,0.009126168,0.002534629,0.01506425],"study_design_scores_gemma":[0.00001060749,0.00002079589,0.0250186,0.0004134438,0.00001193577,0.0000769601,0.9661942,0.0003598861,0.0002329808,0.0008327897,0.006799839,0.00002804249],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776489,0.001889476,0.002125953,0.004083239,0.00005177241,0.0004904351,0.0004957897,0.00001034367,0.013204],"genre_scores_gemma":[0.9958931,0.0009958354,0.000817448,0.0003434877,0.000004866811,0.0003079185,0.0001118112,0.000009771966,0.001515849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1065589,"threshold_uncertainty_score":0.3479341,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4378469543","doi":"10.11144/javeriana.cdr19.inlb","title":"Influence of Needs and Lifestyles on the Bop Consumer:","year":2022,"lang":"en","type":"article","venue":"Cuadernos de Desarrollo Rural","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Conestoga College","funders":"","keywords":"Preference; Marketing; Business; Population; Consumer behaviour; Economics; Advertising; Sociology","authors":[{"name":"Iliana E. Aguilar-Rodríguez","is_ca":false},{"name":"Carlos Hernán Artieda Cajilema","is_ca":false},{"name":"Andrés Gonzalo Acosta Aguinaga","is_ca":false},{"name":"Geovanni Fernando Tapia Andino","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01334174517104662,"gpt":0.2097385182942666,"spread":0.19639677312322,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000377964,0.0001405883,0.0001456856,0.0004555788,0.0007246662,0.0006164996,0.0001465455,0.0002651565,0.002932422],"category_scores_gemma":[0.001644454,0.0001149888,0.0001158738,0.0002726559,0.0003769337,0.0003505248,0.0004020146,0.0002390173,0.0001439946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003152872,"about_ca_system_score_gemma":0.0001861878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006761571,"about_ca_topic_score_gemma":0.008897829,"domain_scores_codex":[0.9998005,0.00008928812,0.00001094327,0.00002345546,0.00003098478,0.0000447951],"domain_scores_gemma":[0.999361,0.0002745862,0.000166069,0.00002251397,0.00008613065,0.00008971208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002584222,0.0003296284,0.9469364,0.00004724084,0.00002610666,0.001160213,0.0390395,0.00002732044,0.001432008,0.0001267859,0.0001698369,0.01044646],"study_design_scores_gemma":[0.00000509953,0.0002115363,0.908402,0.00001825952,0.00001519274,0.0005324424,0.08955786,0.0001016807,0.0001689536,0.00004530119,0.0009338427,0.000007757914],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995536,0.00002262987,0.00001131108,0.00002057742,6.432667e-7,0.000002315657,0.00001185565,2.478832e-7,0.0003769301],"genre_scores_gemma":[0.9997036,0.00003328188,0.000021527,0.00001087403,0.000001023704,0.000004193727,0.00001331847,3.820615e-7,0.0002117278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006761571,"threshold_uncertainty_score":0.01344442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}