{"meta":{"query_hash":"3668de58b15d","filters":{"venue":"Medio Ambiente y Desarrollo"},"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/3668de58b15d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Medio+Ambiente+y+Desarrollo"},"results":[{"id":"W3123657209","doi":"","title":"Dinámica de valorización del suelo en el área metropolitana del Gran Santiago y desafíos del financiamiento urbano","year":2001,"lang":"es","type":"article","venue":"Medio Ambiente y Desarrollo","topic":"Regional Development and Innovation","field":"Social Sciences","cited_by":2,"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":"Humanities; Geography; Political science; Cartography; Art","score_opus":0.018714801296773876,"score_gpt":0.3070031241722316,"score_spread":0.2882883228754577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123657209","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9812573,0.0012859656,0.0001936692,0.0018090057,0.000020048165,0.000024618754,0.0007819367,0.000017523864,0.014609894],"genre_scores_gemma":[0.9931298,0.0008255242,0.00013933684,0.00009334982,0.000012022525,0.000016292744,0.00034487317,0.000005353944,0.005433415],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939585,0.00013716945,0.00002378849,0.000081592254,0.00017709026,0.00018446024],"domain_scores_gemma":[0.99881244,0.000135573,0.00042552166,0.000057149256,0.00028906192,0.00028023202],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007985172,0.00015912313,0.00015847504,0.0014678555,0.0009782223,0.0025470133,0.00057523337,0.0003597934,0.0042877235],"category_scores_gemma":[0.002172246,0.0001450191,0.00016727301,0.0028606427,0.0008264848,0.00059412874,0.0015800648,0.00034997452,0.00027295863],"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":[0.00011726935,0.000048318652,0.9508998,0.00010099498,0.00007851242,0.0002130301,0.0052766404,0.0008571071,0.00075810775,0.004303099,0.0035136428,0.033833437],"study_design_scores_gemma":[0.000005732669,0.000019547913,0.9735928,0.00004794972,0.000015025974,0.00004597404,0.008334433,0.00019741865,0.00010864556,0.00043298627,0.017193137,0.0000063342577],"about_ca_topic_score_codex":0.28250536,"about_ca_topic_score_gemma":0.53029144,"teacher_disagreement_score":0.28250536,"about_ca_system_score_codex":0.0047822385,"about_ca_system_score_gemma":0.0053360006,"threshold_uncertainty_score":0.56172204},"labels":[],"label_agreement":null},{"id":"W3125162613","doi":"","title":"Identificación de áreas de oportunidad en el sector ambiental de América Latina y el Caribe. Casos exitosos de colaboración entre industrias para formular alianzas","year":2005,"lang":"es","type":"article","venue":"Medio Ambiente y Desarrollo","topic":"Higher Education and Sustainability","field":"Social Sciences","cited_by":2,"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":"Humanities; Political science; Geography; Philosophy","score_opus":0.02229471810212411,"score_gpt":0.35552215405320814,"score_spread":0.333227435951084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125162613","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95696896,0.009512228,0.0024994516,0.0012892567,0.000065892986,0.00015046733,0.0037733628,0.00011231502,0.02562812],"genre_scores_gemma":[0.9844267,0.004146743,0.0029182814,0.00021184288,0.000030841995,0.0001779882,0.0016137558,0.000022389315,0.0064514843],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99929595,0.00014894461,0.000048562182,0.00018920092,0.00016119781,0.00015612478],"domain_scores_gemma":[0.9981517,0.00021402616,0.0006330733,0.0000819441,0.00074999925,0.00016931136],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012494029,0.0004102069,0.0003094731,0.0038947263,0.0010734444,0.002479099,0.0005658673,0.00057507853,0.0025339348],"category_scores_gemma":[0.0021445365,0.00017621306,0.00048053142,0.0054331776,0.00082665175,0.0009523523,0.0015579455,0.00028711947,0.00039257697],"study_design_candidate":"qualitative","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":[0.0001304002,0.00005186304,0.88130194,0.0006965526,0.00010010753,0.0004648656,0.016336888,0.0003199818,0.005167398,0.0030298985,0.0025240353,0.08987611],"study_design_scores_gemma":[0.0000053418053,0.00005392753,0.9210904,0.0003422324,0.00006920036,0.00034384133,0.03260572,0.00038225236,0.00055448024,0.0007901554,0.043741427,0.00002102063],"about_ca_topic_score_codex":0.17498001,"about_ca_topic_score_gemma":0.2129076,"teacher_disagreement_score":0.17498001,"about_ca_system_score_codex":0.002763205,"about_ca_system_score_gemma":0.0037260125,"threshold_uncertainty_score":0.34792304},"labels":[],"label_agreement":null}]}