{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":7,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":7,"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":"b9b64a7d8fe3","filters":{"venue":"Investigaciones Geográficas"}},"results":[{"id":"W2996993764","doi":"10.14198/ingeo2019.72.01","title":"Aportes y desafíos del Sistema de Evaluación de Impacto Ambiental (SEIA) a la conservación de la biodiversidad en Chile","year":2019,"lang":"es","type":"article","venue":"Investigaciones Geográficas","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Geography; Political science; Humanities; Art","authors":[{"name":"Virginia Carter","is_ca":false},{"name":"Cristián Henríquez","is_ca":false},{"name":"Claudia Bruna Morales","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01065161234279552,"gpt":0.2941794643247578,"spread":0.2835278519819622,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01964793,0.001078231,0.00105704,0.002369203,0.0007827317,0.005150612,0.0008416817,0.0007043459,0.003848385],"category_scores_gemma":[0.03347895,0.0004910406,0.001437417,0.002965623,0.001017879,0.001866626,0.002190295,0.0009877693,0.0007168753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003056273,"about_ca_system_score_gemma":0.004490721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02240971,"about_ca_topic_score_gemma":0.019317,"domain_scores_codex":[0.9868463,0.006605246,0.0012507,0.001452428,0.003462813,0.000382664],"domain_scores_gemma":[0.9704907,0.01418581,0.00430078,0.002071692,0.008533235,0.000417712],"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":[0.002174633,0.000582708,0.529647,0.004750761,0.001541128,0.0001739682,0.007980775,0.03839329,0.009795923,0.007886223,0.008187301,0.3888863],"study_design_scores_gemma":[0.0002924806,0.002010731,0.7698622,0.002303021,0.00106652,0.0001645676,0.008338147,0.1311834,0.01522439,0.01551598,0.05363787,0.0004007118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.768021,0.004315574,0.1441822,0.002454588,0.0002084872,0.002648369,0.009426044,0.003487259,0.06525639],"genre_scores_gemma":[0.9509706,0.001140617,0.03736862,0.0002451366,0.0000453352,0.002257274,0.002669313,0.0001522069,0.005150877],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02240971,"threshold_uncertainty_score":0.1039094,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1628938918","doi":"10.14198/ingeo2003.30.04","title":"El palmeral de Elche: patrimonio, gestión y turismo","year":2003,"lang":"es","type":"article","venue":"Investigaciones Geográficas","topic":"Historical Studies of Medieval Iberia","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Humanities; Art; Political science; Geography","authors":[{"name":"José Antonio Larrosa Rocamora","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02757096809050957,"gpt":0.2557714647827264,"spread":0.2282004966922169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005171164,0.0001929545,0.0001224203,0.0005464233,0.003772861,0.003044028,0.0003203187,0.0007430628,0.01013602],"category_scores_gemma":[0.00097564,0.0001413675,0.0001101388,0.00127308,0.005828939,0.001836033,0.002619746,0.001297614,0.0005678036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003383457,"about_ca_system_score_gemma":0.003404647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07808511,"about_ca_topic_score_gemma":0.2278436,"domain_scores_codex":[0.9995934,0.0001389888,0.000006454742,0.00005311575,0.00007523267,0.0001328007],"domain_scores_gemma":[0.9995508,0.000160186,0.00006548739,0.00002993078,0.00008338983,0.0001101399],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002019985,0.0001475668,0.09615389,0.0004627119,0.00002674911,0.002796644,0.3427435,0.0004576416,0.002653986,0.3504301,0.03882304,0.1651023],"study_design_scores_gemma":[0.000008668801,0.00008961485,0.1611434,0.0003719821,0.00001739446,0.0009398101,0.1716621,0.0002516678,0.0004538989,0.01460076,0.6504145,0.00004632185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5605984,0.00985291,0.001838308,0.01615108,0.0003206944,0.00004786649,0.000297411,0.00004250867,0.4108509],"genre_scores_gemma":[0.9520043,0.00370318,0.0002511548,0.0005057341,0.00007965436,0.00001852778,0.00004529739,0.00001224077,0.04337993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07808511,"threshold_uncertainty_score":0.1552612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3111868892","doi":"10.14198/ingeo2020.kpsm","title":"El desarrollo local como resultado de un proceso de innovación social en Saint-Camille (Quebec) y Aras de los Olmos (Valencia)","year":2020,"lang":"es","type":"article","venue":"Investigaciones Geográficas","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Valencia; Geography; Political science; SAINT; Art","authors":[{"name":"Juan‐Luis Klein","is_ca":true},{"name":"María Dolores Pitarch Garrido","is_ca":false},{"name":"Ana Sales Ten","is_ca":false},{"name":"Joaquín Martín Cubas","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02519512515929765,"gpt":0.2597691019345441,"spread":0.2345739767752465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001318166,0.0002316559,0.0002473015,0.001115343,0.005730787,0.004474227,0.0007918483,0.0005811573,0.006167107],"category_scores_gemma":[0.001926491,0.000145891,0.0002528565,0.002033848,0.004229806,0.001060055,0.002547175,0.0005956063,0.0002368386],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03502916,"about_ca_system_score_gemma":0.02710734,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9444181,"about_ca_topic_score_gemma":0.9834502,"domain_scores_codex":[0.9992123,0.0002256013,0.00001524028,0.00009265901,0.000164369,0.0002898281],"domain_scores_gemma":[0.9983408,0.0003702864,0.000171776,0.00008402559,0.0005989501,0.0004341087],"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":[0.0002685676,0.0001954676,0.4236022,0.0004462007,0.00008399064,0.00198856,0.3705909,0.003142002,0.004414934,0.04061778,0.009312499,0.1453369],"study_design_scores_gemma":[0.0000148771,0.0001229297,0.570714,0.0002710167,0.00005907455,0.0002046613,0.3520998,0.001039149,0.000930514,0.001613309,0.07286411,0.00006650252],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602207,0.0005096097,0.000702447,0.00112745,0.00001062956,0.0000491428,0.0002276683,0.00002310048,0.03712913],"genre_scores_gemma":[0.987155,0.0003412279,0.0003752848,0.00007708297,0.000002836042,0.00001622837,0.00007099788,0.000008529089,0.0119529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05558187,"threshold_uncertainty_score":0.2541555,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2168446181","doi":"10.14198/ingeo2002.27.11","title":"La climatología geográfica en Brasil: de lo producido a lo enseñado","year":2002,"lang":"es","type":"article","venue":"Investigaciones Geográficas","topic":"Geography and Environmental Studies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"WSP (Canada)","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"João Lima Sant’Anna Neto","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01568450456245273,"gpt":0.2191253134987702,"spread":0.2034408089363175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009523047,0.0003512969,0.0003217793,0.001716836,0.00160886,0.003464811,0.0005028397,0.0008370369,0.00340039],"category_scores_gemma":[0.002802937,0.0001924257,0.0002163948,0.003500961,0.003785808,0.001874728,0.001179462,0.0008319201,0.0002873646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003451988,"about_ca_system_score_gemma":0.004430958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.106423,"about_ca_topic_score_gemma":0.2263925,"domain_scores_codex":[0.9994728,0.0001793678,0.00002401105,0.00009774182,0.0001716959,0.00005433002],"domain_scores_gemma":[0.9990895,0.0003200203,0.0001165663,0.0001728687,0.0002285124,0.00007252942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003101186,0.00002438563,0.02086297,0.0009347795,0.00002763302,0.0005476952,0.01469081,0.002188292,0.001465664,0.7416847,0.01702208,0.20052],"study_design_scores_gemma":[0.000007738191,0.00003682939,0.08779465,0.001944384,0.00006882015,0.0007250595,0.0107782,0.001820279,0.0008919243,0.1357991,0.7600847,0.00004816435],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1600385,0.2012935,0.03573963,0.1038278,0.001959335,0.0001109277,0.001167585,0.0003255241,0.4955373],"genre_scores_gemma":[0.8868313,0.08379782,0.01026222,0.001663084,0.0004384014,0.0000418659,0.0002001081,0.00006874861,0.01669645],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.106423,"threshold_uncertainty_score":0.2116071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2157051611","doi":"10.14198/ingeo2001.26.02","title":"Obstáculos y estímulos a la integración de las regiones atlánticas regresivas","year":2001,"lang":"es","type":"article","venue":"Investigaciones Geográficas","topic":"Regional Development and Innovation","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Atlantic School of Theology","funders":"","keywords":"Geography; Humanities; Political science; Philosophy","authors":[{"name":"Paz Benito del Pozo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03605493699887227,"gpt":0.3329107586977716,"spread":0.2968558216988993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001129144,0.0001757788,0.0002416504,0.001726224,0.0005780322,0.002020276,0.0003591751,0.0003100901,0.002044332],"category_scores_gemma":[0.003944401,0.0001597479,0.0003371869,0.00414424,0.0008699686,0.0008263537,0.001281057,0.0003862527,0.0002291486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002214801,"about_ca_system_score_gemma":0.002317599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3178,"about_ca_topic_score_gemma":0.526924,"domain_scores_codex":[0.999384,0.0001149523,0.00004369659,0.0001190124,0.0002054727,0.0001327203],"domain_scores_gemma":[0.9972367,0.000545674,0.001140192,0.0001803834,0.0007324116,0.0001646178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000615742,0.000007190818,0.9607108,0.00008418009,0.00008888663,0.0001093136,0.006910603,0.0008811135,0.001643867,0.003469728,0.0005418093,0.02549091],"study_design_scores_gemma":[0.000001633339,0.000009193146,0.9892854,0.00003731841,0.00003190306,0.00003967106,0.004828818,0.0004565087,0.0001662759,0.0002483266,0.004888396,0.000006540993],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849464,0.001424821,0.001063349,0.0006934745,0.000009560633,0.000007344829,0.0008620633,0.00003027459,0.01096278],"genre_scores_gemma":[0.996332,0.0007209586,0.0006906909,0.00003374533,0.000009490781,0.000005714164,0.0003534577,0.000009717766,0.00184424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3178,"threshold_uncertainty_score":0.6319004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2111238226","doi":"10.14198/ingeo2011.56.04","title":"Aproximación a los parques nacionales de la región Capital Nacional (Quebec, Canadá): conservación y desarrollo","year":2011,"lang":"es","type":"article","venue":"Investigaciones Geográficas","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Art","authors":[{"name":"José Manuel Crespo Guerrero","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0441951336498103,"gpt":0.2750554672178612,"spread":0.2308603335680509,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001085915,0.0002102845,0.0002011671,0.0008601205,0.007514577,0.004240359,0.0009884537,0.0007859782,0.005684797],"category_scores_gemma":[0.001559861,0.0001774649,0.0001652336,0.002074925,0.003536768,0.0009442272,0.001540376,0.001187594,0.0002034731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0500998,"about_ca_system_score_gemma":0.09454501,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9914362,"about_ca_topic_score_gemma":0.9978409,"domain_scores_codex":[0.9991739,0.00012187,0.00001483922,0.00008800354,0.0002218236,0.0003794362],"domain_scores_gemma":[0.9987655,0.0001407452,0.0001158558,0.00004486581,0.0005469054,0.0003862041],"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":[0.0001891848,0.0001112615,0.2164107,0.001121688,0.0001192311,0.003112691,0.1046966,0.003478881,0.00499382,0.2744519,0.1412203,0.2500937],"study_design_scores_gemma":[0.00000983397,0.00003309328,0.23321,0.0003791402,0.00003702188,0.0002483204,0.04508609,0.0005192577,0.0005910562,0.001850537,0.7179927,0.00004281952],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6177172,0.02798916,0.003838907,0.0505488,0.0005357011,0.0002476822,0.001579574,0.0001304267,0.2974126],"genre_scores_gemma":[0.8746132,0.01147413,0.002734682,0.002830574,0.00006187696,0.00007627491,0.000380756,0.00003300325,0.1077955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0500998,"threshold_uncertainty_score":0.3635013,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1576685120","doi":"10.14198/ingeo2006.41.08","title":"Lotes y conjuntos residenciales como potenciales generadores de impactos de vecindad","year":2006,"lang":"es","type":"article","venue":"Investigaciones Geográficas","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Humanities; Geography; Political science; Philosophy","authors":[{"name":"José Augusto de Lollo","is_ca":true},{"name":"Sérgio Antonio Röhm","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01169860955333321,"gpt":0.2461574899266634,"spread":0.2344588803733302,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001003216,0.0005817899,0.0005446042,0.001656169,0.001626841,0.002430778,0.0006083507,0.0005104236,0.009607061],"category_scores_gemma":[0.003732842,0.0003246215,0.0007269713,0.001912141,0.001410437,0.001385288,0.002933861,0.0006005825,0.0006778067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002081463,"about_ca_system_score_gemma":0.002161204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04652321,"about_ca_topic_score_gemma":0.1532187,"domain_scores_codex":[0.9986473,0.0004241913,0.0000559238,0.000258774,0.0004149833,0.0001988389],"domain_scores_gemma":[0.9967605,0.0009797099,0.0006929777,0.0003248801,0.0007591567,0.000482797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004091861,0.0001689206,0.8151138,0.001062318,0.00039957,0.0006521015,0.01123236,0.001918115,0.004463214,0.0112848,0.003731292,0.1495642],"study_design_scores_gemma":[0.00001009271,0.0002426966,0.9546514,0.0003871069,0.000278498,0.0002303666,0.01696417,0.0008093475,0.0008751333,0.003436949,0.02207984,0.00003428943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942399,0.005544493,0.003647105,0.001303561,0.00007638083,0.000155139,0.001802214,0.0001576011,0.04491445],"genre_scores_gemma":[0.9886068,0.002213924,0.001900193,0.0001031138,0.00002025414,0.0000549481,0.000353757,0.00002365807,0.006723368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04652321,"threshold_uncertainty_score":0.09250486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}