{"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":"915cddb72ccf","filters":{"venue":"Latin American Transport Studies"}},"results":[{"id":"W4413344578","doi":"10.1016/j.latran.2025.100043","title":"Temporal transferability of a microsimulation activity-based model: An application in Chile","year":2025,"lang":"en","type":"article","venue":"Latin American Transport Studies","topic":"demographic modeling and climate adaptation","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Ministry of Transportation of Ontario","funders":"Agencia Nacional de Investigación y Desarrollo","keywords":"Transferability; Microsimulation; Computer science; Econometrics; Economics; Engineering; Transport engineering","authors":[{"name":"Víctor Allendes","is_ca":false},{"name":"Juan Antonio Carrasco","is_ca":false},{"name":"Eric J. Miller","is_ca":true},{"name":"James Vaughan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09942007707566486,"gpt":0.422632076047239,"spread":0.3232119989715742,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001549321,0.0004780423,0.0006034393,0.0005807539,0.0007206135,0.001140742,0.001360764,0.001262211,0.002312749],"category_scores_gemma":[0.006439838,0.00034802,0.000780793,0.0006471213,0.000670385,0.0009410254,0.001198563,0.0009148071,0.0001369009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002617542,"about_ca_system_score_gemma":0.002150549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1477202,"about_ca_topic_score_gemma":0.04344895,"domain_scores_codex":[0.9997365,0.0001320872,0.00001361242,0.00005707299,0.00001775737,0.00004299714],"domain_scores_gemma":[0.9974493,0.00193728,0.0002163453,0.0001008495,0.0001942564,0.0001018682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00004760015,0.00005446465,0.004766379,0.0000266263,0.00002750879,0.0000757797,0.00009708365,0.9871178,0.0002290156,0.005094925,0.0002209094,0.002241889],"study_design_scores_gemma":[0.000005059932,0.000007944715,0.00052439,0.000003224596,0.000006505514,0.000004690454,0.00003124911,0.9986908,0.00005757493,0.0005625119,0.0001017421,0.000004345799],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9068338,0.0002317669,0.08436561,0.0009571205,0.0000406905,0.0000731645,0.0005899587,0.0002488187,0.006659169],"genre_scores_gemma":[0.9941412,0.00007766027,0.003763232,0.00002372347,0.000008408548,0.00005947234,0.0001377845,0.00003521527,0.001753421],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1477202,"threshold_uncertainty_score":0.2937208,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415718370","doi":"10.1016/j.latran.2025.100046","title":"Practising transport justice: Theory – practice gaps in three Latin American metropolises","year":2025,"lang":"en","type":"article","venue":"Latin American Transport Studies","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Centro de Desarrollo Urbano Sustentable","keywords":"Latin Americans; Economic Justice; Interview; Key (lock); Inequality","authors":[{"name":"Giovanni Vecchio","is_ca":false},{"name":"Ignacio Tiznado-Aitken","is_ca":true},{"name":"Luis A. Guzmán","is_ca":false},{"name":"Julián Arellana","is_ca":false},{"name":"Eduardo A. Vasconcellos","is_ca":false},{"name":"Juan Carlos Muñoz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03261868924699478,"gpt":0.3806310321050715,"spread":0.3480123428580768,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0107048,0.0004989933,0.0009307403,0.001670373,0.01423017,0.006964996,0.002784183,0.002382212,0.003698776],"category_scores_gemma":[0.02472596,0.0008907194,0.0004479228,0.005396676,0.01133711,0.003995385,0.009233065,0.004408328,0.0002702005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02534261,"about_ca_system_score_gemma":0.04650013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3054567,"about_ca_topic_score_gemma":0.5910497,"domain_scores_codex":[0.9939773,0.003463886,0.0002683029,0.0004329463,0.0004348355,0.001422717],"domain_scores_gemma":[0.9720662,0.0182611,0.001991559,0.001007616,0.003286223,0.003387288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002662936,0.00175694,0.1248819,0.0005373901,0.00005152289,0.0006756274,0.8312889,0.0003467241,0.0004801924,0.006488201,0.00117797,0.03204833],"study_design_scores_gemma":[0.00003795962,0.000195537,0.09494784,0.0005853997,0.0000403343,0.00006423184,0.8968217,0.0002229762,0.0002098078,0.001001164,0.005847701,0.00002539109],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918097,0.0006086606,0.000157107,0.003311723,0.00001775991,0.00008051719,0.00002409192,0.000005168784,0.003985244],"genre_scores_gemma":[0.9979815,0.0004675643,0.0003038545,0.0003557484,0.000007129793,0.0001142416,0.00002160943,0.000006696,0.0007415289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3054567,"threshold_uncertainty_score":0.6073575,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408984079","doi":"10.1016/j.latran.2025.100032","title":"Imputing informal workers for transportation modeling in Latin America by the use of machine learning techniques","year":2025,"lang":"en","type":"article","venue":"Latin American Transport Studies","topic":"Taxation and Compliance Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"Instituto Tecnológico y de Estudios Superiores de Monterrey; University of Toronto","keywords":"Latin Americans; Computer science; Artificial intelligence; Machine learning; Political science","authors":[{"name":"Roberto Ponce‐Lopez","is_ca":false},{"name":"Gonzalo Peraza‐Mues","is_ca":false},{"name":"Alejandro Antonio Dominguez-Cristerna","is_ca":false},{"name":"Eric J. Miller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06633863661132032,"gpt":0.2752550991256667,"spread":0.2089164625143464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000999078,0.0005748536,0.0003751215,0.001471646,0.0004720564,0.001269787,0.0005692192,0.0004794722,0.001543226],"category_scores_gemma":[0.002886719,0.0002380732,0.0007864967,0.001308073,0.0002921628,0.0005403517,0.0009503785,0.0005398238,0.0002410229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009735785,"about_ca_system_score_gemma":0.001139836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1202706,"about_ca_topic_score_gemma":0.09464597,"domain_scores_codex":[0.9997246,0.0001341176,0.00001507134,0.0000669258,0.00001821109,0.00004113548],"domain_scores_gemma":[0.9994117,0.0002789168,0.000103514,0.00007281455,0.00009233803,0.00004069658],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001842139,0.0001919992,0.4136707,0.00007984655,0.0002039578,0.0003825147,0.0007332874,0.4985304,0.0007547408,0.005297448,0.002592239,0.07737856],"study_design_scores_gemma":[0.0000107185,0.00001818083,0.02895354,0.00003442674,0.00002355895,0.00002685318,0.0005487286,0.9651667,0.0001020111,0.002941842,0.002160163,0.00001324768],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9082095,0.0005614893,0.08476268,0.000886908,0.00005990367,0.00008846065,0.001467682,0.0004945716,0.003468844],"genre_scores_gemma":[0.9780085,0.0002318802,0.01881281,0.00005909729,0.0000355837,0.0000887885,0.001211792,0.00003612135,0.001515356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1202706,"threshold_uncertainty_score":0.239141,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}