{"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":"f1008994aaf1","filters":{"venue":"GEOTROPE"}},"results":[{"id":"W7120241836","doi":"10.60659/geotrope.2.2025.16","title":"Abidjan à l’épreuve des effondrements d’immeubles","year":2025,"lang":"","type":"article","venue":"GEOTROPE","topic":"Urban and Rural Development Challenges","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":"Ethnography; Urban district; Quarter (Canadian coin)","authors":[{"name":"Amadou COULIBALY; Abou DIABAGATE; Somilan Venceslas TOURE","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05933276946931596,"gpt":0.3231603061282197,"spread":0.2638275366589037,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007823523,0.0003912437,0.0004317609,0.0002395405,0.001753998,0.0003322466,0.0008637729,0.0003786813,0.00302918],"category_scores_gemma":[0.0002079752,0.0003618286,0.0002001672,0.001019498,0.001071172,0.0004148517,0.0004122623,0.0003948956,0.001499126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004012295,"about_ca_system_score_gemma":0.0005445623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001312814,"about_ca_topic_score_gemma":0.001812141,"domain_scores_codex":[0.9966938,0.000371529,0.0005557116,0.000653528,0.0006072078,0.001118193],"domain_scores_gemma":[0.9988342,0.0001410549,0.0001497104,0.0003786852,0.0002434259,0.0002529563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002191567,0.001197468,0.04210989,0.000762986,0.001570528,0.00008579193,0.09180865,0.00003375818,0.001070796,0.2105123,0.2044803,0.4461485],"study_design_scores_gemma":[0.001189947,0.0001224212,0.08609947,0.0007441764,0.0001677638,9.279991e-7,0.01798644,0.00004695558,0.0005539667,0.0140924,0.8782713,0.0007242681],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2203568,0.01506501,0.0001382199,0.008059429,0.004353368,0.0006995196,0.0000149351,0.0001740566,0.7511387],"genre_scores_gemma":[0.7750279,0.01533257,0.000393532,0.0006139914,0.0002859213,0.00002369217,0.000008593515,0.00002035173,0.2082935],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.673791,"threshold_uncertainty_score":0.9998834,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7119868640","doi":"10.60659/geotrope.2.2025.5","title":"Le port de Yoro porte de ravitaillement des marches de Brazzaville en poissons frais d’eau douce (république du Congo)","year":2025,"lang":"","type":"article","venue":"GEOTROPE","topic":"Cruise Tourism Development and Management","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":"Port (circuit theory); Herring; Coastal zone; Ile de france; Nova scotia","authors":[{"name":"Chelmyh Duplosin LINGUIONO","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008185077945040054,"gpt":0.2718659240989204,"spread":0.2636808461538804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004414461,0.0005543473,0.0006440712,0.0004417225,0.002080462,0.0006265415,0.001219167,0.0003715356,0.001449787],"category_scores_gemma":[0.0006002495,0.0006256793,0.0003414018,0.001103208,0.0007985525,0.0004864488,0.001039335,0.0004498246,0.000112445],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644806,"about_ca_system_score_gemma":0.006351756,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03088707,"about_ca_topic_score_gemma":0.01016499,"domain_scores_codex":[0.9945493,0.0007878621,0.0008624937,0.0008860519,0.000694567,0.002219692],"domain_scores_gemma":[0.9979285,0.000282412,0.0003105944,0.0005728937,0.000283341,0.0006222618],"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":[0.0002881931,0.001468976,0.1339435,0.0004472213,0.001695544,0.0007049186,0.09128272,0.000483795,0.001609273,0.2543549,0.4107533,0.1029677],"study_design_scores_gemma":[0.001407381,0.000114692,0.1613966,0.0002024675,0.0002631929,0.000008887896,0.02093259,0.0002087233,0.001033848,0.01428376,0.7993764,0.0007715448],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6536834,0.001595302,0.01275539,0.06404195,0.0009217363,0.001619251,0.0000361399,0.0002893732,0.2650575],"genre_scores_gemma":[0.938833,0.005785918,0.004035996,0.003249717,0.0004540705,0.0002441746,0.00004395037,0.00005505547,0.04729813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3886231,"threshold_uncertainty_score":0.9996194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}