{"meta":{"query_hash":"c2061c18d5fc","filters":{"venue":"Recherches économiques de Louvain"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"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/c2061c18d5fc","api":"https://metacan.xera.ac/api/v1/cohort?venue=Recherches+%C3%A9conomiques+de+Louvain"},"results":[{"id":"W2007056553","doi":"10.3917/rel.763.0289","title":"Politique éducative et marché du travail en Afrique du Sud. Une analyse en EGC","year":2010,"lang":"fr","type":"article","venue":"Recherches économiques de Louvain","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.05048573004471774,"score_gpt":0.2933061530632057,"score_spread":0.24282042301848794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007056553","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":[0.8174554,0.011598112,0.020253327,0.009919345,0.00008952938,0.00014207471,0.0013449638,0.00008142947,0.13911569],"genre_scores_gemma":[0.9869251,0.0016737371,0.0022187405,0.00012524825,0.00001944008,0.00003433547,0.00013101991,0.0000092969385,0.008863121],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988133,0.0005817017,0.000034018605,0.00013227707,0.00022583727,0.00021280555],"domain_scores_gemma":[0.9968548,0.001928768,0.00052344264,0.0001822833,0.0003321195,0.00017849155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001864446,0.0002523101,0.00034554608,0.0011647808,0.0013723216,0.0031362965,0.0004831635,0.000689578,0.008749349],"category_scores_gemma":[0.0053332373,0.0001833449,0.00034900196,0.002955651,0.0017391954,0.0013060556,0.0013492974,0.0010492237,0.00042887699],"study_design_candidate":"observational","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":[0.00031386767,0.00023384279,0.13528652,0.00047421947,0.00014080605,0.00072481437,0.013278131,0.059266023,0.0016156131,0.6237706,0.0051343073,0.15976125],"study_design_scores_gemma":[0.00010279768,0.00032069028,0.32935807,0.0008297081,0.00017961384,0.00063165644,0.027471917,0.10107483,0.0024923657,0.29846165,0.23896441,0.00011234159],"about_ca_topic_score_codex":0.1185942,"about_ca_topic_score_gemma":0.07923932,"teacher_disagreement_score":0.1185942,"about_ca_system_score_codex":0.006875919,"about_ca_system_score_gemma":0.0049246014,"threshold_uncertainty_score":0.23580784},"labels":[],"label_agreement":null},{"id":"W2092650113","doi":"10.3917/rel.752.0131","title":"AK growth models: new evidence based on fractional integration and breaking trends","year":2009,"lang":"fr","type":"article","venue":"Recherches économiques de Louvain","topic":"Economic Growth and Productivity","field":"Economics, Econometrics and Finance","cited_by":6,"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; Diction; Philosophy; Linguistics","score_opus":0.21123626863217668,"score_gpt":0.3020413717156779,"score_spread":0.09080510308350123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092650113","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":[0.5331628,0.048042957,0.34005725,0.016872732,0.0017041594,0.00017377245,0.0019684962,0.0011356839,0.056882065],"genre_scores_gemma":[0.96696556,0.010394331,0.015356678,0.0007677873,0.0012975627,0.000070882525,0.0009445922,0.00022529946,0.0039771763],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9950536,0.0024235875,0.00040336233,0.0009014833,0.00075831066,0.00045977486],"domain_scores_gemma":[0.8703806,0.10447248,0.010800722,0.0081925,0.0046105585,0.0015431475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.021731455,0.0015970529,0.002734654,0.0059756036,0.0016053299,0.0064638113,0.0032891082,0.0026123344,0.010977552],"category_scores_gemma":[0.09557407,0.00076888874,0.0041261585,0.0064202254,0.004635004,0.006367808,0.0042207013,0.0056644105,0.0011159058],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016747501,0.00028578608,0.09123595,0.0015525166,0.0020928867,0.0011983872,0.0017053826,0.3745913,0.00065266597,0.35594288,0.01029639,0.15877108],"study_design_scores_gemma":[0.00022151668,0.000269935,0.017865881,0.00076084805,0.00092845975,0.00023502893,0.0007950995,0.52947855,0.00045798928,0.4345181,0.014334117,0.00013453474],"about_ca_topic_score_codex":0.021149447,"about_ca_topic_score_gemma":0.0061271964,"teacher_disagreement_score":0.021731455,"about_ca_system_score_codex":0.0026824446,"about_ca_system_score_gemma":0.0020726556,"threshold_uncertainty_score":0.114928246},"labels":[],"label_agreement":null},{"id":"W2107354131","doi":"10.3917/rel.752.0151","title":"Décompositions des mesures d'inégalité : le cas des coefficients de Gini et d'entropie","year":2009,"lang":"fr","type":"article","venue":"Recherches économiques de Louvain","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Mathematics; Economics; Philosophy","score_opus":0.15146732585753822,"score_gpt":0.40147564193214025,"score_spread":0.25000831607460205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107354131","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":[0.7031152,0.0036176564,0.24798682,0.0028013876,0.00008986712,0.000057337784,0.0025336659,0.00033779422,0.039460253],"genre_scores_gemma":[0.96984977,0.001275183,0.02155887,0.000053617623,0.00005675114,0.00005134001,0.00089509116,0.00011145986,0.0061479243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988123,0.00053843635,0.000038238584,0.00019161496,0.0002570173,0.00016236024],"domain_scores_gemma":[0.989003,0.0061019664,0.0015061268,0.0013975196,0.0016082714,0.00038309224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0059775636,0.00074601726,0.0006256483,0.0049663344,0.00043642154,0.002974843,0.0006761328,0.0003953002,0.0070618964],"category_scores_gemma":[0.022779543,0.00037864494,0.00079612737,0.0048479578,0.0017377356,0.0025277943,0.0014567808,0.002047549,0.00067059044],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003331408,0.000050195773,0.15112971,0.00023138121,0.00055108196,0.00033029827,0.0044666682,0.08392309,0.0027345316,0.5371445,0.007613026,0.21149237],"study_design_scores_gemma":[0.000031596654,0.00007954291,0.30382806,0.0003011343,0.00020808636,0.00038328406,0.0027789166,0.19351353,0.0023185392,0.47007507,0.02636194,0.00012040416],"about_ca_topic_score_codex":0.013737449,"about_ca_topic_score_gemma":0.010788114,"teacher_disagreement_score":0.013737449,"about_ca_system_score_codex":0.0020222024,"about_ca_system_score_gemma":0.0009918049,"threshold_uncertainty_score":0.031612694},"labels":[],"label_agreement":null},{"id":"W3123675962","doi":"10.1017/s0770451800006138","title":"Labor supply dynamics, unemployment and experience in the labor market","year":2004,"lang":"en","type":"preprint","venue":"Recherches économiques de Louvain","topic":"Labor market dynamics and wage inequality","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Economics; Labour economics; Unemployment; Shock (circulatory); Wage; Efficiency wage; Supply shock; Boom; Labor demand; Demand shock; Excess supply; Human capital; Supply and demand; Inequality; Split labor market theory; Secondary labor market; Labor relations; Monetary economics; Market economy; Macroeconomics","score_opus":0.09608777453647005,"score_gpt":0.3028892592649812,"score_spread":0.20680148472851118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123675962","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":[0.9811585,0.0018557946,0.0012437246,0.0024647918,0.000012793708,0.000009906795,0.0009318692,0.0000095472915,0.012313057],"genre_scores_gemma":[0.99793756,0.0003488399,0.00008892326,0.000028031585,0.000016182224,0.00000462457,0.00014327165,0.0000016490544,0.0014308972],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99979883,0.00005468714,0.000010015101,0.000025277059,0.000042757165,0.00006843981],"domain_scores_gemma":[0.9990489,0.00044317046,0.00028491832,0.000027434278,0.0000709862,0.00012458145],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040482194,0.00010195325,0.00025390572,0.0009274039,0.0004191066,0.0012693215,0.00017316594,0.00035975067,0.005337526],"category_scores_gemma":[0.0017724305,0.00008998044,0.00015142148,0.0012139302,0.0006141531,0.0008507764,0.0005727627,0.00039983503,0.0003437839],"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":[0.00022210053,0.00016711552,0.84784025,0.00009769819,0.00009529368,0.0007116339,0.0019645263,0.020759193,0.0010375889,0.09504256,0.0050003203,0.027061688],"study_design_scores_gemma":[0.000024581806,0.000086110835,0.8487655,0.00013407005,0.000030631436,0.0003064013,0.0054694163,0.03724034,0.00041819384,0.09421108,0.013283338,0.00003037304],"about_ca_topic_score_codex":0.017708259,"about_ca_topic_score_gemma":0.009881343,"teacher_disagreement_score":0.017708259,"about_ca_system_score_codex":0.0011124515,"about_ca_system_score_gemma":0.0004180518,"threshold_uncertainty_score":0.03521037},"labels":[],"label_agreement":null},{"id":"W3124354871","doi":"10.3917/rel.763.0257","title":"Réformes economiques et croissance pro-pauvre : une application macro-micro aux Philippines","year":2010,"lang":"fr","type":"article","venue":"Recherches économiques de Louvain","topic":"Income, Poverty, and Inequality","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"Université de Sherbrooke; World Bank Group","keywords":"Political science; Humanities; Art","score_opus":0.11388631499125564,"score_gpt":0.37535681752491307,"score_spread":0.26147050253365745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124354871","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":[0.92751265,0.004171638,0.024363237,0.0062062093,0.00005965465,0.00020242088,0.0014182519,0.00016740791,0.03589848],"genre_scores_gemma":[0.9928368,0.0014700942,0.0024466917,0.000096072035,0.000022218937,0.00009021793,0.00010184418,0.000015306765,0.0029207359],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991068,0.0006013143,0.000023153829,0.000083291765,0.000084290536,0.00010112001],"domain_scores_gemma":[0.99584347,0.0024458058,0.00077111303,0.00016023635,0.0005800308,0.000199255],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021291978,0.00042630377,0.0005666072,0.0008789662,0.0005991808,0.0022269906,0.00065835443,0.0005637068,0.010995652],"category_scores_gemma":[0.005671357,0.00025616074,0.00050574355,0.0020530254,0.001301943,0.0013390376,0.0014421942,0.0010636618,0.00031897906],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004740662,0.0003938338,0.16183467,0.0010782301,0.0006267989,0.0007962579,0.0046454063,0.6014144,0.0015023303,0.15686427,0.0052384646,0.06513126],"study_design_scores_gemma":[0.0002839482,0.001478034,0.19092928,0.0006533502,0.0008191168,0.0001750604,0.0117580015,0.6562182,0.0029540644,0.0789239,0.055640228,0.00016684241],"about_ca_topic_score_codex":0.075720556,"about_ca_topic_score_gemma":0.047167107,"teacher_disagreement_score":0.075720556,"about_ca_system_score_codex":0.0042662467,"about_ca_system_score_gemma":0.0031303016,"threshold_uncertainty_score":0.1505596},"labels":[],"label_agreement":null}]}