{"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":"0f4808713f7c","filters":{"venue":"Économie et Institutions"}},"results":[{"id":"W2565373552","doi":"10.4000/ei.707","title":"Causalité institutionnelle : la futurité chez J. R. Commons","year":2002,"lang":"fr","type":"article","venue":"Économie et Institutions","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Commons; Philosophy; Political science; Sociology; Law","authors":[{"name":"Jean-Jacques Gislain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0746055221217387,"gpt":0.2488990118053274,"spread":0.1742934896835888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001357672,0.0006640314,0.001011939,0.0006217042,0.00168011,0.0004909566,0.0008124003,0.0007914812,0.01396385],"category_scores_gemma":[0.0005090082,0.0009639513,0.0006212901,0.0006476632,0.002745126,0.002560774,0.0003103161,0.001206242,0.02113196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232176,"about_ca_system_score_gemma":0.0004232688,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001183694,"about_ca_topic_score_gemma":0.002079231,"domain_scores_codex":[0.9957561,0.0002380528,0.001794686,0.001133689,0.00005064168,0.001026799],"domain_scores_gemma":[0.9970775,0.0004339037,0.0006393559,0.001305937,0.00007552622,0.0004678],"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":[0.00001072318,0.001027535,0.001816046,0.00007686725,0.0002773192,0.00004742266,0.001594424,0.01128495,0.000006714016,0.9508781,0.02991033,0.003069572],"study_design_scores_gemma":[0.001485486,0.00008697156,0.001343046,0.0001912513,0.0000842712,0.0002710879,0.0002411159,0.005666413,0.00005477357,0.04765928,0.9418905,0.001025815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0633503,0.02538067,0.01308115,0.05227489,0.01161258,0.0007175221,0.003953541,0.0003064882,0.8293229],"genre_scores_gemma":[0.8811561,0.008751683,0.00215705,0.00310318,0.00112475,0.0001866924,0.0001924201,0.00006820804,0.1032599],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9119802,"threshold_uncertainty_score":0.9999688,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2605559350","doi":"10.4000/ei.727","title":"Institutionnalisme commonsien, citoyenneté et « sécurité économique »","year":2003,"lang":"fr","type":"article","venue":"Économie et Institutions","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Sylvie Morel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1187785341636384,"gpt":0.3453461636086264,"spread":0.226567629444988,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001771431,0.0003837656,0.0004564636,0.0001095964,0.001964307,0.0004147899,0.0006314265,0.0004518306,0.001273631],"category_scores_gemma":[0.001062147,0.0004429664,0.0003252077,0.001048398,0.003787351,0.002293808,0.0001006179,0.0006304612,0.001067705],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009518914,"about_ca_system_score_gemma":0.007256542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05046559,"about_ca_topic_score_gemma":0.1647844,"domain_scores_codex":[0.9967309,0.0008021243,0.0006449859,0.0006810096,0.0002215007,0.0009194878],"domain_scores_gemma":[0.9980312,0.000437708,0.0003662253,0.0004718138,0.0001593461,0.0005336957],"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":[0.000004466893,0.0002449422,0.002243004,0.00001268997,0.00004170347,0.00001414817,0.003162118,0.00250891,0.000006807754,0.9677661,0.0215323,0.0024628],"study_design_scores_gemma":[0.0004774956,0.00005206766,0.002655586,0.0001122845,0.00004661401,0.00002098274,0.001363523,0.0001199356,0.00002925753,0.07620631,0.9184024,0.0005134799],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1363789,0.005278571,0.004650385,0.1553247,0.01280581,0.0006770302,0.0003068909,0.0001829972,0.6843948],"genre_scores_gemma":[0.9377321,0.005244905,0.002761381,0.0103183,0.0007902901,0.0001100235,0.00002223275,0.00002334753,0.04299745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8968701,"threshold_uncertainty_score":0.9998022,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791042259","doi":"10.4000/ei.5828","title":"Futurité, origine des institutions économiques","year":2017,"lang":"fr","type":"article","venue":"Économie et Institutions","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CRB Innovations (Canada)","funders":"","keywords":"Commons; Humanities; Political science; Art; Law","authors":[{"name":"Jean-Jacques Gislain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1396671062057572,"gpt":0.3115832201667979,"spread":0.1719161139610407,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001438153,0.0007621437,0.001201719,0.0005988802,0.007362325,0.001931509,0.001849991,0.0007103614,0.00391877],"category_scores_gemma":[0.00136827,0.001082258,0.0007401088,0.0001973017,0.007127908,0.007572475,0.0006316951,0.001030009,0.01080312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002152508,"about_ca_system_score_gemma":0.002529663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005279609,"about_ca_topic_score_gemma":0.01023395,"domain_scores_codex":[0.9954263,0.00009431259,0.00185406,0.00136419,0.0000382445,0.001222894],"domain_scores_gemma":[0.9948415,0.0002008417,0.00140606,0.002831808,0.0001500296,0.0005698142],"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":[0.00003050447,0.0005908832,0.009707774,0.000116299,0.0003779697,0.0000369332,0.0005242,0.004738991,0.000008153638,0.9675187,0.006145511,0.01020403],"study_design_scores_gemma":[0.001068014,0.0001074012,0.009429908,0.0003398847,0.00009385024,0.0001190074,0.0001389256,0.0008288127,0.0001192754,0.1627377,0.8239949,0.001022273],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1642496,0.0149393,0.02276265,0.03996286,0.02027501,0.0008351022,0.004917208,0.0002731829,0.7317851],"genre_scores_gemma":[0.8800384,0.01516466,0.01259406,0.002331044,0.002411571,0.0002697367,0.0002497958,0.00008423328,0.0868565],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8178494,"threshold_uncertainty_score":0.9991627,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2611286339","doi":"10.4000/ei.126","title":"La neuroéconomie : essentielle, mais pour qui ?","year":2011,"lang":"fr","type":"article","venue":"Économie et Institutions","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Benoît Dubreuil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1485796553473872,"gpt":0.3528489702401466,"spread":0.2042693148927594,"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":[0.0004932991,0.0003580544,0.0004116723,0.0001399164,0.0009808398,0.0001402618,0.0005198007,0.0003040522,0.003229584],"category_scores_gemma":[0.00009230616,0.0004509113,0.0002902012,0.0002405491,0.002923043,0.001209999,0.0003344616,0.0004222425,0.0050482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001012087,"about_ca_system_score_gemma":0.001456171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01841039,"about_ca_topic_score_gemma":0.01076441,"domain_scores_codex":[0.9978212,0.000317657,0.0005623538,0.0005821345,0.00007326021,0.0006434604],"domain_scores_gemma":[0.9987525,0.0002245922,0.000226718,0.0004207798,0.00006180661,0.000313612],"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":[0.00001919728,0.0005876984,0.006208485,0.00001234302,0.00009240676,0.0000381809,0.01042636,0.00005710351,0.00006503671,0.969182,0.008359591,0.004951587],"study_design_scores_gemma":[0.0007705075,0.0001020212,0.004936311,0.00007913627,0.0001736158,0.00003309762,0.01904547,0.00007541064,0.000792541,0.0149914,0.9582237,0.0007767808],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3117758,0.001648051,0.0001722169,0.009359086,0.004586586,0.0003316264,0.000123424,0.0001176217,0.6718856],"genre_scores_gemma":[0.9535314,0.002978568,0.004346613,0.001459259,0.0004015881,0.0001262122,0.00001345325,0.00003893848,0.03710397],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9541906,"threshold_uncertainty_score":0.9997942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404369773","doi":"10.4000/12op7","title":"Passéité, futurité et actualité, les temporalités de l’activité","year":2023,"lang":"fr","type":"article","venue":"Économie et Institutions","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Philosophy","authors":[{"name":"Jean-Jacques Gislain","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2428559878517967,"gpt":0.3688615403032088,"spread":0.1260055524514121,"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":[0.001461419,0.0003160803,0.0004237614,0.0001564403,0.002245365,0.0002277014,0.0003694438,0.0004209799,0.0005436947],"category_scores_gemma":[0.0007098424,0.0003566521,0.0003221259,0.0009846875,0.001918648,0.0008047216,0.0001919781,0.0005474592,0.001460979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137847,"about_ca_system_score_gemma":0.002058117,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05373783,"about_ca_topic_score_gemma":0.07824682,"domain_scores_codex":[0.9973803,0.0006252895,0.0004211658,0.0004548714,0.0002393265,0.0008790755],"domain_scores_gemma":[0.9983446,0.0008028991,0.0001628671,0.0002844537,0.00009098431,0.0003141777],"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":[0.000004523748,0.0001464604,0.001208794,0.00003244635,0.0001385035,0.00002551261,0.0224197,0.000407073,0.00001669527,0.8775731,0.0851443,0.01288292],"study_design_scores_gemma":[0.0003030417,0.00003815441,0.007403416,0.00008965612,0.00006629156,0.00000287907,0.009659978,0.0001036725,0.00002548725,0.02856448,0.953352,0.0003909388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2355201,0.01032991,0.0004165412,0.2442508,0.00776079,0.0005606316,0.0005590129,0.0007326247,0.4998696],"genre_scores_gemma":[0.8483465,0.01552126,0.0005523155,0.003954513,0.001984675,0.0001731687,0.00008570294,0.00003497835,0.1293468],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8682077,"threshold_uncertainty_score":0.9998885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2592673979","doi":"10.4000/ei.1006","title":"Communication de la BCE et crise financière","year":2015,"lang":"fr","type":"article","venue":"Économie et Institutions","topic":"Italy: Economic History and Contemporary Issues","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Bell (Canada)","funders":"","keywords":"Political science","authors":[{"name":"Emmanuel Carré","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1107266954194052,"gpt":0.3017065718384434,"spread":0.1909798764190382,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002679488,0.0003022621,0.000553732,0.0002700849,0.0003750262,0.0002679464,0.0005842535,0.0004099231,0.0004539305],"category_scores_gemma":[0.0006329585,0.0004653837,0.0002276101,0.0001955951,0.0008158783,0.001860159,0.0001784154,0.0006219648,0.003902728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644843,"about_ca_system_score_gemma":0.001660556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002999988,"about_ca_topic_score_gemma":0.0009596013,"domain_scores_codex":[0.9977989,0.0003143685,0.0009031156,0.000529115,0.00002522673,0.0004293052],"domain_scores_gemma":[0.9978353,0.0003107096,0.0004877072,0.001019642,0.00006931127,0.0002773372],"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":[0.00002297731,0.0003467087,0.005490363,0.00002941842,0.00007303007,0.00001521607,0.004640237,0.005452142,0.00000108853,0.9103495,0.07206628,0.001513009],"study_design_scores_gemma":[0.0009937224,0.00006887662,0.001935182,0.0001036297,0.00002560123,0.00004458287,0.0007091957,0.002262268,0.00001352689,0.05528029,0.9380918,0.0004713595],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1096188,0.06037302,0.00745036,0.03626129,0.002972225,0.0003641117,0.0007908078,0.0001199174,0.7820494],"genre_scores_gemma":[0.901006,0.004415613,0.006803739,0.003819172,0.0002265013,0.0001196454,0.0002040509,0.00004410113,0.08336114],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8660254,"threshold_uncertainty_score":0.9997798,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W606882774","doi":"10.4000/ei.230","title":"Le pouvoir des mots dans le nouveau consensus du développement","year":2010,"lang":"fr","type":"article","venue":"Économie et Institutions","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Réseau Technoscience","funders":"","keywords":"Political science; Philosophy","authors":[{"name":"Jaime Marques Pereira","is_ca":true},{"name":"Pepita Ould Ahmed","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04334544066060895,"gpt":0.2707516711236165,"spread":0.2274062304630076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004466125,0.0002986431,0.0002706599,0.00003537982,0.002220256,0.0002415477,0.0004669047,0.0003125766,0.001130229],"category_scores_gemma":[0.000175751,0.0001459106,0.0001821207,0.0004204947,0.001653972,0.000342089,0.0002684307,0.0005785268,0.001289665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001888181,"about_ca_system_score_gemma":0.001335827,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01086073,"about_ca_topic_score_gemma":0.067411,"domain_scores_codex":[0.9981223,0.0001244728,0.0004129059,0.0004857774,0.0001709363,0.0006835677],"domain_scores_gemma":[0.9989687,0.0002144465,0.0001039855,0.0001305761,0.0002044469,0.000377806],"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":[0.00001277803,0.0005326946,0.00583564,0.00001880284,0.00006833325,0.00003813006,0.0003952638,0.0001268929,0.05575525,0.8744552,0.04057746,0.02218358],"study_design_scores_gemma":[0.0004045408,0.0001097419,0.2145007,0.00005621461,0.00002139168,0.0001368358,0.001521926,0.00005786217,0.00489655,0.008384263,0.7694684,0.0004415772],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5631027,0.0002797604,0.0001316579,0.3360066,0.001597726,0.0003771955,0.0001209587,0.00008065884,0.09830272],"genre_scores_gemma":[0.9521784,0.000823306,0.002985415,0.0009048106,0.0007629886,0.00006537022,0.0001800648,0.000003006085,0.04209667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8660709,"threshold_uncertainty_score":0.9997829,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}