{"meta":{"query_hash":"f28f0e1d7cf4","filters":{"venue":"Revue d’études benthamiennes"},"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/f28f0e1d7cf4","api":"https://metacan.xera.ac/api/v1/cohort?venue=Revue+d%E2%80%99%C3%A9tudes+benthamiennes"},"results":[{"id":"W1987330129","doi":"10.4000/etudes-benthamiennes.667","title":"Symposium on David Phillips’s Sidgwickian Ethics","year":2013,"lang":"fr","type":"article","venue":"Revue d’études benthamiennes","topic":"Political Philosophy and Ethics","field":"Social Sciences","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":"Western University","funders":"","keywords":"Utilitarianism; Philosophy; Normative ethics; Environmental ethics; Epistemology; Sociology","score_opus":0.08547570154971151,"score_gpt":0.32627930677277955,"score_spread":0.24080360522306804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987330129","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.069787465,0.0024126202,0.000028920029,0.49815866,0.006387361,0.00082054303,0.00013264873,0.00023937886,0.4220324],"genre_scores_gemma":[0.9565089,0.0038196894,0.00020303007,0.008645225,0.0052471096,0.00007775133,0.000030945917,0.000077065495,0.02539031],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99475807,0.0010544258,0.0006960582,0.0008842957,0.0009492458,0.0016579238],"domain_scores_gemma":[0.9948383,0.0027700034,0.00024035347,0.0007600162,0.00042911613,0.00096222525],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0014812822,0.00056702504,0.0006091406,0.00015536652,0.0012748373,0.00032630045,0.0009519529,0.0015335662,0.0017251271],"category_scores_gemma":[0.0014374265,0.0005914875,0.00043054137,0.0006837999,0.0025190446,0.00088719703,0.0002155952,0.0025648822,0.006357979],"study_design_candidate":"theoretical_or_conceptual","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":[0.000010322904,0.0006372216,0.00022247114,0.00045969748,0.000088999666,0.000027990545,0.020645725,0.00011158244,0.00019086566,0.97333574,0.0018496481,0.00241975],"study_design_scores_gemma":[0.00044028444,0.00058806845,0.0014811422,0.0014553913,0.00019538308,0.000019666455,0.004526454,0.000363243,0.00033916187,0.38270062,0.60668534,0.0012052313],"about_ca_topic_score_codex":0.0055654664,"about_ca_topic_score_gemma":0.0016107158,"teacher_disagreement_score":0.88672143,"about_ca_system_score_codex":0.00050444814,"about_ca_system_score_gemma":0.00039403187,"threshold_uncertainty_score":0.99976265},"labels":[],"label_agreement":null},{"id":"W2003146617","doi":"10.4000/etudes-benthamiennes.675","title":"Sidgwick’s Argument for Utilitarianism and his Moral Epistemology: A Reply to David Phillips","year":2013,"lang":"en","type":"article","venue":"Revue d’études benthamiennes","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Utilitarianism; Argument (complex analysis); Philosophy; Epistemology; Object (grammar); Medicine","score_opus":0.06728666743146006,"score_gpt":0.2621656290886392,"score_spread":0.19487896165717916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2003146617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93000174,0.0015808359,0.00024428594,0.03203478,0.003067739,0.0032797463,0.0002989649,0.0002993465,0.029192543],"genre_scores_gemma":[0.97854525,0.000083114435,0.0017105849,0.0036093642,0.0012082596,0.0005548781,0.000068257024,0.000058757934,0.014161507],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99800915,0.00009871002,0.00051787467,0.0006520494,0.00014307715,0.0005791538],"domain_scores_gemma":[0.99841005,0.0003773123,0.00017153272,0.0005176773,0.00029485827,0.00022855113],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004466112,0.00033765574,0.00056564016,0.00013796793,0.00047054118,0.00018960355,0.0002799309,0.00013127462,0.00032904756],"category_scores_gemma":[0.00018640242,0.00030728892,0.00019875634,0.000045051966,0.0004835041,0.00031682797,0.00014572014,0.0002143801,0.00014855353],"study_design_candidate":"theoretical_or_conceptual","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":[0.000033926277,0.00020995253,0.000718355,0.00042790527,0.00014490976,0.0000072335206,0.030734915,0.0000055330634,0.00039817442,0.95738304,0.0066530625,0.0032830185],"study_design_scores_gemma":[0.0009211074,0.0009932881,0.00317252,0.0001942903,0.00019548286,0.000037888978,0.0096440585,0.00020684973,0.00030801145,0.07695427,0.90658784,0.0007844009],"about_ca_topic_score_codex":0.0012978731,"about_ca_topic_score_gemma":0.0022581145,"teacher_disagreement_score":0.89993477,"about_ca_system_score_codex":0.00007463019,"about_ca_system_score_gemma":0.000040864605,"threshold_uncertainty_score":0.9999379},"labels":[],"label_agreement":null},{"id":"W2056506274","doi":"10.4000/etudes-benthamiennes.673","title":"Utilitarianism and Egoism in Sidgwickian Ethics","year":2013,"lang":"en","type":"article","venue":"Revue d’études benthamiennes","topic":"Epistemology, Ethics, and Metaphysics","field":"Arts and Humanities","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":"University of Manitoba","funders":"","keywords":"Ethical egoism; Utilitarianism; Environmental ethics; Philosophy; Psychology; Epistemology","score_opus":0.07928877958811302,"score_gpt":0.2681040817411833,"score_spread":0.18881530215307024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056506274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90139997,0.0017306623,0.000018585877,0.0066492604,0.0011820737,0.0005415834,0.000028013925,0.00012361266,0.08832622],"genre_scores_gemma":[0.99309784,0.0004168884,0.0002085469,0.0008534843,0.0005406069,0.00005520989,0.000018762334,0.000031543404,0.0047771083],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985558,0.000163388,0.00036585235,0.0003754172,0.00014644848,0.00039312523],"domain_scores_gemma":[0.9988195,0.0005089045,0.00010061052,0.0003081172,0.00015389349,0.0001089767],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052703917,0.00022716212,0.0003515361,0.00013239963,0.00027682175,0.00016843042,0.00020040173,0.00022338735,0.00046026285],"category_scores_gemma":[0.00020641659,0.0002111659,0.0000889701,0.000047833022,0.00064743235,0.00039642234,0.00009721983,0.00072548195,0.00016257766],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000035888222,0.00010852789,0.0014304746,0.00023455519,0.00002837234,0.000009990933,0.07552444,0.0000023761495,0.00015568573,0.9200219,0.00022294887,0.0022571424],"study_design_scores_gemma":[0.0016723872,0.0004935201,0.040192157,0.00084666547,0.00013915723,0.00004818128,0.083191015,0.0006439108,0.00028361924,0.30493045,0.56594545,0.0016134874],"about_ca_topic_score_codex":0.0031623922,"about_ca_topic_score_gemma":0.024532793,"teacher_disagreement_score":0.61509144,"about_ca_system_score_codex":0.000034771456,"about_ca_system_score_gemma":0.00004839451,"threshold_uncertainty_score":0.99326694},"labels":[],"label_agreement":null},{"id":"W4295151777","doi":"10.4000/etudes-benthamiennes.10015","title":"The Trap of Visibility?","year":2022,"lang":"fr","type":"article","venue":"Revue d’études benthamiennes","topic":"Travel Writing and Literature","field":"Arts and Humanities","cited_by":2,"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; Art","score_opus":0.018867239550200046,"score_gpt":0.22601818904530963,"score_spread":0.2071509494951096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4295151777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66894454,0.1410054,0.0000055691467,0.01571236,0.008918857,0.0007421006,0.0028449283,0.00013639216,0.16168985],"genre_scores_gemma":[0.85546637,0.0006388018,0.000028147746,0.0000925459,0.0011427074,0.000050276838,0.000042182528,0.000033955846,0.14250499],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99802727,0.0003056529,0.00054867455,0.0003521887,0.00029990633,0.00046629854],"domain_scores_gemma":[0.99852127,0.0005060718,0.00024817168,0.0005197625,0.00012846151,0.00007623749],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007450839,0.00023895125,0.0003167086,0.00007509175,0.0021096836,0.00025123925,0.0005205708,0.00006551796,0.0019069343],"category_scores_gemma":[0.00006107201,0.00019975635,0.00032815846,0.00013850219,0.000642331,0.00014621056,0.00019933845,0.0005627777,0.000016935739],"study_design_candidate":"not_applicable","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":[0.00005123615,0.00044674717,0.00026153435,0.00044639554,0.00011160534,0.00001866181,0.024644423,0.00011496974,0.00008221493,0.95201594,0.0038152046,0.0179911],"study_design_scores_gemma":[0.0002488154,0.000343221,0.00094264094,0.00016460392,0.000081054226,0.000044425688,0.02585029,0.00014708607,0.000054808632,0.0020929128,0.9698022,0.00022794397],"about_ca_topic_score_codex":0.0004125205,"about_ca_topic_score_gemma":0.000765501,"teacher_disagreement_score":0.96598697,"about_ca_system_score_codex":0.00009181297,"about_ca_system_score_gemma":0.00006369772,"threshold_uncertainty_score":0.99918944},"labels":[],"label_agreement":null},{"id":"W4323570275","doi":"10.4000/etudes-benthamiennes.10601","title":"Guillaume Tusseau, Droit comparé et théorie générale du droit. Notes sur quelques allers-retours aporétiques","year":2023,"lang":"fr","type":"article","venue":"Revue d’études benthamiennes","topic":"Legal and Social Philosophy","field":"Social Sciences","cited_by":0,"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":"Political science; Philosophy; Humanities","score_opus":0.038872720806942394,"score_gpt":0.2916701077885154,"score_spread":0.252797386981573,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323570275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64745337,0.0046978765,0.000030821822,0.12747745,0.008750276,0.0010906091,0.0003110414,0.0012211789,0.20896736],"genre_scores_gemma":[0.9574985,0.013304926,0.00018571912,0.0013391505,0.0064713694,0.00008617745,0.00021763222,0.00014383714,0.020752668],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9940555,0.000891709,0.0010168282,0.0012015862,0.001069154,0.0017651984],"domain_scores_gemma":[0.9961866,0.0013462091,0.0005317564,0.00070795993,0.000542503,0.00068493123],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018831725,0.00075858604,0.0012375292,0.00032701995,0.0011910927,0.0005378229,0.0013249284,0.0007379984,0.0008195465],"category_scores_gemma":[0.00094586593,0.00089880964,0.0008412267,0.0020526205,0.0014641472,0.0015590882,0.00050945615,0.0007792316,0.001521685],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004493027,0.0006283679,0.01669499,0.00043626514,0.00037725465,0.00025079038,0.041105032,0.00026812157,0.00014399382,0.91210216,0.024952587,0.002995515],"study_design_scores_gemma":[0.0013326465,0.00059723493,0.028188819,0.0013895358,0.00042858996,0.000030648167,0.019036612,0.0010435156,0.0003791863,0.49981022,0.4449029,0.0028600963],"about_ca_topic_score_codex":0.016568016,"about_ca_topic_score_gemma":0.019605301,"teacher_disagreement_score":0.4199503,"about_ca_system_score_codex":0.00061554014,"about_ca_system_score_gemma":0.00046887086,"threshold_uncertainty_score":0.99934626},"labels":[],"label_agreement":null}]}