{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"439e43349e17","filters":{"venue":"ACCRA"}},"results":[{"id":"W3175639588","doi":"10.3917/accra.011.0085","title":"L’évolution des rôles du contrôleur de gestion à l’ère de la Business Intelligence","year":2021,"lang":"fr","type":"article","venue":"ACCRA","topic":"Big Data and Business Intelligence","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Jérôme Reutter","is_ca":false},{"name":"Élodie Allain","is_ca":true},{"name":"Patrice Landagaray","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05071445639823714,"gpt":0.2812755690020898,"spread":0.2305611126038527,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01009638,0.0007242548,0.0003866262,0.002182593,0.001990728,0.01229211,0.001195912,0.002381189,0.009499898],"category_scores_gemma":[0.01987919,0.0006114688,0.0006891422,0.001695383,0.004428891,0.01001527,0.003209693,0.002681936,0.00211557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004763247,"about_ca_system_score_gemma":0.005154884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01596554,"about_ca_topic_score_gemma":0.009022552,"domain_scores_codex":[0.992467,0.002886972,0.0003179479,0.001210523,0.002282851,0.0008347337],"domain_scores_gemma":[0.9707036,0.01579642,0.00260622,0.002879056,0.005826756,0.002187897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009338357,0.0006172719,0.07969892,0.001192157,0.0001706478,0.001152254,0.05574902,0.005958028,0.033539,0.3599316,0.008349749,0.4527074],"study_design_scores_gemma":[0.0001180878,0.001182615,0.183201,0.001481292,0.0002298667,0.001709327,0.05387168,0.02963611,0.02991837,0.1198052,0.5783786,0.0004678914],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5357279,0.01035791,0.1378455,0.01590523,0.0006920985,0.0003410402,0.0005201147,0.0006909411,0.2979193],"genre_scores_gemma":[0.9501483,0.002088715,0.02284558,0.0004548193,0.0001090186,0.0001111512,0.0001937485,0.000128481,0.02392022],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01596554,"threshold_uncertainty_score":0.05339545,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387170565","doi":"10.3917/accra.018.0059","title":"L’enseignement de la blockchain pour les étudiants en comptabilité : état des lieux et leçons issues du Top 50 mondial des universités.","year":2023,"lang":"fr","type":"article","venue":"ACCRA","topic":"Education, sociology, and vocational training","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 du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Olivier Desplebin","is_ca":false},{"name":"Gulliver Lux","is_ca":true},{"name":"Nicolas Petit","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.120622738531375,"gpt":0.4184841104370109,"spread":0.2978613719056359,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01233823,0.0004318885,0.0003674137,0.001545254,0.002676878,0.005735422,0.001095983,0.0016791,0.01048552],"category_scores_gemma":[0.02971256,0.0003802342,0.0004542261,0.002478816,0.001914899,0.005752259,0.002733306,0.001666286,0.001873311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00687561,"about_ca_system_score_gemma":0.01160056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03104677,"about_ca_topic_score_gemma":0.03535182,"domain_scores_codex":[0.9922314,0.00405203,0.0002382764,0.0007863839,0.001964707,0.0007272634],"domain_scores_gemma":[0.9739817,0.01222325,0.002503795,0.00299499,0.005550945,0.002745382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007884715,0.0005556297,0.1368118,0.0009616062,0.000111788,0.0007008401,0.02679414,0.01775677,0.009223971,0.3022052,0.01492397,0.4891658],"study_design_scores_gemma":[0.0002027988,0.001660394,0.1700681,0.001375632,0.0001626798,0.001149845,0.03861531,0.1146361,0.02941283,0.1111879,0.5311859,0.0003424856],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.759572,0.009642733,0.1320304,0.0241546,0.0004805271,0.0003514687,0.0006425764,0.0006457731,0.07247992],"genre_scores_gemma":[0.9434388,0.00194202,0.02694068,0.0002934787,0.00006577425,0.0001511968,0.000316308,0.00006339047,0.02678837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03104677,"threshold_uncertainty_score":0.06525153,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3194108626","doi":"","title":"La gestion des données comptables : une revue de la littérature","year":2003,"lang":"fr","type":"article","venue":"ACCRA","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","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":"Equity (law); Earnings; Debt; Political science; Conceptual framework; Welfare economics; Sociology; Business; Economics; Accounting; Finance; Social science","authors":[{"name":"Hervé Stolowy","is_ca":false},{"name":"Gaëtan Breton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01533750242904091,"gpt":0.2043712761209237,"spread":0.1890337736918828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07171734,0.002195341,0.005008126,0.01377702,0.002505479,0.0245448,0.00724054,0.006740886,0.01173714],"category_scores_gemma":[0.1872665,0.002632865,0.004572091,0.01779727,0.0172286,0.03258904,0.00805563,0.009428591,0.007857826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00665546,"about_ca_system_score_gemma":0.01147582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0169198,"about_ca_topic_score_gemma":0.007394983,"domain_scores_codex":[0.92093,0.03243507,0.008744287,0.007625434,0.02921834,0.001046864],"domain_scores_gemma":[0.7006944,0.2578664,0.006449526,0.01791752,0.01620194,0.0008702474],"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":[0.00009560054,0.00006485495,0.001291188,0.009500518,0.0002645477,0.0003025445,0.002477299,0.002313608,0.0005988411,0.0919927,0.0180448,0.8730535],"study_design_scores_gemma":[0.00004094225,0.00005717498,0.002490212,0.01952752,0.0001944072,0.001699334,0.002398467,0.005870151,0.001670566,0.08921897,0.8766434,0.0001887733],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002679355,0.8047658,0.150675,0.02063009,0.001960109,0.0002182012,0.000757391,0.0008169583,0.01749716],"genre_scores_gemma":[0.03603049,0.7239667,0.2181224,0.004729455,0.004697235,0.0004914365,0.002175149,0.001262852,0.008524418],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.07171734,"threshold_uncertainty_score":0.3792821,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3005634343","doi":"10.3917/accra.007.0035","title":"Une étude sur les « Justifications des Appréciations » des auditeurs relatives aux estimations liées au  goodwill","year":2020,"lang":"fr","type":"article","venue":"ACCRA","topic":"Auditing, Earnings Management, Governance","field":"Business, Management and Accounting","cited_by":0,"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":"Goodwill; Humanities; Political science; Philosophy; Business; Accounting","authors":[{"name":"Jean Bédard","is_ca":true},{"name":"Charlotte Disle","is_ca":false},{"name":"Nathalie Gonthier‐Besacier","is_ca":false},{"name":"Rémi Janin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05397933210195523,"gpt":0.2584443939506678,"spread":0.2044650618487126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03180398,0.0003254954,0.0004064708,0.004864051,0.002259944,0.004967569,0.0004628665,0.0007244747,0.004127217],"category_scores_gemma":[0.1404575,0.0003843199,0.0004431382,0.006308399,0.001874624,0.002839026,0.002407546,0.001512542,0.0006866087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006069692,"about_ca_system_score_gemma":0.006901998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03371265,"about_ca_topic_score_gemma":0.06438755,"domain_scores_codex":[0.9748309,0.009948794,0.002547169,0.001485392,0.009610803,0.001576965],"domain_scores_gemma":[0.6983054,0.1364963,0.08474693,0.01160119,0.06387348,0.004976747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003029229,0.00005972658,0.7778191,0.0005189902,0.000166383,0.0003455051,0.01985272,0.001106592,0.00188751,0.007346747,0.003774021,0.1868198],"study_design_scores_gemma":[0.00001122812,0.0001997719,0.92583,0.0005223154,0.00007459378,0.0005332233,0.01164541,0.001080018,0.001957987,0.001805685,0.05624897,0.00009081677],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960058,0.004271911,0.006037011,0.00455502,0.0001928082,0.0000843582,0.0007857446,0.00009677113,0.02391819],"genre_scores_gemma":[0.9908337,0.001146771,0.001848897,0.00021157,0.00007618147,0.00002991409,0.0002910445,0.0000221065,0.005539903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03371265,"threshold_uncertainty_score":0.1681975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}