{"meta":{"query_hash":"f267c44f828f","filters":{"venue":"Finance Contrôle Stratégie"},"cohort_total":9,"direct_labels_cover":0,"predictions_cover":9,"exported":9,"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/f267c44f828f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Finance+Contr%C3%B4le+Strat%C3%A9gie"},"results":[{"id":"W2501078835","doi":"10.4000/fcs.1783","title":"Les facteurs déterminants de la mise en place du Say on Pay au Canada","year":2016,"lang":"fr","type":"article","venue":"Finance Contrôle Stratégie","topic":"Corporate Finance and Governance","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.010484296811248555,"score_gpt":0.22057607275179605,"score_spread":0.2100917759405475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2501078835","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":[0.93700725,0.002818497,0.00043271272,0.026023852,0.0034887164,0.00048142948,0.00062168646,0.0000821165,0.029043755],"genre_scores_gemma":[0.9330763,0.0019855879,0.000036494475,0.0013964218,0.0025634407,0.000047794103,0.000012364683,0.00006998343,0.06081158],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970172,0.000104056715,0.0005187791,0.0007324535,0.00044161157,0.0011859075],"domain_scores_gemma":[0.9977821,0.000704153,0.00067330216,0.00057624927,0.00020826836,0.000055904376],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000557655,0.00059328094,0.0005544617,0.00007886813,0.000381961,0.00022528843,0.00064835267,0.00032709388,0.0003889011],"category_scores_gemma":[0.00063337886,0.00044493875,0.00015458955,0.000334405,0.0002801427,0.0011410438,0.00011440599,0.0004027003,0.0003679334],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036947144,0.00026690686,0.3918351,0.00040878248,0.000053632928,0.001541354,0.00008140933,0.00022351433,0.00038906257,0.031380095,0.19399701,0.37945366],"study_design_scores_gemma":[0.0014199239,0.00003436955,0.43588743,0.0011749552,0.000038969836,0.000009584886,0.00003284072,0.00006984576,0.00019827305,0.00039999385,0.5602962,0.0004376424],"about_ca_topic_score_codex":0.5944542,"about_ca_topic_score_gemma":0.6110088,"teacher_disagreement_score":0.37901604,"about_ca_system_score_codex":0.00094569434,"about_ca_system_score_gemma":0.002162693,"threshold_uncertainty_score":0.99980026},"labels":[],"label_agreement":null},{"id":"W2580414839","doi":"10.4000/fcs.1869","title":"Efficacité des lois contraignantes et des lois souples pour promouvoir la diversité de genre dans les conseils d’administration : une comparaison France/Canada","year":2016,"lang":"fr","type":"article","venue":"Finance Contrôle Stratégie","topic":"Gender Diversity and Inequality","field":"Social Sciences","cited_by":8,"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; Legislature; Humanities; Administration (probate law); Ethnology; Sociology; Law; Philosophy","score_opus":0.07320852726252887,"score_gpt":0.2844724554044343,"score_spread":0.21126392814190542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580414839","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":[0.95749474,0.00472737,0.014650424,0.01083258,0.00041976187,0.00055346504,0.0016156636,0.00009684767,0.009609178],"genre_scores_gemma":[0.981566,0.0017369953,0.0009354176,0.00029308372,0.00018856372,0.00002189839,0.000023634599,0.00002295382,0.0152114425],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99616385,0.00084112486,0.00055320625,0.00069493614,0.00057935127,0.0011675088],"domain_scores_gemma":[0.9973784,0.0011172835,0.0004191939,0.00033375548,0.00043896743,0.0003124187],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00097623497,0.00048678953,0.00063575734,0.000049021477,0.0016291586,0.00019777696,0.0006811578,0.00039792457,0.00030147593],"category_scores_gemma":[0.0004788382,0.00045377217,0.00023066628,0.00043626587,0.00302276,0.0007519777,0.00009755295,0.00033081285,0.000058384307],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005261773,0.0013848953,0.4374977,0.00066087296,0.0005102239,0.00069268007,0.12848991,0.00032875754,0.013363989,0.23454821,0.008489866,0.17350672],"study_design_scores_gemma":[0.004608275,0.0005740809,0.7442984,0.0014791774,0.0002955462,0.000058499023,0.055620518,0.00028288248,0.01133589,0.013947526,0.16604957,0.0014496502],"about_ca_topic_score_codex":0.41001493,"about_ca_topic_score_gemma":0.76228195,"teacher_disagreement_score":0.35226703,"about_ca_system_score_codex":0.0012678156,"about_ca_system_score_gemma":0.0037151498,"threshold_uncertainty_score":0.9997914},"labels":[],"label_agreement":null},{"id":"W2809191719","doi":"10.4000/fcs.2183","title":"La pensée groupale au sein des conseils d’administration : proposition d’un modèle","year":2018,"lang":"fr","type":"article","venue":"Finance Contrôle Stratégie","topic":"Management and Organizational Studies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Art","score_opus":0.030660547539615415,"score_gpt":0.24534768781125954,"score_spread":0.21468714027164412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809191719","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":[0.6371922,0.017665068,0.036562223,0.021968717,0.0041851103,0.002233144,0.00012254388,0.00046059827,0.27961043],"genre_scores_gemma":[0.98140895,0.00051071576,0.0012063415,0.0006096209,0.0030709892,0.00005321111,0.00014388832,0.000049065005,0.012947244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978934,0.00005733418,0.0004959152,0.00055260654,0.00034663774,0.00065408775],"domain_scores_gemma":[0.9985312,0.00008021801,0.0003747637,0.0002814818,0.00070570764,0.00002662881],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047878627,0.00040358776,0.00035243048,0.00013147255,0.0012166693,0.0006542322,0.00028720216,0.00020640071,0.0013107148],"category_scores_gemma":[0.00021698372,0.0004393194,0.00010778062,0.00069398154,0.0012537163,0.0018728399,0.00019321393,0.00019383806,0.0013449667],"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":[0.00027523647,0.00074225245,0.038967244,0.0014174306,0.00024784426,0.00017496353,0.0006345144,0.000034069955,0.0005914153,0.8280781,0.03474818,0.094088756],"study_design_scores_gemma":[0.002671305,0.00036722288,0.31356966,0.0009778009,0.00048027287,0.000024468736,0.0011405058,0.0040471503,0.0017857815,0.06417077,0.60953695,0.0012281433],"about_ca_topic_score_codex":0.00048311095,"about_ca_topic_score_gemma":0.0015029969,"teacher_disagreement_score":0.7639073,"about_ca_system_score_codex":0.00014794049,"about_ca_system_score_gemma":0.00017825537,"threshold_uncertainty_score":0.99980587},"labels":[],"label_agreement":null},{"id":"W2910272622","doi":"10.4000/fcs.2890","title":"Les paradoxes organisationnels et le déploiement des outils de gestion : leçons issues de deux études de cas","year":2018,"lang":"fr","type":"article","venue":"Finance Contrôle Stratégie","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":12,"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":"Humanities; Political science; Philosophy","score_opus":0.07954943729865348,"score_gpt":0.36073684024904107,"score_spread":0.2811874029503876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2910272622","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":[0.9116094,0.012473625,0.009073895,0.050643925,0.00081607327,0.00038125933,0.00009052357,0.00011608445,0.014795225],"genre_scores_gemma":[0.9744702,0.005662933,0.0068831895,0.00056057965,0.0014140399,0.000050416744,0.0000033431502,0.000024311272,0.010930967],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99699193,0.00044356406,0.0003761868,0.00048614363,0.0004709152,0.0012312325],"domain_scores_gemma":[0.998711,0.00028683123,0.00028997997,0.00023711691,0.0002622304,0.00021287987],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0015884518,0.0002872643,0.00032665452,0.00003376078,0.0016581254,0.00032636002,0.00057084986,0.00034339764,0.00038621694],"category_scores_gemma":[0.00083146774,0.00031365608,0.00013275738,0.0005661051,0.002270704,0.00076441106,0.00006725779,0.00026665142,0.00008704601],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000029730754,0.00028976682,0.05226212,0.000039117134,0.000041021012,0.000026261365,0.067921996,0.00022562353,0.0016008464,0.7559705,0.008730937,0.11286211],"study_design_scores_gemma":[0.00071673933,0.00041628673,0.5798635,0.00043126146,0.00007425462,0.000012176642,0.02521964,0.00058291305,0.004932875,0.116956435,0.2701519,0.0006419949],"about_ca_topic_score_codex":0.23404428,"about_ca_topic_score_gemma":0.2406476,"teacher_disagreement_score":0.639014,"about_ca_system_score_codex":0.0010459073,"about_ca_system_score_gemma":0.0024883728,"threshold_uncertainty_score":0.9999316},"labels":[],"label_agreement":null},{"id":"W2999015016","doi":"10.4000/fcs.4065","title":"L’innovation territoriale : manager en mode pilotage ou en logistique?","year":2020,"lang":"fr","type":"article","venue":"Finance Contrôle Stratégie","topic":"French Urban and Social Studies","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":"École Nationale d'Administration Publique","funders":"","keywords":"Humanities; Political science; Pilotage; Philosophy","score_opus":0.05798308690478768,"score_gpt":0.2986550977954332,"score_spread":0.24067201089064552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999015016","genre_codex":"other","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":[0.044314727,0.06950366,0.01657078,0.3572891,0.032127574,0.0025078605,0.0010787908,0.0006829361,0.47592455],"genre_scores_gemma":[0.929123,0.008481265,0.0006818593,0.0017833232,0.0126323085,0.000068727975,0.000027105805,0.000036064193,0.047166374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719393,0.00040752007,0.0005638251,0.000601901,0.00048352723,0.00074930664],"domain_scores_gemma":[0.9988574,0.00036249822,0.00027103434,0.00020576312,0.00018008126,0.00012326498],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041502825,0.0003501867,0.0005349767,0.00004668448,0.0006201814,0.00015709695,0.0004919059,0.00041703795,0.00030935463],"category_scores_gemma":[0.0011402263,0.00039755844,0.00015585625,0.0010044976,0.0007177093,0.00049205334,0.00011705908,0.00050899707,0.00032496898],"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":[0.000039321567,0.000111107605,0.00015753867,0.00008791267,0.000061598876,0.000071079055,0.0155071495,0.0001492219,0.00046079978,0.84039086,0.10199722,0.040966183],"study_design_scores_gemma":[0.0007537613,0.00020216427,0.0027001014,0.00008467498,0.000049623453,3.8724033e-7,0.0017934348,0.00057623396,0.00024302861,0.027665522,0.9654582,0.0004728503],"about_ca_topic_score_codex":0.0065100193,"about_ca_topic_score_gemma":0.0019318041,"teacher_disagreement_score":0.88480824,"about_ca_system_score_codex":0.00047245633,"about_ca_system_score_gemma":0.00031386697,"threshold_uncertainty_score":0.99984765},"labels":[],"label_agreement":null},{"id":"W3006701946","doi":"10.4000/fcs.4514","title":"Rémunération du conseil d’administration et du comité d’audit et gestion du résultat comptable","year":2020,"lang":"fr","type":"article","venue":"Finance Contrôle Stratégie","topic":"Accounting and Organizational Management","field":"Business, Management and Accounting","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; Humanities; Art","score_opus":0.014987332665433435,"score_gpt":0.20998614356336254,"score_spread":0.19499881089792911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006701946","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":[0.12642226,0.0040338817,0.046241578,0.7904221,0.0038210792,0.0016198319,0.00019255294,0.00061941263,0.026627349],"genre_scores_gemma":[0.9666691,0.0016932964,0.0006504639,0.024118362,0.003542548,0.000053174263,0.0010776112,0.00008776076,0.0021077278],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971146,0.00011968978,0.0008579508,0.0007867519,0.0005457501,0.00057525013],"domain_scores_gemma":[0.99754757,0.00027119665,0.0008446334,0.00031430757,0.0009686702,0.00005360053],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008357851,0.00054791686,0.0005365546,0.00012138853,0.0006381655,0.0015383206,0.0004252638,0.0002879557,0.0006621588],"category_scores_gemma":[0.0015466029,0.0006456259,0.00014506363,0.0008749387,0.00018238903,0.0033943236,0.0002452489,0.00049340836,0.0016938231],"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":[0.00029666733,0.00055367895,0.033335045,0.0008329445,0.00012206292,0.00016127153,0.00036389535,0.010822245,0.00033211385,0.50866437,0.43866196,0.0058537647],"study_design_scores_gemma":[0.002580869,0.00014054096,0.06990004,0.0004096398,0.00023307637,0.000013524506,0.0004636509,0.08535789,0.000099466255,0.0019159721,0.8381385,0.00074682356],"about_ca_topic_score_codex":0.0006408755,"about_ca_topic_score_gemma":0.00028643434,"teacher_disagreement_score":0.8402468,"about_ca_system_score_codex":0.00012877733,"about_ca_system_score_gemma":0.00048526676,"threshold_uncertainty_score":0.9995995},"labels":[],"label_agreement":null},{"id":"W4312185801","doi":"10.4000/fcs.10126","title":"L’intégration d’une pédagogie expérientielle dans un module de méthodologie de la recherche","year":2022,"lang":"fr","type":"article","venue":"Finance Contrôle Stratégie","topic":"Education, sociology, and vocational training","field":"Social Sciences","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":"Magellan Aerospace (Canada)","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","score_opus":0.5564024509963944,"score_gpt":0.5050215879115036,"score_spread":0.05138086308489076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312185801","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":[0.8098935,0.017256588,0.038582865,0.042614665,0.0073300377,0.00065896363,0.00022153663,0.00021671638,0.08322516],"genre_scores_gemma":[0.9373426,0.00747344,0.030190993,0.00064673694,0.0020976893,0.00041726214,0.00008518275,0.00003336797,0.021712761],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9875193,0.010310707,0.00042949905,0.0005304179,0.00034120135,0.0008688303],"domain_scores_gemma":[0.99129015,0.007823227,0.00028983795,0.00032428134,0.00014928442,0.00012321751],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.015699975,0.00024514302,0.00030225728,0.000060955233,0.0019815476,0.00008716762,0.00060842885,0.00051276747,0.0006611771],"category_scores_gemma":[0.004880036,0.0003111467,0.00017346034,0.00085806794,0.0017385529,0.00029568546,0.00009170399,0.0012095002,0.000028150922],"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":[0.00003555745,0.000725833,0.008602669,0.000041527488,0.000084811494,0.000027654705,0.17339878,0.0039783004,0.0019697906,0.6931451,0.016460156,0.10152982],"study_design_scores_gemma":[0.0009767982,0.00030728025,0.059324138,0.00005667264,0.000088810775,0.000033789915,0.3432392,0.0013550617,0.00090621796,0.23192845,0.3611661,0.0006174993],"about_ca_topic_score_codex":0.0022376,"about_ca_topic_score_gemma":0.00027578697,"teacher_disagreement_score":0.46121666,"about_ca_system_score_codex":0.0013555201,"about_ca_system_score_gemma":0.0027372667,"threshold_uncertainty_score":0.9999341},"labels":[],"label_agreement":null},{"id":"W4410807548","doi":"10.4000/14121","title":"Teaching management tools: a proposal for a pedagogical method of dissection","year":2025,"lang":"en","type":"article","venue":"Finance Contrôle Stratégie","topic":"Business and Management Studies","field":"Decision 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":"Lockheed Martin (Canada)","funders":"","keywords":"Dissection (medical); Computer science; Mathematics education; Psychology; Medicine; Radiology","score_opus":0.19075193692835993,"score_gpt":0.47421484482074094,"score_spread":0.28346290789238104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410807548","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0047103823,0.00028560773,0.95589155,0.0043422747,0.00055444206,0.00095051643,0.000026680578,0.000041177078,0.033197384],"genre_scores_gemma":[0.8894276,0.00006317822,0.08016128,0.0001811272,0.000058077865,0.0003487076,0.00000462601,0.000007846047,0.029747525],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982426,0.00009139483,0.0005540729,0.00046909138,0.00039939265,0.00024344379],"domain_scores_gemma":[0.9985275,0.00063622324,0.00021606509,0.00037422817,0.00022963432,0.000016323442],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018943294,0.00014411591,0.0003856692,0.00019585298,0.00026708614,0.0001356437,0.00042315066,0.000049240294,0.000021150394],"category_scores_gemma":[0.00084368105,0.00010387785,0.00015629722,0.00043788803,0.00006332195,0.0002766833,0.00020034304,0.00009190926,0.0000056814724],"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":[0.000080362355,0.00007474141,0.00021336344,0.00005660414,0.000038890437,0.0000024118003,0.00009730103,0.00007685081,0.00009071175,0.5109979,0.0031600357,0.48511085],"study_design_scores_gemma":[0.0025503233,0.00026243966,0.051742543,0.00024965842,0.00016350557,0.0000019221611,0.005694804,0.00766252,0.0005747922,0.5231291,0.40760922,0.00035913635],"about_ca_topic_score_codex":0.000034594133,"about_ca_topic_score_gemma":0.000043120133,"teacher_disagreement_score":0.8847172,"about_ca_system_score_codex":0.000024936682,"about_ca_system_score_gemma":0.000058693196,"threshold_uncertainty_score":0.42360157},"labels":[],"label_agreement":null},{"id":"W4410807556","doi":"10.4000/14120","title":"Enseigner les outils de gestion : proposition d’une méthode pédagogique de dissection","year":2025,"lang":"fr","type":"article","venue":"Finance Contrôle Stratégie","topic":"Social Sciences and Governance","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":"Lockheed Martin (Canada)","funders":"","keywords":"Computer science","score_opus":0.04226157962430654,"score_gpt":0.32289730662724087,"score_spread":0.2806357270029343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410807556","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":[0.7282176,0.014718415,0.09531255,0.09727069,0.0035833574,0.0008636483,0.00009445826,0.00018467539,0.05975459],"genre_scores_gemma":[0.91197586,0.0036595266,0.0014637215,0.000431463,0.00072171434,0.000088113695,0.0000058891396,0.000012074907,0.081641614],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99731994,0.0005606439,0.00036462242,0.00050045626,0.00034835338,0.0009060059],"domain_scores_gemma":[0.9989992,0.0002446928,0.00025102525,0.00020542832,0.00018377091,0.00011587496],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001240357,0.00024901255,0.00029663998,0.00005056882,0.0012092817,0.00020917055,0.0003486372,0.0005749723,0.00012398123],"category_scores_gemma":[0.00049786206,0.0002714777,0.0001681003,0.0011046262,0.0008060197,0.0005655968,0.00003623698,0.00045813544,0.000031662632],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068134716,0.00020554534,0.0075015957,0.00007579337,0.000025141635,0.00003300957,0.010885123,0.00055291835,0.0019821539,0.51370573,0.009650674,0.4553142],"study_design_scores_gemma":[0.0009736748,0.00032327787,0.5142758,0.0012733942,0.00015076365,0.000013935927,0.014565929,0.004210575,0.002999444,0.15038013,0.3100589,0.0007741919],"about_ca_topic_score_codex":0.05651158,"about_ca_topic_score_gemma":0.049769174,"teacher_disagreement_score":0.5067742,"about_ca_system_score_codex":0.0011684756,"about_ca_system_score_gemma":0.0016624,"threshold_uncertainty_score":0.9999737},"labels":[],"label_agreement":null}]}