{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1909,"total_is_capped":false,"direct_labels_cover":7,"predictions_cover":1909,"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"},"query_hash":"9202c39b1ab1","filters":{"venue":"VertigO"}},"results":[{"id":"W2063950563","doi":"10.4000/vertigo.5375","title":"La désertification dans les steppes algériennes : causes, impacts et actions  de lutte","year":2008,"lang":"fr","type":"article","venue":"VertigO","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Geography; Forestry; Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.02921782577517233,"gpt":0.2589188718478955,"spread":0.2297010460727231,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001896765,0.0001671212,0.000132018,0.00005679425,0.0004140112,0.00003306729,0.0002004672,0.0001636348,0.001719867],"category_scores_gemma":[0.00005747118,0.0001667748,0.00007070327,0.000200235,0.0003974633,0.0004245486,0.00009961594,0.0001857754,0.0008854286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002653647,"about_ca_system_score_gemma":0.0000412667,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0036058,"about_ca_topic_score_gemma":0.01227103,"domain_scores_codex":[0.9986942,0.0002552163,0.0001873093,0.0002875803,0.0001429394,0.0004327159],"domain_scores_gemma":[0.9993814,0.0001166683,0.00007936191,0.0002540267,0.000006985108,0.0001615065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003533225,0.0004225783,0.8815305,0.00004154415,0.00007826691,0.0000896667,0.009800974,0.001345524,0.03242229,0.009727274,0.05619126,0.008314773],"study_design_scores_gemma":[0.0001934988,0.00007458518,0.7069384,0.00001557174,0.00004532263,0.00006244572,0.000610702,0.0003735948,0.001188393,0.0002098201,0.2901444,0.0001431658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635237,0.0006210769,0.004538815,0.004738082,0.0003968007,0.000222615,0.00001847652,0.00006790314,0.02587249],"genre_scores_gemma":[0.9727117,0.002875718,0.0009095436,0.0002023024,0.00007280416,0.00003616244,0.00001741845,0.00001948181,0.02315481],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2339532,"threshold_uncertainty_score":0.9998925,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2033241926","doi":"10.4000/vertigo.2038","title":"Impact de la variabilité climatique sur les ressources hydriques des bassins de N’Zo et N’Zi en Côte d’Ivoire (Afrique tropicale humide)","year":2006,"lang":"fr","type":"article","venue":"VertigO","topic":"Hydrology and Watershed Management Studies","field":"Environmental Science","cited_by":69,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Forestry; Geology; Humanities; Geography; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.007574144800708252,"gpt":0.2494750173885298,"spread":0.2419008725878215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001329402,0.0004146473,0.0004034446,0.00007870818,0.0006831716,0.00012029,0.0004049499,0.0004584891,0.001228669],"category_scores_gemma":[0.0003437747,0.000356898,0.0002261879,0.000206891,0.002551884,0.0004913899,0.0003291063,0.0005064993,0.0001446811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007660088,"about_ca_system_score_gemma":0.00003503192,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01914552,"about_ca_topic_score_gemma":0.005622239,"domain_scores_codex":[0.9957269,0.002117557,0.0004222302,0.0005400448,0.0002223607,0.000970862],"domain_scores_gemma":[0.998603,0.0007135713,0.0001234677,0.0003771188,0.0000169222,0.000165926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005635124,0.0005331981,0.9568124,0.0001567546,0.00012846,0.00009519072,0.0108374,0.0117451,0.007443302,0.00628423,0.004276871,0.001630715],"study_design_scores_gemma":[0.0004173373,0.0002338967,0.8985218,0.0001486133,0.0001059916,0.00002503546,0.0002367751,0.002675233,0.00351461,0.04438408,0.04934867,0.0003879463],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9531852,0.001721306,0.01625294,0.009257654,0.00009329442,0.0002688538,0.00004310449,0.0001408685,0.0190368],"genre_scores_gemma":[0.9878106,0.001890892,0.006064123,0.0005005143,0.0001515545,0.0000563797,0.00001275981,0.00004202396,0.00347116],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05829061,"threshold_uncertainty_score":0.9998883,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167320326","doi":"10.4000/vertigo.10905","title":"Vers une mise en débat des incertitudes associées à la notion de service écosystémique","year":2011,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.04970850592367621,"gpt":0.2636278149575036,"spread":0.2139193090338274,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006845059,0.0002467217,0.0003045451,0.00004958707,0.0008598103,0.00007635448,0.0003775094,0.0004199317,0.0005255947],"category_scores_gemma":[0.0003626538,0.0002613355,0.0001628099,0.0007420355,0.0009040734,0.0004384909,0.0001002666,0.0002734382,0.0003365847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001552154,"about_ca_system_score_gemma":0.000346128,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1645546,"about_ca_topic_score_gemma":0.12794,"domain_scores_codex":[0.9976257,0.0007803629,0.0002690399,0.0003034815,0.0003422248,0.0006791946],"domain_scores_gemma":[0.9989551,0.0003374253,0.0001215208,0.0001550467,0.0001957397,0.000235124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006013923,0.0005122009,0.06333681,0.0002679738,0.0003876394,0.000056589,0.5479088,0.00001628917,0.0003535229,0.353747,0.01429625,0.01905681],"study_design_scores_gemma":[0.000771819,0.000180679,0.2252212,0.0004732191,0.0002848562,0.000003742858,0.02290271,0.0001281152,0.0007178934,0.07795446,0.6706228,0.0007384929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.594615,0.01845716,0.0007848712,0.005095012,0.002619202,0.0003221872,0.00003570268,0.000213711,0.3778571],"genre_scores_gemma":[0.9817821,0.005906987,0.001848601,0.000723028,0.0007002386,0.00003111891,0.000004246389,0.00002701439,0.008976656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6563266,"threshold_uncertainty_score":0.9999839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2965867588","doi":"10.4000/vertigo.24637","title":"Perceptions du changement climatique, impacts environnementaux et stratégies endogènes d’adaptation par les producteurs du Centre-nord du Burkina Faso","year":2019,"lang":"fr","type":"article","venue":"VertigO","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Forestry; Geography; Political science; Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.021329065960372,"gpt":0.2378170619023755,"spread":0.2164879959420035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004063553,0.0004253489,0.0003358836,0.00004666682,0.0007029872,0.0002912377,0.0003959008,0.0002217209,0.01172178],"category_scores_gemma":[0.00008140912,0.0001881906,0.000188647,0.0004308493,0.0002119671,0.0006698352,0.0002537831,0.0002986127,0.001757807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000187024,"about_ca_system_score_gemma":0.00004828827,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00180063,"about_ca_topic_score_gemma":0.00313371,"domain_scores_codex":[0.9970466,0.0003585595,0.0004487088,0.0006630476,0.0006423577,0.0008406631],"domain_scores_gemma":[0.9991071,0.000146394,0.0001742467,0.0001360881,0.0001850796,0.0002511569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001017766,0.001122748,0.6522786,0.0002640664,0.0001825176,0.00003344879,0.007463477,0.0001356435,0.1330381,0.01923717,0.1234397,0.06270272],"study_design_scores_gemma":[0.0003322201,0.000485762,0.7352417,0.0001656044,0.00004407792,0.00001703286,0.01349849,0.0001222479,0.002343073,0.000285078,0.2470284,0.0004363523],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8528681,0.001781923,0.00002574238,0.1408511,0.0007428177,0.001050499,0.00008708071,0.00008150503,0.002511161],"genre_scores_gemma":[0.9669789,0.01819849,0.0003188991,0.0005204038,0.001058511,0.00005468604,0.0006276486,0.000006170142,0.01223629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1403307,"threshold_uncertainty_score":0.9990194,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2142860851","doi":"10.4000/vertigo.11988","title":"Vulnérabilité, risques et environnement : l’itinéraire chaotique d’un paradigme sociologique contemporain","year":2012,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":57,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.04134671028845124,"gpt":0.2761654129131202,"spread":0.2348187026246689,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002462751,0.0004251135,0.0006057749,0.00004817979,0.001138598,0.00006577725,0.0003729275,0.0006790187,0.00144732],"category_scores_gemma":[0.0006758627,0.0004253637,0.0003577801,0.0002717871,0.002248974,0.0005683987,0.0001702125,0.0006454341,0.0005031698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000851723,"about_ca_system_score_gemma":0.000243706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005665955,"about_ca_topic_score_gemma":0.002050875,"domain_scores_codex":[0.9950397,0.002144524,0.000554912,0.0004539394,0.0004857043,0.001321218],"domain_scores_gemma":[0.998198,0.0007376891,0.0002334744,0.0002987502,0.00007295538,0.0004591866],"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":[0.00001026157,0.0005168536,0.05221716,0.00004643531,0.0001785481,0.000007405474,0.07358085,0.000002702596,0.00002325138,0.8352574,0.03023001,0.007929139],"study_design_scores_gemma":[0.0004311409,0.0001859645,0.0290879,0.00008202616,0.00007207236,0.000001817668,0.0105562,0.00001907806,0.000163532,0.03938506,0.9194363,0.0005788992],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3201804,0.2404835,0.001266579,0.08736497,0.006299797,0.001236743,0.0001307065,0.0003491383,0.3426881],"genre_scores_gemma":[0.9606988,0.0137067,0.0007703903,0.003041425,0.00208619,0.0001437664,0.00001871721,0.00003789562,0.01949609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8892063,"threshold_uncertainty_score":0.9998198,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1875507301","doi":"10.4000/vertigo.16199","title":"Nature as an Ancestor: Two Examples of Legal Personality for Nature in New Zealand","year":2015,"lang":"fr","type":"article","venue":"VertigO","topic":"Law in Society and Culture","field":"Social Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Ethnology; Sociology","retraction":null,"screen_n_in":null,"score":{"opus":0.04494233927652754,"gpt":0.3510050608556039,"spread":0.3060627215790764,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008330224,0.0001922786,0.0003195702,0.000009183441,0.0001627294,0.00006627636,0.0004211327,0.001103765,0.0001526455],"category_scores_gemma":[0.0003041401,0.0001732,0.0001857884,0.0004447643,0.000482145,0.0006890821,0.00003627165,0.0008699907,0.00001166329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002209359,"about_ca_system_score_gemma":0.001130867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01234945,"about_ca_topic_score_gemma":0.02996133,"domain_scores_codex":[0.9981173,0.0002873102,0.0002382434,0.0003777271,0.0005289846,0.0004504866],"domain_scores_gemma":[0.9989691,0.0001265383,0.0001242305,0.0002147082,0.0002053561,0.0003601014],"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":[0.0002026333,0.0002515549,0.04226616,0.00009655271,0.00004837409,0.000006670146,0.05568301,0.0000178047,0.0001699228,0.6878425,0.2122894,0.001125314],"study_design_scores_gemma":[0.001297122,0.0001909695,0.003837832,0.0001149493,0.00003851089,0.000003522862,0.009479594,0.00002561371,0.0002896406,0.05208823,0.9324076,0.0002264249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9309412,0.03647068,0.00001349825,0.01322126,0.003445667,0.0004390818,0.0001358822,0.00003953814,0.0152932],"genre_scores_gemma":[0.9166498,0.0005323798,0.002673452,0.001759356,0.002284522,0.00001134534,0.00006033419,0.00002010467,0.07600875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7201182,"threshold_uncertainty_score":0.9942274,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2158311814","doi":"10.4000/vertigo.10436","title":"Agriculture urbaine : un outil multidimensionnel pour le développement des quartiers","year":2010,"lang":"fr","type":"article","venue":"VertigO","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01598075018127186,"gpt":0.2096095669152086,"spread":0.1936288167339368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003970973,0.0005116807,0.0004268864,0.00002170609,0.0009087119,0.0001577254,0.0004897854,0.0005712293,0.001937592],"category_scores_gemma":[0.0002956239,0.0002056777,0.000373787,0.0007318825,0.0005413085,0.0002969079,0.0001979036,0.0007226286,0.0003635392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001470171,"about_ca_system_score_gemma":0.0001042126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001901611,"about_ca_topic_score_gemma":0.003482966,"domain_scores_codex":[0.9970062,0.000227668,0.0005259544,0.0007829001,0.0004049699,0.001052333],"domain_scores_gemma":[0.9984104,0.0001672904,0.0001586289,0.0002157448,0.0004900499,0.0005579096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009480815,0.002150213,0.1152154,0.00009968296,0.0001481402,0.00008499601,0.003090423,0.00003269911,0.5993295,0.01871658,0.2016987,0.05933888],"study_design_scores_gemma":[0.0009130671,0.000450378,0.6452878,0.00006669628,0.0001183037,0.00005917621,0.00727616,0.0001928609,0.04080013,0.01749049,0.2863913,0.0009536646],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9230978,0.004145213,0.0001220982,0.06878684,0.001602491,0.0005237998,0.00005234358,0.0001423098,0.001527115],"genre_scores_gemma":[0.9451757,0.0001544776,0.006856409,0.0009852689,0.001129509,0.00003897486,0.00008264487,0.0000052779,0.04557171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5585294,"threshold_uncertainty_score":0.9989748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078237195","doi":"10.4000/vertigo.12670","title":"Évolution de la place du végétal dans la ville, de l’espace vert a la trame verte","year":2012,"lang":"fr","type":"article","venue":"VertigO","topic":"Urban Green Space and Health","field":"Environmental Science","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Art; Political science; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.008430121995758098,"gpt":0.2369651230383565,"spread":0.2285350010425984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001197534,0.000307266,0.0002586421,0.00005460988,0.0002997804,0.00007790944,0.0003152629,0.000487454,0.0011193],"category_scores_gemma":[0.0001456718,0.0003292477,0.0001483411,0.0003084002,0.0009903397,0.0006224771,0.0001478794,0.0005561193,0.001810326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001890019,"about_ca_system_score_gemma":0.0002468487,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01328031,"about_ca_topic_score_gemma":0.005031847,"domain_scores_codex":[0.9968879,0.0008477364,0.0002354085,0.0003621416,0.0003996613,0.001267214],"domain_scores_gemma":[0.9983003,0.000508003,0.00009184961,0.0003575514,0.000007800478,0.0007344814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001215008,0.0005528948,0.9117613,0.00006282567,0.00003258654,0.00005822399,0.0130671,0.0002533742,0.00679262,0.01450077,0.05002578,0.00277105],"study_design_scores_gemma":[0.0007729723,0.0001320179,0.5735227,0.00009052268,0.00008237534,0.0003390497,0.001027046,0.00565473,0.000473898,0.0001990086,0.4173527,0.000352962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9345257,0.00307543,0.0109034,0.002761007,0.0006036331,0.0002554082,0.00003952523,0.00010296,0.04773299],"genre_scores_gemma":[0.9847336,0.001481727,0.002323299,0.0007498774,0.0005190347,0.00002357371,0.000006333109,0.00005387151,0.01010865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3673269,"threshold_uncertainty_score":0.999916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062445689","doi":"10.4000/vertigo.9179","title":"Environnement : la gouvernance par la responsabilité ?","year":2009,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.01747628010534101,"gpt":0.2469297323148221,"spread":0.2294534522094811,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006551819,0.0001952363,0.0002579809,0.00002447712,0.0006904256,0.0000694182,0.0002886822,0.0002309912,0.0005443664],"category_scores_gemma":[0.000383647,0.0002031987,0.0001667763,0.0003337776,0.001369246,0.0001717309,0.00005086606,0.0002362343,0.0003329855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004705786,"about_ca_system_score_gemma":0.0001488923,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001442318,"about_ca_topic_score_gemma":0.0009580615,"domain_scores_codex":[0.9977301,0.0007146567,0.0002560758,0.0003233987,0.0004456324,0.0005301582],"domain_scores_gemma":[0.9990641,0.0004373908,0.00008748656,0.0002110425,0.00003365752,0.0001662859],"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":[0.0000243879,0.0003211653,0.00387088,0.00001120243,0.00003654366,0.00003436945,0.01901517,0.000006497118,0.00005502842,0.8060249,0.09554793,0.07505193],"study_design_scores_gemma":[0.0002601529,0.0001232714,0.06876234,0.00005882092,0.00003014717,7.123202e-7,0.0008480379,0.00001270363,0.00004157625,0.02006503,0.9095755,0.0002217506],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2031685,0.08635505,0.0002245356,0.03946888,0.002443849,0.0003485896,0.00002832541,0.0001277339,0.6678346],"genre_scores_gemma":[0.8821895,0.008875925,0.0006030193,0.0009863391,0.0007100946,0.00001258799,0.000001125628,0.00001122763,0.1066102],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8140275,"threshold_uncertainty_score":0.8286203,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1527369900","doi":"10.4000/vertigo.13583","title":"Restauration écologique et processus de patrimonialisation des rivières dans l’Ouest de la France","year":2013,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01912743822940345,"gpt":0.2702995943024595,"spread":0.251172156073056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007605599,0.0001557435,0.0001739472,0.00003254977,0.0008145077,0.0001892955,0.0001936055,0.0003345881,0.0001302175],"category_scores_gemma":[0.001109978,0.0001581157,0.00007133734,0.0003730037,0.001489257,0.0005939808,0.00003640505,0.0002346332,0.00007771538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006175394,"about_ca_system_score_gemma":0.0004258331,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07091429,"about_ca_topic_score_gemma":0.02762834,"domain_scores_codex":[0.9977758,0.001071376,0.0002130567,0.0002172153,0.0002378111,0.0004847404],"domain_scores_gemma":[0.9990306,0.000457007,0.0001159664,0.0000949719,0.0001680901,0.0001333607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001048124,0.0002524205,0.3848049,0.0001267628,0.00005553499,0.00001293788,0.2472015,0.0002774438,0.00155856,0.3225428,0.0216345,0.02152213],"study_design_scores_gemma":[0.000369645,0.0001881771,0.6702625,0.0001493827,0.00006067232,0.000002441598,0.01427078,0.001040849,0.001120301,0.1761682,0.1359732,0.0003939135],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9256871,0.01085815,0.007631089,0.004261659,0.0006592558,0.0004066169,0.000009816703,0.0001211897,0.05036515],"genre_scores_gemma":[0.9792958,0.005381125,0.002503709,0.0005171199,0.0006366931,0.0001422622,0.000004244036,0.00001529891,0.0115037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2854576,"threshold_uncertainty_score":0.9901149,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2112560710","doi":"10.4000/vertigo.10312","title":"Dynamique spatio temporelle de l’agriculture urbaine à Ouagadougou : Cas du Maraîchage comme une activité montante de stratégie de survie","year":2010,"lang":"fr","type":"article","venue":"VertigO","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01666383996438665,"gpt":0.239449308645283,"spread":0.2227854686808963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008533429,0.0005569271,0.0005061799,0.00003587819,0.0007477397,0.0002800352,0.0008044128,0.0009039336,0.002100106],"category_scores_gemma":[0.0001847453,0.0002364908,0.0002895266,0.001012997,0.0002883694,0.0003790761,0.0002706968,0.001489838,0.0002762697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003946052,"about_ca_system_score_gemma":0.0002355551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01895907,"about_ca_topic_score_gemma":0.07947228,"domain_scores_codex":[0.9963672,0.0003988026,0.0004699407,0.0006390318,0.0005095658,0.001615507],"domain_scores_gemma":[0.9982449,0.0003759426,0.0001843745,0.0001880101,0.0002265464,0.0007801798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001415849,0.0008941315,0.3075687,0.0001234243,0.0001620906,0.0009521509,0.00176799,0.00005710417,0.4988081,0.01666293,0.1537159,0.0191458],"study_design_scores_gemma":[0.0004094749,0.0003406768,0.7609261,0.0001261002,0.0000554608,0.0005152976,0.0008331682,0.0008756942,0.01553051,0.003013333,0.2166662,0.0007079712],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8931159,0.001984126,0.0002496283,0.09747166,0.0006760684,0.0005938535,0.0001601891,0.0001383395,0.005610261],"genre_scores_gemma":[0.9461654,0.001649196,0.0009142969,0.000880644,0.001166689,0.00005707358,0.0003136543,0.000009247437,0.04884374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4832776,"threshold_uncertainty_score":0.9988121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002558798","doi":"10.4000/vertigo.10445","title":"Multifonctionnalité de l’agriculture urbaine à Montréal : étude des discours au sein du programme des jardins communautaires","year":2010,"lang":"fr","type":"article","venue":"VertigO","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological Sciences","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01900614637772686,"gpt":0.2209702905795742,"spread":0.2019641442018474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006595236,0.0005845801,0.0004972302,0.00002411808,0.001663939,0.0003698496,0.0006845336,0.000638496,0.0005051125],"category_scores_gemma":[0.0005809932,0.0002376305,0.0005226487,0.0008261483,0.001683927,0.0005908466,0.0002688198,0.0009536142,0.00007873892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005537892,"about_ca_system_score_gemma":0.0001137952,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05997564,"about_ca_topic_score_gemma":0.225553,"domain_scores_codex":[0.996373,0.0004202141,0.0005212335,0.0006561828,0.0004054204,0.001623978],"domain_scores_gemma":[0.9981398,0.0002986586,0.0001657537,0.0002552861,0.0003914907,0.0007490158],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001634874,0.00218013,0.7842972,0.0001750378,0.0001760991,0.00008618474,0.007524194,0.00006959135,0.06847739,0.02299724,0.01194052,0.1019129],"study_design_scores_gemma":[0.0004345285,0.0005976537,0.800924,0.0000848284,0.0001438089,0.0001292599,0.005826628,0.0001917997,0.001577525,0.01071848,0.1787914,0.0005801028],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.961605,0.006084038,0.0001287599,0.02965243,0.000836601,0.0006575684,0.00009952787,0.0002358,0.0007002458],"genre_scores_gemma":[0.989728,0.0002570966,0.001307293,0.0003318801,0.002277083,0.000105144,0.0001243723,0.000007406544,0.005861707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1668509,"threshold_uncertainty_score":0.9996358,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038562219","doi":"10.4000/vertigo.2456","title":"Les forêts sacrées de l’aire Ouatchi au sud-est du Togo et les contraintes actuelles des modes de gestion locale des ressources forestières","year":2005,"lang":"fr","type":"article","venue":"VertigO","topic":"African Botany and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Geography; Forestry","retraction":null,"screen_n_in":null,"score":{"opus":0.03664172400466856,"gpt":0.2433867403540177,"spread":0.2067450163493492,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0006428346,0.0004499673,0.0004686,0.0000357232,0.002400647,0.0001500773,0.000421117,0.0004738746,0.0003396215],"category_scores_gemma":[0.001142898,0.0002392678,0.0002404435,0.0002290488,0.003202459,0.0004646247,0.0001629862,0.0003222845,0.00004593165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003765091,"about_ca_system_score_gemma":0.0000576685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01249187,"about_ca_topic_score_gemma":0.2219072,"domain_scores_codex":[0.9972281,0.0004420282,0.0004121306,0.0005056312,0.000205162,0.001206901],"domain_scores_gemma":[0.997578,0.001723739,0.0001599429,0.0001023258,0.000154957,0.0002810935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001778549,0.0003304925,0.8059086,0.00007267647,0.0001336979,0.00002431697,0.0104632,0.001960765,0.006231928,0.01155623,0.00148239,0.1616578],"study_design_scores_gemma":[0.000378252,0.0006751305,0.9235731,0.000457745,0.00014659,0.00008185072,0.016403,0.0034253,0.003427581,0.01662453,0.03426198,0.0005449269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9510848,0.02200084,0.0006627814,0.02405776,0.0001268454,0.0002263084,0.00009511175,0.0001743979,0.001571193],"genre_scores_gemma":[0.9879234,0.006068042,0.002375775,0.0004119232,0.0007837503,0.00004318966,0.00001702769,0.000009401766,0.002367501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2094153,"threshold_uncertainty_score":0.9995102,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2105915998","doi":"10.4000/vertigo.13456","title":"Application des pesticides en agriculture maraichère au Togo","year":2013,"lang":"fr","type":"article","venue":"VertigO","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Forestry; Humanities; Geography; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01148411600852511,"gpt":0.2241748247409897,"spread":0.2126907087324646,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001820822,0.0003398816,0.00027238,0.00002027988,0.0006139349,0.0002421516,0.000529762,0.0004274224,0.006741328],"category_scores_gemma":[0.0001036591,0.0001191611,0.0001620176,0.0007949848,0.0003012746,0.0005660551,0.0002032402,0.0003471161,0.009443902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002567321,"about_ca_system_score_gemma":0.00004554182,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007407901,"about_ca_topic_score_gemma":0.00152213,"domain_scores_codex":[0.9976332,0.0001833293,0.0003416301,0.0005110947,0.000442516,0.0008882828],"domain_scores_gemma":[0.9988809,0.0002329553,0.00008978315,0.00009871028,0.0003096124,0.0003880583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00001306404,0.000281768,0.1541592,0.0001162752,0.00007027336,0.00001015987,0.000728004,0.00001973037,0.1549085,0.01354754,0.269049,0.4070965],"study_design_scores_gemma":[0.00008806573,0.0001509999,0.741716,0.00009555946,0.00002354799,0.00002792916,0.0007149364,0.00006236347,0.003339747,0.006088077,0.2473646,0.0003281394],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8752201,0.008492133,0.0005525469,0.09257123,0.0007559945,0.001596989,0.00004261074,0.0001934709,0.02057488],"genre_scores_gemma":[0.8340682,0.001274775,0.001119396,0.0005520172,0.001902488,0.0002335196,0.0002291254,0.000003877708,0.1606166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5875568,"threshold_uncertainty_score":0.9992018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1980762268","doi":"10.4000/vertigo.9590","title":"Comment évaluer et mesurer la conflictualité liée aux usages de l’espace ? Eléments de méthode et de repérage","year":2010,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.07541895448335569,"gpt":0.3637397399236674,"spread":0.2883207854403117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004458009,0.0003268057,0.0004136431,0.00005321111,0.0007509504,0.0002451054,0.0004707572,0.0004964703,0.0005959637],"category_scores_gemma":[0.001443784,0.0003380524,0.0002326194,0.0003089184,0.001118654,0.0002487007,0.0002120776,0.0008626906,0.0001017307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005798281,"about_ca_system_score_gemma":0.0009553287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01741855,"about_ca_topic_score_gemma":0.01199294,"domain_scores_codex":[0.9951472,0.002399052,0.0003447981,0.000410982,0.0005839755,0.001114043],"domain_scores_gemma":[0.9978291,0.001113753,0.0001598179,0.0003288795,0.0001153512,0.0004531174],"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":[0.00001882642,0.0002557422,0.02634872,0.00002895556,0.0001445153,0.00003929808,0.1300264,0.00001266693,0.0007293395,0.6968587,0.1445023,0.001034563],"study_design_scores_gemma":[0.0005294383,0.0000680485,0.03204376,0.0000810882,0.00009880444,0.000005882867,0.003486657,0.0001096217,0.0005831075,0.01514099,0.9474772,0.0003754596],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4579078,0.01164659,0.005583435,0.1860535,0.004179501,0.0006840601,0.0001157203,0.0002930873,0.3335363],"genre_scores_gemma":[0.8233385,0.00841132,0.01405266,0.04875572,0.001133966,0.0001063729,0.00001231838,0.00008528333,0.1041039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8029749,"threshold_uncertainty_score":0.9999071,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2124132144","doi":"10.4000/vertigo.12686","title":"L'agriculture urbaine dans les quartiers défavorisés de la métropole New-Yorkaise: la justice alimentaire à l'épreuve de la justice sociale","year":2012,"lang":"fr","type":"article","venue":"VertigO","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01523712959582878,"gpt":0.2572850718505119,"spread":0.2420479422546831,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008941997,0.0006071345,0.0004600756,0.00002189231,0.001074595,0.0004079391,0.0006495074,0.001549363,0.001071977],"category_scores_gemma":[0.000390927,0.000288333,0.0003544914,0.0008119048,0.0007230469,0.0005888753,0.0001991993,0.001184168,0.0002006349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005118469,"about_ca_system_score_gemma":0.0001837397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002234151,"about_ca_topic_score_gemma":0.000531782,"domain_scores_codex":[0.9953939,0.001675671,0.0004412568,0.0005455961,0.0004700375,0.001473571],"domain_scores_gemma":[0.9974622,0.001093786,0.0002333865,0.0001510806,0.00009907722,0.0009604367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000678752,0.00110812,0.02941237,0.0002047104,0.0002033962,0.00005769519,0.01124701,0.0000605185,0.3572865,0.04471947,0.5462666,0.009365679],"study_design_scores_gemma":[0.0006609118,0.0003395066,0.1411701,0.0001903355,0.001575685,0.0002314189,0.03360248,0.000039538,0.02220515,0.0006444323,0.7985123,0.000828113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9034069,0.02927016,0.0004338802,0.03648842,0.002554699,0.0005255603,0.0003048108,0.0004095441,0.02660607],"genre_scores_gemma":[0.9414169,0.001103056,0.0009202108,0.001112753,0.00792869,0.0000188517,0.0000923076,0.00001461974,0.04739267],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3350814,"threshold_uncertainty_score":0.9999569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2172267961","doi":"10.4000/vertigo.10558","title":"Les îles de Polynésie française face à l’aléa cyclonique","year":2011,"lang":"fr","type":"article","venue":"VertigO","topic":"Tropical and Extratropical Cyclones Research","field":"Earth and Planetary Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Geography; Humanities; Cartography; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.06231228750399885,"gpt":0.2534791986828679,"spread":0.191166911178869,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001488424,0.0002870598,0.0002993142,0.00008624448,0.0003409728,0.0000903368,0.0005693219,0.0003780017,0.02986753],"category_scores_gemma":[0.0001124529,0.000240265,0.0001960846,0.0003185461,0.000550767,0.0002976081,0.00006009812,0.0006655807,0.003288504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002305274,"about_ca_system_score_gemma":0.0001417601,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1290804,"about_ca_topic_score_gemma":0.02603719,"domain_scores_codex":[0.9973062,0.0003027831,0.0003319774,0.0004501474,0.0004062441,0.001202708],"domain_scores_gemma":[0.9985884,0.0001870015,0.00004874045,0.0003359501,0.00004747287,0.0007924626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001854602,0.0001415028,0.8507416,0.00009263861,0.00003882994,0.0002510783,0.0009353818,0.00003586597,0.0002069443,0.00690305,0.004067628,0.1364],"study_design_scores_gemma":[0.0002712654,0.0003586586,0.7747235,0.00004778085,0.00002070319,0.00004861532,0.0001173405,0.0008381213,0.001101855,0.003147941,0.2190382,0.0002859317],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9200326,0.02637597,0.004574121,0.003140186,0.0007489865,0.0002283122,0.0001464529,0.000104526,0.0446489],"genre_scores_gemma":[0.9838464,0.00168847,0.005185741,0.0003531189,0.0004016736,0.000004754719,0.00002402501,0.00001378416,0.008482072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2149706,"threshold_uncertainty_score":0.9974875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2526253945","doi":"10.4000/vertigo.17581","title":"Qu’y a-t-il de politique dans les indicateurs écologiques?","year":2016,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.03658359117776967,"gpt":0.2719237742172113,"spread":0.2353401830394416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004589746,0.0002086036,0.0002673697,0.00004977605,0.000721854,0.00004544648,0.0003929698,0.0004346943,0.0006101371],"category_scores_gemma":[0.0006318422,0.0001611955,0.0001710388,0.0003006828,0.002192402,0.0002065467,0.0001021471,0.0001932784,0.0003222262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001414992,"about_ca_system_score_gemma":0.0004692108,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02769936,"about_ca_topic_score_gemma":0.02544545,"domain_scores_codex":[0.9976452,0.0005757022,0.0002527857,0.0003079899,0.0002928907,0.0009254344],"domain_scores_gemma":[0.9989882,0.0003625633,0.0001176631,0.000157522,0.0000764856,0.000297638],"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":[0.00000737966,0.0001100269,0.1321748,0.00001628387,0.00006317424,0.00002379605,0.02571387,3.760045e-7,0.0004648257,0.7538429,0.06391799,0.02366447],"study_design_scores_gemma":[0.0002644691,0.0001521716,0.07140195,0.0001142567,0.00004358253,0.000001744066,0.003960879,0.000002498796,0.001039355,0.06549727,0.8572239,0.000297912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5635805,0.02508334,0.00583845,0.08413262,0.003525142,0.0003822608,0.0001413453,0.0003286674,0.3169878],"genre_scores_gemma":[0.9153333,0.02020649,0.0004094724,0.0008406733,0.001228512,0.0000366,0.00000118147,0.00002124439,0.06192257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7933059,"threshold_uncertainty_score":0.9923376,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1508240102","doi":"10.4000/vertigo.12423","title":"Analyse spatiale des différentes formes de pressions anthropiques dans la réserve de faune de l’Oti-Mandouri (Togo)","year":2012,"lang":"fr","type":"article","venue":"VertigO","topic":"African Botany and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.02274797039063629,"gpt":0.2601790460108762,"spread":0.2374310756202399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003875257,0.0002689525,0.0003454392,0.0000213708,0.0009765408,0.00006272657,0.0002931545,0.000272873,0.0009123226],"category_scores_gemma":[0.0003286977,0.000129015,0.0002205577,0.0002641746,0.0011495,0.0003699488,0.0002198353,0.0002091005,0.00004253665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002016199,"about_ca_system_score_gemma":0.00004237686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002861409,"about_ca_topic_score_gemma":0.01035115,"domain_scores_codex":[0.9977348,0.0004242506,0.0002667785,0.0002591408,0.0001221564,0.001192821],"domain_scores_gemma":[0.9987798,0.0005815806,0.0001187376,0.00009262199,0.00005289007,0.0003743235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003523194,0.0005440201,0.9545563,0.00003393522,0.0001439839,0.00001848609,0.005413465,0.00002180567,0.03023158,0.002039268,0.003793981,0.003167889],"study_design_scores_gemma":[0.0002014917,0.0002893569,0.953129,0.0001231806,0.0002075518,0.00004872295,0.007818159,0.0002682917,0.01380263,0.004332982,0.01948783,0.0002908254],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798723,0.01340956,0.0005733797,0.003626194,0.0002454296,0.0001434912,0.00007439201,0.000083456,0.001971794],"genre_scores_gemma":[0.9894918,0.003599521,0.001983128,0.0003005471,0.0006190778,0.00004328489,0.00001161914,0.000004319764,0.003946713],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01642895,"threshold_uncertainty_score":0.9989293,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021754806","doi":"10.4000/vertigo.15139","title":"De l’acceptabilité sociale au développement local résilient","year":2014,"lang":"fr","type":"article","venue":"VertigO","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.02252678288763166,"gpt":0.2962075786862723,"spread":0.2736807957986406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001291677,0.000205875,0.0002647098,0.00002417849,0.0009525494,0.0001297014,0.0005595633,0.000255007,0.001944536],"category_scores_gemma":[0.0004020762,0.0002138941,0.0002111085,0.0006734013,0.001829574,0.0002966471,0.0001200998,0.0002030279,0.0006154143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001887364,"about_ca_system_score_gemma":0.001555345,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05817026,"about_ca_topic_score_gemma":0.04325892,"domain_scores_codex":[0.9967884,0.0004054214,0.0003288494,0.0004548086,0.0008373859,0.001185079],"domain_scores_gemma":[0.9988589,0.0002134747,0.0001632252,0.0002323439,0.00009704274,0.0004350544],"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":[0.000009509688,0.0001723795,0.08265561,0.00002374903,0.00001718595,0.000002305305,0.02136035,0.0001175992,0.00002857284,0.5474926,0.03452326,0.3135969],"study_design_scores_gemma":[0.0002649103,0.0001109808,0.09988292,0.0000417212,0.0000279634,6.890725e-7,0.006366796,0.001030942,0.0001102162,0.02821524,0.8636488,0.0002987909],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6647902,0.004216366,0.04317228,0.1584306,0.01089726,0.0005052971,0.00002560306,0.0001413704,0.117821],"genre_scores_gemma":[0.9655095,0.0004803216,0.001465888,0.001926709,0.002220001,0.00002439473,0.000001417721,0.00001690548,0.02835486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8291256,"threshold_uncertainty_score":0.9989678,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014654349","doi":"10.4000/vertigo.14840","title":"La complexité des systèmes alimentaires : un atout pour la sécurité alimentaire?","year":2014,"lang":"fr","type":"article","venue":"VertigO","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":40,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.01365640189502074,"gpt":0.2154131215941286,"spread":0.2017567196991079,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003404875,0.0004212426,0.000399568,0.00001598186,0.0005424871,0.0002832206,0.0004959425,0.0003823849,0.002865428],"category_scores_gemma":[0.00005243137,0.0001813934,0.0002557667,0.0003871272,0.000563097,0.0002737211,0.0002304032,0.0002898157,0.0007590312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006159281,"about_ca_system_score_gemma":0.00002006295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005472313,"about_ca_topic_score_gemma":0.0003373132,"domain_scores_codex":[0.9973274,0.000740548,0.000371479,0.0005380969,0.0003462674,0.0006762288],"domain_scores_gemma":[0.9988568,0.0004916718,0.0001362415,0.0001259672,0.00007675809,0.0003126076],"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":[0.00006105621,0.001241207,0.03918862,0.0002277076,0.0003609836,0.00007906423,0.0007797225,0.000005846892,0.2409855,0.357048,0.09200492,0.2680174],"study_design_scores_gemma":[0.0006887264,0.0004786573,0.1623958,0.0005151508,0.0001830941,0.0002139508,0.001247838,0.000122004,0.04718758,0.02366213,0.7625719,0.0007331446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9394479,0.01004488,0.00002617854,0.03244797,0.0006376508,0.0002749098,0.0001333367,0.0002322153,0.01675498],"genre_scores_gemma":[0.9842293,0.0004267192,0.0005056579,0.001037489,0.001038101,0.00001342633,0.00006468283,0.000006833059,0.01267775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.670567,"threshold_uncertainty_score":0.9980461,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042899594","doi":"10.4000/vertigo.11188","title":"Des arrangements autour de l’agriculture en périurbain : du lotissement agricole au projet de territoire","year":2011,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.03214456864940439,"gpt":0.2370298105970871,"spread":0.2048852419476827,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005200888,0.0002961416,0.000303203,0.00004243117,0.001235988,0.00008020316,0.0004483831,0.0003013369,0.000758056],"category_scores_gemma":[0.0001843153,0.000260799,0.0001923868,0.0004532062,0.0007026923,0.0002753224,0.0001424562,0.000236021,0.0001767911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002188159,"about_ca_system_score_gemma":0.0003641665,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06720773,"about_ca_topic_score_gemma":0.05665227,"domain_scores_codex":[0.9972998,0.0005166418,0.0002931691,0.0003493969,0.0004160423,0.00112488],"domain_scores_gemma":[0.9992247,0.00006607764,0.0001191004,0.0001460381,0.0001064852,0.0003375947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001847229,0.0009197018,0.3444424,0.0001263545,0.0002982233,0.00007483388,0.3359558,0.000005146747,0.0002933561,0.07271402,0.2292407,0.01591099],"study_design_scores_gemma":[0.0004379285,0.0002375964,0.3306687,0.0002233555,0.0001511429,0.000003789958,0.01610906,0.0000405471,0.0004547516,0.01138838,0.6398359,0.0004488215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5415259,0.03103372,0.001842521,0.007794421,0.005001299,0.001418517,0.0000827457,0.0003416767,0.4109592],"genre_scores_gemma":[0.9021744,0.003147769,0.004823544,0.0006700135,0.00280868,0.0001582464,0.000008546253,0.00003286605,0.08617596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4105952,"threshold_uncertainty_score":0.9999844,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2260381537","doi":"10.4000/vertigo.16682","title":"Une définition territoriale de l’acceptabilité sociale : pièges et défis conceptuels","year":2015,"lang":"fr","type":"article","venue":"VertigO","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Université du Québec à Rimouski","funders":"","keywords":"Humanities; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.04233334640103309,"gpt":0.3137787726222716,"spread":0.2714454262212385,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001730442,0.0003739152,0.0005044077,0.00007931496,0.0005402656,0.0001933445,0.000622082,0.0006996876,0.001180301],"category_scores_gemma":[0.002114372,0.0004494791,0.0002425602,0.001161591,0.001605635,0.001213314,0.0001360733,0.0003576102,0.0003663661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001874575,"about_ca_system_score_gemma":0.002387122,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06349337,"about_ca_topic_score_gemma":0.04786061,"domain_scores_codex":[0.9946747,0.002205324,0.0004992671,0.000517228,0.0009876372,0.001115883],"domain_scores_gemma":[0.9976105,0.0007437567,0.0002671482,0.0003424854,0.0003576726,0.0006784505],"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":[0.0001604522,0.0006480417,0.01068687,0.00006713891,0.0001193061,0.00004177579,0.07365189,0.0007717942,0.002994203,0.6055014,0.1840706,0.1212865],"study_design_scores_gemma":[0.001187054,0.0002006171,0.0008707804,0.00008293751,0.0001074865,0.000003823441,0.04150179,0.00006845272,0.005659085,0.1762779,0.7734337,0.0006062905],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6453382,0.01159581,0.00305644,0.05618967,0.02932812,0.0006725825,0.0001314864,0.0005766157,0.253111],"genre_scores_gemma":[0.94689,0.002790514,0.003347376,0.002149804,0.01118081,0.00007491157,0.00003299036,0.00008931009,0.03344432],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5893632,"threshold_uncertainty_score":0.9997957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012542075","doi":"10.4000/vertigo.1555","title":"Gestion intégrée des zones côtières: quatre illusions bien ancrées","year":2006,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Cartography; Philosophy; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.03015034384169464,"gpt":0.2502636153919062,"spread":0.2201132715502116,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002753729,0.0002508487,0.000310694,0.00008372154,0.002037533,0.0001130321,0.0002553916,0.0003069141,0.0008812131],"category_scores_gemma":[0.0003121221,0.0002481367,0.0002007827,0.0008431778,0.002333464,0.0003886278,0.0001145453,0.0002175828,0.0004333742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005283475,"about_ca_system_score_gemma":0.0001308616,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08349945,"about_ca_topic_score_gemma":0.08044303,"domain_scores_codex":[0.9978636,0.0002895345,0.0003400328,0.0003480998,0.000458266,0.0007004821],"domain_scores_gemma":[0.9991477,0.0002528101,0.0001085115,0.0001688644,0.0001672115,0.0001549336],"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":[0.00001379019,0.0003612213,0.04342704,0.00007099086,0.000070436,0.00002298824,0.03079263,0.00009162424,0.0001145954,0.7377419,0.1562519,0.03104084],"study_design_scores_gemma":[0.0002803529,0.000108197,0.1097766,0.0002120257,0.00009446216,0.000001476134,0.004961047,0.0001345224,0.00004769123,0.1224152,0.7615537,0.0004146964],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6066661,0.1848707,0.001296048,0.02017273,0.006366067,0.0004151721,0.00007198734,0.0002776915,0.1798635],"genre_scores_gemma":[0.9249076,0.01134881,0.002056806,0.0002837294,0.003088918,0.00003093401,0.00002381105,0.00002885304,0.05823049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6153268,"threshold_uncertainty_score":0.9999971,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038935980","doi":"10.4000/vertigo.11074","title":"La mortalité comme expression de la vulnérabilité humaine face aux catastrophes naturelles : deux inondations récentes en France (Xynthia, var, 2010)","year":2011,"lang":"fr","type":"article","venue":"VertigO","topic":"Disaster Response and Management","field":"Health Professions","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Cartography; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.05651252845681211,"gpt":0.3633951699488449,"spread":0.3068826414920328,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001552644,0.0004636344,0.000477973,0.0001996434,0.0008482313,0.00005989689,0.0007359096,0.0007726329,0.002714639],"category_scores_gemma":[0.0008082953,0.0004448119,0.0001851256,0.0003132727,0.0005194476,0.0004329769,0.000725252,0.001609543,0.0007755816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001705407,"about_ca_system_score_gemma":0.0004809858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002081806,"about_ca_topic_score_gemma":0.000303773,"domain_scores_codex":[0.9928679,0.004312176,0.0007884044,0.0006275593,0.0003852694,0.001018634],"domain_scores_gemma":[0.9963654,0.001727702,0.0002820767,0.001091648,0.0001265848,0.0004065915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008374376,0.004237373,0.1372176,0.002718125,0.0005027904,0.0002755609,0.2168035,0.0001152271,0.01038652,0.2473023,0.3672841,0.01231944],"study_design_scores_gemma":[0.00173147,0.0002084546,0.1035496,0.00246501,0.0002167017,0.00001191107,0.0181154,0.0002362347,0.002820813,0.009341147,0.860675,0.000628326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9089702,0.01176302,0.0200268,0.006465258,0.002475494,0.001856857,0.0005973531,0.0003189382,0.04752612],"genre_scores_gemma":[0.912762,0.001359108,0.009656874,0.002154285,0.000295235,0.0003517974,0.0001615505,0.0001126087,0.07314649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4933908,"threshold_uncertainty_score":0.9998004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032533307","doi":"10.4000/vertigo.11199","title":"L’alimentation des sociétés urbaines : une cure de jouvence pour l’agriculture des territoires métropolitains ?","year":2011,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.09826658499344482,"gpt":0.3190550435816641,"spread":0.2207884585882193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.000279669,0.0003024699,0.0003066506,0.00004691562,0.002004399,0.0001058043,0.0003978937,0.0002881875,0.0009366721],"category_scores_gemma":[0.0001783062,0.000270523,0.0002345179,0.0006859027,0.002929359,0.0005735279,0.0000890861,0.0002337704,0.0001046879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132847,"about_ca_system_score_gemma":0.000243576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05430399,"about_ca_topic_score_gemma":0.02481173,"domain_scores_codex":[0.9976326,0.0003825312,0.0003128866,0.0003343915,0.0004080996,0.000929536],"domain_scores_gemma":[0.999103,0.0001052176,0.0001449947,0.0001343493,0.0002294519,0.0002829843],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002063283,0.0004677651,0.07829379,0.0001307201,0.0002473805,0.0000347049,0.2794697,0.000005508476,0.0007147095,0.4533013,0.1682409,0.0190728],"study_design_scores_gemma":[0.0006153379,0.0002630688,0.1414583,0.0003550145,0.0003113445,0.000007878909,0.1034015,0.00003751395,0.002029701,0.4816952,0.2690891,0.0007360645],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4838534,0.1674183,0.004346041,0.0153573,0.004780177,0.0007810774,0.0001162466,0.0004118242,0.3229356],"genre_scores_gemma":[0.8778495,0.01425781,0.0126178,0.0006347719,0.001884616,0.00006132595,0.00001094433,0.00003665934,0.09264658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3939961,"threshold_uncertainty_score":0.9999766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048933931","doi":"10.4000/vertigo.14807","title":"Le terroir, un concept pour l’action dans le développement des territoires","year":2014,"lang":"fr","type":"article","venue":"VertigO","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Terroir; Humanities; Political science; Philosophy; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.03171241410414855,"gpt":0.2454032926496388,"spread":0.2136908785454903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002162001,0.0002630517,0.0002391937,0.00001981416,0.00104081,0.0001554381,0.0003855281,0.0002160567,0.001266362],"category_scores_gemma":[0.00005385647,0.0001124974,0.0001474086,0.000349891,0.0004103191,0.0003154435,0.0001678756,0.000224675,0.00050114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001397198,"about_ca_system_score_gemma":0.00009230932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004518494,"about_ca_topic_score_gemma":0.003213485,"domain_scores_codex":[0.9979164,0.0002775517,0.0003109156,0.0004392712,0.0003760335,0.0006798036],"domain_scores_gemma":[0.9993688,0.0001025618,0.00008515516,0.00008428453,0.0001086987,0.0002505274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00003769854,0.0006223646,0.04181378,0.00005716386,0.00009780896,0.00001710877,0.001185934,0.00002391114,0.2400239,0.05559456,0.203201,0.4573248],"study_design_scores_gemma":[0.0003833688,0.0003003079,0.5210649,0.0001116361,0.00001680112,0.00002427501,0.002105826,0.00009845049,0.08892457,0.01007999,0.376514,0.0003758739],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7338317,0.002632303,0.002762033,0.237112,0.001014641,0.0004319777,0.00002642504,0.0001428174,0.02204612],"genre_scores_gemma":[0.9101204,0.0005594039,0.001504921,0.0005543648,0.0008715692,0.00002632192,0.0001063211,0.000003519257,0.08625317],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4792511,"threshold_uncertainty_score":0.9996466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082368297","doi":"10.4000/vertigo.15404","title":"Transhumance et gestion des ressources naturelles au Sahel : contraintes et perspectives face aux mutations des systèmes de productions pastorales","year":2015,"lang":"fr","type":"article","venue":"VertigO","topic":"Rangeland Management and Livestock Ecology","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Geography; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.03702612949084468,"gpt":0.2750691753180243,"spread":0.2380430458271797,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005408194,0.0002475292,0.0002186662,0.000108344,0.0006612755,0.0001056155,0.0002387477,0.0001585912,0.0003000337],"category_scores_gemma":[0.0005169518,0.0002404295,0.00009273427,0.0002828015,0.002054779,0.0007758071,0.0000562521,0.0002975071,0.0001537308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007064655,"about_ca_system_score_gemma":0.0001081172,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00267479,"about_ca_topic_score_gemma":0.02226048,"domain_scores_codex":[0.9980775,0.0004963711,0.0002244193,0.0004616182,0.0002188792,0.0005212042],"domain_scores_gemma":[0.9992537,0.0001863999,0.00009171564,0.0002057953,0.00006245585,0.0001998594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002011606,0.001234966,0.266033,0.0003469735,0.0003335467,0.00003701105,0.5162839,0.06746121,0.003558383,0.1062419,0.0195928,0.01867516],"study_design_scores_gemma":[0.0008243922,0.0004432127,0.8517986,0.0002916624,0.0002084103,0.00004623545,0.05483535,0.001300259,0.0005421659,0.02531106,0.0639567,0.0004419436],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381952,0.01732184,0.01400508,0.02220439,0.0004757088,0.0005289399,0.00004937268,0.0001257319,0.007093747],"genre_scores_gemma":[0.9838657,0.002159937,0.005025031,0.00009687398,0.0001444603,0.00009476369,0.00001927026,0.00002641018,0.008567488],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5857656,"threshold_uncertainty_score":0.9955807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2141300470","doi":"10.4000/vertigo.12031","title":"Apports de la résilience à la géographie des risques : l’exemple de La Faute-sur-Mer (Vendée, France)","year":2012,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.01789349425140083,"gpt":0.2718874359036462,"spread":0.2539939416522454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.00185982,0.0003116738,0.0003842276,0.00008605779,0.00136126,0.0001690304,0.0003679298,0.000497053,0.0003688338],"category_scores_gemma":[0.0006312932,0.0003219319,0.0002917877,0.0009828616,0.009117282,0.0006107027,0.0001230784,0.00043736,0.00009289361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003285099,"about_ca_system_score_gemma":0.0002530863,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01850391,"about_ca_topic_score_gemma":0.001327604,"domain_scores_codex":[0.9961214,0.00140399,0.0003111226,0.0003329028,0.0004824157,0.00134814],"domain_scores_gemma":[0.9979323,0.001179846,0.000127357,0.000194953,0.0000829514,0.0004825871],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009350994,0.0005324919,0.5939217,0.00008215192,0.0001376485,0.00004463214,0.06702995,0.00001305345,0.0001633892,0.1682047,0.1228013,0.04705959],"study_design_scores_gemma":[0.0001907561,0.00002899075,0.2534915,0.00009098005,0.00007601731,0.00000758166,0.002226811,0.00002084298,0.0001605363,0.0247718,0.7186101,0.0003241323],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4654802,0.1200007,0.001364472,0.000735352,0.001454793,0.0002097803,0.00002317079,0.0001848448,0.4105466],"genre_scores_gemma":[0.9643533,0.0150401,0.001889701,0.0004142676,0.001056766,0.00004992855,0.000002116964,0.00003392062,0.01715991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5958088,"threshold_uncertainty_score":0.9999388,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2170134402","doi":"10.4000/vertigo.9189","title":"Proposition d’une trame de recherche pour appréhender la capacité d’adaptation au changement climatique","year":2009,"lang":"fr","type":"article","venue":"VertigO","topic":"Climate change impacts on agriculture","field":"Agricultural and Biological Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.1782800700116643,"gpt":0.3293008782516785,"spread":0.1510208082400142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001010598,0.0003434691,0.0002785898,0.00003043657,0.0002536128,0.0001906416,0.0002480198,0.0008216352,0.001006231],"category_scores_gemma":[0.0002129688,0.0001630604,0.0001703888,0.0006892282,0.00007947166,0.0003832393,0.00003104093,0.0005947205,0.0002150657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00109063,"about_ca_system_score_gemma":0.00007944203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001054958,"about_ca_topic_score_gemma":0.00168824,"domain_scores_codex":[0.997288,0.0008223264,0.0003433512,0.0004276313,0.0003290348,0.0007896394],"domain_scores_gemma":[0.9989604,0.0003074743,0.000182857,0.0001021541,0.0001399815,0.0003071057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001554339,0.001668736,0.001397648,0.0001665867,0.00007022722,0.0000711296,0.01868962,0.0001147468,0.5359651,0.02800332,0.03138743,0.38231],"study_design_scores_gemma":[0.002525777,0.005046191,0.6376337,0.002020393,0.0005505484,0.0007035387,0.04570893,0.01043226,0.05857121,0.1135237,0.1203616,0.002922045],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8016229,0.00168834,0.001750988,0.1755413,0.0004591706,0.0009125979,0.0001407645,0.0002003254,0.01768366],"genre_scores_gemma":[0.9765068,0.001800133,0.007442673,0.00469319,0.001637313,0.00005892021,0.0003079848,0.000006730877,0.007546234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6362361,"threshold_uncertainty_score":0.999907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2078931518","doi":"10.4000/vertigo.8446","title":"La participation environnementale à la française : le citoyen, l’État… et le sociologue","year":2006,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.02448520303306956,"gpt":0.2630284111917738,"spread":0.2385432081587043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005461897,0.0001898412,0.0002473262,0.00003105464,0.001135998,0.00007611325,0.000173702,0.0003182062,0.0002837294],"category_scores_gemma":[0.0000929872,0.0002113744,0.0001610218,0.0002249409,0.002195709,0.0002792995,0.00007446222,0.000248188,0.0002627861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001599188,"about_ca_system_score_gemma":0.0002015083,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04861437,"about_ca_topic_score_gemma":0.01936902,"domain_scores_codex":[0.9978169,0.0008217749,0.0002834705,0.0002879747,0.0002990795,0.0004908605],"domain_scores_gemma":[0.9992866,0.0003544315,0.0001058281,0.0001246789,0.00003386335,0.00009460052],"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":[0.00000701998,0.00059931,0.01084076,0.00002016289,0.00004736653,0.00001365602,0.019255,0.0001058535,0.000136804,0.8545541,0.1084272,0.005992778],"study_design_scores_gemma":[0.0006537762,0.00004589462,0.0481622,0.00002875679,0.00003979855,4.415393e-7,0.004333705,0.00008037434,0.0001199302,0.02225019,0.9240287,0.0002562221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4669774,0.03635767,0.0006331566,0.02273529,0.001248222,0.0002631573,0.00004806735,0.0001159993,0.471621],"genre_scores_gemma":[0.975878,0.00128787,0.0002649023,0.0003671069,0.0006066531,0.00005197832,0.0000298804,0.00001981942,0.02149379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8323039,"threshold_uncertainty_score":0.998525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1520330372","doi":"10.4000/vertigo.11515","title":"Rôles des mangroves, modes et perspectives de gestion au Delta du Saloum (Sénégal)","year":2012,"lang":"fr","type":"article","venue":"VertigO","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Geography; Humanities; Mangrove; Forestry; Philosophy; Ecology","retraction":null,"screen_n_in":null,"score":{"opus":0.02837230120671072,"gpt":0.2514249833011944,"spread":0.2230526820944837,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005531306,0.0002717752,0.0002126237,0.00002608108,0.0006023386,0.0001421079,0.0003012067,0.0002966628,0.001248994],"category_scores_gemma":[0.0001921279,0.0001096567,0.0001478942,0.0004062886,0.0003746714,0.0008180668,0.0001752895,0.0003123464,0.0004853903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000481871,"about_ca_system_score_gemma":0.00006783406,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004443185,"about_ca_topic_score_gemma":0.001898592,"domain_scores_codex":[0.9977235,0.00032837,0.0002135534,0.0003202568,0.0003436423,0.001070643],"domain_scores_gemma":[0.9991021,0.0002097273,0.00005922561,0.00006698858,0.0001498823,0.0004121391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007554131,0.000766312,0.6466183,0.00008140987,0.0001003959,0.00001628174,0.01087588,0.00002235745,0.06135172,0.1678229,0.046909,0.0653599],"study_design_scores_gemma":[0.0001224485,0.0001715805,0.9211678,0.0001355875,0.00003085014,0.00005507702,0.008067052,0.00008368192,0.003416564,0.003257812,0.06315516,0.0003363732],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9284264,0.02400484,0.0001788456,0.04009612,0.0003278413,0.0002188072,0.00003162114,0.00008245106,0.006633077],"genre_scores_gemma":[0.9727576,0.005614087,0.00109538,0.0002812944,0.001426125,0.00002132996,0.00007002807,0.000003555567,0.01873061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2745495,"threshold_uncertainty_score":0.999664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2164752814","doi":"10.4000/vertigo.8510","title":"Les espaces fonctionnels : nouveau référentiel de la gestion durable des ressources ?","year":2009,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"Université Lille 1 - Sciences et Technologies; Université de Lille","keywords":"Humanities; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.02951776146100601,"gpt":0.2711607251569292,"spread":0.2416429636959232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005460565,0.0002019168,0.0002505114,0.00006377203,0.00220839,0.0002450342,0.0002135305,0.0003497518,0.0004972582],"category_scores_gemma":[0.0004970573,0.0002079281,0.0001567904,0.0005172251,0.001721366,0.0004388448,0.00002413202,0.0002745317,0.0000883627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005475332,"about_ca_system_score_gemma":0.00008028914,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02252125,"about_ca_topic_score_gemma":0.004688524,"domain_scores_codex":[0.9979995,0.0005600595,0.0002211885,0.0002693754,0.0003439009,0.0006059267],"domain_scores_gemma":[0.9991825,0.0003143966,0.0001057918,0.0001177713,0.0001061517,0.0001733491],"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":[0.00005013359,0.000553508,0.03743424,0.00007826257,0.0001497319,0.00002982143,0.2126541,0.0003458137,0.0007237386,0.4273576,0.07225991,0.2483632],"study_design_scores_gemma":[0.0003521607,0.0001848487,0.1086546,0.0002361293,0.0001018158,0.000003346755,0.01281189,0.0001475585,0.0003197041,0.07039288,0.8064612,0.0003339113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6294785,0.10716,0.002063778,0.0152881,0.001795811,0.0001867027,0.000009007762,0.0002074314,0.2438107],"genre_scores_gemma":[0.9245509,0.02001893,0.0009460889,0.0002185529,0.0009172673,0.00001026366,0.000001823798,0.00001240734,0.05332379],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7342013,"threshold_uncertainty_score":0.9990906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791114450","doi":"10.4000/vertigo.18791","title":"Écologie et dynamique spatio-temporelle des mangroves au Togo","year":2017,"lang":"fr","type":"article","venue":"VertigO","topic":"African Botany and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Forestry; Geography; Mangrove; Ecology; Biology","retraction":null,"screen_n_in":null,"score":{"opus":0.04574405072899142,"gpt":0.2663921574428238,"spread":0.2206481067138324,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003223222,0.0002488789,0.0003194377,0.00001087583,0.002562415,0.0001647936,0.0006097361,0.0002859884,0.001357103],"category_scores_gemma":[0.0007713761,0.0001175114,0.0001590549,0.00007723189,0.001684027,0.0003970681,0.0004989949,0.0001953069,0.0004375012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001670532,"about_ca_system_score_gemma":0.00005942676,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002858002,"about_ca_topic_score_gemma":0.03878216,"domain_scores_codex":[0.9984139,0.000153228,0.0002438794,0.000412583,0.0001174796,0.0006589584],"domain_scores_gemma":[0.9990428,0.0002803929,0.0002118443,0.0001981227,0.00007421334,0.0001926072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003941929,0.0001995639,0.9433267,0.0000330702,0.00008837297,0.00005998264,0.0006270196,0.00000650375,0.002538826,0.01881897,0.01711832,0.01714324],"study_design_scores_gemma":[0.000163778,0.000465901,0.8269604,0.00006826481,0.00003710079,0.000008058451,0.0009112938,0.00008714721,0.0003254513,0.01166403,0.1590443,0.0002642793],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9207899,0.002076217,0.00003794323,0.04783357,0.001617566,0.000196961,0.00007344742,0.00006041575,0.02731401],"genre_scores_gemma":[0.9524104,0.001312741,0.0004410982,0.001153677,0.0004717232,0.00003067531,0.00001464435,0.000002637869,0.0441624],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.141926,"threshold_uncertainty_score":0.9995558,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2151381700","doi":"10.4000/vertigo.6252","title":"Analyse de la situation de l’environnement sanitaire des quartiers défavorisés dans le tissu urbain de Yopougon a Abidjan, Côte d’Ivoire","year":2009,"lang":"fr","type":"article","venue":"VertigO","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Cote d ivoire; Geography; Humanities; Political science; Forestry; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.009782610872810675,"gpt":0.240524842931877,"spread":0.2307422320590663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008661667,0.0002905031,0.0002493192,0.00003666078,0.0009031848,0.000194765,0.0003744209,0.0003538197,0.0005184959],"category_scores_gemma":[0.0001163852,0.0001426511,0.0001843759,0.0006707957,0.0003773018,0.0002988062,0.00006541306,0.0003405826,0.0001578413],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007277956,"about_ca_system_score_gemma":0.0001772707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003278004,"about_ca_topic_score_gemma":0.001938894,"domain_scores_codex":[0.9972068,0.0006813497,0.0003262264,0.0004097398,0.0003804092,0.0009954385],"domain_scores_gemma":[0.999195,0.0001443638,0.00007402046,0.00009749971,0.00006754913,0.0004216126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00009546083,0.000895758,0.2173322,0.00007178181,0.000127087,0.0001789623,0.009841028,0.0004709047,0.5114937,0.01843064,0.03650267,0.2045598],"study_design_scores_gemma":[0.0003014843,0.000607626,0.9159428,0.0001550507,0.0000760179,0.00004383651,0.005545438,0.0006538104,0.01757178,0.01150786,0.04718045,0.0004138706],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9665498,0.004067536,0.001558648,0.02326877,0.0000808891,0.0002682515,0.00001432127,0.00007111693,0.004120639],"genre_scores_gemma":[0.9835511,0.001265215,0.001537383,0.0005037576,0.0003945609,0.00001985887,0.00007516751,0.000003374678,0.01264961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6986106,"threshold_uncertainty_score":0.6946659,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2915838237","doi":"10.4000/vertigo.21331","title":"Global scale arsenic pollution : increase the scientific knowledge to reduce human exposure","year":2018,"lang":"fr","type":"article","venue":"VertigO","topic":"Arsenic contamination and mitigation","field":"Environmental Science","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Arsenic; Arsenic contamination of groundwater; Art; Chemistry","retraction":null,"screen_n_in":null,"score":{"opus":0.01362670431125076,"gpt":0.268834939672247,"spread":0.2552082353609962,"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":[0.0005889958,0.0001861696,0.0001195318,0.00004964888,0.001337104,0.0001773133,0.0004230019,0.0001191649,0.004261295],"category_scores_gemma":[0.0001000834,0.0001634359,0.00009342041,0.001033741,0.001411495,0.0003336393,0.0003256811,0.0001048751,0.009538543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007776236,"about_ca_system_score_gemma":0.0001322218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008693509,"about_ca_topic_score_gemma":0.01775629,"domain_scores_codex":[0.998098,0.0002384762,0.0002946581,0.000532773,0.0003803618,0.0004557639],"domain_scores_gemma":[0.9989726,0.00001895545,0.00008387557,0.0005598844,0.00006795164,0.0002967645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007287657,0.0007346906,0.05720813,0.00003044344,0.00003492247,0.000005373842,0.009988689,0.00006827652,0.1415389,0.05498945,0.3976009,0.3377274],"study_design_scores_gemma":[0.0005000219,0.0003130394,0.5059446,0.0001076279,0.0000596107,0.00002305695,0.0007174081,0.0008659391,0.007767827,0.002025591,0.4813838,0.0002915076],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513949,0.0006951646,0.001529041,0.009070489,0.003376432,0.0004699575,0.0000548976,0.00005575998,0.03335338],"genre_scores_gemma":[0.9344056,0.000005399032,0.0004453908,0.0006199131,0.0004965741,0.0000194903,0.00001464262,0.00001116529,0.06398183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4487365,"threshold_uncertainty_score":0.999963,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2099056667","doi":"10.4000/vertigo.9541","title":"Pour une éthique de l’environnement inspirée par le pragmatisme : l’exemple du développement durable","year":2010,"lang":"fr","type":"article","venue":"VertigO","topic":"Ethics in medical practice","field":"Health Professions","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.03580427365450671,"gpt":0.3754079011941417,"spread":0.339603627539635,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.01084654,0.0004806005,0.0005514789,0.0001288951,0.002761019,0.00006289107,0.0008011242,0.002015939,0.01031311],"category_scores_gemma":[0.02100146,0.0005039743,0.0001507252,0.0004296603,0.00079702,0.0005267898,0.0006506864,0.01431162,0.005110059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007193275,"about_ca_system_score_gemma":0.003615638,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008450818,"about_ca_topic_score_gemma":0.009956928,"domain_scores_codex":[0.9904184,0.004718405,0.001352184,0.0007539896,0.001000136,0.001756849],"domain_scores_gemma":[0.9894773,0.00737693,0.0006249298,0.001204538,0.0003236003,0.0009926826],"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":[0.00006528737,0.0011905,0.03669992,0.0009508515,0.0001206795,0.0001370613,0.008505433,0.00002602611,0.01173123,0.6713944,0.2660341,0.003144518],"study_design_scores_gemma":[0.002300744,0.0001773824,0.02943027,0.0007127494,0.0001438052,0.00004687981,0.003692355,0.001215479,0.002862927,0.1904911,0.7683721,0.0005542948],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1552758,0.0007532376,0.02361255,0.7516958,0.006602538,0.001311089,0.00004182096,0.0001759474,0.06053119],"genre_scores_gemma":[0.868654,0.003479502,0.07200342,0.04380984,0.002022354,0.000392694,0.0000444528,0.0001518055,0.009441924],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7133782,"threshold_uncertainty_score":0.9997412,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2024032750","doi":"10.4000/vertigo.12591","title":"Modélisation de l’érosion hydrique des sols sur un bassin versant du sud-ouest de Madagascar, le Fiherenana","year":2012,"lang":"fr","type":"article","venue":"VertigO","topic":"Soil erosion and sediment transport","field":"Agricultural and Biological Sciences","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Forestry; Geology; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.02579806715083267,"gpt":0.2152004078940773,"spread":0.1894023407432446,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005828538,0.0002550111,0.0002296945,0.00002146777,0.0004436058,0.00008327288,0.0002392732,0.0003250473,0.001437995],"category_scores_gemma":[0.00006915276,0.000135288,0.0001891459,0.0002891847,0.0002106388,0.0005624966,0.00004304188,0.0001943955,0.0001573814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002073764,"about_ca_system_score_gemma":0.00007021334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00563782,"about_ca_topic_score_gemma":0.001379964,"domain_scores_codex":[0.9980058,0.0002612905,0.0003050846,0.0002926087,0.000274801,0.0008604215],"domain_scores_gemma":[0.9991348,0.000150631,0.00008600935,0.0000994717,0.00006919916,0.0004599329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008451832,0.0007469371,0.7707311,0.00003864792,0.00002243076,0.00001418929,0.001403669,0.0001506499,0.1900743,0.003375061,0.00601027,0.02734822],"study_design_scores_gemma":[0.0005967414,0.000235313,0.864356,0.0001859135,0.00006005448,0.00002723898,0.0005324959,0.004735124,0.07925176,0.001228455,0.04838884,0.0004020744],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869384,0.003941749,0.002006259,0.00504633,0.0007994204,0.0002132512,0.00003071545,0.00009727095,0.0009265702],"genre_scores_gemma":[0.9944223,0.001213614,0.0005692939,0.0008594669,0.0006697137,0.00002152312,0.00008433472,0.000005811327,0.002153915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1108225,"threshold_uncertainty_score":0.9994748,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2269036594","doi":"10.4000/vertigo.16724","title":"Conflits et stratégies d’acceptabilité sociale autour des énergies marines renouvelables sur le littoral français","year":2015,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Geography; Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.07237520553267372,"gpt":0.268875123783878,"spread":0.1964999182512043,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0009464058,0.0004585643,0.000714284,0.00008245877,0.001392768,0.0004323799,0.0005405466,0.0003786687,0.0007400732],"category_scores_gemma":[0.001419306,0.0004761259,0.000312401,0.0008073667,0.004075061,0.001291827,0.0002901587,0.0003530148,0.0002789367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005568195,"about_ca_system_score_gemma":0.002088343,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2453975,"about_ca_topic_score_gemma":0.1777397,"domain_scores_codex":[0.9963282,0.0006588123,0.0005666827,0.0005553546,0.0008173632,0.001073588],"domain_scores_gemma":[0.9979314,0.0003753516,0.0001880198,0.0002848665,0.0008012155,0.0004191385],"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":[0.00003605876,0.0004480888,0.08252374,0.0001515472,0.0002300332,0.0000245885,0.1500932,0.0000549619,0.00002596466,0.5964991,0.1554383,0.01447434],"study_design_scores_gemma":[0.001001356,0.0002068095,0.07342273,0.0001205889,0.00008789391,0.000001684621,0.05586506,0.0000399662,0.0001336,0.06849024,0.7999523,0.0006777281],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6629297,0.1159601,0.0001224637,0.01537592,0.005932796,0.0004300537,0.0001240644,0.0004205896,0.1987043],"genre_scores_gemma":[0.8644208,0.004438245,0.001908286,0.0004141541,0.001478566,0.00004745564,0.00001535061,0.00005322905,0.1272239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6445141,"threshold_uncertainty_score":0.9999073,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055593604","doi":"10.4000/vertigo.4446","title":"L’aménagement forestier en France : à la recherche d’une gestion durable à travers l’histoire","year":2005,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.09495823841708217,"gpt":0.2939974166718878,"spread":0.1990391782548056,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009678657,0.0002296521,0.0002754467,0.00004670434,0.0009452552,0.00006896319,0.0002856125,0.000577442,0.0007083555],"category_scores_gemma":[0.0006747852,0.0002472856,0.0001634232,0.0006729143,0.0009749468,0.0003611599,0.00005612495,0.0005832568,0.0005029555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001382724,"about_ca_system_score_gemma":0.0001468126,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007995383,"about_ca_topic_score_gemma":0.005838969,"domain_scores_codex":[0.9973653,0.0009311508,0.0002867848,0.0003461535,0.0004684625,0.0006021312],"domain_scores_gemma":[0.9987535,0.0007213807,0.00009692415,0.0001793411,0.00007786286,0.0001709771],"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":[0.00001803068,0.0002475322,0.001957958,0.00005877468,0.0001102734,0.00001722001,0.04739867,0.0003445266,0.00006092299,0.4049726,0.196775,0.3480384],"study_design_scores_gemma":[0.0003930501,0.0000575793,0.008935149,0.0001155374,0.00006954193,8.121013e-7,0.0023197,0.0004726519,0.00003833145,0.007327953,0.9799833,0.000286372],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01389772,0.07803919,0.002450193,0.08510283,0.003661115,0.0004883262,0.00001788462,0.0001821821,0.8161606],"genre_scores_gemma":[0.1936316,0.01807151,0.0067496,0.0009032812,0.001590714,0.00005310987,0.000005079162,0.00003246002,0.7789627],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7832083,"threshold_uncertainty_score":0.9999979,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2049521245","doi":"10.4000/vertigo.2997","title":"Les savoirs locaux : entre connaissances et reconnaissance","year":2005,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.07401900471903597,"gpt":0.3018510114111301,"spread":0.2278320066920941,"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":[0.0004351232,0.0003063947,0.000412187,0.00004852208,0.00112804,0.0001260832,0.0003964144,0.0002792123,0.004461129],"category_scores_gemma":[0.0002858522,0.000321885,0.0002242879,0.0004834524,0.002738296,0.0005441534,0.00008229932,0.0003520545,0.001130522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006116761,"about_ca_system_score_gemma":0.0002018273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007438729,"about_ca_topic_score_gemma":0.03856943,"domain_scores_codex":[0.9975084,0.0003868173,0.000395577,0.0004539167,0.0004733736,0.0007819007],"domain_scores_gemma":[0.9989562,0.0002836759,0.0001642875,0.0002070141,0.0001410694,0.000247754],"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":[0.00001082753,0.0001201149,0.005327816,0.00002989713,0.00007899701,0.000007701237,0.03034595,0.00003989751,0.000008095121,0.6207013,0.2295348,0.1137946],"study_design_scores_gemma":[0.0003446914,0.00006254127,0.003202968,0.0001767985,0.00004583961,0.000001233422,0.006190954,0.00008779063,0.0001137896,0.01014286,0.9792366,0.0003939242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02480701,0.2850829,0.0002789761,0.06829033,0.004276481,0.0002639983,0.00003537976,0.0001633774,0.6168016],"genre_scores_gemma":[0.8770517,0.01545607,0.0007368635,0.002168047,0.002342622,0.00002198349,0.000003817505,0.00002529679,0.1021936],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8522446,"threshold_uncertainty_score":0.9999757,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2345734705","doi":"10.4000/vertigo.17053","title":"Connexions entre la justice environnementale, l’écologisme populaire et l’écocitoyenneté ","year":2016,"lang":"fr","type":"article","venue":"VertigO","topic":"Environmental Justice and Health Disparities","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.0254630613050866,"gpt":0.3009943266659884,"spread":0.2755312653609018,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000502446,0.0003256654,0.0003290248,0.00006314365,0.001093882,0.00007077404,0.0004068233,0.0004497425,0.007676585],"category_scores_gemma":[0.000219765,0.0002748159,0.000168427,0.0001929219,0.002514159,0.0006625309,0.0001999068,0.0002959923,0.002819597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005822203,"about_ca_system_score_gemma":0.000200007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009536573,"about_ca_topic_score_gemma":0.003483644,"domain_scores_codex":[0.9967455,0.0007621405,0.0004619838,0.0005200735,0.0004884849,0.001021853],"domain_scores_gemma":[0.997992,0.001024648,0.0001743459,0.0003210552,0.00001920791,0.0004687494],"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":[0.00004447882,0.0005476003,0.04244579,0.0005252433,0.00005994985,0.00007824586,0.006132465,0.00001016444,0.000416392,0.8932139,0.04037828,0.01614749],"study_design_scores_gemma":[0.001250325,0.000254964,0.05326469,0.0009070827,0.0005548411,0.00001461334,0.02873166,0.00001455109,0.0001421588,0.007466404,0.9068083,0.0005904803],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5081069,0.03655567,0.001537759,0.2351084,0.007984087,0.001124427,0.0006716168,0.0002946799,0.2086164],"genre_scores_gemma":[0.8648105,0.05686917,0.0007223841,0.01017661,0.0009068527,0.00006273172,0.00002256921,0.00004544811,0.0663837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8857475,"threshold_uncertainty_score":0.9999704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973617977","doi":"10.4000/vertigo.11411","title":"Rivières du futur, wild rivers ?","year":2011,"lang":"fr","type":"article","venue":"VertigO","topic":"Water Governance and Infrastructure","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Forestry; Geography; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.017763942649716,"gpt":0.2217536577920745,"spread":0.2039897151423584,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000116311,0.0001821224,0.0001801775,0.00003256708,0.0003405056,0.00004244183,0.0004291013,0.0002253912,0.00666442],"category_scores_gemma":[0.00004565573,0.0001691353,0.0001345058,0.0002851239,0.0006947247,0.001009384,0.00007892563,0.0001993126,0.001250325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116473,"about_ca_system_score_gemma":0.00009749524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008826103,"about_ca_topic_score_gemma":0.0007467273,"domain_scores_codex":[0.9985772,0.0001061501,0.0001835502,0.0002742533,0.0003346041,0.0005241764],"domain_scores_gemma":[0.9994057,0.00002066872,0.0001032626,0.0002276964,0.0000561262,0.0001865448],"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":[0.00005150073,0.0001287134,0.2578577,0.00003814468,0.00009813785,0.00008377681,0.1091859,0.000004355326,0.0001273499,0.3290567,0.2749594,0.02840837],"study_design_scores_gemma":[0.0002404505,0.0000838597,0.09417798,0.00005234299,0.00004105945,0.000003572639,0.001274134,0.00001990877,0.001078067,0.01384794,0.8889395,0.0002411989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6023886,0.004521321,0.0003306141,0.006927168,0.01130679,0.0002187071,0.0000447758,0.0001190149,0.374143],"genre_scores_gemma":[0.9590213,0.002485602,0.002130192,0.002056168,0.001999295,0.000005171438,0.000003064005,0.0000229016,0.03227625],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6139801,"threshold_uncertainty_score":0.9995273,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2256081460","doi":"10.4000/vertigo.16686","title":"Acceptabilité sociale : partager l’embarras","year":2015,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.07738806262740427,"gpt":0.2889803819450849,"spread":0.2115923193176806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006265057,0.0002336057,0.0003713221,0.00003468271,0.0006988543,0.0001195373,0.0003495525,0.0003119251,0.002247524],"category_scores_gemma":[0.0008102651,0.0002474434,0.0002290201,0.0006296429,0.001651448,0.0004199342,0.0001310066,0.0002500228,0.002326954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008804633,"about_ca_system_score_gemma":0.0006946135,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01050298,"about_ca_topic_score_gemma":0.008418806,"domain_scores_codex":[0.9974864,0.0003794038,0.0003163254,0.0003565188,0.0006712097,0.00079015],"domain_scores_gemma":[0.9987625,0.0001431012,0.00009882535,0.0002156072,0.0002725013,0.0005074379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009219673,0.0001665992,0.01191759,0.00001696157,0.00007689097,0.00001091549,0.05788458,0.000004638919,0.000004935628,0.4236292,0.4763365,0.02994198],"study_design_scores_gemma":[0.0003657254,0.00007219555,0.00304804,0.00001964413,0.00005245042,3.616262e-7,0.01114897,0.00001767271,0.00002427669,0.04489391,0.9400628,0.0002939506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08858319,0.09502186,0.0001761924,0.02419967,0.01638583,0.0003815125,0.00002892768,0.0001951187,0.7750277],"genre_scores_gemma":[0.6681473,0.001718708,0.000578194,0.001366706,0.006415808,0.00004107891,0.000005300343,0.00003638033,0.3216906],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.579564,"threshold_uncertainty_score":0.9999978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2345867219","doi":"10.4000/vertigo.16920","title":"Acceptabilité sociale des grands projets à fort impact socio-environnemental au Québec : définitions et postulats","year":2016,"lang":"fr","type":"article","venue":"VertigO","topic":"Social Acceptance of Renewable Energy","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true},"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.02842156340144034,"gpt":0.3172700901430049,"spread":0.2888485267415645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0007114885,0.0004924187,0.0005421682,0.0001134706,0.002400928,0.0001528489,0.0006378739,0.0004894005,0.007363018],"category_scores_gemma":[0.0005867803,0.0004023841,0.0007394603,0.0006908769,0.003719971,0.00177126,0.0002092435,0.000218082,0.0004441359],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005970501,"about_ca_system_score_gemma":0.004789234,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3971845,"about_ca_topic_score_gemma":0.716724,"domain_scores_codex":[0.9958555,0.0006020115,0.0005741014,0.0006694245,0.0008059964,0.001493024],"domain_scores_gemma":[0.9981115,0.0005592903,0.000270534,0.0003801764,0.0001794796,0.0004989679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000797086,0.0007102013,0.5191095,0.00003757246,0.0003165662,0.00001402366,0.0513057,0.00001705689,0.001981167,0.03520421,0.005919549,0.3853048],"study_design_scores_gemma":[0.003284141,0.0007496327,0.7516161,0.000367373,0.0003443995,0.00001055825,0.04554293,0.00001163165,0.001185491,0.0731351,0.1221372,0.001615503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950879,0.002117517,0.0005569207,0.01966228,0.00166973,0.0005200605,0.0002392488,0.0001951693,0.02416012],"genre_scores_gemma":[0.9772364,0.001294883,0.0007594977,0.0004545779,0.001522453,0.0001353658,0.0000239352,0.00008360026,0.01848922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3836893,"threshold_uncertainty_score":0.9998428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1565857616","doi":"10.4000/vertigo.3369","title":"Parasitoses intestinales dans la zone du complexe hydroagricole du Sourou au Burkina Faso","year":2004,"lang":"fr","type":"article","venue":"VertigO","topic":"Amoebic Infections and Treatments","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.01139288971978391,"gpt":0.248701598130066,"spread":0.2373087084102821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001446281,0.0003892311,0.0004567288,0.0001397325,0.0004611076,0.00005287972,0.0001484105,0.0001892524,0.0003612523],"category_scores_gemma":[0.0002209561,0.000344618,0.0002238878,0.000413577,0.0005823419,0.0001678658,0.00009838922,0.0003051203,0.001605587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009533145,"about_ca_system_score_gemma":0.0004633869,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00671487,"about_ca_topic_score_gemma":0.001175791,"domain_scores_codex":[0.998098,0.0001224083,0.0003896092,0.0004249637,0.0002864322,0.0006786066],"domain_scores_gemma":[0.9987688,0.0002611289,0.0001219756,0.0004066898,0.0001076783,0.0003337101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001062159,0.003396842,0.9390889,0.0001712403,0.0004676924,0.002350957,0.00289931,0.001032073,0.001389498,0.04156132,0.002193319,0.005342643],"study_design_scores_gemma":[0.007678,0.002021847,0.8112823,0.001878565,0.00108097,0.005503742,0.00179501,0.0008835602,0.004485247,0.002117188,0.1605918,0.0006817647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9297093,0.002100349,0.02072607,0.002596878,0.001663952,0.0004305707,0.00004416553,0.0001688915,0.0425598],"genre_scores_gemma":[0.9900521,0.0003692237,0.001804201,0.0002234889,0.001423341,0.00005009886,0.00005950844,0.00005424879,0.005963806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1583985,"threshold_uncertainty_score":0.9999006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2527134393","doi":"10.4000/vertigo.17656","title":"Relocaliser les enjeux exposés aux risques côtiers en France : points de vue des acteurs institutionnels","year":2016,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.04450566912029068,"gpt":0.2811849342292851,"spread":0.2366792651089945,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0005165198,0.0002789639,0.0003390412,0.00006416919,0.001495018,0.00007930052,0.0004401315,0.0003895037,0.000950008],"category_scores_gemma":[0.001844414,0.0002268804,0.0002079387,0.0004456825,0.003707809,0.0007081691,0.0001134934,0.0002092618,0.0003350843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001097378,"about_ca_system_score_gemma":0.0004445846,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01279151,"about_ca_topic_score_gemma":0.004791065,"domain_scores_codex":[0.9974708,0.0005329738,0.0003314263,0.0003935248,0.0004212403,0.0008500608],"domain_scores_gemma":[0.9987737,0.0003832853,0.0001082832,0.0002113894,0.0002185121,0.0003048387],"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":[0.00003675193,0.0002026401,0.06238877,0.00009498272,0.0002130732,0.00003829793,0.1154097,0.0000123103,0.0004685357,0.5760129,0.08670997,0.1584121],"study_design_scores_gemma":[0.0005209807,0.00009513815,0.02434155,0.0005299149,0.00006016088,0.000001771418,0.007070847,0.00001230738,0.0008380926,0.1120088,0.8540913,0.0004291539],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.695893,0.1130616,0.02131485,0.07094003,0.007796324,0.0005513451,0.0001147084,0.0004096839,0.08991839],"genre_scores_gemma":[0.9370299,0.02828991,0.001739801,0.0006496093,0.001311371,0.00003892137,0.000001169963,0.00002651128,0.03091282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7673814,"threshold_uncertainty_score":0.9999633,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1996643927","doi":"10.4000/vertigo.2887","title":"Savoirs et savoir-faire naturalistes locaux : l’originalité française","year":2005,"lang":"fr","type":"article","venue":"VertigO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"Canadian Nautical Research Society","funders":"","keywords":"Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.04092851116654721,"gpt":0.2734175531696062,"spread":0.232489042003059,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004593785,0.0003826662,0.0004672417,0.00006677731,0.00117227,0.0001606598,0.0004737048,0.0003915364,0.001566414],"category_scores_gemma":[0.0003383994,0.0003848011,0.0003356859,0.0007299274,0.001819335,0.0006849148,0.000113761,0.0005454443,0.001497275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008778694,"about_ca_system_score_gemma":0.0003570101,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01396315,"about_ca_topic_score_gemma":0.03969165,"domain_scores_codex":[0.9970045,0.000380462,0.0004288898,0.0004959588,0.0007567666,0.0009334047],"domain_scores_gemma":[0.9987096,0.0003489117,0.0001429398,0.0002831102,0.0001823614,0.0003331473],"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":[0.00001367092,0.0001597116,0.002448145,0.00004344397,0.000100208,0.00001864789,0.04225834,0.00003747549,0.0000119742,0.6933409,0.2344274,0.02714008],"study_design_scores_gemma":[0.0004167708,0.00006749001,0.001755587,0.0001357221,0.0000818775,0.000002105271,0.003285161,0.0001332837,0.00006200349,0.01356729,0.9800113,0.0004814051],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.08949418,0.390091,0.0001165868,0.1731795,0.007186074,0.0004454489,0.00008073217,0.0003177128,0.3390887],"genre_scores_gemma":[0.8447059,0.008725917,0.000997972,0.004907699,0.003064208,0.00002352107,0.00001109055,0.00003819147,0.1375255],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7552117,"threshold_uncertainty_score":0.9998604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091885468","doi":"10.4000/vertigo.12214","title":"Vers une définition multidimensionnelle du risque","year":2012,"lang":"fr","type":"article","venue":"VertigO","topic":"Risk Perception and Management","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.02900485136338473,"gpt":0.2797447176805399,"spread":0.2507398663171552,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004139059,0.0001311661,0.0001266217,0.00005852742,0.0004869647,0.00003185026,0.0001164498,0.0001357224,0.004974494],"category_scores_gemma":[0.00006237652,0.0001385336,0.0001063133,0.0003922238,0.0002831891,0.0005153439,0.00005991073,0.0001127937,0.007681232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003416277,"about_ca_system_score_gemma":0.00003723694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00574845,"about_ca_topic_score_gemma":0.000649031,"domain_scores_codex":[0.9985994,0.0002487992,0.0001841904,0.000174816,0.0003005911,0.0004922592],"domain_scores_gemma":[0.9994062,0.00005458909,0.00006348686,0.0001662707,0.00004705858,0.000262384],"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":[0.00003475069,0.0008740673,0.01729446,0.00004899774,0.00007413144,0.000009051778,0.05604409,0.000240986,0.000842863,0.5669653,0.3120465,0.04552478],"study_design_scores_gemma":[0.000367225,0.00003237001,0.01212256,0.00003052098,0.0000541995,6.944009e-7,0.007362584,0.0004197476,0.0001446107,0.0008165381,0.9784632,0.0001856987],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5658857,0.003398093,0.004528722,0.03622628,0.01349996,0.0004990236,0.00001341501,0.0002106582,0.3757381],"genre_scores_gemma":[0.9615459,0.004207657,0.001047133,0.001034019,0.001074618,0.00001403637,0.00001094776,0.00001492703,0.03105075],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6664168,"threshold_uncertainty_score":0.9959351,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149547120","doi":"10.4000/vertigo.6782","title":"Analyse et suivi du phénomène de la désertification en Algérie du nord","year":2009,"lang":"fr","type":"article","venue":"VertigO","topic":"Water management and technologies","field":"Agricultural and Biological Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.01486790253148907,"gpt":0.2369864714773752,"spread":0.2221185689458861,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005168566,0.000176352,0.0001663597,0.000037048,0.0001638888,0.0002011111,0.000433164,0.0002281416,0.0004693074],"category_scores_gemma":[0.000171449,0.00008523053,0.000113598,0.0004445324,0.0001456689,0.0002718459,0.00009931896,0.0001647809,0.0002241837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006825317,"about_ca_system_score_gemma":0.00001046434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003900393,"about_ca_topic_score_gemma":0.0002709216,"domain_scores_codex":[0.9987019,0.0002224225,0.0002087567,0.0003089347,0.0001420702,0.0004158808],"domain_scores_gemma":[0.9995317,0.0001585786,0.00007516714,0.0001179299,0.00003690938,0.00007967382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00005985726,0.0006848983,0.3614098,0.00002220721,0.00008549182,0.0000850202,0.0007636865,0.00007247187,0.09426957,0.1227243,0.05414294,0.3656797],"study_design_scores_gemma":[0.0001397316,0.0002614692,0.640648,0.00002523705,0.00005841371,0.000006511321,0.0003058974,0.000465682,0.0123393,0.01839734,0.3271277,0.0002246912],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8842481,0.0008790927,0.0002136926,0.1085673,0.0001685787,0.0001300265,0.000007946753,0.000223255,0.00556196],"genre_scores_gemma":[0.9896047,0.001471698,0.0006104097,0.001081333,0.0002780715,0.000008207666,0.00004566738,0.000001524573,0.00689843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.365455,"threshold_uncertainty_score":0.5138587,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}