{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":29,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":29,"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":"56b679de58bf","filters":{"venue":"BELGEO"}},"results":[{"id":"W2258545529","doi":"10.4000/belgeo.16098","title":"The social sustainability of multicultural cities: a neighbourhood affair?","year":2002,"lang":"en","type":"article","venue":"BELGEO","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Urbanity; Neighbourhood (mathematics); Multiculturalism; Diversity (politics); Metropolitan area; Sociology; Economic geography; Sustainability; Geography; Economic growth; Political science; Anthropology; Engineering; Civil engineering","retraction":null,"screen_n_in":null,"score":{"opus":0.08849959295177955,"gpt":0.3850668511161929,"spread":0.2965672581644133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0004470575,0.0001347807,0.0001704203,0.00002432091,0.001537,0.0001178276,0.0003395973,0.0001252517,0.0004827183],"category_scores_gemma":[0.001073506,0.00009053869,0.0001535741,0.0003050583,0.00139885,0.0002162112,0.00005325435,0.0001301081,0.00002944557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008389641,"about_ca_system_score_gemma":0.000224506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004855238,"about_ca_topic_score_gemma":0.007252094,"domain_scores_codex":[0.9981298,0.0003130636,0.0003263644,0.0001983442,0.0004932821,0.0005390887],"domain_scores_gemma":[0.9985845,0.0002715138,0.0001562152,0.0001984961,0.0006840412,0.0001052217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001423781,0.0001801003,0.01155434,0.00004333081,0.00007061885,0.000002404682,0.7104075,0.000008955137,0.00006998031,0.2454632,0.02707278,0.005112557],"study_design_scores_gemma":[0.0005423002,0.00003211487,0.05880943,0.000007633511,0.00003705724,0.000001191917,0.600362,0.0003697708,0.00014433,0.001001154,0.3384102,0.0002828402],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9374618,0.0004105439,0.00001660071,0.03635572,0.000406509,0.0006828933,0.00003086695,0.000126774,0.02450828],"genre_scores_gemma":[0.9784225,0.00006467324,0.00004269742,0.0003593236,0.0004529472,0.00002333285,0.00000424236,0.000008717469,0.02062162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3113374,"threshold_uncertainty_score":0.9997629,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1513205285","doi":"10.4000/belgeo.6647","title":"Désirs de gares TGV : du projet des édiles locaux au “désaménagement” du territoire","year":2010,"lang":"fr","type":"article","venue":"BELGEO","topic":"Aviation Industry Analysis and Trends","field":"Economics, Econometrics and Finance","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Political science; Humanities; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.02187763141455101,"gpt":0.2220863599306963,"spread":0.2002087285161453,"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":[0.000844572,0.0003080901,0.0004796757,0.0003038882,0.0006262716,0.0002748673,0.0004144237,0.0004124306,0.006551614],"category_scores_gemma":[0.0002339927,0.000377996,0.0002894522,0.0006998224,0.0004002091,0.0004724757,0.0001544596,0.000507001,0.001069433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002583178,"about_ca_system_score_gemma":0.0001147697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002628406,"about_ca_topic_score_gemma":0.005263242,"domain_scores_codex":[0.9978294,0.00004652876,0.0007718894,0.0005816722,0.00007570781,0.0006948316],"domain_scores_gemma":[0.9986352,0.00007704635,0.0004814916,0.0005208154,0.00008067194,0.0002048238],"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":[0.000008941325,0.000329583,0.7989947,0.00007312273,0.0002498112,0.00002916983,0.001153905,0.0001475526,0.000009029,0.1260312,0.02044209,0.05253089],"study_design_scores_gemma":[0.0004696907,0.00006335691,0.2479577,0.00005129532,0.00008266952,0.00001693586,0.0003284368,0.002890461,0.00009401487,0.007155735,0.7404909,0.0003987637],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8655522,0.005996751,0.003852647,0.02271147,0.004652265,0.0002928036,0.0006795012,0.0001001414,0.09616224],"genre_scores_gemma":[0.9350989,0.001017577,0.00140196,0.0003351394,0.001837658,0.00005480228,0.0001040965,0.00004348487,0.06010641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7200488,"threshold_uncertainty_score":0.9998672,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1866539551","doi":"10.4000/belgeo.13474","title":"Hierarchical network structure as seen in container shipping liner services in the Caribbean Basin","year":2004,"lang":"en","type":"article","venue":"BELGEO","topic":"Maritime Ports and Logistics","field":"Engineering","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Mary's University","funders":"","keywords":"Container (type theory); Network structure; Structural basin; Service (business); Redundancy (engineering); Business; Complex network; Order (exchange); Computer science; Geography; Telecommunications; Engineering; Geology; Distributed computing; World Wide Web; Marketing; Finance","retraction":null,"screen_n_in":null,"score":{"opus":0.006122759614293099,"gpt":0.2064946067510405,"spread":0.2003718471367474,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001913987,0.0001338342,0.0001609059,0.00004830784,0.00003620621,0.00003468135,0.0001896671,0.0001144516,0.00009299751],"category_scores_gemma":[0.00001450463,0.0000982685,0.00002748414,0.0003893261,0.00002431052,0.00004783993,0.00003339893,0.0004219927,0.000007137739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004634038,"about_ca_system_score_gemma":0.0000208698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002323324,"about_ca_topic_score_gemma":0.01050278,"domain_scores_codex":[0.9991787,0.00003270599,0.0002103388,0.0001325755,0.0001295661,0.0003160866],"domain_scores_gemma":[0.9996849,0.0000603478,0.00001613478,0.0001869631,0.00001077653,0.00004089299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.00002690817,0.00004543249,0.08693492,0.0001927414,0.00003288343,0.000475323,0.00385836,0.8757985,0.00007113993,0.02417847,0.0006934354,0.007691857],"study_design_scores_gemma":[0.003148612,0.0001128445,0.7396739,0.0005024049,0.00005262877,0.0001232955,0.001486492,0.04664992,0.0001143711,0.06122973,0.1458103,0.001095464],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869033,0.000890445,0.0004857609,0.001116995,0.000279542,0.0002604121,0.00002134517,0.00009998135,0.00994226],"genre_scores_gemma":[0.9981163,0.00003131223,0.0005029466,0.0008956136,0.0003459817,0.000007706065,0.00004407602,0.00001975563,0.00003637715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8291486,"threshold_uncertainty_score":0.5860796,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2329013570","doi":"10.4000/belgeo.6229","title":"Scale and the workplace as level of analysis in transport geography","year":2012,"lang":"en","type":"article","venue":"BELGEO","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Transport Canada","funders":"","keywords":"Variance (accounting); Scale (ratio); Exploratory analysis; Mode of transport; Point (geometry); Mode (computer interface); Intervention (counseling); Time geography; Regional science; Economic geography; Human geography; Geography; Sociology; Psychology; Historical geography; Computer science; Transport engineering; Engineering; Data science; Economics; Mathematics; Cartography; Development geography; Public transport","retraction":null,"screen_n_in":null,"score":{"opus":0.03388430929042223,"gpt":0.304182793216805,"spread":0.2702984839263828,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001238215,0.00005433891,0.0001908949,0.00009263545,0.0001175739,0.000008165506,0.0001400117,0.00005353663,0.0001925838],"category_scores_gemma":[0.00001326596,0.0000334007,0.0001228503,0.001868098,0.0005314886,0.0001730444,0.000005754018,0.00007091837,0.000002000753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006881656,"about_ca_system_score_gemma":0.00002636278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02678851,"about_ca_topic_score_gemma":0.05365432,"domain_scores_codex":[0.99924,0.00007698881,0.0001726312,0.0001045793,0.0002005161,0.00020525],"domain_scores_gemma":[0.9996538,0.00008313386,0.00005136348,0.0001251878,0.00002214528,0.00006434663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003330916,0.00005087248,0.9903489,0.000004406168,0.00003823915,2.221376e-7,0.007077343,0.000001014238,0.000002410195,0.0008495905,0.000006522106,0.001587192],"study_design_scores_gemma":[0.000291592,0.00000264533,0.9961731,0.000004329991,0.0001554651,2.222721e-8,0.001076885,0.000002546953,0.00003701562,0.0006962154,0.001510606,0.0000495927],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881285,0.001144121,0.00008379103,0.000499792,0.00003936659,0.0001253324,0.00001019869,0.000009482182,0.00995941],"genre_scores_gemma":[0.9989975,0.00009360923,0.00007743834,0.00004783392,0.00003774691,0.000006341514,0.000003701294,0.000002303432,0.0007335455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02686581,"threshold_uncertainty_score":0.9796922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3098329798","doi":"10.4000/belgeo.43757","title":"Coopération politique et intégration régionale en Arctique : naissance, développement et critique d’une région","year":2020,"lang":"fr","type":"article","venue":"BELGEO","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; CONTEST; Humanities; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.04795403717660299,"gpt":0.3716530291450936,"spread":0.3236989919684906,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008603467,0.0003207207,0.000357762,0.00006966427,0.0007603331,0.0000908675,0.0002370495,0.0003187531,0.0003254653],"category_scores_gemma":[0.0004896532,0.0003335243,0.0001490276,0.001159127,0.0005672941,0.0006361182,0.0001508368,0.0004879907,0.0002517548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002612601,"about_ca_system_score_gemma":0.0005746971,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01730113,"about_ca_topic_score_gemma":0.01582104,"domain_scores_codex":[0.9967187,0.001166338,0.0005262987,0.0005023063,0.0005026156,0.0005837539],"domain_scores_gemma":[0.998726,0.0003474824,0.0002236929,0.0001645197,0.0002146525,0.000323626],"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":[0.00003273037,0.0001176964,0.003566159,0.0001109119,0.0000692976,0.00001235139,0.05802236,0.00003925671,0.0001574699,0.8448001,0.09034064,0.002731019],"study_design_scores_gemma":[0.0006523627,0.0003361569,0.08166076,0.0002893518,0.00008488855,0.00001032319,0.009078666,0.0004891211,0.0004700042,0.06244005,0.8438606,0.0006276883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01563643,0.001715141,0.008799542,0.9193344,0.0005922249,0.0006152863,0.00007204266,0.0001382638,0.05309672],"genre_scores_gemma":[0.9394193,0.01498708,0.002281268,0.03547502,0.001509927,0.000114592,0.00007725933,0.00003644887,0.006099138],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9237828,"threshold_uncertainty_score":0.9999117,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2908945334","doi":"10.4000/belgeo.29709","title":"Stephen Smith, La Ruée vers l'Europe. La jeune Afrique en route pour le Vieux Continent","year":2018,"lang":"fr","type":"article","venue":"BELGEO","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Smiths Detection (Canada)","funders":"","keywords":"Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01090106686820418,"gpt":0.2711360013773235,"spread":0.2602349345091193,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009971166,0.000209191,0.0002333383,0.00005092998,0.0003630963,0.0001738917,0.0003874398,0.000265741,0.0007614194],"category_scores_gemma":[0.0002283138,0.0002147297,0.0001080818,0.0008358824,0.0006692489,0.0002510773,0.00009721067,0.0002533506,0.001026986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001145245,"about_ca_system_score_gemma":0.0006097684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004073743,"about_ca_topic_score_gemma":0.01767129,"domain_scores_codex":[0.9977247,0.0008619057,0.0003024848,0.0003327145,0.0003310856,0.0004470729],"domain_scores_gemma":[0.9988189,0.0002767836,0.0001565939,0.000260079,0.0002648373,0.000222845],"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":[0.00004311246,0.0003051352,0.004643004,0.00004215342,0.0001017308,0.00005081128,0.03985636,0.00004212461,0.0003316499,0.8559062,0.0725874,0.02609028],"study_design_scores_gemma":[0.000566417,0.00005894991,0.007644716,0.00006359543,0.00004289678,0.000005750931,0.004218712,0.00138375,0.0000709236,0.001057672,0.9846266,0.0002600283],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3292898,0.003027946,0.002754683,0.07846081,0.00237988,0.000580176,0.000166766,0.000204225,0.5831357],"genre_scores_gemma":[0.5007544,0.001993063,0.0008812293,0.0008741235,0.001089876,0.00001836132,0.00001410116,0.00003625788,0.4943386],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9120392,"threshold_uncertainty_score":0.9997509,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2897589293","doi":"10.4000/belgeo.21569","title":"Le néré, un arbre du patrimoine de la Haute Guinée","year":2018,"lang":"fr","type":"article","venue":"BELGEO","topic":"African Botany and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Heritage","funders":"","keywords":"Humanities; Political science; Art; Parkia biglobosa","retraction":null,"screen_n_in":null,"score":{"opus":0.00845024106363111,"gpt":0.2105325714725301,"spread":0.202082330408899,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004572138,0.0001842918,0.000249703,0.000009185329,0.0009375587,0.00004720304,0.0002754801,0.0002667152,0.00193576],"category_scores_gemma":[0.0001758041,0.00008945905,0.0001154235,0.0005522192,0.001272919,0.00009751043,0.0002245827,0.0001571052,0.0007738643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003498399,"about_ca_system_score_gemma":0.00004466456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001259552,"about_ca_topic_score_gemma":0.001389145,"domain_scores_codex":[0.9985889,0.0002288389,0.0002035038,0.0003189849,0.00009853448,0.0005612246],"domain_scores_gemma":[0.9992794,0.0003326881,0.00009478287,0.00007594069,0.00008324772,0.0001338721],"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":[0.0000554714,0.00064311,0.6482329,0.00001919555,0.0002135449,0.000148733,0.0009018426,0.000003328767,0.0104316,0.04834332,0.1618674,0.1291396],"study_design_scores_gemma":[0.0001652048,0.0003500076,0.4147979,0.00001463022,0.00003460732,0.00004186185,0.0007623647,0.0000321464,0.0004717842,0.003709557,0.5794523,0.0001676716],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9013307,0.007402852,0.000014077,0.05728978,0.000746772,0.0001060161,0.00004500888,0.00006793087,0.03299687],"genre_scores_gemma":[0.9801288,0.001249534,0.0002553061,0.001543919,0.002324784,0.00001130493,0.000006227746,0.000002174074,0.014478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.417585,"threshold_uncertainty_score":0.9989766,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1572614911","doi":"10.4000/belgeo.6419","title":"Failing to succeed ? The role of migration in the reproduction of social advantage amongst young graduates in Hong Kong","year":2010,"lang":"en","type":"article","venue":"BELGEO","topic":"Migration, Ethnicity, and Economy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Economic and Social Research Council; Killam Trusts; University of British Columbia; Universität Wien","keywords":"Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.01240693325612485,"gpt":0.2817538152109204,"spread":0.2693468819547955,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001964127,0.00005422171,0.0001041397,0.00007284903,0.0002178845,0.00002824591,0.0002020625,0.00005791138,0.00002332951],"category_scores_gemma":[0.0003192819,0.00003986005,0.00003877808,0.0006286277,0.0001277403,0.0002373072,0.00001713599,0.0001426607,0.000003249705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002104759,"about_ca_system_score_gemma":0.00004378895,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03229548,"about_ca_topic_score_gemma":0.5937656,"domain_scores_codex":[0.9991252,0.0001491173,0.0002592097,0.000153921,0.0001693604,0.0001431225],"domain_scores_gemma":[0.9995624,0.00008243504,0.0001284654,0.0001473695,0.00006470717,0.00001455144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001242552,0.00005270353,0.7140396,0.00000601403,0.000003078929,1.328637e-7,0.2501411,0.00003065998,0.02063847,0.01126931,0.00007412327,0.003732424],"study_design_scores_gemma":[0.0001255138,0.00002230294,0.8267652,0.00001013387,0.000007526191,3.63609e-7,0.1568652,0.0001130092,0.008524055,0.003787419,0.003694282,0.000085039],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940496,0.00006972987,0.00001098272,0.002919406,0.000160688,0.00031893,0.000002126704,0.000008303787,0.002460226],"genre_scores_gemma":[0.9994907,0.00003382763,0.00005374108,0.0000214416,0.000248946,0.00001956773,0.000004448402,0.00000374097,0.0001235576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5614702,"threshold_uncertainty_score":0.9741486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2910274605","doi":"10.4000/belgeo.30799","title":"L’émergence des géographies étudiantes : une littérature anglophone substantielle, une recherche francophone à bâtir","year":2018,"lang":"fr","type":"article","venue":"BELGEO","topic":"Historical Geography and Geographical Thought","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Francophone University Association","funders":"","keywords":"Humanities; French; Sociology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.0777656181305753,"gpt":0.3273649800011468,"spread":0.2495993618705715,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","bibliometrics","sts","research_integrity","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.00209946,0.0007216107,0.000849061,0.0004903094,0.002719085,0.0001367149,0.001059434,0.001682227,0.001804853],"category_scores_gemma":[0.0006559261,0.0007072275,0.0008493697,0.5678099,0.01265763,0.0006053175,0.0001610314,0.001553939,0.001067512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001538673,"about_ca_system_score_gemma":0.0002576626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01551566,"about_ca_topic_score_gemma":0.04182912,"domain_scores_codex":[0.9937245,0.001401986,0.000832362,0.001152123,0.00102387,0.00186512],"domain_scores_gemma":[0.9962987,0.0008531954,0.0003212258,0.0008092311,0.0008292588,0.0008884295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001930357,0.0009027865,0.01684081,0.0001843603,0.0003420466,0.000107267,0.03361976,0.000001927645,0.001027005,0.03397618,0.03708923,0.8757156],"study_design_scores_gemma":[0.0005127934,0.0005576879,0.02473454,0.0003828945,0.0001276022,0.00001051503,0.00858075,0.000008282727,0.0005044735,0.04436832,0.9192932,0.0009189342],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1049606,0.8043236,0.0005531159,0.01781185,0.009133658,0.0005565585,0.0001330631,0.0003912112,0.06213635],"genre_scores_gemma":[0.2574213,0.6936474,0.007328091,0.0009112092,0.004937831,0.00006559934,0.00002515634,0.00008951285,0.0355739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.882204,"threshold_uncertainty_score":0.9997103,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":["bibliometrics"],"domain":null,"study_design":"not_applicable","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W3120067847","doi":"10.4000/belgeo.44181","title":"L’essor des activités économiques en Arctique : impact des changements climatiques et de la mondialisation","year":2021,"lang":"fr","type":"article","venue":"BELGEO","topic":"Arctic and Russian Policy Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Forestry; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.06225934042368377,"gpt":0.4129613694044079,"spread":0.3507020289807242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001613536,0.0002451111,0.0003122633,0.00007035821,0.0007888447,0.000178339,0.0001647708,0.0002817004,0.0005723817],"category_scores_gemma":[0.0008398283,0.0002355411,0.0001868457,0.0005081207,0.0013273,0.000714267,0.000168899,0.000255713,0.000053837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009715377,"about_ca_system_score_gemma":0.0007682898,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03833639,"about_ca_topic_score_gemma":0.01376297,"domain_scores_codex":[0.9960505,0.002594644,0.0002482361,0.0002952565,0.0001603304,0.0006510396],"domain_scores_gemma":[0.9983841,0.0009888505,0.000156335,0.0001681149,0.0001053393,0.0001972379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0000488305,0.0004795408,0.2703809,0.0003134813,0.0006562463,0.00005863417,0.3826242,0.00002588814,0.000475055,0.235716,0.00667509,0.1025461],"study_design_scores_gemma":[0.0003340134,0.0001330589,0.7386332,0.000398557,0.0001395484,0.00002081032,0.01644986,0.00006041807,0.002040205,0.1398736,0.1015288,0.0003879892],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8437685,0.009573071,0.0008354803,0.02561009,0.0002928489,0.0002442058,0.00008254912,0.0001013841,0.1194919],"genre_scores_gemma":[0.9459084,0.04252245,0.004092979,0.001051786,0.0007615512,0.00005967537,0.00001194014,0.00002985281,0.005561354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4682522,"threshold_uncertainty_score":0.9680674,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2907028269","doi":"10.4000/belgeo.23322","title":"Invisible youth mobility: the Bangladesh population in Rome","year":2018,"lang":"en","type":"article","venue":"BELGEO","topic":"Italian Social Issues and Migration","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"European Commission","keywords":"Residence; Wife; Clothing; Quarter (Canadian coin); Population; Citizenship; Geography; Economic growth; Sociology; Socioeconomics; Political science; Demography; Law; Economics; Politics","retraction":null,"screen_n_in":null,"score":{"opus":0.0330893573507671,"gpt":0.322787286340141,"spread":0.289697928989374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005901227,0.00004347119,0.00006168689,0.00002773837,0.000372644,0.00005918423,0.0001114461,0.00006690114,0.0001901825],"category_scores_gemma":[0.00009847184,0.00003424664,0.00002672921,0.0006353971,0.0001412395,0.0001641136,0.00001725676,0.00005210359,0.00008637468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007727152,"about_ca_system_score_gemma":0.00003216956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04769236,"about_ca_topic_score_gemma":0.09544856,"domain_scores_codex":[0.9993188,0.0001214739,0.0001081351,0.0001074053,0.0001749108,0.0001693132],"domain_scores_gemma":[0.9997593,0.0000241449,0.00003642841,0.0001057528,0.00004573975,0.00002868325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002495168,0.0001388887,0.2964586,0.000007766123,0.00001105982,0.000001744625,0.515313,0.00000614139,0.0001060497,0.1501164,0.003689881,0.03412545],"study_design_scores_gemma":[0.0003177476,0.00009631862,0.7297896,0.00003197885,0.00001967387,1.685627e-7,0.09351987,0.00009638997,0.000127812,0.0221965,0.153559,0.0002449362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970578,0.000118681,0.00001850544,0.001119784,0.0002499324,0.0002191793,0.000004241727,0.00003580184,0.0276559],"genre_scores_gemma":[0.9969586,0.00001552011,0.00003178649,0.000210981,0.0005612135,0.000007561676,0.00001392915,0.000004330223,0.002196076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.433331,"threshold_uncertainty_score":0.9586492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1482813742","doi":"10.4000/belgeo.12812","title":"Titanic Belfast vs mémoires d’un naufrage : le patrimoine (post)industriel de la ville ne sombrera pas !","year":2014,"lang":"fr","type":"article","venue":"BELGEO","topic":"Cultural Heritage Management and Preservation","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Art; Quarter (Canadian coin); Geography; Archaeology","retraction":null,"screen_n_in":null,"score":{"opus":0.0272296110364708,"gpt":0.2135117878254508,"spread":0.18628217678898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006343496,0.0003312584,0.0003085658,0.00008292773,0.001040462,0.0006074365,0.0003295096,0.0002514036,0.00520543],"category_scores_gemma":[0.0001119531,0.0003142686,0.000172902,0.0001964181,0.0002955688,0.0006272669,0.0002194932,0.0004184753,0.000413292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000807154,"about_ca_system_score_gemma":0.00007117297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008842149,"about_ca_topic_score_gemma":0.002316509,"domain_scores_codex":[0.9980965,0.0003398528,0.0003865167,0.000353898,0.0002649318,0.0005582478],"domain_scores_gemma":[0.9989457,0.0002388103,0.0001645139,0.0003634222,0.0001467853,0.0001407426],"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":[0.000107189,0.0003715233,0.00145873,0.0002893114,0.0001730321,0.00004187944,0.006244103,0.00003703836,0.0003723393,0.7161276,0.1321672,0.1426101],"study_design_scores_gemma":[0.001031519,0.0002821336,0.006370408,0.0001394593,0.0001293459,0.000007667663,0.002227778,0.0009810847,0.0001637307,0.003119941,0.9851285,0.0004184892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4083388,0.01163683,0.0002208048,0.02915239,0.001558089,0.000578674,0.0002534153,0.0002575231,0.5480034],"genre_scores_gemma":[0.7916996,0.0006409729,0.000160039,0.001460783,0.002605426,0.00002982454,0.000246403,0.00005096574,0.2031059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8529612,"threshold_uncertainty_score":0.9999309,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4283758940","doi":"10.4000/belgeo.54897","title":"La rose kenyane face aux nouveaux défis de la mondialisation","year":2022,"lang":"fr","type":"article","venue":"BELGEO","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Musée de la Civilisation","funders":"Agence Nationale de la Recherche","keywords":"Political science; Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01656639981776577,"gpt":0.2659534159379249,"spread":0.2493870161201591,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001182619,0.0002035493,0.0001901065,0.00002344722,0.001027728,0.0001760562,0.0004481144,0.0002213227,0.01036478],"category_scores_gemma":[0.00009688441,0.00009135887,0.0001305362,0.001277538,0.0002134574,0.0001699671,0.0004485731,0.0005988631,0.0004169755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000290743,"about_ca_system_score_gemma":0.0001194427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003071871,"about_ca_topic_score_gemma":0.0001808967,"domain_scores_codex":[0.9970949,0.001178583,0.000230296,0.0003577158,0.0005531515,0.0005853025],"domain_scores_gemma":[0.9990826,0.0005050304,0.00008463997,0.00006727383,0.00005947301,0.0002010117],"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":[0.00009553783,0.0008102519,0.02985561,0.00005549973,0.00009453478,0.0003008258,0.004025265,0.0003120528,0.04269773,0.05178033,0.5197236,0.3502488],"study_design_scores_gemma":[0.0001515439,0.0001873895,0.2169775,0.00001247484,0.00001550336,0.00008788183,0.002375913,0.00007087993,0.0005762838,0.002247281,0.7770689,0.0002284641],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8454871,0.01080972,0.00001883781,0.1104844,0.0007644998,0.0004846492,0.0002063453,0.0001177635,0.03162672],"genre_scores_gemma":[0.8506037,0.001866105,0.0001018209,0.0008342114,0.0004872158,0.00008736822,0.0002816228,0.000003064048,0.1457349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3500203,"threshold_uncertainty_score":0.9905399,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4396878055","doi":"10.4000/11nyt","title":"À Bruxelles, une propriété locative morcelée essentiellement au sein des classes intermédiaires et supérieures","year":2024,"lang":"fr","type":"article","venue":"BELGEO","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"International Game Technology (Canada)","funders":"","keywords":"Medicine; Mathematics; Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.06338992583979931,"gpt":0.3852199115340978,"spread":0.3218299856942985,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001146033,0.0003062783,0.0003346314,0.0001707821,0.00111266,0.0005373352,0.0003627817,0.0002090504,0.001474093],"category_scores_gemma":[0.0001354375,0.0002977816,0.0001803445,0.001875196,0.001313039,0.0006916996,0.0001477495,0.0003685993,0.0006946036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006296795,"about_ca_system_score_gemma":0.002290535,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1556286,"about_ca_topic_score_gemma":0.4270692,"domain_scores_codex":[0.9969374,0.0005269448,0.0005473461,0.0005787642,0.0006461671,0.0007634036],"domain_scores_gemma":[0.9988487,0.0002453504,0.0001299544,0.0002643099,0.0002240106,0.0002876703],"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":[0.00003210382,0.0004254474,0.02333973,0.001978966,0.0002138186,0.00005531962,0.233321,0.00005429371,0.00008583269,0.4846517,0.2211051,0.03473675],"study_design_scores_gemma":[0.0003032985,0.000305026,0.03510471,0.001252359,0.0001947217,0.000009285868,0.04163995,0.0005875326,0.0005531266,0.05864454,0.860876,0.0005294427],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.642163,0.1836955,0.004216008,0.06772327,0.009045104,0.001540595,0.0001518798,0.0004137221,0.09105094],"genre_scores_gemma":[0.8426614,0.03081737,0.0002724599,0.0005742851,0.001298966,0.0000563149,0.00004872814,0.00003940416,0.124231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6397709,"threshold_uncertainty_score":0.9999474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1841273164","doi":"10.4000/belgeo.6763","title":"Quand tout ne tient qu’à un pont ! Réfection d’ouvrage et dysfonctionnements urbains à Douala","year":2010,"lang":"fr","type":"article","venue":"BELGEO","topic":"African Studies and Ethnography","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Berger (Canada)","funders":"","keywords":"Humanities; Political science; Habilitation; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.02886313814540589,"gpt":0.2935445746829108,"spread":0.264681436537505,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008447019,0.0002598472,0.0002766202,0.0001149712,0.001595946,0.0001063094,0.0002152185,0.0002531439,0.001915043],"category_scores_gemma":[0.0001046466,0.0002552551,0.000232927,0.001543599,0.0006600051,0.0002960884,0.0001375357,0.0005172862,0.0003762219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001309475,"about_ca_system_score_gemma":0.0001061822,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01440122,"about_ca_topic_score_gemma":0.01896327,"domain_scores_codex":[0.9977536,0.0002243611,0.0003472164,0.0004399784,0.000551252,0.000683605],"domain_scores_gemma":[0.9989885,0.0001129974,0.0002040252,0.0002874383,0.0001465804,0.0002604605],"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":[0.0001307319,0.002250183,0.07134052,0.0001178954,0.0008008675,0.0000438436,0.1525664,0.00004182032,0.001198366,0.3530099,0.1284706,0.2900288],"study_design_scores_gemma":[0.0006178211,0.0002539192,0.04301521,0.00003514981,0.0001117869,0.00000318444,0.01244008,0.00005389153,0.00003914027,0.002003842,0.9410985,0.0003274723],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8146256,0.004497451,0.0009803605,0.01533789,0.01556787,0.0005293145,0.000057112,0.000149933,0.1482544],"genre_scores_gemma":[0.9781101,0.001619229,0.0003281191,0.0008225942,0.001082096,0.00004832996,0.00001244839,0.00002576012,0.01795131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8126279,"threshold_uncertainty_score":0.99999,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2258627316","doi":"10.4000/belgeo.16018","title":"Phénomènes d’érosion fluviale et conditions hydrodynamiques de la rivière Saint-Maurice, Québec, Canada","year":2002,"lang":"fr","type":"article","venue":"BELGEO","topic":"Underground infrastructure and sustainability","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Geography; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.0038002779072547,"gpt":0.2061129415536762,"spread":0.2023126636464215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002539853,0.0003377645,0.000308729,0.00007682804,0.000296706,0.0001154395,0.0002202573,0.0002866635,0.003858723],"category_scores_gemma":[0.0001845447,0.0003762716,0.00011825,0.0004173906,0.0002077832,0.0003533233,0.00006762629,0.0005650573,0.00004724016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002989726,"about_ca_system_score_gemma":0.0007122054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9265909,"about_ca_topic_score_gemma":0.9482661,"domain_scores_codex":[0.9981357,0.0003092884,0.000359738,0.0003162653,0.0002195849,0.0006593625],"domain_scores_gemma":[0.9986632,0.0005221479,0.00006050454,0.0004100384,0.00009066443,0.000253398],"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":[0.00001754435,0.0004931982,0.06520533,0.001453929,0.0003506551,0.0004692096,0.004886364,0.08182056,0.003154317,0.0738795,0.741764,0.02650539],"study_design_scores_gemma":[0.0003816244,0.00005526646,0.03706848,0.00008643173,0.00008823181,0.00009909567,0.0004767182,0.0639777,0.000440479,0.01060607,0.8861915,0.0005284204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.853581,0.02533477,0.007297172,0.01731056,0.001717265,0.0005390339,0.0003777817,0.0004400913,0.09340236],"genre_scores_gemma":[0.9848959,0.0007861271,0.00111745,0.0007352937,0.0002939795,0.00003355262,0.00005074321,0.00005995204,0.01202696],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1444275,"threshold_uncertainty_score":0.9998689,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2287592777","doi":"10.4000/belgeo.15738","title":"Using financial statement data as economic indicators for urban governance: the case of Antwerp","year":2002,"lang":"en","type":"article","venue":"BELGEO","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Transport Canada","funders":"","keywords":"Construct (python library); Dimension (graph theory); Statement (logic); Order (exchange); Process (computing); Corporate governance; Point (geometry); Regional science; Business; Finance; Political science; Computer science; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.08771656998196092,"gpt":0.3586034239489456,"spread":0.2708868539669846,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003891976,0.00006162775,0.00009458217,0.00001189597,0.0003468314,0.00003119076,0.0003012398,0.00004614823,0.0003304657],"category_scores_gemma":[0.000148457,0.00005035719,0.00002989675,0.0001861785,0.0001241702,0.0002586357,0.0000698029,0.00003378537,0.00001708873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001718749,"about_ca_system_score_gemma":0.0001367862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004134414,"about_ca_topic_score_gemma":0.00173285,"domain_scores_codex":[0.9992205,0.00003770233,0.0002107773,0.0001712741,0.0001523946,0.0002073717],"domain_scores_gemma":[0.9994032,0.00005974959,0.0002201636,0.0002652622,0.00001299098,0.00003863539],"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":[0.00006524912,0.0002724216,0.03311507,0.00004796387,0.00005199042,0.00006662078,0.01293084,0.0003008664,0.0000346703,0.5984466,0.2644345,0.0902332],"study_design_scores_gemma":[0.0005678544,0.00006341332,0.001780917,0.00002240691,0.00004554605,0.000005632391,0.001244975,0.006507151,0.0002405974,0.001271529,0.988088,0.0001620464],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871829,0.001280764,0.001771084,0.001257262,0.0006639343,0.0007885935,0.0007503185,0.00002216686,0.006282943],"genre_scores_gemma":[0.9981398,0.000720241,0.0001679811,0.000168462,0.0002100601,0.000007182638,0.00001276772,0.000006240817,0.0005672937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7236534,"threshold_uncertainty_score":0.6250025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403466751","doi":"10.4000/12ihd","title":"L’émigration des médecins, en particulier vers la France, et la desserte médicale au Maghreb ","year":2024,"lang":"fr","type":"article","venue":"BELGEO","topic":"Multiculturalism, Politics, Migration, Gender","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.0742471137099761,"gpt":0.4109817400910621,"spread":0.336734626381086,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001276367,0.0003008906,0.0002541355,0.00008707662,0.0004692922,0.0005216885,0.0002695874,0.0004382321,0.0007439568],"category_scores_gemma":[0.0003525166,0.0002782996,0.0001933302,0.0008745223,0.001654288,0.0009226353,0.00006019032,0.0003878479,0.001390374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008188006,"about_ca_system_score_gemma":0.001419792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008011756,"about_ca_topic_score_gemma":0.01284649,"domain_scores_codex":[0.996565,0.001188948,0.0004201463,0.0004960505,0.0005906407,0.0007392353],"domain_scores_gemma":[0.9984333,0.0007464309,0.00007845633,0.0002472085,0.000157823,0.0003368116],"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":[0.00001482596,0.0003262128,0.05042054,0.0004138424,0.0002418954,0.0001019042,0.2313093,0.0002496211,0.0008556899,0.6180522,0.05570048,0.04231343],"study_design_scores_gemma":[0.0002852269,0.00003077212,0.08801121,0.0002680747,0.0001369905,0.00001515723,0.005077738,0.001717453,0.00032389,0.001411264,0.9023815,0.0003407322],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.912909,0.01223444,0.001023612,0.01782558,0.002671177,0.0004622667,0.0001106574,0.0002968247,0.05246643],"genre_scores_gemma":[0.7365907,0.003383436,0.001187426,0.002241693,0.001082491,0.00005005667,0.00006588034,0.00004946635,0.2553489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.846681,"threshold_uncertainty_score":0.9999669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4252648364","doi":"10.4000/belgeo.11790","title":"Bavoux j.j., Beaucire f., Chapelon I., Zembri P., Géographie des transports","year":2006,"lang":"fr","type":"article","venue":"BELGEO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ministère des Transports","funders":"","keywords":"Humanities; Philosophy; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.0242906372744706,"gpt":0.2268209437771959,"spread":0.2025303065027254,"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":[0.0004603035,0.0003637224,0.0004722922,0.0001107975,0.001926664,0.0001067845,0.0003240647,0.0003733964,0.0009153264],"category_scores_gemma":[0.00003734924,0.0003977951,0.0004110387,0.002637788,0.004821976,0.000373901,0.00003976503,0.0002649745,0.0003429296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002855521,"about_ca_system_score_gemma":0.0001173017,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1228323,"about_ca_topic_score_gemma":0.1406001,"domain_scores_codex":[0.9971236,0.0001735984,0.0004701288,0.0004975721,0.0006356354,0.001099457],"domain_scores_gemma":[0.9991312,0.0001058488,0.0001575818,0.0002241252,0.0001528571,0.0002283985],"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":[0.00001202689,0.0005180026,0.03834015,0.0001468463,0.000121687,0.0001141271,0.01314814,0.00001581381,0.0000462832,0.7198424,0.08334655,0.144348],"study_design_scores_gemma":[0.0002958052,0.00005797519,0.1732449,0.0001232309,0.0001095354,0.000002528867,0.001208795,0.000005754737,0.00003179648,0.06588621,0.7586013,0.0004321444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2574527,0.3492779,0.000140469,0.006156852,0.004054666,0.0004128786,0.0000598955,0.0002377436,0.3822069],"genre_scores_gemma":[0.8244595,0.0221319,0.0004174407,0.0003251965,0.00292351,0.0000354937,0.00002935281,0.00004663754,0.149631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6752548,"threshold_uncertainty_score":0.999998,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4312520732","doi":"10.4000/belgeo.55418","title":"Patrimonialisation d’objets de nature : le cas des Terres d’Espérance à Québec","year":2022,"lang":"fr","type":"article","venue":"BELGEO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Political science; Humanities; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.02913413789774398,"gpt":0.2786321442878725,"spread":0.2494980063901285,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0006535307,0.0001701834,0.0002242065,0.00004365421,0.00402666,0.00005302852,0.0003238391,0.0001883991,0.0006766953],"category_scores_gemma":[0.0002549089,0.0002019158,0.0001544852,0.001053552,0.000955291,0.000211512,0.0001690383,0.0005597641,0.00004218975],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002116253,"about_ca_system_score_gemma":0.001199216,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7197704,"about_ca_topic_score_gemma":0.5759722,"domain_scores_codex":[0.9978877,0.0005464083,0.0002209156,0.0002867543,0.0004786249,0.0005795723],"domain_scores_gemma":[0.9993569,0.0001725718,0.0001367259,0.0001374615,0.00007156048,0.0001247942],"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":[0.00004171933,0.0004661117,0.09274656,0.00008640892,0.0001693613,0.00009149595,0.3655779,0.0003434779,0.00007897994,0.2534136,0.1500975,0.1368869],"study_design_scores_gemma":[0.0002527662,0.00007650941,0.04803659,0.00001937466,0.00003814596,0.000003912317,0.01680585,0.00006885774,0.00003463669,0.01534669,0.9190732,0.0002434917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4717764,0.4139091,0.00008003786,0.03573794,0.004615065,0.000333356,0.0001053183,0.0001276886,0.07331512],"genre_scores_gemma":[0.9437386,0.002701204,0.0001792171,0.0008999374,0.001163253,0.00007517455,0.000007848187,0.000019237,0.05121547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7689757,"threshold_uncertainty_score":0.99727,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2267834334","doi":"10.4000/belgeo.16070","title":"Editorial: Cities and Sustainable Development","year":2002,"lang":"en","type":"editorial","venue":"BELGEO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Sustainable development; Environmental planning; Business; Environmental science; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.01556428764517403,"gpt":0.2486137397307607,"spread":0.2330494520855866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009088694,0.0002443981,0.0003923038,0.00008539993,0.002151642,0.0002825707,0.0002727925,0.0009122144,0.000174466],"category_scores_gemma":[0.001892278,0.0002511829,0.00006043824,0.0003618757,0.0005191292,0.0001400287,0.0002131071,0.0004567718,0.00005913322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007377196,"about_ca_system_score_gemma":0.0008565621,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01318434,"about_ca_topic_score_gemma":0.004513416,"domain_scores_codex":[0.9972174,0.0001254998,0.0002420523,0.0003354337,0.001304981,0.0007746048],"domain_scores_gemma":[0.9985685,0.0005334952,0.0001263751,0.0001173282,0.0005027156,0.0001515296],"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":[0.000002743685,0.00001602144,0.00001274566,0.00005802451,0.00004463457,0.000006887852,0.02071147,2.282539e-8,2.668679e-8,0.008123098,0.9697489,0.001275383],"study_design_scores_gemma":[0.0001674318,0.00001916168,0.00001202142,0.00003425051,0.00002344811,1.740707e-8,0.008322357,6.14554e-8,3.709847e-7,0.001534422,0.9895809,0.0003055849],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00001227769,0.0143073,0.000002302135,0.000126111,0.8560423,0.0002152213,0.00001229583,0.0001156154,0.1291666],"genre_scores_gemma":[0.00002356868,0.006022497,0.00005553473,0.00001229836,0.7663432,0.0000503837,0.00002140303,0.00002044291,0.2274507],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.09828409,"threshold_uncertainty_score":0.999994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1563368040","doi":"10.4000/belgeo.12295","title":"Une géographie des mouvements de jeunesse en Belgique francophone","year":2005,"lang":"fr","type":"article","venue":"BELGEO","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Francophone University Association","funders":"","keywords":"Political science; Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.02371026131732773,"gpt":0.3415638033631057,"spread":0.3178535420457779,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008129536,0.000168233,0.0001623371,0.00005963302,0.0007214138,0.00008754652,0.0003023217,0.0002074244,0.001582796],"category_scores_gemma":[0.0001743657,0.0001857604,0.0001063231,0.002443053,0.001018933,0.0006848899,0.00004717378,0.0003552647,0.0009220179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002078564,"about_ca_system_score_gemma":0.0004113319,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09432422,"about_ca_topic_score_gemma":0.06767554,"domain_scores_codex":[0.9982537,0.0003587854,0.0002531348,0.0002123031,0.0003222826,0.0005998088],"domain_scores_gemma":[0.9988376,0.0004747162,0.0001482166,0.0001802924,0.0001124965,0.0002466021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003278234,0.001385452,0.07883793,0.000151034,0.0002102248,0.000009448818,0.1909876,0.0003827393,0.0004259706,0.2242679,0.1055529,0.397756],"study_design_scores_gemma":[0.0001939785,0.00003595695,0.09590998,0.00008640491,0.00003855403,0.000004518248,0.0164779,0.00002226102,0.0001816678,0.01365883,0.8731867,0.0002032472],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.750196,0.02852022,0.00007509228,0.194683,0.001594051,0.0001753454,0.00002713557,0.00004422911,0.02468492],"genre_scores_gemma":[0.8786885,0.03296805,0.003445574,0.003739922,0.004465699,0.0000432775,0.00001510782,0.00002785806,0.07660608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7676337,"threshold_uncertainty_score":0.9998559,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4214920629","doi":"10.4000/belgeo.52842","title":"Disciplinary chasm: questions on identification and mending","year":2021,"lang":"en","type":"article","venue":"BELGEO","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Mary's University","funders":"","keywords":"Scholarship; Positivism; Discipline; Meaning (existential); Value (mathematics); Epistemology; Identification (biology); Sociology; Positive economics; Social science; Political science; Law; Economics; Computer science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.0454728429777382,"gpt":0.3799943749204186,"spread":0.3345215319426804,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001854377,0.00004982058,0.00005553443,0.00008630069,0.001039947,0.0001436582,0.00007251614,0.00003672695,0.0003191568],"category_scores_gemma":[0.0001643738,0.00005475024,0.00003422323,0.000441849,0.0001361428,0.000219637,0.00004560981,0.00008794846,0.0001107758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003373808,"about_ca_system_score_gemma":0.0000303851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003572497,"about_ca_topic_score_gemma":0.007719395,"domain_scores_codex":[0.9993529,0.00007214535,0.0001041144,0.0001757445,0.0001562182,0.0001388248],"domain_scores_gemma":[0.9996052,0.00008997651,0.00004196036,0.0001249159,0.00007455586,0.00006337788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00001257896,0.0002954505,0.0102284,0.00001364756,0.00004932955,0.00002794341,0.02094073,0.00001509747,0.0082403,0.9491871,0.006858367,0.004131031],"study_design_scores_gemma":[0.0002928628,0.0001178476,0.7094181,0.0001551659,0.00008809967,0.00001614181,0.07183616,0.00009258921,0.00131918,0.0439613,0.1722529,0.0004496819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9101202,0.0007543704,0.00002757783,0.01710337,0.0007106839,0.0001366102,0.00001266101,0.0001302963,0.07100423],"genre_scores_gemma":[0.9898242,0.0002270973,0.0001294213,0.00007107988,0.0001325612,0.00001861528,0.0000110388,0.000005191644,0.009580839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9052258,"threshold_uncertainty_score":0.7998535,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3021056111","doi":"10.4000/belgeo.36827","title":"Compte rendu : Trois ouvrages récents en langue française sur la thématique des frontières","year":2020,"lang":"fr","type":"article","venue":"BELGEO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec","funders":"","keywords":"Humanities; Art; Political science","retraction":null,"screen_n_in":null,"score":{"opus":0.03302000772056428,"gpt":0.2521855657404903,"spread":0.219165558019926,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000374185,0.0002821106,0.0004827524,0.00002931781,0.0007325981,0.0001105218,0.0004383583,0.000292448,0.001423209],"category_scores_gemma":[0.0006138883,0.0002841807,0.0002197635,0.0007477748,0.001047082,0.0003183327,0.0001737566,0.0003525258,0.0005209298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001612177,"about_ca_system_score_gemma":0.0001237926,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07493446,"about_ca_topic_score_gemma":0.03237137,"domain_scores_codex":[0.9975575,0.0006944541,0.0003165769,0.0003675774,0.0004654489,0.0005984047],"domain_scores_gemma":[0.9988218,0.0004847363,0.0001277379,0.0001405732,0.0001070602,0.0003181022],"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":[0.00002571577,0.0002417516,0.03377954,0.0002053044,0.0002882183,0.0001030666,0.2718104,0.00001528259,0.00006102001,0.05268033,0.5863785,0.05441093],"study_design_scores_gemma":[0.0004618988,0.00007320194,0.06178176,0.0001205901,0.00007665224,7.56543e-7,0.004701246,0.00008692121,0.00004088278,0.001662515,0.9306735,0.0003200177],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2970718,0.3570305,0.0004783685,0.05074221,0.003824581,0.0006668165,0.0003166483,0.0004147504,0.2894543],"genre_scores_gemma":[0.9284809,0.01893814,0.0007577486,0.001290435,0.0021975,0.00003045785,0.0000164487,0.00004422104,0.04824417],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.631409,"threshold_uncertainty_score":0.999961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1624673155","doi":"10.4000/belgeo.11298","title":"Études d’impacts de projets routiers et protection des ressources forestières en milieu de savane africaine : l’exemple du Niger","year":2007,"lang":"fr","type":"article","venue":"BELGEO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Impact","funders":"","keywords":"Humanities; Geography; Political science; Forestry; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.03770354263738488,"gpt":0.2873532775981402,"spread":0.2496497349607553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003710274,0.0003236124,0.000374247,0.0001263254,0.001800477,0.0001467444,0.0003002284,0.0003887865,0.0001122184],"category_scores_gemma":[0.002384179,0.0003181787,0.0001813698,0.001326683,0.001585475,0.0003895306,0.00009906607,0.0003940624,0.00004078693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001502366,"about_ca_system_score_gemma":0.0003112754,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.113769,"about_ca_topic_score_gemma":0.175637,"domain_scores_codex":[0.9966103,0.0006313805,0.0003905382,0.0003855914,0.0005665784,0.001415607],"domain_scores_gemma":[0.9985312,0.0005359284,0.0001961045,0.0001708598,0.0001698042,0.0003960769],"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":[0.0001906113,0.0006090708,0.1219078,0.0002707901,0.0003171646,0.0001185903,0.7446902,0.0001490611,0.0007187556,0.04650712,0.01288301,0.07163783],"study_design_scores_gemma":[0.0005800758,0.0004405044,0.3139326,0.0002811064,0.0001229378,0.0000154207,0.02742174,0.000126443,0.0006441708,0.02089634,0.6349705,0.0005681156],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8962625,0.04149207,0.001856224,0.01165817,0.000822903,0.0009125153,0.00002632138,0.0002151621,0.04675414],"genre_scores_gemma":[0.9826537,0.005060252,0.002289903,0.0004449711,0.001354784,0.00006747514,0.000004902132,0.00003831492,0.008085662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7172685,"threshold_uncertainty_score":0.999927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4230850223","doi":"10.4000/belgeo.36757","title":"Evaluateurs – Referees","year":2020,"lang":"fr","type":"article","venue":"BELGEO","topic":"European Socioeconomic and Political Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Computer science","retraction":null,"screen_n_in":null,"score":{"opus":0.1370975579029449,"gpt":0.2535846502716136,"spread":0.1164870923686688,"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":[0.0003115619,0.0002167459,0.0005172116,0.00003074476,0.0001570636,0.00007623681,0.0002762167,0.0001323354,0.006380332],"category_scores_gemma":[0.000278101,0.0002886089,0.0002031938,0.0002404925,0.0002675711,0.0001546796,0.0001974323,0.0002738163,0.04395004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001087283,"about_ca_system_score_gemma":0.00002055815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00015331,"about_ca_topic_score_gemma":0.000007974103,"domain_scores_codex":[0.9982383,0.00004999497,0.0006219457,0.0005027255,0.00003170936,0.0005553446],"domain_scores_gemma":[0.9991824,0.0001027178,0.0001916666,0.0002193191,0.00002885482,0.0002750266],"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":[0.00001459152,0.00005666954,0.07518342,0.0001115867,0.0001775635,0.00001390921,0.001567335,0.00001864548,9.860115e-7,0.7751789,0.1341073,0.01356905],"study_design_scores_gemma":[0.0004402726,0.0001446242,0.02105177,0.00002137096,0.00002662599,0.000001852524,0.0002720311,0.0006010712,0.000009719259,0.01219317,0.9649039,0.0003335819],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1270785,0.2284334,0.0003617987,0.1523859,0.002606785,0.0002192746,0.0007909181,0.00008232559,0.4880411],"genre_scores_gemma":[0.7297385,0.0231911,0.000922461,0.02908189,0.003478129,0.00001790997,0.00003680045,0.0001149264,0.2134182],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8307966,"threshold_uncertainty_score":0.9999566,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2302527631","doi":"10.4000/belgeo.15754","title":"La géopolitique matérialiste, ou la tentation modélisatrice. Survivance contemporaine de vieilles chimères","year":2001,"lang":"fr","type":"article","venue":"BELGEO","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; Université du Québec à Montréal","funders":"","keywords":"Humanities; Art; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.05707393814537973,"gpt":0.316285202082994,"spread":0.2592112639376143,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001381822,0.0002683635,0.0004012496,0.00006778486,0.0007490886,0.0001716077,0.0002898517,0.0003692822,0.0002955724],"category_scores_gemma":[0.0006149136,0.0002849041,0.000188797,0.00110662,0.001353842,0.0003556191,0.00007244923,0.0002780321,0.0001020191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004519342,"about_ca_system_score_gemma":0.0002647934,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.09006271,"about_ca_topic_score_gemma":0.03412069,"domain_scores_codex":[0.9968034,0.001349805,0.0003919072,0.0003390345,0.0004307745,0.0006850546],"domain_scores_gemma":[0.9983689,0.0008605334,0.000220612,0.0001648252,0.0001617114,0.0002233868],"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":[0.00003054481,0.0002162114,0.0127491,0.00006625449,0.00010289,0.00009844652,0.02422526,0.00002528672,0.00002492935,0.905699,0.03554514,0.02121697],"study_design_scores_gemma":[0.0006212479,0.00004841291,0.02518122,0.00009516221,0.00005261156,0.00001149352,0.01087588,0.00007733305,0.00001521637,0.03579202,0.9268885,0.0003409149],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1165498,0.08759625,0.001005719,0.02216356,0.003017531,0.000527191,0.0001288748,0.0001969118,0.7688141],"genre_scores_gemma":[0.8750994,0.03796097,0.0003755214,0.0006704546,0.002352121,0.00005166479,0.00002131749,0.00003529233,0.08343327],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8913434,"threshold_uncertainty_score":0.9999603,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3108564409","doi":"10.4000/belgeo.48368","title":"Les enjeux érosifs dans le vignoble patrimonial à fortes pentes de Banyuls-sur-Mer (France)","year":2021,"lang":"fr","type":"article","venue":"BELGEO","topic":"3D Surveying and Cultural Heritage","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"GDG Environnement","funders":"","keywords":"Geography; Geology","retraction":null,"screen_n_in":null,"score":{"opus":0.03437802356282947,"gpt":0.2323359143525997,"spread":0.1979578907897702,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005078102,0.0003255675,0.000365509,0.00002963368,0.000832128,0.0002569714,0.0003221266,0.0002525395,0.008192065],"category_scores_gemma":[0.0001684045,0.0003048692,0.0002430068,0.0006563689,0.0002544946,0.0004240901,0.00004569388,0.000361737,0.0007343697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002319747,"about_ca_system_score_gemma":0.0004623389,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06076888,"about_ca_topic_score_gemma":0.03666934,"domain_scores_codex":[0.9974341,0.0004077804,0.0003712298,0.0005338895,0.0003465287,0.000906406],"domain_scores_gemma":[0.9988149,0.0002762449,0.0001050332,0.000323837,0.0001684594,0.0003115534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002542137,0.0001431085,0.8606128,0.0001561809,0.00006849162,0.0002980766,0.001852116,0.0004405355,0.00296706,0.0004079582,0.009185771,0.1238426],"study_design_scores_gemma":[0.0007025652,0.0001769243,0.7446904,0.0002354656,0.00007577497,0.0001822098,0.003527705,0.001819388,0.006827744,0.000658762,0.2405018,0.0006012674],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8615377,0.1196996,0.0002569034,0.003612934,0.001625706,0.0001454524,0.0005654953,0.00008883241,0.01246736],"genre_scores_gemma":[0.9220666,0.002685733,0.001293794,0.0003582053,0.0005718083,0.00000440111,0.0003734363,0.00001708938,0.07262896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.231316,"threshold_uncertainty_score":0.9999403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2279399596","doi":"10.4000/belgeo.15712","title":"Reflections on the changing nature of administrative space","year":2002,"lang":"en","type":"article","venue":"BELGEO","topic":"Local Government Finance and Decentralization","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Restructuring; Globalization; State (computer science); Public sector; Independence (probability theory); Government (linguistics); Political science; Economic system; Political economy; Public administration; Economic growth; Economics; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.0896087905200998,"gpt":0.384132711915037,"spread":0.2945239213949372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001184107,0.00003190468,0.00003760134,0.0000164885,0.0002977336,0.0000136715,0.00007042931,0.00005476772,0.0004057439],"category_scores_gemma":[0.0001312742,0.00002241,0.00002328356,0.0006377675,0.00006526966,0.00005075018,0.000007048106,0.00007898865,0.00003216796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003494137,"about_ca_system_score_gemma":0.0000141815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006223946,"about_ca_topic_score_gemma":0.0002800031,"domain_scores_codex":[0.9995092,0.00004290644,0.00004966292,0.00006353755,0.0002179069,0.0001167887],"domain_scores_gemma":[0.9997774,0.00006626401,0.00004443923,0.00006912394,0.0000249018,0.00001781094],"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":[0.000003104029,0.00003925538,0.0004378527,0.000001180573,0.000004157855,5.993543e-7,0.01262557,0.000004976221,0.00005309309,0.9790512,0.006959178,0.0008198131],"study_design_scores_gemma":[0.0001701343,0.0001481228,0.003917783,0.00005801589,0.00001463137,4.364036e-7,0.02455774,0.0001413861,0.00607775,0.005478719,0.9592944,0.0001409124],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1002216,0.0003133518,0.0003353341,0.02251965,0.0003183453,0.0002343836,0.000008391987,0.00003891552,0.8760101],"genre_scores_gemma":[0.990262,0.0002134798,0.00002563445,0.0004872315,0.00008868128,0.000004706583,5.421642e-7,0.000002139764,0.008915609],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9735725,"threshold_uncertainty_score":0.4442611,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}