{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":57,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":57,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"387927ba1e15","filters":{"venue":"Développement durable et territoires"}},"results":[{"id":"W2073689656","doi":"10.4000/developpementdurable.4262","title":"Conceptions des inégalités écologiques dans cinq pays européens : quelle place dans les politiques de développement urbain durable ?","year":2007,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Humanities; Political science; Geography; Philosophy","authors":[{"name":"Lydie Laigle","is_ca":true},{"name":"Mélanie Tual","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07641777284689745,"gpt":0.3480007460585211,"spread":0.2715829732116237,"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":[0.004274966,0.0009705739,0.0009526853,0.0002742294,0.004356872,0.0004359543,0.001020418,0.0006692522,0.001098296],"category_scores_gemma":[0.0007610702,0.001012885,0.0004309471,0.001077079,0.004114377,0.0007772151,0.0004400684,0.0008784859,0.000100834],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009285895,"about_ca_system_score_gemma":0.001081324,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.143911,"about_ca_topic_score_gemma":0.4609417,"domain_scores_codex":[0.9915129,0.001659201,0.001493973,0.001098477,0.00117798,0.003057451],"domain_scores_gemma":[0.9965492,0.001049145,0.000541291,0.0005315831,0.000534969,0.0007937836],"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":[0.00006870125,0.001052175,0.1601482,0.0002996157,0.0004899558,0.0002389711,0.3376203,0.0001330756,0.002456038,0.3425872,0.1478689,0.007036841],"study_design_scores_gemma":[0.001090484,0.0005457491,0.1664279,0.0007061206,0.0002190046,0.00002036157,0.1519171,0.00009420347,0.004695086,0.03508274,0.6377713,0.001430033],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5156071,0.03385186,0.0204844,0.1531998,0.003566441,0.002100403,0.000443752,0.001140705,0.2696056],"genre_scores_gemma":[0.7603698,0.08128842,0.01579337,0.002375614,0.001691215,0.000314624,0.0001401742,0.0001695906,0.1378572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4899024,"threshold_uncertainty_score":0.9998148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1974475123","doi":"10.4000/developpementdurable.8522","title":"Le paysage en politique","year":2010,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":24,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Anne Sgard","is_ca":false},{"name":"Marie-José Fortin","is_ca":true},{"name":"Véronique Peyrache-Gadeau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02206671387593949,"gpt":0.2822424347423403,"spread":0.2601757208664008,"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":[0.001096321,0.0003670664,0.0004266563,0.00009258155,0.001387209,0.0002689201,0.0005712908,0.0004069098,0.00138216],"category_scores_gemma":[0.0003973173,0.000396496,0.0001896597,0.0004396926,0.001195541,0.0004171693,0.0002154168,0.0007817677,0.0002301608],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004261398,"about_ca_system_score_gemma":0.001102642,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1478197,"about_ca_topic_score_gemma":0.4116782,"domain_scores_codex":[0.9967846,0.0005193825,0.000481741,0.0004999117,0.0006319419,0.001082379],"domain_scores_gemma":[0.998719,0.0003243935,0.00016783,0.0003121475,0.0001550803,0.0003214855],"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":[0.000004384727,0.0002526738,0.002600757,0.00005155806,0.00009604043,0.00002728271,0.03130293,0.000001707241,0.0005503947,0.7716153,0.1823077,0.01118934],"study_design_scores_gemma":[0.000422538,0.00005511823,0.01531224,0.00008779841,0.00003286195,0.000002818741,0.004641811,0.00001553593,0.0005937286,0.04247892,0.9358818,0.0004748659],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03815088,0.004612119,0.0001272434,0.4976386,0.009307282,0.0004559945,0.00008162636,0.0002090055,0.4494173],"genre_scores_gemma":[0.8382691,0.01704304,0.002512579,0.003163631,0.003171539,0.0001286026,0.00003893831,0.00006529367,0.1356073],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8001183,"threshold_uncertainty_score":0.9999129,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2073756542","doi":"10.4000/developpementdurable.8540","title":"Le paysage politique pour territorialiser l’action publique et les projets de développement : le cas de l’éolien au Québec","year":2010,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Marie-José Fortin","is_ca":false},{"name":"Anne-Sophie Devanne","is_ca":false},{"name":"Sophie Le Floch","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04722852493251027,"gpt":0.3291115650552138,"spread":0.2818830401227035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003165174,0.0006945188,0.0006795308,0.0002282606,0.002779033,0.0006453027,0.000801785,0.0008148354,0.0002853957],"category_scores_gemma":[0.0008485978,0.0007557176,0.0003118698,0.0005124749,0.001018848,0.001149009,0.0003257002,0.001333346,0.00003339893],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006053303,"about_ca_system_score_gemma":0.02298793,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9680101,"about_ca_topic_score_gemma":0.9851129,"domain_scores_codex":[0.9938251,0.001420432,0.0008982581,0.0008635522,0.0009082845,0.002084421],"domain_scores_gemma":[0.997661,0.0003963617,0.0004616515,0.0004556118,0.0003888342,0.0006365538],"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":[0.00004760442,0.001150633,0.09266371,0.0002303965,0.0003343869,0.00006595373,0.1403207,0.000029744,0.003470173,0.4715595,0.2830175,0.007109732],"study_design_scores_gemma":[0.001190412,0.0001239273,0.131775,0.0002105406,0.00007978744,0.00001684276,0.01201784,0.00005398462,0.003895732,0.02026793,0.829467,0.0009009841],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2451456,0.001444446,0.0008310363,0.6887969,0.006954338,0.0009820223,0.0001091703,0.0003016968,0.0554348],"genre_scores_gemma":[0.9510406,0.006236657,0.004090154,0.00307582,0.004420751,0.0005958522,0.00008129233,0.0001205863,0.03033827],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7058951,"threshold_uncertainty_score":0.9994894,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2958571824","doi":"10.4000/developpementdurable.14449","title":"Culture du paysage, gouvernance territoriale et mise en tourisme dans des montagnes rurales de l’Asie méridionale (Népal, Inde, Chine, Laos, Vietnam)","year":2019,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"Vietnamese History and Culture Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Political science; Geography; Art","authors":[{"name":"Évelyne Gauché","is_ca":false},{"name":"Steve Déry","is_ca":true},{"name":"Pierre Dérioz","is_ca":false},{"name":"Olivier Ducourtieux","is_ca":false},{"name":"Marie‐Anne Germaine","is_ca":false},{"name":"Frédéric Landy","is_ca":false},{"name":"Maud Loireau","is_ca":false},{"name":"Laura Verdelli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01252624412128198,"gpt":0.2715716131612093,"spread":0.2590453690399273,"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":[0.001294381,0.0008625067,0.0008797897,0.0001306474,0.002318332,0.0003468118,0.00104101,0.000505986,0.001170271],"category_scores_gemma":[0.000314797,0.000773723,0.0004451758,0.0006551468,0.0008877403,0.001484321,0.0003329938,0.000811693,0.0002263208],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001781867,"about_ca_system_score_gemma":0.0008302797,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005292301,"about_ca_topic_score_gemma":0.04987749,"domain_scores_codex":[0.9943121,0.001404619,0.0008172453,0.0009919682,0.001133656,0.001340411],"domain_scores_gemma":[0.9982321,0.0001758863,0.0004896009,0.0005223147,0.0001876938,0.0003923558],"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":[0.0000954285,0.0007248229,0.1610672,0.0004626795,0.0003525988,0.0001112758,0.2641878,0.0002031698,0.003828925,0.01300961,0.5529124,0.003044085],"study_design_scores_gemma":[0.001346478,0.0002314601,0.04652605,0.001022225,0.0001530641,0.00002441393,0.04540991,0.00003280404,0.0007186945,0.005624851,0.8978469,0.001063118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6500288,0.04421603,0.0002199366,0.1899865,0.01400296,0.001919353,0.0007171087,0.0004374571,0.09847184],"genre_scores_gemma":[0.70635,0.04044686,0.003276228,0.001721118,0.004733933,0.0003947848,0.0002005091,0.0001342971,0.2427423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3449345,"threshold_uncertainty_score":0.9997428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999565418","doi":"10.4000/developpementdurable.1754","title":"Diversité régionale de la prise en compte des zones humides et de leurs dynamiques","year":2006,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Political science; Humanities; Geography; Art","authors":[{"name":"Magalie Franchomme","is_ca":true},{"name":"Claude Kergomard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03886993702827354,"gpt":0.2998368861184595,"spread":0.260966949090186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001632831,0.0003922258,0.000426761,0.000114118,0.001637172,0.0004318265,0.0004771197,0.000288717,0.0003201675],"category_scores_gemma":[0.0001986682,0.0004213792,0.0002270667,0.0003442603,0.002072045,0.0005435161,0.0002494806,0.0003531877,0.00003726932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002643741,"about_ca_system_score_gemma":0.0005638208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2083135,"about_ca_topic_score_gemma":0.1208546,"domain_scores_codex":[0.9958757,0.001687662,0.0004168348,0.000429609,0.0005824547,0.001007799],"domain_scores_gemma":[0.9983999,0.000921324,0.0001920089,0.0001652216,0.0001263224,0.0001952826],"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":[0.0000296216,0.0007579729,0.2617554,0.0002586342,0.0002701704,0.0001419996,0.1150501,0.0003664894,0.000305563,0.3399611,0.2758105,0.005292441],"study_design_scores_gemma":[0.0005690731,0.00009162462,0.383591,0.0004225596,0.0001094548,0.000007214145,0.009389496,0.000131427,0.0002601069,0.1385034,0.4663622,0.0005624854],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7442833,0.03436984,0.001562115,0.073327,0.001155638,0.0005195768,0.0001451911,0.0003513165,0.144286],"genre_scores_gemma":[0.8999501,0.03821621,0.0125043,0.001692388,0.0009288561,0.0000892849,0.00007322073,0.00005872889,0.04648689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2014577,"threshold_uncertainty_score":0.9998238,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3024980312","doi":"10.4000/developpementdurable.14845","title":"Quels territoires pertinents pour écologiser les industries qui misent sur le renouvelable ?","year":2020,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Rimouski","funders":"Agence Nationale de la Recherche","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Gabrielle Bouleau","is_ca":false},{"name":"Caitríona Carter","is_ca":false},{"name":"Arnaud Sergent","is_ca":false},{"name":"Yann Fournis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1127333446024183,"gpt":0.2834411997413659,"spread":0.1707078551389476,"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":[0.0007298909,0.0008206319,0.001026045,0.0001217919,0.002536349,0.0005453698,0.00101529,0.0006456865,0.001732638],"category_scores_gemma":[0.001048265,0.0008389004,0.0003475957,0.0009467161,0.00163291,0.0009239267,0.0005574891,0.000833661,0.0002548427],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001539543,"about_ca_system_score_gemma":0.002373819,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1869883,"about_ca_topic_score_gemma":0.06186498,"domain_scores_codex":[0.9938896,0.0009402208,0.001130725,0.00110183,0.001253519,0.001684089],"domain_scores_gemma":[0.9977359,0.0003833025,0.0004893598,0.000352191,0.0003716673,0.0006676122],"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":[0.00006452872,0.0007469757,0.02155504,0.0002281477,0.0004125707,0.00009316691,0.04307134,0.0001125853,0.000698703,0.01048681,0.9021138,0.02041635],"study_design_scores_gemma":[0.001605256,0.0002783166,0.008715129,0.0004313125,0.000124532,0.000001871277,0.02828252,0.0002432467,0.001670895,0.002164866,0.9555017,0.0009803829],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1954874,0.03660145,0.0001317763,0.722019,0.003283203,0.001007672,0.0002004813,0.0004090272,0.04085997],"genre_scores_gemma":[0.7556923,0.04311601,0.002319023,0.01239187,0.004193926,0.0003507897,0.000143504,0.0001807334,0.1816119],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7096272,"threshold_uncertainty_score":0.9994062,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2098891257","doi":"10.4000/developpementdurable.2957","title":"Corinne Gendron, 2006, Le développement durable comme compromis. La modernisation écologique de l’économie à l’ère de la mondialisation, Québec, Presses de l'Université du Québec.","year":2007,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Bertrand Zuindeau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03319459007505548,"gpt":0.2829728020401052,"spread":0.2497782119650497,"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":[0.005013932,0.0004970139,0.0005267641,0.0001338581,0.001854134,0.0004821604,0.001007895,0.0005521334,0.001225782],"category_scores_gemma":[0.0005199848,0.0005686678,0.0002040556,0.0005005435,0.001293826,0.0009278874,0.0002373427,0.0005136373,0.00005392821],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.008050784,"about_ca_system_score_gemma":0.00984785,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8931819,"about_ca_topic_score_gemma":0.8775603,"domain_scores_codex":[0.994917,0.00135229,0.0007739525,0.0007128662,0.0006909278,0.00155295],"domain_scores_gemma":[0.9968687,0.001383181,0.0006746712,0.0003446788,0.0002123048,0.0005165047],"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":[0.0001411053,0.0007591782,0.3957293,0.0001204223,0.0001697925,0.0001122308,0.06986762,0.004479601,0.001316184,0.01945262,0.4962359,0.01161607],"study_design_scores_gemma":[0.001331674,0.0001215244,0.3141046,0.0001518031,0.00008519184,0.00002374592,0.01149135,0.001845391,0.002366597,0.005816875,0.662013,0.0006482626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4781791,0.003899654,0.02136267,0.4781462,0.0007523876,0.0008320889,0.00009946592,0.0002166037,0.01651181],"genre_scores_gemma":[0.9563709,0.0215412,0.005994746,0.003591595,0.0006862811,0.0001142163,0.00005609833,0.00006294903,0.01158196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4781919,"threshold_uncertainty_score":0.9996873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2493241583","doi":"10.4000/developpementdurable.11297","title":"Rôle de l’action collective et du capital social dans les processus d’adaptation au changement climatique en zone côtière - Comparaison de deux études de cas au Nouveau-Brunswick (Canada)","year":2016,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"Climate Change, Adaptation, Migration","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Moncton; Université du Québec à Rimouski","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Mélinda Noblet","is_ca":true},{"name":"Julie Guillemot","is_ca":true},{"name":"Omer Chouinard","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08956600793797294,"gpt":0.3218331101722223,"spread":0.2322671022342494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002105147,0.0005345896,0.0004865054,0.0002199942,0.002135578,0.0002316113,0.0003979536,0.0003889881,0.0002197128],"category_scores_gemma":[0.000372135,0.000538374,0.000134493,0.000575376,0.0003882867,0.001060612,0.000103413,0.0003027931,0.00001383866],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03398926,"about_ca_system_score_gemma":0.01958188,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9002001,"about_ca_topic_score_gemma":0.9990956,"domain_scores_codex":[0.9946864,0.001409604,0.0007500502,0.0006634222,0.001086999,0.001403569],"domain_scores_gemma":[0.9977471,0.0006570451,0.0006630498,0.0001902129,0.0004372321,0.0003053731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0002104878,0.0006479172,0.2107552,0.0004718606,0.000261588,0.00003561141,0.7333047,0.0009212877,0.008715658,0.02309742,0.01532158,0.006256752],"study_design_scores_gemma":[0.002403331,0.0004474941,0.5682995,0.000840184,0.0002979115,0.0000333021,0.3647012,0.006509741,0.01034367,0.00200634,0.04292083,0.001196497],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.819006,0.0001894598,0.02219316,0.1537534,0.0008255757,0.001133529,0.0002192785,0.0001341493,0.002545428],"genre_scores_gemma":[0.9896734,0.00205299,0.002736941,0.0006661065,0.001119969,0.0004333175,0.0002193162,0.00007786827,0.003020042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3686034,"threshold_uncertainty_score":0.9997068,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2083635271","doi":"10.4000/developpementdurable.9085","title":"Les sports de nature en débat","year":2011,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Réseau Technoscience","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Yohann Rech","is_ca":true},{"name":"Jean-Pierre Mounet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05174601851168018,"gpt":0.300301242343808,"spread":0.2485552238321278,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001158334,0.0003909423,0.0004199086,0.00009632076,0.001091151,0.0001110513,0.0005270773,0.0006638264,0.00421148],"category_scores_gemma":[0.0002072703,0.0003970117,0.0002156753,0.0003951567,0.0007622729,0.0003980791,0.0001789445,0.0007419987,0.00008235643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001369562,"about_ca_system_score_gemma":0.0003644835,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06629102,"about_ca_topic_score_gemma":0.04595461,"domain_scores_codex":[0.9967276,0.0005354279,0.0004429764,0.0004864563,0.0007507107,0.001056774],"domain_scores_gemma":[0.9990081,0.0001639982,0.0001928014,0.0002494032,0.0001153167,0.0002703923],"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":[0.00002635666,0.0004856648,0.07431927,0.0001374352,0.0002505503,0.0001935171,0.2358763,0.000003102068,0.00003722567,0.2811785,0.34493,0.06256212],"study_design_scores_gemma":[0.0002974521,0.00007580458,0.1520655,0.0002667865,0.00008180521,0.000004040175,0.008043992,0.00001070052,0.0003442344,0.02943885,0.8088801,0.0004907171],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1572263,0.05720432,0.0002348816,0.09535662,0.008697025,0.0006749166,0.00006847211,0.0003226512,0.6802148],"genre_scores_gemma":[0.8620854,0.03499905,0.005035165,0.001905536,0.001337025,0.00007272443,0.00001914623,0.00005241029,0.09449353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7048591,"threshold_uncertainty_score":0.9998482,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2048127366","doi":"10.4000/developpementdurable.9848","title":"Environnement et santé : quels enjeux, quels acteurs, quelle intelligibilité ?","year":2013,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Helga-Jane Scarwell","is_ca":false},{"name":"Isabelle Roussel","is_ca":false},{"name":"Lionel Charles","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04027924226207959,"gpt":0.3096159339219688,"spread":0.2693366916598892,"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":[0.001750026,0.0008291524,0.000902816,0.0001775577,0.001435064,0.0006845142,0.0009419548,0.0004436667,0.01256952],"category_scores_gemma":[0.0004871405,0.00082392,0.0004182885,0.000599497,0.001545942,0.001339034,0.0005433717,0.0007076248,0.001862924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002050031,"about_ca_system_score_gemma":0.0005730025,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1043664,"about_ca_topic_score_gemma":0.0553989,"domain_scores_codex":[0.9931118,0.001492722,0.001195186,0.001101293,0.00133979,0.00175925],"domain_scores_gemma":[0.9974043,0.0007071951,0.0004363219,0.000646143,0.0002734084,0.0005325802],"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":[0.00001389407,0.001045554,0.005931668,0.0002510484,0.0004529138,0.00002715082,0.0640227,0.00003877471,0.000486584,0.1896264,0.6380113,0.100092],"study_design_scores_gemma":[0.0006277547,0.0002368533,0.01487795,0.0004615033,0.00008999376,0.000002083945,0.01196588,0.00006947374,0.0007476112,0.05196718,0.9179753,0.0009784066],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07563315,0.1034845,0.00103547,0.5290608,0.00927509,0.003582404,0.000201728,0.000514154,0.2772127],"genre_scores_gemma":[0.675579,0.1513533,0.003660191,0.009055486,0.001624604,0.0008200159,0.0001388169,0.0001473763,0.1576213],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5999458,"threshold_uncertainty_score":0.9998649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2027409975","doi":"10.4000/developpementdurable.8441","title":"Éthique environnementale et développement durable : Réflexions sur le Principe Responsabilité de Hans Jonas","year":2010,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"Climate Change and Geoengineering","field":"Environmental Science","cited_by":6,"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":"Humanities; Political science; Philosophy","authors":[{"name":"Sylvie Ferrari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02568491359950384,"gpt":0.2708652448354509,"spread":0.2451803312359471,"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":[0.003050637,0.001017979,0.0007111105,0.0002645135,0.001075329,0.0004444947,0.001117979,0.0005821701,0.01539331],"category_scores_gemma":[0.0003751971,0.001132115,0.0003429402,0.0005683936,0.0007657524,0.001277033,0.001557772,0.001603841,0.001212092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001840626,"about_ca_system_score_gemma":0.0005663214,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0132047,"about_ca_topic_score_gemma":0.07537966,"domain_scores_codex":[0.9933729,0.0005364139,0.001251566,0.001473348,0.001078563,0.00228728],"domain_scores_gemma":[0.9969683,0.0004943287,0.0003417452,0.001366562,0.00005539624,0.000773645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002768922,0.004322488,0.06985901,0.0008080327,0.000354609,0.0003862129,0.01467553,0.009160575,0.756534,0.02166722,0.1018998,0.02005555],"study_design_scores_gemma":[0.002807644,0.000419826,0.1125189,0.0006081435,0.000126682,0.0001821178,0.002205717,0.004087389,0.116876,0.005836407,0.7523755,0.001955633],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6119764,0.0007796193,0.001877801,0.3723061,0.002591402,0.001754651,0.0004356575,0.0002961817,0.007982141],"genre_scores_gemma":[0.8966747,0.01218891,0.03804252,0.009991781,0.0006732718,0.001707779,0.0006323918,0.0003743453,0.03971429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6504757,"threshold_uncertainty_score":0.9995656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2337708547","doi":"10.4000/developpementdurable.11210","title":"Regards sur les systèmes de paiements pour services écosystémiques en milieu agricole au Québec","year":2016,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec en Outaouais; Université Laval","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Sophie Lavallée","is_ca":true},{"name":"Jérôme Dupras","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01450888995977833,"gpt":0.2351443712454371,"spread":0.2206354812856588,"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":[0.001199669,0.0006374702,0.0004461128,0.000135369,0.0005478688,0.0001805172,0.0008570334,0.00023727,0.008884052],"category_scores_gemma":[0.00007506151,0.0005119283,0.0002005646,0.0002009642,0.0003138168,0.001043119,0.0008701027,0.0001968958,0.001559997],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006725103,"about_ca_system_score_gemma":0.0003071824,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5297598,"about_ca_topic_score_gemma":0.7109902,"domain_scores_codex":[0.9954957,0.0007329602,0.0008249118,0.0009223283,0.0008639438,0.001160139],"domain_scores_gemma":[0.9983088,0.0002823877,0.0003584732,0.0006520578,0.00002708527,0.0003712065],"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":[0.00006166437,0.0008473677,0.6786402,0.0007839402,0.0002867987,0.00006932946,0.002763894,0.0001474633,0.03337355,0.001062218,0.1786266,0.103337],"study_design_scores_gemma":[0.001052212,0.0001329396,0.4330993,0.001163061,0.00008799584,0.00000949379,0.001057009,0.000211559,0.01202884,0.0005237079,0.5500647,0.0005691458],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5841548,0.001823813,0.002467113,0.4025334,0.0007208771,0.00097018,0.0001388161,0.0002012748,0.006989724],"genre_scores_gemma":[0.7860388,0.009867727,0.004754929,0.008927857,0.0002590486,0.0003707439,0.00005959764,0.0001090671,0.1896123],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3936056,"threshold_uncertainty_score":0.9997332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4288083292","doi":"10.4000/developpementdurable.17367","title":"Les acteurs publics locaux et l’écologisation de l’agriculture","year":2020,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","field":"Social 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":"Ministère des Ressources naturelles et des Forêts (Québec)","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Pascale Scheromm","is_ca":false},{"name":"Annabel Rixen","is_ca":true},{"name":"Lucette Laurens","is_ca":false},{"name":"Christophe‐Toussaint Soulard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1159624065657743,"gpt":0.3202664324720459,"spread":0.2043040259062716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008022556,0.0003776209,0.000414422,0.00004856337,0.001107662,0.0004056588,0.0004855859,0.0004065419,0.0008046446],"category_scores_gemma":[0.0007011851,0.0003519956,0.0001892097,0.0007285327,0.0007823054,0.0006614132,0.000187917,0.0005480575,0.00009738228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00129426,"about_ca_system_score_gemma":0.0004918204,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03240017,"about_ca_topic_score_gemma":0.06062298,"domain_scores_codex":[0.9966618,0.0007979383,0.000458353,0.0005106418,0.0006950306,0.0008762424],"domain_scores_gemma":[0.9988012,0.0002355597,0.0002532522,0.0001354374,0.0002007078,0.0003737999],"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":[0.00001442015,0.0002038884,0.01294578,0.0001121883,0.0001593868,0.00002239204,0.1043806,0.0002359378,0.0001439146,0.2213183,0.6470738,0.01338944],"study_design_scores_gemma":[0.0004235865,0.0001614847,0.02538349,0.00009440909,0.00006974492,0.000001248123,0.01767598,0.0001668634,0.0001573622,0.004851295,0.9505661,0.0004484351],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02433016,0.01180564,0.0009751057,0.8603118,0.001950115,0.0005683996,0.0000799819,0.0002981265,0.09968067],"genre_scores_gemma":[0.908761,0.03844759,0.002558071,0.02476381,0.002154075,0.0001402844,0.0001521277,0.00005244553,0.02297059],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8844308,"threshold_uncertainty_score":0.9998932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4384702226","doi":"10.4000/developpementdurable.22521","title":"La fabrique de la protection","year":2023,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","field":"Social 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":"Centre de Santé et de Services Sociaux de la Montagne","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Lionel Laslaz","is_ca":false},{"name":"Agathe Robert-Kérivel","is_ca":false},{"name":"Chloé Vial-Pailler","is_ca":true},{"name":"Camille Noûs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05014631094522998,"gpt":0.3197922748170172,"spread":0.2696459638717872,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002512124,0.0002552204,0.0002773158,0.0001316874,0.001074095,0.0002910667,0.0002698225,0.0003777492,0.000387297],"category_scores_gemma":[0.0004121919,0.0002753748,0.0001496804,0.0009509917,0.001012339,0.0002986958,0.0001394796,0.0004547886,0.0003329712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251983,"about_ca_system_score_gemma":0.0004191883,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03441658,"about_ca_topic_score_gemma":0.01590618,"domain_scores_codex":[0.9962535,0.001775566,0.0003149176,0.0003603038,0.0005106254,0.0007851175],"domain_scores_gemma":[0.9990464,0.0004556034,0.0001210548,0.0001495162,0.00006690835,0.0001605608],"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":[0.00001496968,0.0002310713,0.003810437,0.0002227073,0.0001968899,0.0001419038,0.09840941,0.0001091708,0.0004212633,0.1655943,0.6385838,0.09226407],"study_design_scores_gemma":[0.0003226355,0.00005680741,0.02173372,0.0002310358,0.00002826204,0.000004299298,0.00591158,0.0002126998,0.0002218793,0.03112766,0.9398372,0.0003121753],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1293275,0.009210766,0.001330125,0.3502106,0.005038561,0.001292043,0.00007159734,0.001150218,0.5023685],"genre_scores_gemma":[0.7458097,0.04442739,0.0007387162,0.000869607,0.001372244,0.0005256888,0.00002777266,0.00006676297,0.2061621],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6164823,"threshold_uncertainty_score":0.9999698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W343353662","doi":"10.4000/developpementdurable.10800","title":"Vers une géographie du droit ? Pistes de réflexion","year":2015,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"Comparative and International Law Studies","field":"Social 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":"Francophone University Association","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Patrick Forest","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0514719323498238,"gpt":0.3291814765687828,"spread":0.277709544218959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009109848,0.0002935014,0.0003334278,0.0001462408,0.000612576,0.0002036336,0.0004262566,0.0001119046,0.0003553169],"category_scores_gemma":[0.0001993274,0.000308114,0.0001662497,0.0006588987,0.001183102,0.0006122165,0.0001490383,0.0002004704,0.0002393378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002070131,"about_ca_system_score_gemma":0.0008763716,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05518882,"about_ca_topic_score_gemma":0.06429552,"domain_scores_codex":[0.9973784,0.0003497112,0.000425467,0.00040015,0.0008000141,0.0006462752],"domain_scores_gemma":[0.9988042,0.0002135005,0.0001886982,0.0001834328,0.0003173575,0.0002928161],"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":[0.00006530574,0.0002924654,0.02700382,0.00003213242,0.000230455,0.00003105194,0.01528986,0.0001204524,0.00008750955,0.5729282,0.3780601,0.005858647],"study_design_scores_gemma":[0.0006904505,0.0001962726,0.01264823,0.0002073377,0.00005117928,0.000005018633,0.004754539,0.0001599485,0.0003465938,0.10483,0.8757609,0.0003494794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2152353,0.005286817,0.0006680882,0.5363494,0.003853043,0.0003983296,0.00004630029,0.0001420803,0.2380207],"genre_scores_gemma":[0.9441209,0.007595072,0.001109186,0.002034464,0.0008997481,0.00007736538,0.00004353528,0.00002736408,0.04409239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7288856,"threshold_uncertainty_score":0.9999371,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W81338084","doi":"10.4000/developpementdurable.9971","title":"La mobilité durable : une analyse des entraves à sa mise en œuvre dans la région de la capitale nationale du Canada","year":2013,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec en Outaouais; Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Geography; Art","authors":[{"name":"Olivier Roy-Baillargeon","is_ca":true},{"name":"Mario Gauthier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01227389876324174,"gpt":0.2431952413047188,"spread":0.2309213425414771,"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":[0.001363583,0.0004521595,0.0004814115,0.0001040042,0.001530575,0.00044431,0.0005450529,0.000335667,0.001154627],"category_scores_gemma":[0.0005688,0.0004597791,0.0001914563,0.0006749536,0.001980704,0.0006243661,0.000146122,0.000335251,0.00004300394],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004506444,"about_ca_system_score_gemma":0.002600099,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9569401,"about_ca_topic_score_gemma":0.9679654,"domain_scores_codex":[0.9950556,0.001940263,0.0005844975,0.0005459516,0.0008770115,0.0009966581],"domain_scores_gemma":[0.9971691,0.001749093,0.0002164454,0.0002508682,0.0002431441,0.0003713638],"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":[0.00001686581,0.000914716,0.1422957,0.0003453455,0.0007163027,0.0002250213,0.3170651,0.000594515,0.001346711,0.05165508,0.4723372,0.01248751],"study_design_scores_gemma":[0.0007860687,0.00006676408,0.2833355,0.0002761653,0.0001507026,0.00002289145,0.07697663,0.0004825115,0.0006397199,0.02609552,0.6104025,0.000764992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8474795,0.007291974,0.00008121083,0.05288225,0.0007692985,0.000586791,0.0001201231,0.00009428406,0.09069462],"genre_scores_gemma":[0.9304298,0.01490487,0.001333124,0.0004549062,0.0004229822,0.0002798623,0.00006739126,0.00004457876,0.05206248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2400884,"threshold_uncertainty_score":0.9997854,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W188432612","doi":"10.4000/developpementdurable.10246","title":"La relation entre la certification environnementale ISO 14001 et la performance environnementale – Étude de cas sur quatre entreprises tunisiennes","year":2014,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Political science; Forestry; Humanities; Geography; Art","authors":[{"name":"Ahmed Turki","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01102530303748406,"gpt":0.2298298508744437,"spread":0.2188045478369596,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002917239,0.0008949797,0.0005808001,0.0003783244,0.0009663039,0.001065862,0.0007309219,0.0004818048,0.003231419],"category_scores_gemma":[0.0003807403,0.001005726,0.0002416896,0.0004528768,0.000942082,0.003842845,0.0008297896,0.0006747879,0.0005266909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001380504,"about_ca_system_score_gemma":0.0001189049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002859917,"about_ca_topic_score_gemma":0.001694374,"domain_scores_codex":[0.9946964,0.0009084844,0.001125043,0.001212248,0.0008969608,0.001160804],"domain_scores_gemma":[0.9973404,0.0007488462,0.0007656182,0.0009428202,0.0000876124,0.0001146532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001273185,0.002370806,0.9162364,0.002442957,0.0001696462,0.00005776253,0.00309446,0.005028848,0.003794241,0.004553839,0.01041645,0.05170729],"study_design_scores_gemma":[0.001586725,0.00004720561,0.577106,0.0005737719,0.0002172292,0.00003194964,0.00201446,0.006141068,0.001211934,0.0005457443,0.4097091,0.0008148184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9500799,0.001102629,0.001084812,0.03613408,0.0005680898,0.001112828,0.00004487981,0.0002129912,0.009659749],"genre_scores_gemma":[0.9865879,0.004254126,0.001237707,0.001400598,0.0004115154,0.0002707088,0.001149519,0.0001585128,0.004529377],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3992927,"threshold_uncertainty_score":0.9999712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012277696","doi":"10.4000/developpementdurable.9030","title":"Culture et développement durable : vers quel ordre social ?","year":2011,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","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":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Aude Porcedda","is_ca":true},{"name":"Olivier Petit","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08685077784849289,"gpt":0.3067067837473416,"spread":0.2198560058988487,"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":[0.001624107,0.0009610534,0.001005633,0.0001904503,0.003208615,0.0003929907,0.001048918,0.0006855795,0.004652538],"category_scores_gemma":[0.0002082464,0.000973755,0.0005303028,0.001069723,0.001565777,0.001149837,0.0004629941,0.0009163828,0.0005643828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002659303,"about_ca_system_score_gemma":0.001005297,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04891203,"about_ca_topic_score_gemma":0.07559375,"domain_scores_codex":[0.9930021,0.001073924,0.001103717,0.001123744,0.001616776,0.002079758],"domain_scores_gemma":[0.9980137,0.0001342875,0.0005556773,0.0004166112,0.0004025974,0.0004771169],"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":[0.00005504609,0.0006733944,0.003713775,0.0001631024,0.0005044189,0.00007444356,0.2262189,0.000003609358,0.00009206562,0.1771552,0.5852164,0.00612967],"study_design_scores_gemma":[0.001499329,0.0002776252,0.01795613,0.0003440676,0.0002219812,0.000003920023,0.03502951,0.00001457932,0.0004254407,0.02272392,0.9202297,0.001273775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01877839,0.02306417,0.0004671945,0.388198,0.01271824,0.001885236,0.0003480672,0.0006500838,0.5538906],"genre_scores_gemma":[0.5332162,0.1096416,0.01224406,0.01350338,0.003777289,0.0007419589,0.0003480166,0.0003068413,0.3262207],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5144378,"threshold_uncertainty_score":0.9992713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1998274996","doi":"10.4000/developpementdurable.2762","title":"Les politiques territoriales de l’eau au Québec (Canada)","year":2006,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":4,"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; Art","authors":[{"name":"Anne Brun","is_ca":false},{"name":"Frédèric Lasserre","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04140829721595818,"gpt":0.2909246493557404,"spread":0.2495163521397822,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007164915,0.0004957509,0.0005511703,0.00008789074,0.002280957,0.0002600962,0.000547883,0.0003104,0.000522009],"category_scores_gemma":[0.000190764,0.0005316705,0.0002060812,0.0003248257,0.001100031,0.0003619553,0.0001502582,0.000360505,0.00002042007],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01617576,"about_ca_system_score_gemma":0.009461057,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999042,"about_ca_topic_score_gemma":0.9999681,"domain_scores_codex":[0.9955363,0.0006514062,0.0006844808,0.0005296966,0.001038889,0.001559274],"domain_scores_gemma":[0.998616,0.000385388,0.0002606323,0.0002549592,0.000189642,0.0002934126],"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":[0.00001073999,0.0002137587,0.07746594,0.0001033582,0.0001198384,0.00005140767,0.01086748,0.0000285335,0.00005313704,0.2608823,0.6430593,0.007144202],"study_design_scores_gemma":[0.0003545066,0.00005962176,0.08928187,0.0002151891,0.00006452949,0.00000235307,0.004676203,0.00002232172,0.0003180492,0.01372847,0.8907087,0.0005681808],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1150862,0.0412612,0.0001760129,0.5322922,0.0117818,0.0005580249,0.0002418867,0.0002685603,0.2983341],"genre_scores_gemma":[0.8903976,0.005441037,0.001094818,0.001447625,0.01061211,0.0001087995,0.00005896731,0.00006434348,0.09077467],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7753114,"threshold_uncertainty_score":0.9997135,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2956176211","doi":"10.4000/developpementdurable.14341","title":"L’évolution des paysages de référence, un angle mort dans la gouvernance des paysages ?","year":2019,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social 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":"Ministère des Ressources naturelles et des Forêts (Québec)","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Clémence Moreau","is_ca":false},{"name":"Cécile Barnaud","is_ca":false},{"name":"Raphaël Mathevet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02418163394130483,"gpt":0.2764854314869379,"spread":0.252303797545633,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001385033,0.0005322512,0.0005822708,0.0001051442,0.001784953,0.000351042,0.0006650282,0.0003498958,0.0008595197],"category_scores_gemma":[0.0003262296,0.0005364178,0.0002605779,0.0008029221,0.003419392,0.001006187,0.0002384651,0.0004072341,0.0002040798],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00282849,"about_ca_system_score_gemma":0.0005765817,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06805393,"about_ca_topic_score_gemma":0.09053773,"domain_scores_codex":[0.9955289,0.0008666498,0.0005860609,0.0007034012,0.0008558017,0.001459205],"domain_scores_gemma":[0.9984133,0.00044067,0.0003151465,0.0003490909,0.0001931811,0.000288609],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000291437,0.0006435591,0.6870439,0.000415436,0.0003811623,0.00009625717,0.1188898,0.0001918117,0.00117473,0.07038608,0.07005282,0.05069522],"study_design_scores_gemma":[0.0007138261,0.0002018957,0.5823259,0.0008607839,0.0001127948,0.000009391923,0.01395331,0.0001641699,0.001199084,0.04417017,0.3555128,0.0007758378],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8302423,0.02913646,0.0009351097,0.01104741,0.002629458,0.0006646247,0.0001189411,0.0002806405,0.1249451],"genre_scores_gemma":[0.8615853,0.06282102,0.003936571,0.0004293905,0.0005404708,0.0001230297,0.00002573216,0.00005975007,0.0704788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.28546,"threshold_uncertainty_score":0.9997087,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3000211519","doi":"10.4000/developpementdurable.15635","title":"Ouvrir ou fermer les bouches d’incendie ?","year":2019,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"Water Governance and Infrastructure","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 du Québec en Outaouais; Université du Québec à Montréal","funders":"","keywords":"Humanities; Physics; Art","authors":[{"name":"Solène David","is_ca":false},{"name":"Jean‐Pierre Revéret","is_ca":true},{"name":"Agathe Euzen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02521100434596774,"gpt":0.295532918551197,"spread":0.2703219142052292,"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":[0.0005776503,0.0005254345,0.0005296544,0.0001050824,0.0006637675,0.0003761658,0.0007871609,0.0004051195,0.01087388],"category_scores_gemma":[0.00005772806,0.0004934004,0.0002405754,0.0004109423,0.0005468445,0.001286546,0.0002270744,0.0005323034,0.001683219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006977503,"about_ca_system_score_gemma":0.0004175791,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01181389,"about_ca_topic_score_gemma":0.006809853,"domain_scores_codex":[0.996037,0.0003368205,0.0006096254,0.0007515954,0.001007731,0.00125724],"domain_scores_gemma":[0.9986759,0.0001079056,0.0003373855,0.0005155321,0.0001157333,0.0002475236],"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":[0.0000593462,0.0002707406,0.1906976,0.0003873791,0.0002695122,0.00006354883,0.01974417,0.000146255,0.001525288,0.07081842,0.6420438,0.07397402],"study_design_scores_gemma":[0.0006757071,0.0001363808,0.05386922,0.0004705923,0.00004922657,0.00000473291,0.003399259,0.0000502701,0.002701014,0.009932448,0.9280499,0.0006613067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5553579,0.007074087,0.00006520723,0.2982516,0.009043478,0.0008260178,0.0001882056,0.0001812169,0.1290123],"genre_scores_gemma":[0.7148718,0.01434851,0.001478176,0.003857288,0.001243301,0.00005123421,0.00008489779,0.00007888951,0.2639859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2943943,"threshold_uncertainty_score":0.9997517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1796485494","doi":"10.4000/developpementdurable.8248","title":"Sénécal Gilles, Bherer Laurence (dir.), 2009, La métropolisation et ses territoires, Presses universitaires du Québec, 320 p.","year":2009,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","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":"","keywords":"Humanities; Art; Philosophy","authors":[{"name":"Solange Verger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02163754304669422,"gpt":0.2608975777155652,"spread":0.239260034668871,"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":[0.00088053,0.0007281934,0.0007402353,0.0002067091,0.001908451,0.0004479921,0.0008596632,0.0004510587,0.002427906],"category_scores_gemma":[0.0004540211,0.0007491556,0.0003138501,0.0006552917,0.001641334,0.001490629,0.0002367289,0.000584523,0.0001303834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002048558,"about_ca_system_score_gemma":0.001708956,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4532157,"about_ca_topic_score_gemma":0.5818121,"domain_scores_codex":[0.9945675,0.001350007,0.0007496636,0.0008805819,0.001227356,0.001224967],"domain_scores_gemma":[0.9979168,0.0006179557,0.0003995988,0.0004038126,0.0002783993,0.0003834626],"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":[0.0000430516,0.0006410074,0.007509796,0.00008421524,0.0002093563,0.0001058478,0.01668416,0.000124792,0.00008885079,0.08045898,0.8650044,0.02904559],"study_design_scores_gemma":[0.0008874222,0.0002700349,0.03296902,0.0004870332,0.0001523686,0.00000811571,0.004115138,0.00009478923,0.0001591841,0.009079549,0.9509267,0.0008506942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01666446,0.1579835,0.0005231872,0.7109803,0.002766386,0.0009486793,0.0002943102,0.0005280432,0.1093111],"genre_scores_gemma":[0.8212821,0.09973647,0.001475524,0.004804777,0.00182253,0.00006524504,0.0002208878,0.00008004093,0.07051234],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8046177,"threshold_uncertainty_score":0.9994959,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2079874827","doi":"10.4000/developpementdurable.10066","title":"Les conditions de production d’un transport durable : nouvelles interventions publiques, nouveaux référentiels ?","year":2013,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social 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":"Ministère des Transports","funders":"","keywords":"Political science; Humanities; Publics; Library science; Philosophy; Law","authors":[{"name":"Corinne Blanquart","is_ca":true},{"name":"Frédéric Heran","is_ca":false},{"name":"Thomas Zéroual","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04676243437675195,"gpt":0.3062193313285806,"spread":0.2594568969518287,"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":[0.0009514377,0.000524745,0.0005853305,0.0002432636,0.002926481,0.0004241533,0.0005468612,0.0003657983,0.01157717],"category_scores_gemma":[0.000270783,0.0005619869,0.0005674619,0.0007996107,0.001218399,0.00168125,0.0001083658,0.0005410715,0.0003076351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001494793,"about_ca_system_score_gemma":0.0006786227,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1215842,"about_ca_topic_score_gemma":0.07144718,"domain_scores_codex":[0.995608,0.0006151965,0.001016179,0.0007402015,0.0007342233,0.001286153],"domain_scores_gemma":[0.9982112,0.0001411872,0.0003854484,0.0003577705,0.0005367237,0.0003676513],"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":[0.00001214612,0.001895153,0.01578571,0.0006931689,0.000779566,0.00002455384,0.0606904,0.0001087485,0.000601417,0.1366654,0.7642663,0.01847738],"study_design_scores_gemma":[0.0007453545,0.0002129997,0.09008944,0.001482296,0.0003450268,0.00001184815,0.0285864,0.00007470234,0.001302307,0.03587902,0.8402075,0.001063132],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2806856,0.02514509,0.001892452,0.5894064,0.009516736,0.002736309,0.0003180021,0.0006619174,0.08963747],"genre_scores_gemma":[0.8132461,0.02840676,0.002830351,0.0008905783,0.001053974,0.001070637,0.0002836199,0.000071679,0.1521463],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5885159,"threshold_uncertainty_score":0.9996831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2795790788","doi":"10.4000/developpementdurable.12058","title":"Entre patrimoine et développement durable, quel avenir pour les églises paroissiales ?","year":2018,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"Religious Tourism and Spaces","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":"Canadian Heritage","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Mélanie Meynier-Philip","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03049121601094849,"gpt":0.3200159350714145,"spread":0.289524719060466,"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":[0.002477559,0.001222415,0.001171398,0.0004533698,0.002455719,0.0009823628,0.00146585,0.0006830466,0.004470494],"category_scores_gemma":[0.0004460283,0.001171201,0.0005023087,0.001074277,0.001974365,0.001195043,0.0005572233,0.0007564314,0.001106425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001219062,"about_ca_system_score_gemma":0.002236897,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03748108,"about_ca_topic_score_gemma":0.08379232,"domain_scores_codex":[0.9906622,0.001691777,0.001616236,0.001576238,0.002022555,0.002431025],"domain_scores_gemma":[0.9961636,0.0005962164,0.000881236,0.0009542374,0.0006095892,0.0007951065],"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":[0.0001360516,0.0008708043,0.03622631,0.0003198697,0.0004053458,0.0001950024,0.02210388,0.00005154217,0.001024085,0.02012596,0.8980522,0.02048893],"study_design_scores_gemma":[0.001965193,0.0005427759,0.008916939,0.001271151,0.000255294,0.00002709754,0.0127657,0.0001788732,0.006300855,0.01683119,0.9493532,0.001591764],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1795143,0.02367276,0.0009643469,0.6682102,0.006436636,0.001758365,0.000380903,0.0006200715,0.1184424],"genre_scores_gemma":[0.6486167,0.1904348,0.01067019,0.004111458,0.005234079,0.0002712729,0.0002782461,0.0002239957,0.1401593],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6640987,"threshold_uncertainty_score":0.9996713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2768684992","doi":"10.4000/developpementdurable.11898","title":"Eau : le rôle méconnu de Michel Rocard","year":2017,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","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":"École Nationale d'Administration Publique","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Bernard Barraqué","is_ca":false},{"name":"Patrick Laigneau","is_ca":true},{"name":"Pierre Victoria","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05262404363392949,"gpt":0.3122665579998652,"spread":0.2596425143659357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001182735,0.0004049068,0.000537626,0.00006746241,0.00543466,0.0008780286,0.001173062,0.0003142473,0.0005103326],"category_scores_gemma":[0.0005159514,0.0004465617,0.0002805996,0.000137884,0.001714724,0.0008648561,0.0004237535,0.0003779816,0.0002416272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001158436,"about_ca_system_score_gemma":0.0009763248,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1832413,"about_ca_topic_score_gemma":0.1313341,"domain_scores_codex":[0.9966854,0.0003898897,0.0004647964,0.0005609175,0.0006337108,0.001265256],"domain_scores_gemma":[0.9983651,0.000156594,0.0003917125,0.0006114697,0.0001442756,0.0003308232],"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":[0.00001577824,0.0003188013,0.0298329,0.0001063316,0.0003075569,0.00006407226,0.03155277,0.00001384462,0.0002243086,0.1288693,0.7851939,0.0235004],"study_design_scores_gemma":[0.0007690141,0.0000708063,0.03546019,0.0002581547,0.00007181353,0.00000221889,0.006640489,0.00008115731,0.0006187675,0.02402911,0.9314471,0.0005512061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05985044,0.02439847,0.0003822704,0.5758173,0.007221866,0.0005557753,0.00008386782,0.0001752123,0.3315148],"genre_scores_gemma":[0.7508478,0.01973369,0.002297468,0.002060146,0.002012954,0.0001152452,0.00001792559,0.00005800306,0.2228567],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6909974,"threshold_uncertainty_score":0.9997986,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390570266","doi":"10.4000/developpementdurable.23586","title":"Mise en scène et en récit de la nature dans la ville : de nouvelles frontières","year":2023,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","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":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Art","authors":[{"name":"Julie Gobert","is_ca":false},{"name":"José-Frédéric Deroubaix","is_ca":true},{"name":"Lise Bourdeau-Lepage","is_ca":false},{"name":"Magalie Franchomme","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01407740042115494,"gpt":0.2930460596375253,"spread":0.2789686592163703,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002922162,0.0004636632,0.0005162581,0.0001696047,0.001199871,0.0004080386,0.0007392705,0.0008719129,0.000483232],"category_scores_gemma":[0.0008847353,0.0004730486,0.0002668936,0.0007702318,0.001082502,0.0003555229,0.0003734637,0.0009843371,0.000155379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001779856,"about_ca_system_score_gemma":0.001103626,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03898104,"about_ca_topic_score_gemma":0.07626504,"domain_scores_codex":[0.9941591,0.002763721,0.0004511822,0.0005762734,0.0007923619,0.001257382],"domain_scores_gemma":[0.9972727,0.001930456,0.0001606669,0.0002633075,0.00008211714,0.0002907991],"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":[0.00002043981,0.0002428499,0.01289268,0.0001322503,0.0002938647,0.0002741182,0.3301209,0.0001252676,0.000528832,0.1257626,0.5262006,0.003405649],"study_design_scores_gemma":[0.0006127763,0.00005969284,0.052012,0.0003499681,0.00008554242,0.000007629089,0.06142946,0.00021957,0.0003908439,0.01736093,0.8669386,0.0005330017],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3605052,0.02021198,0.000257893,0.2987481,0.003561271,0.0007465488,0.000322475,0.0006982567,0.3149483],"genre_scores_gemma":[0.7931493,0.08355986,0.003322553,0.002134503,0.001451717,0.000226345,0.0001025026,0.0001088769,0.1159443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4326441,"threshold_uncertainty_score":0.9997721,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1968768359","doi":"10.4000/developpementdurable.8454","title":"Croissance et répartition en présence d’investissements environnementaux non désirés","year":2010,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"Economic Theory and Policy","field":"Economics, Econometrics and Finance","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Art","authors":[{"name":"Laurent Cordonnier","is_ca":true},{"name":"Franck van de Velde","is_ca":false},{"name":"Benoît Desmarchelier","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02069429556058634,"gpt":0.2743837647220883,"spread":0.2536894691615019,"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":[0.002015755,0.0006039361,0.000713778,0.0003396235,0.0004556625,0.0004350196,0.0007469247,0.000408184,0.007729155],"category_scores_gemma":[0.000206046,0.000826623,0.0002255049,0.0002287603,0.000406277,0.001495096,0.0003074756,0.0009381963,0.002790032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004208329,"about_ca_system_score_gemma":0.0001468565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003592363,"about_ca_topic_score_gemma":0.007230209,"domain_scores_codex":[0.9960974,0.000178981,0.001459906,0.0011005,0.00008462514,0.00107852],"domain_scores_gemma":[0.9977083,0.0002295997,0.0008084618,0.0009163405,0.00003294971,0.0003043154],"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":[0.00005374391,0.0007067761,0.09711071,0.0003402936,0.0002292901,0.00003160687,0.00534968,0.0003388222,0.005308281,0.7040887,0.1816007,0.004841432],"study_design_scores_gemma":[0.001513901,0.0002100981,0.08061071,0.0003246523,0.00003669959,0.00002926013,0.0002797088,0.001152537,0.008573294,0.08590803,0.8202973,0.001063795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7046575,0.001647538,0.001474474,0.2521938,0.01114816,0.0008445149,0.001041408,0.0000963959,0.02689625],"genre_scores_gemma":[0.9047475,0.007599968,0.007046181,0.006861718,0.001015138,0.0002486886,0.000382103,0.0001214916,0.07197715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6386966,"threshold_uncertainty_score":0.9994184,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W91356029","doi":"10.4000/developpementdurable.8579","title":"Développement durable et territoires : quelques changements sans rupture","year":2010,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","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":"Canadian Association of Learned Journals","funders":"","keywords":"Political science; Humanities; Art","authors":[{"name":"Olivier Petit","is_ca":false},{"name":"Bruno Villalba","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03934562470882974,"gpt":0.3061278839046898,"spread":0.2667822591958601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00247401,0.001400433,0.001343644,0.000405986,0.003110375,0.00113185,0.001616975,0.0009349404,0.005812361],"category_scores_gemma":[0.0004613075,0.001418396,0.0005841498,0.001151098,0.001884249,0.00160228,0.0008157319,0.001825964,0.000437633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00197381,"about_ca_system_score_gemma":0.001032312,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06516135,"about_ca_topic_score_gemma":0.4029697,"domain_scores_codex":[0.990469,0.001081882,0.00155562,0.001650569,0.002411864,0.002831024],"domain_scores_gemma":[0.9965662,0.0004100967,0.0007557815,0.0009722298,0.0004816058,0.0008140332],"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":[0.00005026652,0.001367028,0.01675122,0.0003856618,0.0008117144,0.000135925,0.06726635,0.00001803936,0.002260103,0.09782237,0.792748,0.02038335],"study_design_scores_gemma":[0.001498637,0.0002996851,0.02383121,0.000685283,0.0002254713,0.000008705881,0.007104977,0.00006478283,0.001544552,0.01455428,0.9485385,0.001643876],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.07451463,0.01839523,0.0003133249,0.727321,0.02483906,0.002600759,0.0005696481,0.0007823444,0.150664],"genre_scores_gemma":[0.4460013,0.1549741,0.02104604,0.03531735,0.009414958,0.002021067,0.0009160162,0.0005588697,0.3297503],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6920036,"threshold_uncertainty_score":0.999905,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1992948882","doi":"10.4000/developpementdurable.10736","title":"L’essor de la résilience ou la promotion de nouvelles cultures du risque autour de l’adaptation aux changements climatiques ?","year":2015,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","field":"Social Sciences","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; Political science; Art","authors":[{"name":"Florence Rudolf","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07161167966457715,"gpt":0.3413258401510794,"spread":0.2697141604865022,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003310225,0.0003808163,0.0003800091,0.0001079463,0.001102398,0.0004908505,0.0004590505,0.0003930632,0.0001462377],"category_scores_gemma":[0.001024788,0.000382226,0.0001362878,0.0003896076,0.0008737622,0.0006883087,0.0001624672,0.0003496896,0.00003679222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002641008,"about_ca_system_score_gemma":0.001650722,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03584085,"about_ca_topic_score_gemma":0.02304501,"domain_scores_codex":[0.9951871,0.002092632,0.0004778682,0.0004490241,0.0007728721,0.001020474],"domain_scores_gemma":[0.9985754,0.0003095643,0.0003129476,0.0001661842,0.0002663271,0.0003695059],"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":[0.00003771324,0.001080322,0.02529825,0.0002546762,0.0002517316,0.0000824745,0.4497786,0.0008804,0.0003881883,0.1912937,0.3208135,0.009840393],"study_design_scores_gemma":[0.001601032,0.0004174742,0.05460341,0.0009012877,0.0002454318,0.00001364717,0.07230524,0.008674754,0.001513947,0.07796633,0.7807195,0.00103801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3476454,0.02181259,0.01538457,0.376274,0.003738285,0.00227296,0.0001808391,0.0008559015,0.2318354],"genre_scores_gemma":[0.9457328,0.02821421,0.01103124,0.0008279074,0.001007512,0.0003826159,0.00003906415,0.00004755807,0.01271706],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5980874,"threshold_uncertainty_score":0.999863,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2612592966","doi":"10.4000/developpementdurable.11622","title":"La mobilité sur le campus Lyon Tech-la-Doua : approche systémique et scénarios en éco-mobilité","year":2017,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"Transportation Planning and Optimization","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":"HEC Montréal","funders":"","keywords":"Humanities; Sociology; Philosophy","authors":[{"name":"Philippe Terrier","is_ca":true},{"name":"Chantal Berdier","is_ca":false},{"name":"Mathieu Bouyer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02414037943199658,"gpt":0.3005835147307201,"spread":0.2764431352987236,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003536644,0.00050207,0.0005323475,0.0001628119,0.001702436,0.0009660919,0.0009728368,0.0006561035,0.0001937411],"category_scores_gemma":[0.0007471209,0.0005300999,0.0002067301,0.0002549821,0.0009585035,0.001442261,0.0001050836,0.0006859171,0.00005494859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004431545,"about_ca_system_score_gemma":0.001596367,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0321176,"about_ca_topic_score_gemma":0.02799252,"domain_scores_codex":[0.9953254,0.001495668,0.000792557,0.0008689755,0.0007437817,0.0007735939],"domain_scores_gemma":[0.9972382,0.0008043549,0.0006136919,0.0008261192,0.0002494814,0.0002681332],"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":[0.0004448143,0.004531574,0.2993268,0.003442492,0.0009540444,0.0005410368,0.2085939,0.04975609,0.002643529,0.2423928,0.09835948,0.08901348],"study_design_scores_gemma":[0.00286549,0.0002578392,0.2049179,0.002286393,0.0002034939,0.00003345556,0.01151323,0.003232541,0.001277295,0.005029632,0.7668679,0.00151478],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6311015,0.003830355,0.02038012,0.2184268,0.004458771,0.003273027,0.0004616619,0.001009329,0.1170585],"genre_scores_gemma":[0.962517,0.003476484,0.00629916,0.0005121934,0.0002324463,0.0002947532,0.0002196708,0.00007724301,0.0263711],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6685085,"threshold_uncertainty_score":0.999715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318611222","doi":"10.4000/developpementdurable.21189","title":"Covid-19 : le retour à la plage dans quatre grandes villes méditerranéennes après le confinement du printemps 2020 : Marseille et Nice (France), Barcelone et Valence (Espagne)","year":2022,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","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":"Centre de Géomatique du Québec","funders":"","keywords":"Humanities; Political science; Geography; Art","authors":[{"name":"Samuel Robert","is_ca":false},{"name":"Brieuc Cabioch","is_ca":false},{"name":"Marie-Laure-Tremelo","is_ca":true},{"name":"Nelly Parès","is_ca":false},{"name":"Éric Carroll","is_ca":false},{"name":"Alexandra Schleyer‐Lindenmann","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04148325096033879,"gpt":0.2791983974123517,"spread":0.2377151464520129,"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":[0.003752602,0.0008199327,0.0009898894,0.0001892549,0.005618654,0.0004504904,0.001287027,0.0002255266,0.004045684],"category_scores_gemma":[0.0007360619,0.000903294,0.0004694741,0.0009594083,0.00172124,0.0006669691,0.001133833,0.0009365467,0.00003645702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596202,"about_ca_system_score_gemma":0.003443841,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1756897,"about_ca_topic_score_gemma":0.1765209,"domain_scores_codex":[0.9906273,0.003831288,0.001140276,0.001279755,0.001774673,0.001346685],"domain_scores_gemma":[0.9968857,0.001133219,0.0006005226,0.0005455199,0.0001697522,0.0006653355],"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":[0.0001482281,0.001411544,0.01430742,0.000535341,0.0004620065,0.0003835075,0.1776536,0.001040502,0.0004627054,0.118293,0.6831189,0.002183225],"study_design_scores_gemma":[0.002519331,0.0002981115,0.00697711,0.0002155372,0.00009063441,0.00001993704,0.09391376,0.0002207785,0.0001261935,0.006262373,0.8883588,0.0009974274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0657982,0.02815429,0.001818709,0.7934686,0.004506974,0.001986398,0.00122279,0.0004445418,0.1025995],"genre_scores_gemma":[0.8689127,0.04853339,0.001061912,0.0135042,0.0006108072,0.001053716,0.0004257577,0.0001186649,0.06577885],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8031145,"threshold_uncertainty_score":0.9993418,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246569236","doi":"10.4000/developpementdurable.9729","title":"Abdelillah Hamdouch, Marc-Hubert Depret et Corinne Tanguy (dir.), La Mondialisation et résilience des territoires – Trajectoires, dynamiques d’acteurs et expériences, Québec, Presses de l’Université du Québec, 2012, 292p.","year":2013,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","authors":[{"name":"Bertrand Zuindeau","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01636423221018065,"gpt":0.2445561128086737,"spread":0.2281918805984931,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.001860164,0.001032774,0.0009911922,0.0002690381,0.002130002,0.001163872,0.00133182,0.0005472807,0.006178489],"category_scores_gemma":[0.001097101,0.001049689,0.000390034,0.0008079936,0.003272927,0.003916363,0.0005941016,0.0007760134,0.0001478717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003774385,"about_ca_system_score_gemma":0.003173241,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9801505,"about_ca_topic_score_gemma":0.9885355,"domain_scores_codex":[0.9916852,0.002667232,0.001065621,0.00125028,0.001418508,0.001913226],"domain_scores_gemma":[0.9962049,0.001427627,0.0006454041,0.0005785196,0.0004409831,0.0007025776],"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":[0.00006159946,0.0006984971,0.1135597,0.0002367832,0.0003093347,0.00009021667,0.1348454,0.0003972337,0.0005763919,0.008011578,0.7094605,0.03175276],"study_design_scores_gemma":[0.0008679968,0.000282844,0.2072499,0.0006863714,0.0001506628,0.00002561513,0.009941104,0.000519865,0.0004049298,0.004755302,0.7739173,0.001198186],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3964313,0.1425882,0.002093683,0.3880093,0.002683833,0.002561168,0.0003731009,0.0009481294,0.06431127],"genre_scores_gemma":[0.7836164,0.1828499,0.003406179,0.003620878,0.0005007875,0.0005519806,0.0001863684,0.0001417392,0.02512579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3871851,"threshold_uncertainty_score":0.999873,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318611216","doi":"10.4000/developpementdurable.20692","title":"Coconstructions entre acteurs académiques et communautés : habiter autrement Lac-Mégantic (Québec, Canada)","year":2022,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"Social Sciences and Governance","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":"Humanities; Art","authors":[{"name":"Lisa Rolland","is_ca":false},{"name":"Boris Roueff","is_ca":false},{"name":"Yona Jébrak","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02894000362893905,"gpt":0.295576423654496,"spread":0.2666364200255569,"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":[0.001299633,0.0004282341,0.0004623275,0.0000902698,0.003641433,0.0003350345,0.001179026,0.0001206292,0.01061799],"category_scores_gemma":[0.0001234158,0.0004721804,0.0001957258,0.0009026568,0.0008120646,0.0006740759,0.0006446678,0.00085806,0.00002429174],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004496778,"about_ca_system_score_gemma":0.008064872,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9850031,"about_ca_topic_score_gemma":0.9975128,"domain_scores_codex":[0.9940071,0.001391045,0.0006923646,0.0006601611,0.002069123,0.001180241],"domain_scores_gemma":[0.9982719,0.0003518488,0.0004934423,0.0004136846,0.0001223515,0.0003468069],"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":[0.00001999149,0.000325568,0.09090417,0.00005265489,0.0001348158,0.00005565091,0.02217252,0.0003863143,0.0000795298,0.0294077,0.845356,0.01110504],"study_design_scores_gemma":[0.0004573938,0.00010543,0.04574703,0.0001191346,0.00006076585,0.00001126677,0.02684382,0.0001686586,0.0001015923,0.001451472,0.9243813,0.0005521585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1430477,0.00365848,0.00005268065,0.8249722,0.007564031,0.0007290813,0.0004520008,0.0001247022,0.01939918],"genre_scores_gemma":[0.9070863,0.004357498,0.0005939475,0.0147587,0.000507927,0.0003479398,0.00007947574,0.0000519674,0.07221629],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8102134,"threshold_uncertainty_score":0.999773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390641114","doi":"10.4000/developpementdurable.23548","title":"L’approche par les services écosystémiques peut-elle permettre une meilleure mise en visibilité de la nature dans les processus de planification urbaine ?","year":2023,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","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":"Musée de la Civilisation","funders":"AgroParisTech","keywords":"Political science; Humanities; Geography; Art","authors":[{"name":"Léa Tardieu","is_ca":false},{"name":"Perrine Hamel","is_ca":true},{"name":"Mehdi Mikou","is_ca":false},{"name":"Lana Coste","is_ca":false},{"name":"Harold Levrel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02676808813312844,"gpt":0.3097882437801193,"spread":0.2830201556469908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002170178,0.0005657077,0.0005588596,0.0001745588,0.002391461,0.0003756017,0.0008379425,0.000955292,0.0001655338],"category_scores_gemma":[0.0003684154,0.0005448548,0.0002195591,0.001301366,0.0008416218,0.0004092648,0.0002199944,0.0008858,0.00003744004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267702,"about_ca_system_score_gemma":0.0006069647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.04728906,"about_ca_topic_score_gemma":0.1000186,"domain_scores_codex":[0.9951771,0.001458943,0.0006100503,0.0007970695,0.0007948975,0.001161869],"domain_scores_gemma":[0.9980562,0.0007885012,0.0003144127,0.0003311672,0.0002378007,0.0002718581],"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":[0.00008196897,0.0007137631,0.09369835,0.003024032,0.0005691815,0.0001469496,0.6705478,0.0004144569,0.003206603,0.04582107,0.1634592,0.01831659],"study_design_scores_gemma":[0.0006318164,0.0001191619,0.08452787,0.0008070972,0.0001884365,0.000008375247,0.1140042,0.001263848,0.001711382,0.01509777,0.780897,0.0007430708],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6859854,0.04601812,0.0003553301,0.1997684,0.001159206,0.001444318,0.0003506969,0.001127802,0.06379066],"genre_scores_gemma":[0.9122038,0.03660492,0.001389813,0.0005379852,0.001103321,0.0003294909,0.0003088484,0.0000867363,0.04743511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6174378,"threshold_uncertainty_score":0.9997003,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318611272","doi":"10.4000/developpementdurable.21266","title":"La durabilité de la chaîne d’approvisionnement en fruits et légumes à l’épreuve du Covid-19 : cas de la ville de Meknès au Maroc","year":2022,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"Urban Agriculture and Sustainability","field":"Agricultural and Biological 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":"Centre Intégré de Santé et de Services Sociaux des Laurentides; Centre de Recherche en Sciences Animales de Deschambault","funders":"","keywords":"Humanities; Political science; Coronavirus disease 2019 (COVID-19); Art; Medicine","authors":[{"name":"Abdelmajid Saidi","is_ca":true},{"name":"Laila Bouhid","is_ca":false},{"name":"Claude Napoléone","is_ca":true},{"name":"Fatima El Hadad‐Gauthier","is_ca":false},{"name":"Sanaa Moussalim","is_ca":false},{"name":"Abdelkamel Alj","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01918808736030984,"gpt":0.2890069067342881,"spread":0.2698188193739782,"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":[0.00986073,0.000681771,0.0006267783,0.00007928221,0.001843423,0.0005020288,0.001077296,0.0005929504,0.004249058],"category_scores_gemma":[0.00210031,0.0003835551,0.0004001055,0.0006668493,0.0006221572,0.0003373164,0.001178588,0.001350087,0.00001661012],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0070059,"about_ca_system_score_gemma":0.001510395,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03316037,"about_ca_topic_score_gemma":0.01370624,"domain_scores_codex":[0.9857363,0.009981487,0.0007969952,0.001088295,0.0008663452,0.001530579],"domain_scores_gemma":[0.9931253,0.005336629,0.0003051422,0.0003110608,0.0001141133,0.0008077455],"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":[0.0003287617,0.00399631,0.6069932,0.0007442541,0.0003236722,0.001072919,0.08373708,0.002318838,0.01317202,0.0196324,0.2415917,0.02608886],"study_design_scores_gemma":[0.000842085,0.000533944,0.2525568,0.0000589172,0.00008956235,0.0003430989,0.03407939,0.0002685047,0.0007319556,0.007862525,0.7019838,0.0006494187],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7167911,0.001602983,0.0001187382,0.2751034,0.0003278519,0.0009164684,0.0003430365,0.0001843409,0.004612145],"genre_scores_gemma":[0.978494,0.002049736,0.0008058362,0.006238664,0.0004338484,0.0007757962,0.0002661067,0.00001652023,0.01091945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4603921,"threshold_uncertainty_score":0.9998617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3024123093","doi":"10.4000/developpementdurable.16601","title":"Écologie politique des paysans alternatifs de l’Empordà (Catalogne) : s’engager entre mer et montagne","year":2020,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","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":"Université Laval","funders":"","keywords":"Humanities; Political science; Ethnology; Sociology; Art","authors":[{"name":"Sabrina Doyon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08539721615121583,"gpt":0.3171157816824999,"spread":0.2317185655312841,"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":[0.001155668,0.0005696696,0.0006339283,0.00007998932,0.001485804,0.0003322584,0.000753265,0.0003399571,0.001469086],"category_scores_gemma":[0.0009892727,0.0005829545,0.0003039201,0.0005272161,0.001475892,0.0005615769,0.0004003223,0.0006969019,0.0001435986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001775349,"about_ca_system_score_gemma":0.0009095019,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07707381,"about_ca_topic_score_gemma":0.09856972,"domain_scores_codex":[0.9949054,0.001367266,0.0006780426,0.0007636168,0.0007557307,0.00152996],"domain_scores_gemma":[0.9982126,0.0004588281,0.0002663902,0.0002546567,0.0001723725,0.0006351729],"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":[0.00004951953,0.000515673,0.0471619,0.0002821492,0.0005307418,0.0002211043,0.3184963,0.000110723,0.0005068901,0.1213325,0.5001256,0.01066678],"study_design_scores_gemma":[0.001025965,0.000330392,0.03323134,0.0002408091,0.0001311491,0.000003990173,0.02145077,0.0001173726,0.001052535,0.02062776,0.9209552,0.0008326826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1248757,0.02122808,0.001192061,0.7287543,0.002363508,0.000979951,0.0002888967,0.0003958621,0.1199216],"genre_scores_gemma":[0.8621064,0.07727724,0.004468948,0.02193671,0.001872685,0.0002363573,0.0001225949,0.0001030101,0.03187605],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7372307,"threshold_uncertainty_score":0.9998142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4246484318","doi":"10.4000/developpementdurable.8902","title":"Éditorial","year":2011,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"Multiculturalism, Politics, Migration, Gender","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":"Canadian Association of Learned Journals","funders":"","keywords":"Computer science","authors":[{"name":"Olivier Petit","is_ca":false},{"name":"Bruno Villalba","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2114013516424668,"gpt":0.4001028841730863,"spread":0.1887015325306195,"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":[0.0008315665,0.0004512913,0.0003838737,0.0001170633,0.0007552033,0.0002370486,0.0006162538,0.0003757676,0.006561468],"category_scores_gemma":[0.0002334377,0.0004459074,0.0002081922,0.0002641667,0.001184286,0.000982465,0.0001460797,0.0003371024,0.0008355568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002357422,"about_ca_system_score_gemma":0.001291987,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05381513,"about_ca_topic_score_gemma":0.03121652,"domain_scores_codex":[0.9958481,0.0006721037,0.0007440202,0.0006225118,0.0009372008,0.001176122],"domain_scores_gemma":[0.9984129,0.0001310448,0.0002890628,0.0004429754,0.0003106245,0.0004133648],"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":[0.00002722899,0.0004185188,0.01486117,0.00007810635,0.000163014,0.00002858932,0.1566978,0.000006742278,0.0002151191,0.1059024,0.7189576,0.002643614],"study_design_scores_gemma":[0.0006850265,0.00008910298,0.02582482,0.0001322983,0.00008908315,0.000004803985,0.01107631,0.00004709859,0.002189433,0.002198371,0.9570586,0.0006050633],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2785082,0.003350756,0.0004541882,0.3655004,0.1137885,0.001984635,0.0003284496,0.000665007,0.23542],"genre_scores_gemma":[0.3526141,0.007919497,0.01380845,0.0198322,0.02540638,0.0002275472,0.0002859482,0.0001914468,0.5797144],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.3456682,"threshold_uncertainty_score":0.9999424,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000711944","doi":"10.4000/developpementdurable.10054","title":"Les organisations logistiques à promouvoir dans le cadre des Politiques de Transport Durable de Marchandises : la question des circuits de proximité","year":2013,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","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":"Ministère des Transports","funders":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Amélie Gonçalves","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06144816630729701,"gpt":0.3109115706915316,"spread":0.2494634043842346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001735679,0.0005084486,0.0004966422,0.0001432809,0.003148476,0.0004191286,0.0005003304,0.000442785,0.0006103741],"category_scores_gemma":[0.0005366984,0.0005360818,0.0001950302,0.0004722311,0.003523753,0.001095227,0.00008152192,0.0004380078,0.00002141227],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004684154,"about_ca_system_score_gemma":0.002035344,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5914986,"about_ca_topic_score_gemma":0.33878,"domain_scores_codex":[0.9949263,0.00175829,0.0006198694,0.0005479413,0.0005072906,0.001640327],"domain_scores_gemma":[0.9983586,0.0003315512,0.0002260906,0.0002274047,0.0003871912,0.0004691757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001220039,0.0009559826,0.3277424,0.0009080485,0.0003089102,0.00006915309,0.3592345,0.0001006155,0.005215071,0.2657289,0.0191249,0.02059934],"study_design_scores_gemma":[0.0005355626,0.0002280155,0.6105452,0.001123099,0.0001697363,0.0000341337,0.04634038,0.0001278933,0.009392763,0.2944517,0.03618302,0.0008684873],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8475955,0.009970739,0.01729658,0.05665253,0.0003291131,0.001532044,0.0001645301,0.0006065753,0.0658524],"genre_scores_gemma":[0.9416724,0.02070052,0.008413054,0.0002886092,0.0004105835,0.0007404665,0.00005798963,0.00007626438,0.02764012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3128941,"threshold_uncertainty_score":0.9997091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4298206835","doi":"10.4000/developpementdurable.5123","title":"Corinne Gendron et Jean-Guy Vaillancourt (dir.), 2007, Environnement et sciences sociales. Les défis de l’interdisciplinarité, Québec, Les Presses de l’Université Laval, 429 p.","year":2007,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","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":"Philosophy; Humanities; Art","authors":[{"name":"Louis Guay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04522033268643588,"gpt":0.2971546220737846,"spread":0.2519342893873487,"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":[0.006049677,0.0007180838,0.0007434108,0.0002514407,0.004431597,0.0004606531,0.001100347,0.0004543789,0.004426348],"category_scores_gemma":[0.0004508047,0.0007563303,0.0003727445,0.0005806693,0.003501833,0.000654898,0.0007743138,0.0006799489,0.00008307454],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006911441,"about_ca_system_score_gemma":0.00211991,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5829269,"about_ca_topic_score_gemma":0.8937293,"domain_scores_codex":[0.993502,0.001319723,0.0008403708,0.0009553457,0.001331085,0.002051515],"domain_scores_gemma":[0.9971572,0.001401265,0.0005066699,0.0003157018,0.0001675418,0.0004515944],"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":[0.00006386816,0.0008240778,0.07335614,0.0002190661,0.0004308115,0.0001499473,0.0731127,0.0003758218,0.0004761702,0.02231895,0.7969352,0.03173723],"study_design_scores_gemma":[0.0008372153,0.0003179827,0.06300686,0.0004359056,0.0001724843,0.000006810302,0.0277111,0.00008670875,0.0008067788,0.004465964,0.9012555,0.0008967128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08671007,0.2785024,0.005892292,0.496351,0.003822737,0.001238376,0.0002873525,0.0004472913,0.1267485],"genre_scores_gemma":[0.5185863,0.4005835,0.005880907,0.002362343,0.001960102,0.00008512953,0.00009425133,0.0001236554,0.07032374],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4939887,"threshold_uncertainty_score":0.9994888,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W182797627","doi":"10.4000/developpementdurable.6022","title":"Laville Jean-Louis, 2007, L’économie solidaire. Une perspective internationale, Hachette Littératures, 383 p.","year":2007,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"Social Sciences and Governance","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":"Perspective (graphical); Philosophy; Art","authors":[{"name":"Sarah Seus","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0291702031973437,"gpt":0.3211759072670022,"spread":0.2920057040696585,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002326293,0.0005236228,0.0005129523,0.0001568972,0.001243593,0.000560185,0.001074475,0.0004119305,0.00222209],"category_scores_gemma":[0.0005687037,0.0005457427,0.0003163765,0.001223,0.001296253,0.001076409,0.0002437603,0.0006401365,0.0003630663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003234505,"about_ca_system_score_gemma":0.001096683,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2496248,"about_ca_topic_score_gemma":0.3452135,"domain_scores_codex":[0.9950121,0.0002833365,0.0008087172,0.0009983808,0.001351659,0.001545793],"domain_scores_gemma":[0.9975567,0.0006046683,0.0005917253,0.0003797685,0.0003933854,0.0004737327],"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":[0.00006338576,0.0004649522,0.01432026,0.00003428933,0.0002004824,0.000103919,0.02263982,0.0001246716,0.00009823387,0.4134101,0.5270454,0.02149447],"study_design_scores_gemma":[0.0007086213,0.0001165142,0.05023866,0.0002470765,0.00004871888,0.000005128125,0.019447,0.0001126596,0.0003314634,0.01755616,0.9104996,0.0006884297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.03839453,0.02295579,0.0009244675,0.6993096,0.009779765,0.0007867235,0.0001872083,0.0001859487,0.2274759],"genre_scores_gemma":[0.4638543,0.0264958,0.003606125,0.01070164,0.006739814,0.00009119383,0.00008044075,0.0001072612,0.4883234],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.688608,"threshold_uncertainty_score":0.9996994,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2215711666","doi":"10.4000/developpementdurable.11057","title":"Adapter les pratiques aux valeurs, adapter les valeurs aux pratiques : compensation et conciliation des habitants du périurbain pour une mobilité durable","year":2015,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","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":"Université Laval","funders":"","keywords":"Humanities; Sociology; Philosophy","authors":[{"name":"Georges-Henry Laffont","is_ca":true},{"name":"Denis Martouzet","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1432555727873162,"gpt":0.3391066571855194,"spread":0.1958510843982032,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003324858,0.0009009433,0.0009882421,0.0002075303,0.002241989,0.0007322012,0.0006930434,0.0005811492,0.0005508167],"category_scores_gemma":[0.001727742,0.0008931397,0.0002870352,0.0006804092,0.001998707,0.002374619,0.0002949563,0.0006499223,0.00009737229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002513581,"about_ca_system_score_gemma":0.002530286,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1310184,"about_ca_topic_score_gemma":0.3844899,"domain_scores_codex":[0.9920474,0.002582505,0.001390406,0.001066061,0.001641127,0.001272447],"domain_scores_gemma":[0.9959764,0.0007735729,0.0007614424,0.0004861085,0.001511448,0.0004910009],"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":[0.0001259423,0.001023124,0.1024501,0.0002816898,0.000506075,0.00005910524,0.2020046,0.0004149278,0.0004688347,0.2825972,0.3938244,0.01624405],"study_design_scores_gemma":[0.002409529,0.0008766626,0.1363675,0.001171932,0.0002751763,0.00001077845,0.07485309,0.00169053,0.001305196,0.04701489,0.7323704,0.001654347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5819815,0.02495429,0.002972963,0.3369393,0.002879562,0.002288651,0.0003804207,0.0006576983,0.04694564],"genre_scores_gemma":[0.9313585,0.02041899,0.005984389,0.002589851,0.00101763,0.0003599483,0.0002909028,0.000118895,0.03786088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.349377,"threshold_uncertainty_score":0.9993519,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1879033777","doi":"10.4000/developpementdurable.10838","title":"Pierre Dardot, Christian Laval, 2014, Commun. Essai sur la révolution au XXe siècle. Paris, La Découverte, 593 pages","year":2015,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"French Urban and Social Studies","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":"Humanities; Art; Philosophy","authors":[{"name":"Bruno Boidin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04697702649912478,"gpt":0.2872031644860623,"spread":0.2402261379869375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.003626825,0.0007090548,0.0008986326,0.0001486149,0.002121079,0.0006228429,0.0009226611,0.0006310893,0.0004298722],"category_scores_gemma":[0.0006636181,0.0007293255,0.0003007248,0.000583278,0.002474336,0.001147313,0.0005119806,0.0008311614,0.0002425381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002507777,"about_ca_system_score_gemma":0.00188611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2638668,"about_ca_topic_score_gemma":0.2043266,"domain_scores_codex":[0.9932207,0.002136973,0.0008860161,0.0007674449,0.001532913,0.001455985],"domain_scores_gemma":[0.99712,0.00081436,0.0004535276,0.000585963,0.0003959819,0.0006302253],"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":[0.00003204087,0.0006665604,0.02483781,0.0001244862,0.0002912222,0.0000520084,0.03226018,0.00005289555,0.00001752248,0.01446964,0.9149361,0.01225956],"study_design_scores_gemma":[0.001491234,0.0001751145,0.05097821,0.000429515,0.000161355,0.000005785434,0.01279828,0.0001838301,0.00005426702,0.00754556,0.9253272,0.0008496385],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02861074,0.1703819,0.0005571818,0.2927572,0.01313585,0.001454622,0.0003928951,0.0007048898,0.4920047],"genre_scores_gemma":[0.6836945,0.1920644,0.001227872,0.001291354,0.00215851,0.0002366499,0.0002544259,0.0001406651,0.1189316],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6550838,"threshold_uncertainty_score":0.9995158,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093525697","doi":"","title":"A look at the payment for ecosystem services programs in agricultural areas of Quebec.","year":2016,"lang":"en","type":"article","venue":"Développement durable et territoires","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Ecosystem services; Agriculture; Payment; Business; Payment for ecosystem services; Environmental resource management; Ecosystem; Agricultural economics; Environmental planning; Geography; Environmental science; Ecology; Economics; Finance; Archaeology","authors":[{"name":"Sylvain Lavallée","is_ca":false},{"name":"Jérôme Dupras","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01810181109648414,"gpt":0.2264076576727103,"spread":0.2083058465762261,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003561156,0.0001797696,0.0001660532,0.00002788168,0.0001143524,0.0000333103,0.0003120584,0.00003784816,0.000757351],"category_scores_gemma":[0.000005969525,0.00009078011,0.00007477544,0.0001100869,0.0000928388,0.0002372842,0.0003604263,0.00003294419,0.00009129704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007538202,"about_ca_system_score_gemma":0.000007976798,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00397648,"about_ca_topic_score_gemma":0.3176776,"domain_scores_codex":[0.9985372,0.00007694291,0.0003952092,0.0003278533,0.0003534896,0.0003092816],"domain_scores_gemma":[0.9994285,0.00006404421,0.0001770205,0.0002696968,0.000006088301,0.00005467052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001522822,0.0006830504,0.8454515,0.0003278555,0.0001009332,0.000005987426,0.0026869,0.0002839694,0.04440035,0.00122748,0.05784432,0.04683541],"study_design_scores_gemma":[0.001501005,0.0001324336,0.6819305,0.0002999632,0.00002161315,0.000002455894,0.001568948,0.00007092081,0.01291755,0.0003519189,0.300921,0.0002816503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9491907,0.00003564829,0.0001293415,0.04696605,0.0001023429,0.001511849,0.00002698387,0.00003322046,0.00200391],"genre_scores_gemma":[0.9843783,0.0001088722,0.000444461,0.001059816,0.00001462345,0.0007507666,0.00005774685,0.00001466899,0.01317078],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3137012,"threshold_uncertainty_score":0.8292462,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3212309166","doi":"10.4000/developpementdurable.19410","title":"Didier Busca, Nathalie Lewis (dir.), 2019, Penser le gouvernement des ressources naturelles, Laval, Presses de l’Université Laval, 472 pages.","year":2021,"lang":"fr","type":"article","venue":"Développement durable et territoires","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":"Humanities; Political science; Philosophy; Art","authors":[{"name":"Nicolas Verhaeghe","is_ca":false},{"name":"Audrey Sérandour","is_ca":false},{"name":"Recherches-Ressources","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02749658775190231,"gpt":0.2481845311473038,"spread":0.2206879433954015,"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":[0.001048722,0.0006955,0.000793987,0.0001310233,0.003484398,0.0005999075,0.0008411168,0.0005121771,0.002894716],"category_scores_gemma":[0.0004004029,0.0007531345,0.0004102059,0.0008029095,0.001581759,0.0007336494,0.0006076208,0.0006840419,0.0001199945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002011171,"about_ca_system_score_gemma":0.001150749,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1487808,"about_ca_topic_score_gemma":0.3109347,"domain_scores_codex":[0.9942502,0.001109556,0.000677796,0.001010016,0.001325513,0.001626904],"domain_scores_gemma":[0.9978545,0.0004098948,0.000361539,0.0005050597,0.0004992237,0.0003698299],"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":[0.00003473787,0.0007796084,0.00905748,0.0002906626,0.0007194019,0.0004118855,0.05406861,0.00007089401,0.001052824,0.004824031,0.9172314,0.01145845],"study_design_scores_gemma":[0.001041353,0.00009922872,0.01991548,0.0006726312,0.0002471286,0.00001003965,0.01290422,0.00002029145,0.00854132,0.004862974,0.9508234,0.0008619029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05008091,0.6982374,0.00008964865,0.163352,0.002792634,0.0005768994,0.0002983835,0.0002379868,0.08433412],"genre_scores_gemma":[0.103455,0.7036927,0.001277605,0.001259004,0.0007030325,0.00006520725,0.0001754153,0.00008631728,0.1892858],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1621539,"threshold_uncertainty_score":0.999492,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2901051426","doi":"10.4000/developpementdurable.13010","title":"Jacques Debouverie, 2017, L’Altercité : Rendre désirable la ville durable, Éditions Charles Léopold Mayer, 314 pages.","year":2018,"lang":"fr","type":"article","venue":"Développement durable et territoires","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":"GDG Environnement","funders":"","keywords":"Art; Humanities; Art history","authors":[{"name":"Maximilien Lambert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05130943828549622,"gpt":0.2996727205518809,"spread":0.2483632822663847,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts","insufficient_payload"],"category_scores_codex":[0.001505988,0.0009127328,0.001005292,0.0002802421,0.005189618,0.0008284788,0.001067593,0.0006209928,0.008173842],"category_scores_gemma":[0.000496725,0.0009521003,0.0004280821,0.001110104,0.004199661,0.001456688,0.0004697316,0.00066207,0.0009496896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001434512,"about_ca_system_score_gemma":0.0008531222,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0424565,"about_ca_topic_score_gemma":0.211776,"domain_scores_codex":[0.9931062,0.001127284,0.001119275,0.001193939,0.001341075,0.002112233],"domain_scores_gemma":[0.9970191,0.0006371151,0.0005283091,0.0007175162,0.0005098549,0.0005881544],"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":[0.00003227519,0.0005009398,0.001474027,0.0001778795,0.0003450632,0.00008699523,0.02353706,0.000004429832,0.0001927551,0.07566151,0.8894411,0.008545959],"study_design_scores_gemma":[0.0009223889,0.0003307849,0.005761902,0.0009271543,0.0001723907,0.00001395802,0.008774972,0.00007652131,0.001108926,0.0183571,0.9624054,0.001148457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01455137,0.04600433,0.0004198853,0.2320946,0.01112917,0.001296711,0.0007572985,0.0006940725,0.6930525],"genre_scores_gemma":[0.2889163,0.2919913,0.003757918,0.005012684,0.005873666,0.0005711303,0.0002606275,0.0002090538,0.4034073],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2896452,"threshold_uncertainty_score":0.9998282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1506149239","doi":"10.4000/developpementdurable.9042","title":"Bruno Villalba (ed.), Appropriations du développement durable. Emergences, diffusions, traductions, Villeneuve d'Ascq, Presses Universitaires du Septentrion, 2009, 388 p.","year":2011,"lang":"fr","type":"article","venue":"Développement durable et territoires","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 du Québec à Montréal","funders":"","keywords":"Humanities; Art","authors":[{"name":"Frédéric Nicolas","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03661318457635803,"gpt":0.2447503594380286,"spread":0.2081371748616706,"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":[0.001347955,0.001098694,0.001068205,0.0004407623,0.005703161,0.0003512575,0.001343186,0.0006142206,0.01213767],"category_scores_gemma":[0.0006180844,0.001128246,0.0006043402,0.001599181,0.001605277,0.001529243,0.0005964104,0.0006939686,0.0004217963],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002241285,"about_ca_system_score_gemma":0.001195902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05373453,"about_ca_topic_score_gemma":0.06609427,"domain_scores_codex":[0.9919673,0.001293984,0.001570468,0.001448473,0.001784881,0.001934858],"domain_scores_gemma":[0.9965889,0.0003990657,0.0008433027,0.0007173558,0.0007375759,0.0007137298],"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":[0.00007671865,0.002082466,0.02632841,0.0002200619,0.001016519,0.0000902568,0.06185994,0.00008448583,0.0001345634,0.05296718,0.8453361,0.009803343],"study_design_scores_gemma":[0.001521011,0.0003349003,0.04187037,0.0004915696,0.0005596028,0.00001381448,0.02997936,0.0001323801,0.0003751961,0.007854696,0.9153863,0.001480747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.07153331,0.1596898,0.003175738,0.6296199,0.02998737,0.004762053,0.001030179,0.001253773,0.09894796],"genre_scores_gemma":[0.2660777,0.6979438,0.004377897,0.001100367,0.002401801,0.0004124099,0.0003455959,0.0001451994,0.02719526],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.6285195,"threshold_uncertainty_score":0.9991168,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411263595","doi":"10.4000/144mr","title":"La notion de potentiel agronomique en droit de l’urbanisme : une invisibilisation de la qualité des sols par les enjeux socio-spatiaux du foncier agricole","year":2025,"lang":"fr","type":"article","venue":"Développement durable et territoires","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 de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Political science","authors":[{"name":"Julie Itey","is_ca":true},{"name":"Adrien Baysse-Lainé","is_ca":false},{"name":"Maylis Desrousseaux","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02963931807040586,"gpt":0.3021854597864801,"spread":0.2725461417160743,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.004058399,0.0004187375,0.0005118094,0.0001488921,0.002049117,0.0004342515,0.0004480727,0.0006941349,0.0001824656],"category_scores_gemma":[0.001078276,0.0004678792,0.0002921999,0.0006251115,0.001653447,0.0005017773,0.0002035487,0.000515571,0.00001727665],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005845326,"about_ca_system_score_gemma":0.001706024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1218283,"about_ca_topic_score_gemma":0.05657176,"domain_scores_codex":[0.993978,0.003358545,0.0006690775,0.0005424099,0.0004045389,0.00104746],"domain_scores_gemma":[0.9976413,0.001453227,0.0002818393,0.0002259309,0.0001888189,0.0002088843],"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":[0.00004467474,0.0009976564,0.2408855,0.0005090638,0.0005458894,0.00003718933,0.222587,0.0005817411,0.001923381,0.3179033,0.1055507,0.1084339],"study_design_scores_gemma":[0.0009484324,0.00009741337,0.5378612,0.0005970956,0.0001920983,0.00000341896,0.03094139,0.0005509089,0.001137385,0.3097497,0.1173505,0.0005704624],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8074696,0.006605049,0.03221099,0.1111169,0.0009965041,0.0008196096,0.00005617806,0.0002304558,0.04049469],"genre_scores_gemma":[0.9699179,0.01326079,0.004649131,0.001193876,0.0005134553,0.0002510265,0.00004311927,0.00003799588,0.01013273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2969757,"threshold_uncertainty_score":0.9997773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403466788","doi":"10.4000/12hq7","title":"Écologiser sans contester : le travail politique autour de deux éco-innovations dans l’aquaculture canadienne","year":2024,"lang":"fr","type":"article","venue":"Développement durable et territoires","topic":"Sustainable Industrial Ecology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Montreal Police Service","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Antoine Police","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02143720662198353,"gpt":0.2600739573003826,"spread":0.2386367506783991,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009887307,0.0007158981,0.0006273033,0.0004895328,0.0003974263,0.0005238719,0.0005538937,0.0009064768,0.001775808],"category_scores_gemma":[0.0004055314,0.0007816318,0.0002057593,0.001005139,0.0002899534,0.0007200651,0.0001437349,0.001337393,0.0001304465],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007684873,"about_ca_system_score_gemma":0.004064098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1455757,"about_ca_topic_score_gemma":0.4614249,"domain_scores_codex":[0.9953331,0.0003688624,0.0009844146,0.000767949,0.0002360376,0.002309651],"domain_scores_gemma":[0.9982728,0.0004361953,0.0001035856,0.000503998,0.000230359,0.0004530339],"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":[0.00003891593,0.0003569791,0.008352635,0.001533891,0.001242922,0.002858674,0.02241964,0.02879341,0.008341085,0.2577196,0.6576158,0.01072639],"study_design_scores_gemma":[0.001417658,0.0002910987,0.02862189,0.0008814699,0.0002474935,0.0003996085,0.01383246,0.01771774,0.004100034,0.009589061,0.9216421,0.001259379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3815465,0.003531077,0.007998541,0.5757872,0.006723752,0.001522015,0.0007850574,0.001321044,0.0207848],"genre_scores_gemma":[0.9170302,0.001255693,0.004083189,0.002438394,0.00120515,0.0006685086,0.0002895159,0.0002562043,0.0727732],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5733489,"threshold_uncertainty_score":0.9994634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1600065392","doi":"10.4000/developpementdurable.7533","title":"Naomi Klein, 2008, La stratégie du choc. La montée d’un capitalisme du désastre, Toronto : Léméac/Actes Sud, 668 p.","year":2008,"lang":"fr","type":"article","venue":"Développement durable et territoires","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":"Humanities; Philosophy","authors":[{"name":"Stéphane Callens","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02467049409113336,"gpt":0.2506452809034839,"spread":0.2259747868123506,"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":[0.001257649,0.0009108248,0.001010266,0.000101144,0.002984948,0.0005378828,0.0009692351,0.000629491,0.002960879],"category_scores_gemma":[0.0004562082,0.0009455232,0.0004716663,0.0004711518,0.00232987,0.001671068,0.0003594231,0.0005483667,0.0002015844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002199635,"about_ca_system_score_gemma":0.0008871687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2044339,"about_ca_topic_score_gemma":0.2344458,"domain_scores_codex":[0.9935777,0.001302712,0.001036995,0.001007833,0.001384525,0.001690265],"domain_scores_gemma":[0.9973314,0.0007991304,0.0004406743,0.0004863113,0.000368567,0.0005738993],"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":[0.00004629224,0.001128655,0.02864105,0.0001152171,0.0006313425,0.00067628,0.1018547,0.00003365626,0.00009378707,0.05428835,0.7992448,0.01324591],"study_design_scores_gemma":[0.001481183,0.000205063,0.09348558,0.0002270529,0.0001301388,0.00003411605,0.01274334,0.00006749536,0.0001565912,0.003120704,0.8872626,0.001086142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3750979,0.1214619,0.0001358054,0.1735233,0.00743795,0.001408787,0.0004510367,0.0006272517,0.3198561],"genre_scores_gemma":[0.7574869,0.1957956,0.001258592,0.001062023,0.002612159,0.0002106028,0.0001014946,0.0001076609,0.04136489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.382389,"threshold_uncertainty_score":0.9992995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W194921813","doi":"10.4000/developpementdurable.9851","title":"Diana K. Davis, Les mythes environnementaux de la colonisation française au Maghreb, trad. de l’angl. par G. Quenet, Champs Vallon, coll. « L’environnement a une histoire », Seyssel, 2012, 329 p.","year":2013,"lang":"fr","type":"article","venue":"Développement durable et territoires","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 du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Art","authors":[{"name":"Guillaume Le Blanc","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02099220482830305,"gpt":0.2536213613537729,"spread":0.2326291565254698,"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":[0.001821154,0.0008439671,0.0008242599,0.0001922781,0.004723405,0.0004624157,0.0007655476,0.000656293,0.003557099],"category_scores_gemma":[0.0001729592,0.0009142734,0.0003555263,0.0005557539,0.003520148,0.00090184,0.0002329505,0.00062166,0.0002405888],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007300666,"about_ca_system_score_gemma":0.001074385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3930961,"about_ca_topic_score_gemma":0.2336689,"domain_scores_codex":[0.9932273,0.001702053,0.001024554,0.0009324359,0.001122407,0.001991268],"domain_scores_gemma":[0.9976929,0.0005685632,0.0005258888,0.0004739303,0.0001044199,0.0006343258],"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":[0.0000399184,0.001697921,0.05964231,0.000323305,0.0005915514,0.00006138675,0.1359347,0.0002113439,0.001327626,0.02214417,0.7242712,0.05375462],"study_design_scores_gemma":[0.001445092,0.0002612316,0.1384928,0.0003128485,0.000228007,0.000005333401,0.01416493,0.0002405731,0.0004059064,0.006861669,0.836621,0.0009605148],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4620084,0.08084749,0.0009913652,0.3998555,0.00275263,0.003252481,0.0002391681,0.0003697366,0.04968318],"genre_scores_gemma":[0.8961645,0.0550478,0.003122895,0.00248825,0.001295347,0.001417208,0.0001570343,0.0001375851,0.04016939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4341561,"threshold_uncertainty_score":0.9993308,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}