{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":30,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":30,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"query_hash":"f96531e4c0e1","filters":{"venue":"Innovations"}},"results":[{"id":"W2971729298","doi":"10.3917/inno.pr2.0066","title":"Innovation en santé conduite par les médecins et infirmières : l’approche du design participatif à l’hôpital","year":2019,"lang":"fr","type":"article","venue":"Innovations","topic":"Information Systems Theories and Implementation","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.07381362352170304,"gpt":0.3698396878543077,"spread":0.2960260643326046,"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":[0.003566377,0.0002488315,0.0002800614,0.0004101131,0.000808769,0.0003201457,0.0002644992,0.000259512,0.002607842],"category_scores_gemma":[0.001142359,0.0002644882,0.00006023635,0.003982129,0.0003104319,0.002337048,0.0000774228,0.000287002,0.0009556588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002435185,"about_ca_system_score_gemma":0.0005624295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000929685,"about_ca_topic_score_gemma":0.0001730829,"domain_scores_codex":[0.9966475,0.0007060344,0.001303744,0.0002651104,0.0005771075,0.0005004434],"domain_scores_gemma":[0.9967598,0.0005819104,0.0009496285,0.00028311,0.001354058,0.00007145395],"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":[0.00001578266,0.00008330447,0.02341076,0.00005862798,0.00006764226,5.239985e-7,0.04450008,0.0003083133,0.0009714603,0.9018517,0.01526867,0.01346311],"study_design_scores_gemma":[0.001280034,0.0002548729,0.04718095,0.0001753426,0.00005475436,0.000006915033,0.03935629,0.001647785,0.001560638,0.0218502,0.8860428,0.0005894612],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8257,0.00007859807,0.0970672,0.02524922,0.002945904,0.001642006,0.0002141835,0.0001458619,0.04695698],"genre_scores_gemma":[0.9889088,0.00005202595,0.002757074,0.001956702,0.0005672363,0.0001622723,0.0003866398,0.00002644085,0.005182842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8800015,"threshold_uncertainty_score":0.9999807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2612729160","doi":"10.3917/inno.pr1.0018","title":"Transport et logistique des circuits courts alimentaires de proximité : la diversité des trajectoires d’innovation","year":2017,"lang":"fr","type":"article","venue":"Innovations","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":15,"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","retraction":null,"screen_n_in":null,"score":{"opus":0.1054503501179786,"gpt":0.3360453980210258,"spread":0.2305950479030473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001180332,0.0002356971,0.0002608517,0.0001558869,0.005985147,0.0002927017,0.0004760468,0.0002793841,0.0001732549],"category_scores_gemma":[0.00069719,0.000266097,0.00009225377,0.0008814379,0.005178906,0.001069451,0.00006602069,0.0003056704,0.00001841974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006662901,"about_ca_system_score_gemma":0.0005684337,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03040663,"about_ca_topic_score_gemma":0.02881506,"domain_scores_codex":[0.9981437,0.0002090506,0.0004142181,0.0003053379,0.0003744317,0.0005532998],"domain_scores_gemma":[0.9984095,0.0001511301,0.0003616939,0.000260265,0.0007411817,0.00007622354],"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":[0.000004217108,0.0002307131,0.08686516,0.0000591453,0.0001474764,0.00002571299,0.03771177,0.00001568634,0.0002663877,0.8192536,0.00467782,0.05074227],"study_design_scores_gemma":[0.000408956,0.00006465615,0.6404227,0.0002076287,0.0001011738,0.000004245256,0.004354818,0.00001685771,0.0002910014,0.2510746,0.1027088,0.0003445297],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7213317,0.002834532,0.005682173,0.01756315,0.001033994,0.0004724837,0.0001758442,0.000148732,0.2507574],"genre_scores_gemma":[0.9836867,0.001235013,0.001048911,0.0004783213,0.0003874438,0.00005664445,0.00003564053,0.00002161516,0.01304971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.568179,"threshold_uncertainty_score":0.9999791,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2943977907","doi":"10.3917/inno.059.0015","title":"Pourquoi et comment sont conçues les innovations responsables ? Résultats d’une méta-ethnographie","year":2019,"lang":"fr","type":"article","venue":"Innovations","topic":"Service and Product Innovation","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"École de Technologie Supérieure; Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.04456279827510572,"gpt":0.2910364933782569,"spread":0.2464736951031511,"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":[0.002174753,0.000576117,0.000523456,0.002284932,0.0009639695,0.0009295822,0.0005960587,0.0003701577,0.002474595],"category_scores_gemma":[0.0007923747,0.000641097,0.0001370715,0.01676709,0.000255693,0.003654785,0.0003307952,0.0008070732,0.001979248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001266915,"about_ca_system_score_gemma":0.0002791698,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004878392,"about_ca_topic_score_gemma":0.00127938,"domain_scores_codex":[0.9961703,0.00009034357,0.001465177,0.0007690831,0.0006464237,0.0008586301],"domain_scores_gemma":[0.9932519,0.000467059,0.0009725966,0.001001014,0.004279283,0.00002819429],"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":[0.00006415768,0.0004850427,0.04278379,0.0005330561,0.0001939645,0.000005167672,0.0004064993,0.0002294386,0.003318529,0.725902,0.2158663,0.01021212],"study_design_scores_gemma":[0.001224728,0.00005321347,0.03469536,0.0005559864,0.0001264289,0.000006104569,0.003500166,0.0008825448,0.000354547,0.04141756,0.916447,0.0007363044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.334979,0.001886857,0.001130511,0.6320304,0.003422243,0.001163743,0.0001294427,0.0003362298,0.02492164],"genre_scores_gemma":[0.81077,0.0002994146,0.004911456,0.1556558,0.002567167,0.0002374973,0.003835356,0.0001880663,0.02153532],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7005808,"threshold_uncertainty_score":0.999604,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2574843776","doi":"10.3917/inno.052.0211","title":"Crowdfunding et diasporas : le financement participatif vient-il remettre en cause les acteurs du financement diasporique ?","year":2017,"lang":"fr","type":"article","venue":"Innovations","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":10,"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; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.06317137699335817,"gpt":0.2984015466199045,"spread":0.2352301696265464,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00150588,0.0007247287,0.0006449312,0.0005905917,0.002345466,0.002452195,0.001190015,0.0003239362,0.0004368223],"category_scores_gemma":[0.00300209,0.0008524163,0.0002096048,0.001342241,0.0005593622,0.006857322,0.00112441,0.0007033994,0.0007087192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004452806,"about_ca_system_score_gemma":0.0003542136,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005505463,"about_ca_topic_score_gemma":0.003253109,"domain_scores_codex":[0.9957467,0.00004932693,0.0013462,0.001000336,0.0006042533,0.001253242],"domain_scores_gemma":[0.9952869,0.0001691871,0.001964055,0.001468147,0.001059746,0.00005192023],"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":[0.0000395762,0.0008198374,0.1650003,0.0005077407,0.000141893,0.0001571442,0.0006003684,0.0001882216,0.0007252761,0.745848,0.05278088,0.03319078],"study_design_scores_gemma":[0.00100348,0.0000571482,0.2687651,0.001349396,0.0001207744,0.000006412291,0.0004705727,0.0006367211,0.0009025139,0.008950661,0.7168279,0.0009092755],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8321884,0.002062952,0.01692755,0.1125704,0.005672001,0.001361647,0.0002717626,0.0002994314,0.02864593],"genre_scores_gemma":[0.9785004,0.0007261594,0.00123334,0.001636583,0.001306548,0.0004305236,0.0003063787,0.0001370393,0.01572304],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7368973,"threshold_uncertainty_score":0.9993927,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046978147","doi":"10.3917/inno.039.0071","title":"Innovation ouverte et capacités dynamiques : préparation à la collaboration internationale des PME","year":2012,"lang":"fr","type":"article","venue":"Innovations","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":8,"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; Internationalization; Business; Philosophy; International trade","retraction":null,"screen_n_in":null,"score":{"opus":0.04687414569410462,"gpt":0.3034634408350448,"spread":0.2565892951409401,"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":[0.002267809,0.0003913651,0.0002642909,0.001946439,0.0006005058,0.001141208,0.0002693454,0.0002716863,0.0008316047],"category_scores_gemma":[0.001042006,0.0004605438,0.00006070741,0.009543295,0.000266754,0.00821497,0.0002026723,0.000400211,0.001428899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004953966,"about_ca_system_score_gemma":0.0001699937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001741295,"about_ca_topic_score_gemma":0.0005473241,"domain_scores_codex":[0.9973179,0.0001148245,0.001138992,0.0003604721,0.0005106445,0.0005572045],"domain_scores_gemma":[0.9935458,0.0001154282,0.0007824288,0.0003352072,0.005198555,0.00002257223],"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":[0.00001708878,0.0005645242,0.02013623,0.000376207,0.0001031752,0.000001503766,0.001351826,0.00004761353,0.0008355989,0.9191613,0.04459903,0.01280591],"study_design_scores_gemma":[0.0008232775,0.00002318547,0.04430337,0.0003746015,0.0001064631,0.000007079082,0.00221285,0.006263054,0.0002868792,0.03017241,0.9147911,0.00063571],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1198391,0.001566407,0.06048125,0.02829041,0.007894468,0.001253696,0.0000739745,0.000472436,0.7801282],"genre_scores_gemma":[0.9334766,0.00007881824,0.003737415,0.006300331,0.002135472,0.0002092627,0.001722481,0.00007173824,0.05226783],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8889889,"threshold_uncertainty_score":0.9998957,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2911608443","doi":"10.3917/inno.058.0071","title":"Changement de gouvernance et communautés open source  : le cas du logiciel Claroline","year":2019,"lang":"fr","type":"article","venue":"Innovations","topic":"Open Source Software Innovations","field":"Computer 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":"Université de Moncton","funders":"","keywords":"Political science; Humanities; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.04923925403553447,"gpt":0.3194493803693963,"spread":0.2702101263338618,"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":[0.002328669,0.0003647312,0.0004196051,0.0003001982,0.0007184303,0.001360832,0.003631346,0.0002543001,0.0005939283],"category_scores_gemma":[0.0003967421,0.0004320112,0.00008568991,0.004716455,0.0002210298,0.002273532,0.003420429,0.0008786031,0.001334757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005278511,"about_ca_system_score_gemma":0.001415212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007115047,"about_ca_topic_score_gemma":0.001131261,"domain_scores_codex":[0.9968591,0.0003114463,0.0008789151,0.0006840625,0.0004704874,0.0007959616],"domain_scores_gemma":[0.9958231,0.0003739005,0.0005767735,0.001851184,0.00126564,0.0001093999],"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":[0.000007517761,0.0007424518,0.03167263,0.00004547313,0.00008786422,0.00001907184,0.006785091,0.005141542,0.0004863827,0.8449645,0.09203333,0.01801417],"study_design_scores_gemma":[0.001254476,0.0001652546,0.06808443,0.0002414629,0.00001934302,0.000113005,0.0005037083,0.03912338,0.0003072813,0.01033367,0.8792669,0.0005871117],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08093703,0.0004326309,0.661904,0.2267199,0.002126838,0.001380372,0.0001077694,0.0002530819,0.02613829],"genre_scores_gemma":[0.8124356,0.00007140195,0.09127827,0.03143874,0.0003272324,0.0002253179,0.0001275742,0.00007484486,0.06402108],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8346308,"threshold_uncertainty_score":0.9998131,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972235855","doi":"10.3917/inno.060.0145","title":"Gouvernance et accompagnement du changement : le cas de la phase expérimentale du Plan Alzheimer du Québec","year":2019,"lang":"fr","type":"article","venue":"Innovations","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University; Université du Québec en Abitibi-Témiscamingue; Université de Sherbrooke","funders":"","keywords":"Political science; Humanities; Centralisation; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.03868386730562002,"gpt":0.3459320565170886,"spread":0.3072481892114686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001105579,0.0001827638,0.0001948593,0.0000485673,0.0007652249,0.0001715969,0.0004568248,0.0001147957,0.00196533],"category_scores_gemma":[0.00009217612,0.0001979493,0.00007917637,0.001120223,0.0006015986,0.0005802598,0.0001302867,0.0001820328,0.0003692958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007116219,"about_ca_system_score_gemma":0.001738804,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5145237,"about_ca_topic_score_gemma":0.2032046,"domain_scores_codex":[0.9981065,0.0001983769,0.0003364652,0.000343003,0.0005270254,0.0004886153],"domain_scores_gemma":[0.9990085,0.0001988772,0.0003343409,0.000205874,0.0001463196,0.0001061404],"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":[0.00001374174,0.001201301,0.118871,0.00001035308,0.0001035254,0.00001497321,0.04991307,0.00007288191,0.0006882873,0.3573509,0.4600523,0.01170773],"study_design_scores_gemma":[0.001053909,0.00009915585,0.08759832,0.00004675335,0.00003404312,0.000004070473,0.0100221,0.0003942091,0.0002630289,0.0006130975,0.8996046,0.0002667081],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8042728,0.002797785,0.0004429127,0.1390083,0.002122021,0.0004834428,0.0001032681,0.00006574453,0.05070369],"genre_scores_gemma":[0.99016,0.0005013611,0.0003063903,0.003228978,0.0006822004,0.00008279701,0.00001371015,0.00001552473,0.005009029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4395523,"threshold_uncertainty_score":0.998947,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2616748399","doi":"10.3917/inno.pr1.0011","title":"L’innovation numérique et technologique dans le secteur vêtement-mode : les politiques publiques en soutien à la création d’un écosystème d’affaires intersectoriel","year":2017,"lang":"fr","type":"article","venue":"Innovations","topic":"French Urban and Social Studies","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Political science; Humanities; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.0384294494904705,"gpt":0.3197154620380614,"spread":0.2812860125475909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001898489,0.0003612502,0.0003848151,0.0004291316,0.00380322,0.0008790239,0.0008648455,0.0007765674,0.00009799048],"category_scores_gemma":[0.004483717,0.0003996184,0.000116686,0.00138215,0.001722265,0.001979102,0.000322872,0.0007471334,0.00002250637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009910479,"about_ca_system_score_gemma":0.0008524289,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08576977,"about_ca_topic_score_gemma":0.05701993,"domain_scores_codex":[0.996891,0.0007755742,0.0008004908,0.0004931166,0.0004459743,0.0005938355],"domain_scores_gemma":[0.9963539,0.0003106086,0.0008492795,0.0005407942,0.001882578,0.00006289138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004895746,0.0002187315,0.007975661,0.00004182028,0.0001338467,0.000006739421,0.04981778,0.000004302919,0.0008566357,0.9243075,0.006326515,0.01030553],"study_design_scores_gemma":[0.0005604434,0.0001613523,0.06427242,0.0003538799,0.0000351712,0.000006101163,0.07228681,0.0001825221,0.003523427,0.5182365,0.3396004,0.0007809409],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3819716,0.00089786,0.03415342,0.1733859,0.00236337,0.0008893256,0.0002857913,0.0007609226,0.4052918],"genre_scores_gemma":[0.983377,0.0008050096,0.001349436,0.0004766843,0.0009340223,0.0002368948,0.0001249395,0.00004315228,0.0126529],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6014054,"threshold_uncertainty_score":0.9998456,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2913008948","doi":"10.3917/inno.058.0019","title":"Gérer les connaissances d’employés de service dans de grandes organisations hiérarchiques : le rôle fondamental des acteurs transversaux","year":2019,"lang":"fr","type":"article","venue":"Innovations","topic":"Business Strategy and Innovation","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":"Université TÉLUQ","funders":"","keywords":"Humanities; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.03483607626484363,"gpt":0.2525407376528243,"spread":0.2177046613879807,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005058775,0.0003450863,0.0002791821,0.0004549578,0.001030928,0.0006269881,0.0003751027,0.0002578367,0.001613391],"category_scores_gemma":[0.000107458,0.0003964984,0.00008106836,0.003606076,0.000444194,0.0040814,0.00007590275,0.0004030868,0.0002761728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002701697,"about_ca_system_score_gemma":0.000638327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01039412,"about_ca_topic_score_gemma":0.00483095,"domain_scores_codex":[0.9981055,0.00005429537,0.0005877666,0.0003879036,0.0002477895,0.0006166977],"domain_scores_gemma":[0.9980355,0.000090127,0.0003055543,0.0002935451,0.001248567,0.00002671208],"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":[0.00004185015,0.0003461274,0.2802996,0.0008467918,0.0001317747,0.000004922118,0.002569952,0.0005310081,0.05171863,0.6556545,0.003325734,0.004529104],"study_design_scores_gemma":[0.002886858,0.00007679342,0.4667126,0.001260778,0.000323539,0.0000429403,0.0260853,0.005032368,0.01255816,0.0783355,0.405265,0.00142017],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9194155,0.0006896036,0.01936172,0.03228571,0.0006913047,0.000489591,0.00006185171,0.0002603694,0.02674436],"genre_scores_gemma":[0.9912527,0.00007543944,0.00261407,0.002280401,0.0005687085,0.00006007019,0.0003680389,0.00007246141,0.002708166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.577319,"threshold_uncertainty_score":0.9998487,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379532996","doi":"10.3917/inno.pr2.0149","title":"Processus de développement de nouveaux produits dans les petites et moyennes entreprises (PME) innovantes : une étude exploratoire","year":2023,"lang":"fr","type":"article","venue":"Innovations","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":3,"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 Trois-Rivières; Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.03471441581127053,"gpt":0.2895787731408957,"spread":0.2548643573296251,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001516764,0.0005495173,0.0003877936,0.001685857,0.0009881215,0.0009157941,0.0006101708,0.0001948155,0.0003702636],"category_scores_gemma":[0.001168889,0.0006069785,0.00009968211,0.0151999,0.0002410855,0.001451983,0.0007011099,0.0004525527,0.001505446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003415794,"about_ca_system_score_gemma":0.000396287,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003501043,"about_ca_topic_score_gemma":0.001439113,"domain_scores_codex":[0.9965204,0.00005769172,0.00108221,0.000734114,0.0005379189,0.001067675],"domain_scores_gemma":[0.9961879,0.0001211373,0.0005785055,0.0005360354,0.002540326,0.00003611816],"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":[0.0000261298,0.0007236489,0.237591,0.002034041,0.0002377842,0.00006781436,0.006595722,0.0004056082,0.003291064,0.6579128,0.06696828,0.02414612],"study_design_scores_gemma":[0.001842465,0.00006254914,0.1365141,0.001990947,0.0002965488,0.00001423178,0.04045134,0.00856719,0.004137909,0.04599599,0.758429,0.001697767],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5811051,0.001374799,0.00970275,0.2609695,0.002555194,0.001960022,0.00008321542,0.001872478,0.1403769],"genre_scores_gemma":[0.9706559,0.0005892245,0.002020805,0.004583161,0.001362493,0.0006132053,0.0007748667,0.0001352748,0.01926507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6914607,"threshold_uncertainty_score":0.9996381,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3030731019","doi":"10.3917/inno.062.0045","title":"L’innovation gouvernementale comme moteur de la modernisation de l’administration publique algérienne","year":2020,"lang":"fr","type":"article","venue":"Innovations","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":"Political science; Humanities; Modernization theory; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.1009296871392788,"gpt":0.3252312602936577,"spread":0.2243015731543789,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001044189,0.0001810779,0.0001856475,0.0001072752,0.001031392,0.0002446322,0.0002205334,0.0003072869,0.0003304481],"category_scores_gemma":[0.00107287,0.0002336896,0.00005900656,0.002970705,0.0007355687,0.0006713294,0.00005672221,0.0003814286,0.00005413029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001397553,"about_ca_system_score_gemma":0.001242064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004428233,"about_ca_topic_score_gemma":0.0009666114,"domain_scores_codex":[0.9980262,0.0003924817,0.0005170666,0.000265934,0.0003530918,0.0004452457],"domain_scores_gemma":[0.9987993,0.0002094735,0.0002848412,0.0001126774,0.0004778134,0.0001159383],"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":[0.000008361841,0.000181141,0.002712538,0.00002439581,0.0000524304,0.000004645097,0.04517919,0.0001084086,0.0009462262,0.8725004,0.06861,0.009672265],"study_design_scores_gemma":[0.0007107802,0.0001979616,0.0189088,0.00004796097,0.00006715484,0.000004096531,0.01350257,0.0104053,0.0008007427,0.1219175,0.8329703,0.0004667774],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3554341,0.001360066,0.1256382,0.2536435,0.001230459,0.0006905103,0.0001619407,0.0003205914,0.2615205],"genre_scores_gemma":[0.9829702,0.0002657043,0.00270321,0.008397372,0.001119568,0.00005972041,0.0001487104,0.00002229504,0.004313221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7643603,"threshold_uncertainty_score":0.9529585,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4200337074","doi":"10.3917/inno.pr2.0122","title":"L’espace en tant que facilitateur d’innovation ouverte en PME : le cas du Demos Lab","year":2021,"lang":"fr","type":"article","venue":"Innovations","topic":"Innovative Approaches in Technology and Social Development","field":"Business, Management and Accounting","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 du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01698868082148251,"gpt":0.241011356547886,"spread":0.2240226757264035,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001769671,0.0004339816,0.0004292529,0.000822402,0.001044085,0.0002964272,0.0004586747,0.0006964786,0.000526135],"category_scores_gemma":[0.002723166,0.0005285806,0.00008610533,0.01071032,0.0003726151,0.001578144,0.00070298,0.0009563384,0.000731602],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005716992,"about_ca_system_score_gemma":0.0008159897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005905768,"about_ca_topic_score_gemma":0.0006056111,"domain_scores_codex":[0.9970921,0.0001288417,0.001079091,0.0006583176,0.0003890553,0.0006525689],"domain_scores_gemma":[0.9952343,0.0001851849,0.0004884692,0.0004812551,0.003597651,0.00001312318],"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":[0.00001338521,0.0003482156,0.01631871,0.0002528733,0.0002376619,0.0001119533,0.001926801,0.0000306698,0.001800193,0.9107587,0.04916977,0.0190311],"study_design_scores_gemma":[0.0008318737,0.00001383753,0.04736536,0.0001640318,0.00006513976,0.00002924429,0.007542086,0.0006457833,0.00246762,0.05612715,0.8840533,0.0006945014],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4538552,0.001592623,0.06540088,0.3849546,0.006834499,0.001104113,0.0001316184,0.0007286296,0.08539776],"genre_scores_gemma":[0.9274049,0.0001517046,0.00651776,0.00769746,0.001234698,0.0001825198,0.0008458867,0.00007751916,0.05588757],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8546315,"threshold_uncertainty_score":0.9997166,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7155397367","doi":"10.3917/inno.040.0213e","title":"Abdellilah HAMDOUCH, Marc-Hubert DEPRET, Corinne TANGUY (dir.), 2012, Mondialisation et résilience des territoires, trajectoires, dynamiques d’acteurs et expériences , Géographie contemporaine, Presses de l’Université du Québec, 318 p.","year":2013,"lang":"fr","type":"article","venue":"Innovations","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":"Context (archaeology); Clothing industry","retraction":null,"screen_n_in":null,"score":{"opus":0.01945734110577685,"gpt":0.2373227021825391,"spread":0.2178653610767622,"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":[0.0008399565,0.0004645551,0.00047971,0.0003541884,0.002084429,0.0004703703,0.0007047675,0.0003290782,0.001630472],"category_scores_gemma":[0.001121529,0.0004926358,0.000195367,0.002735439,0.005106445,0.003038537,0.0001511012,0.0004450478,0.0000609894],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000874244,"about_ca_system_score_gemma":0.001183963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8790194,"about_ca_topic_score_gemma":0.8642408,"domain_scores_codex":[0.9963984,0.0006519202,0.0007228278,0.0006132418,0.0006541839,0.0009594481],"domain_scores_gemma":[0.9970571,0.0008249475,0.000471692,0.0003286478,0.00103446,0.0002831132],"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":[0.00002163668,0.0005704062,0.131519,0.0000965237,0.0002410255,0.00002147598,0.07749075,0.0001140935,0.0005384861,0.2380172,0.5119805,0.03938887],"study_design_scores_gemma":[0.0004357742,0.0001549164,0.2343935,0.0002470127,0.00008027354,0.000007903511,0.01245663,0.0003033782,0.00009818496,0.02059679,0.7305568,0.0006688234],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6016235,0.1760799,0.00853717,0.1040284,0.002939356,0.002248617,0.000364872,0.0007274644,0.1034507],"genre_scores_gemma":[0.9442115,0.03333866,0.001697863,0.001274384,0.0004937582,0.0002519649,0.0001309599,0.00004535274,0.01855558],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3425879,"threshold_uncertainty_score":0.9997525,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7155490247","doi":"10.3917/inno.029.0233d","title":"Paul Hawken , Amory Lovins , Hunter Lovins , Natural Capitalism. Comment réconcilier économie et environnement , Paris, Scali, 2008, 646 p.","year":2009,"lang":"fr","type":"article","venue":"Innovations","topic":"Social Sciences and Governance","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":"Natural (archaeology)","retraction":null,"screen_n_in":null,"score":{"opus":0.02423913175459701,"gpt":0.2990208563582031,"spread":0.2747817246036061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001007675,0.000372061,0.0003905602,0.0001096226,0.001143458,0.0003433443,0.0007107839,0.0002976888,0.002108379],"category_scores_gemma":[0.0001723947,0.0003882919,0.0002013564,0.001474788,0.001151297,0.001077053,0.0001343166,0.000581163,0.0005981483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001243607,"about_ca_system_score_gemma":0.0008264007,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02602855,"about_ca_topic_score_gemma":0.02979484,"domain_scores_codex":[0.9965788,0.0002419083,0.0007961414,0.0006398929,0.0007741728,0.0009691119],"domain_scores_gemma":[0.9984348,0.0001992578,0.0004970319,0.0003855322,0.0002482375,0.000235074],"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":[0.000006412922,0.000407478,0.003505805,0.000006513851,0.000046104,0.00001022505,0.007795135,0.00008055071,0.00008651351,0.3507553,0.6145151,0.02278488],"study_design_scores_gemma":[0.0004669567,0.0001261273,0.07170161,0.00006514441,0.00003964659,0.00000223698,0.005178244,0.0002440251,0.00005663475,0.007216694,0.914402,0.0005006873],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1517126,0.007822366,0.0005993991,0.7935141,0.004264345,0.0007267783,0.0004191943,0.00009862356,0.04084252],"genre_scores_gemma":[0.8884834,0.001296209,0.0008048163,0.05675833,0.001224636,0.00003453349,0.00007756461,0.0000199291,0.05130056],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7367708,"threshold_uncertainty_score":0.9998569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7155507456","doi":"10.3917/inno.039.0225h","title":"Faridah Djellal , Faïz Gallouj , 2012, La productivité à l’épreuve des services , Business & Innovation, Bruxelles, Peter Lang, 266 p.","year":2012,"lang":"fr","type":"article","venue":"Innovations","topic":"Social Sciences and Governance","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":"Innovation Cluster (Canada)","funders":"","keywords":"Work (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.080493461609559,"gpt":0.3332511590776062,"spread":0.2527576974680472,"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":[0.002079622,0.0003223198,0.0003098221,0.0002764876,0.001392617,0.0003485996,0.0006143251,0.0004133586,0.001118818],"category_scores_gemma":[0.0005916174,0.0003303771,0.00007098242,0.01461028,0.001511671,0.00323923,0.0001681054,0.000448866,0.0006457077],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002473432,"about_ca_system_score_gemma":0.0006563169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02134851,"about_ca_topic_score_gemma":0.02666561,"domain_scores_codex":[0.9966487,0.0003099088,0.0006550041,0.0004821674,0.0008563987,0.001047799],"domain_scores_gemma":[0.9968797,0.0002460196,0.0005549068,0.0003937288,0.00178043,0.0001452242],"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":[0.00001138722,0.0006566351,0.1956045,0.0002417063,0.00007314861,0.000001909234,0.04135133,0.0000408611,0.0008079493,0.6349044,0.1073561,0.01895015],"study_design_scores_gemma":[0.0001698977,0.00001088979,0.2554065,0.0002113195,0.00002979923,0.000006537148,0.00236675,0.000005042688,0.00005749474,0.004766926,0.7366077,0.0003611351],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8622536,0.0126235,0.002023724,0.02559902,0.005888163,0.0007477077,0.0001763358,0.0002011359,0.0904868],"genre_scores_gemma":[0.8413761,0.0006380629,0.002727218,0.001191228,0.004681424,0.00008260553,0.00009891564,0.00004618133,0.1491583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6301374,"threshold_uncertainty_score":0.9999148,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417456331","doi":"10.3917/inno.051.0205g","title":"Omar Fassal, 2016, Une histoire de la fraude financière , Montréal, Liber, 226 p.","year":2016,"lang":"","type":"article","venue":"Innovations","topic":"Housing, Finance, and Neoliberalism","field":"Economics, Econometrics and Finance","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":"Context (archaeology); Field (mathematics); Foreign policy","retraction":null,"screen_n_in":null,"score":{"opus":0.01629991491279658,"gpt":0.2178399683477044,"spread":0.2015400534349078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009446086,0.0005960857,0.0009234021,0.0009074372,0.001126121,0.0002366365,0.0006750695,0.0007933808,0.0007881651],"category_scores_gemma":[0.0002214461,0.000628891,0.0003024621,0.00251098,0.0008738037,0.0008736646,0.0001906897,0.0005825592,0.002004663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008877552,"about_ca_system_score_gemma":0.0004741941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00422258,"about_ca_topic_score_gemma":0.0002842391,"domain_scores_codex":[0.9957065,0.00007854907,0.001925728,0.001048026,0.0001270696,0.001114118],"domain_scores_gemma":[0.996707,0.0003739107,0.001212649,0.001225943,0.0002834789,0.0001970564],"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":[0.00003910848,0.0006298189,0.01473651,0.00006409027,0.0001407039,0.00006817688,0.001353969,0.00005022739,0.0009348071,0.589853,0.3325066,0.05962295],"study_design_scores_gemma":[0.001786113,0.0001373922,0.03153441,0.0002625806,0.00002739374,0.00003126936,0.00005270944,0.0002944558,0.0002117664,0.02229298,0.9424869,0.0008820249],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5206585,0.04814998,0.06682771,0.06006097,0.007934785,0.00117096,0.002989686,0.0004966011,0.2917108],"genre_scores_gemma":[0.8765616,0.009791988,0.002918373,0.001883403,0.0007122122,0.0001298481,0.00004343958,0.000165693,0.1077934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6099803,"threshold_uncertainty_score":0.9996163,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4415055956","doi":"10.3917/inno.hs1.2025.0103","title":"Intégration de l’IA et développement des compétences dans les organisations en TI (technologies de l’information) au Québec","year":2025,"lang":"fr","type":"article","venue":"Innovations","topic":"Social Sciences and Governance","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":"Ligne; Context (archaeology); Rural development","retraction":null,"screen_n_in":null,"score":{"opus":0.03080949158370037,"gpt":0.3413576434179657,"spread":0.3105481518342653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001017108,0.0001397477,0.0001324959,0.0001668062,0.002275515,0.0002377307,0.0004823859,0.0002127533,0.00008781684],"category_scores_gemma":[0.001369589,0.0001466085,0.00004799624,0.003508421,0.001402777,0.001134199,0.00009604359,0.0002386722,0.00004530707],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002955576,"about_ca_system_score_gemma":0.006614886,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5187833,"about_ca_topic_score_gemma":0.7540172,"domain_scores_codex":[0.9985102,0.0001622936,0.0004275579,0.0001629597,0.0003070065,0.0004299496],"domain_scores_gemma":[0.9988914,0.0002987187,0.0002375004,0.0001508282,0.0003816306,0.0000398809],"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":[0.000001220862,0.00005344332,0.1606146,0.00001733949,0.00002173607,2.939975e-7,0.1058529,0.0002066969,0.0001828006,0.6367701,0.01138317,0.08489574],"study_design_scores_gemma":[0.0001397625,0.00003022453,0.5898526,0.0001165092,0.00003207347,0.000001240987,0.1664749,0.0007810534,0.0005301536,0.09068788,0.1511552,0.0001983734],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3945914,0.0003255707,0.2017235,0.3782038,0.0005904421,0.000262116,0.00005043126,0.0002735975,0.0239791],"genre_scores_gemma":[0.9797883,0.0006045348,0.01553985,0.0009599095,0.00008067352,0.00007885272,0.00001790192,0.000004537057,0.002925406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5851969,"threshold_uncertainty_score":0.9990234,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1983485329","doi":"10.3917/inno.045.0217","title":"Aspects pratiques et théoriques de l'entrepreneur dans la vie et l'œuvre de Jean-Baptiste Say","year":2014,"lang":"fr","type":"article","venue":"Innovations","topic":"Economic Theory and Institutions","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Philosophy; Art","retraction":null,"screen_n_in":null,"score":{"opus":0.01655533828269717,"gpt":0.2474451562338522,"spread":0.2308898179511551,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002327387,0.0002633722,0.0003967316,0.0003303428,0.0003289061,0.0002959128,0.0003400861,0.0003071124,0.0006644713],"category_scores_gemma":[0.001318352,0.0003698929,0.0001404733,0.0005332566,0.0003323078,0.0008210675,0.00008965428,0.0004268413,0.0004911005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004935047,"about_ca_system_score_gemma":0.0004848315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006116656,"about_ca_topic_score_gemma":0.002807698,"domain_scores_codex":[0.9978176,0.0002828211,0.0009009601,0.0004945541,0.00002889898,0.0004752017],"domain_scores_gemma":[0.99808,0.000616545,0.0005085035,0.0005905758,0.0001016355,0.0001027208],"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":[0.000005717303,0.000245908,0.02141225,0.00004203298,0.00008853742,0.000005291773,0.002711938,0.00203091,0.0002069069,0.9652491,0.006751952,0.001249514],"study_design_scores_gemma":[0.0002919219,0.00007230391,0.0189468,0.0001010596,0.00001861058,0.00003843808,0.0002428027,0.004168795,0.0006211887,0.4420714,0.5330877,0.0003390264],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2134404,0.001186411,0.1510626,0.04670272,0.001265041,0.0002749541,0.0007400229,0.000159786,0.5851681],"genre_scores_gemma":[0.9611927,0.002172177,0.008822574,0.005828431,0.0003823541,0.00008698094,0.0001504679,0.0000497611,0.02131451],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7477524,"threshold_uncertainty_score":0.9998753,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7155370316","doi":"10.3917/inno.046.0259f","title":"Gilles Crague, 2014, Entreprise, management et territoire. Le management des implantations territoriales à l’ère de l’entreprise-réseau , Sciences de l’administration, Québec, Presses de l’Université Laval, 302 p.","year":2015,"lang":"fr","type":"article","venue":"Innovations","topic":"Social Sciences and Governance","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":"Work (physics); Management system","retraction":null,"screen_n_in":null,"score":{"opus":0.04239449939910444,"gpt":0.3221159200937338,"spread":0.2797214206946294,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.001704332,0.0002688359,0.0002286245,0.0001957964,0.002468892,0.0004787665,0.0008978636,0.0001654976,0.0003141912],"category_scores_gemma":[0.000250161,0.0003026874,0.0001080677,0.00187582,0.001574349,0.001128336,0.0002272487,0.0001929116,0.00007113533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415116,"about_ca_system_score_gemma":0.003409268,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3451999,"about_ca_topic_score_gemma":0.3180867,"domain_scores_codex":[0.9968678,0.0003372691,0.0004861222,0.0005749309,0.0008326586,0.0009012125],"domain_scores_gemma":[0.9984339,0.0002376744,0.0003740721,0.0002912651,0.0003395377,0.0003235025],"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":[0.00001513539,0.0003673304,0.06043855,0.00005756782,0.00009905599,0.00005327395,0.02087826,0.0008197036,0.00005453579,0.3742418,0.5370573,0.005917463],"study_design_scores_gemma":[0.0006532853,0.0001002753,0.1216373,0.000205335,0.0001584745,0.00002112492,0.06053604,0.0002115937,0.0002574014,0.07720707,0.7385341,0.0004780365],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2242831,0.01265596,0.02876709,0.4380022,0.0047933,0.001727501,0.0005176418,0.0004753044,0.2887779],"genre_scores_gemma":[0.8895097,0.03273543,0.03338607,0.001252921,0.00173752,0.0002117033,0.00008828937,0.00004491066,0.04103342],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6652266,"threshold_uncertainty_score":0.9999425,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417456261","doi":"10.3917/inno.056.0279e","title":"Omar Fassal (2018), Crises, ajustements, innovations : Portrait d’une économie mondiale en bouleversement , Montréal, Éditions Liber, 234 p.","year":2018,"lang":"","type":"article","venue":"Innovations","topic":"Social Sciences and Governance","field":"Social Sciences","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":"Portrait; Object (grammar); Order (exchange)","retraction":null,"screen_n_in":null,"score":{"opus":0.03963395341159519,"gpt":0.3067148893461783,"spread":0.2670809359345831,"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":[0.001587356,0.0005807044,0.0005811343,0.0005243612,0.006381554,0.0007233265,0.001229475,0.000525172,0.006034126],"category_scores_gemma":[0.0008112337,0.0006671855,0.000250083,0.01070549,0.002467696,0.002088521,0.0003461122,0.0006149537,0.001272022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001372371,"about_ca_system_score_gemma":0.003250098,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.101847,"about_ca_topic_score_gemma":0.03585256,"domain_scores_codex":[0.9938282,0.0002572691,0.001897605,0.001140145,0.001416327,0.001460438],"domain_scores_gemma":[0.9953519,0.0003256422,0.001339987,0.0008505456,0.001757211,0.0003746834],"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":[0.00001468127,0.0008011633,0.004652679,0.00001647889,0.0001927937,0.000008400776,0.01194436,0.00002464404,0.0002877114,0.323242,0.6481184,0.01069662],"study_design_scores_gemma":[0.0008921736,0.0002685568,0.05532831,0.00009551957,0.0001416327,0.000002894517,0.025697,0.0002731225,0.00007533706,0.01386077,0.9025185,0.0008462317],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3383358,0.001238689,0.01032796,0.2998229,0.01861328,0.004023273,0.004190997,0.0007297505,0.3227173],"genre_scores_gemma":[0.9334928,0.0008607352,0.003078525,0.003644156,0.004844971,0.0003761,0.0002948924,0.00007006396,0.05333773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.595157,"threshold_uncertainty_score":0.9995779,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417456280","doi":"10.3917/inno.053.0229l","title":"Gilles Sénécal, 2016, La société des acteurs. Les voix du monde vécu , Montréal, Liber, 196 p.","year":2017,"lang":"","type":"article","venue":"Innovations","topic":"Philosophy, Sociology, Political Theory","field":"Social Sciences","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":"Identity (music); Object (grammar); Context (archaeology); Perspective (graphical)","retraction":null,"screen_n_in":null,"score":{"opus":0.06149562371064262,"gpt":0.364034170462631,"spread":0.3025385467519884,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.002390004,0.0005622411,0.0006952799,0.0002587651,0.01099226,0.0006992061,0.002057289,0.001066691,0.0008559735],"category_scores_gemma":[0.009730767,0.0005805765,0.0003494133,0.0006304755,0.01652821,0.0013585,0.0007080085,0.001158388,0.0008269411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000430418,"about_ca_system_score_gemma":0.0009216169,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009910805,"about_ca_topic_score_gemma":0.0008496662,"domain_scores_codex":[0.9950903,0.001092735,0.001016361,0.0007975499,0.0006400779,0.00136299],"domain_scores_gemma":[0.9939561,0.002446856,0.0007919121,0.001349523,0.001051325,0.0004042148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002111458,0.000452638,0.002965752,0.00003000569,0.000227475,0.00001682815,0.005999922,0.00000428421,0.0004271581,0.9497099,0.02502992,0.01511499],"study_design_scores_gemma":[0.000574867,0.0000701754,0.01843496,0.00009915698,0.0000998011,0.000005064219,0.004404554,0.00003476521,0.0001024611,0.6763307,0.299304,0.0005394334],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2843019,0.004168847,0.0004397304,0.1017697,0.003020628,0.0008060004,0.0005831281,0.0003751541,0.6045349],"genre_scores_gemma":[0.9804709,0.004760173,0.0007393906,0.00141381,0.003735371,0.0001201159,0.0000285314,0.00008425549,0.008647472],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.696169,"threshold_uncertainty_score":0.999951,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417456284","doi":"10.3917/inno.054.0241d","title":"Rodolphe Christin, Jean-Christophe Giuliani, Philippe Godard, Bernard Legros, 2017, Le travail, et après ? , Montréal, Écosociété, 2016, 112 p.","year":2017,"lang":"","type":"article","venue":"Innovations","topic":"Social Sciences and Governance","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":"Meaning (existential); Object (grammar); Context (archaeology)","retraction":null,"screen_n_in":null,"score":{"opus":0.07938465831574795,"gpt":0.342719006741921,"spread":0.2633343484261731,"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","insufficient_payload"],"category_scores_codex":[0.003444239,0.0007297156,0.0009152591,0.0001529555,0.01307415,0.002462474,0.00354287,0.0006866907,0.001730704],"category_scores_gemma":[0.004290686,0.000767827,0.0004721483,0.00171566,0.003734734,0.003162499,0.0005650506,0.001002255,0.000928845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004221747,"about_ca_system_score_gemma":0.003053159,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3528115,"about_ca_topic_score_gemma":0.1643804,"domain_scores_codex":[0.9929931,0.0004082627,0.001446478,0.00144372,0.002027157,0.001681282],"domain_scores_gemma":[0.9932032,0.0004501454,0.002662994,0.001929886,0.001265178,0.0004886166],"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":[0.00003178789,0.0005599668,0.003837823,0.00002987812,0.0001132539,0.00002874697,0.01200899,0.00004631163,0.0005289376,0.07564061,0.8605753,0.04659846],"study_design_scores_gemma":[0.001097922,0.0001388472,0.09282281,0.000177545,0.0000955295,0.000004004944,0.01073485,0.0001917551,0.00006318849,0.006790712,0.886878,0.001004852],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1946841,0.02432443,0.002004561,0.4716434,0.01731791,0.002585618,0.00162476,0.0004741598,0.285341],"genre_scores_gemma":[0.8295382,0.009626726,0.0007696787,0.002334887,0.003527378,0.0001255357,0.00004399785,0.00007990115,0.1539537],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6348541,"threshold_uncertainty_score":0.999849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417456406","doi":"10.3917/inno.048.0273f","title":"Benoit Duguay, 2015, Consommer, consumer. Dérives de la consommation , Québec, Ed. Liber, 158 p.","year":2015,"lang":"","type":"article","venue":"Innovations","topic":"Social Sciences and Governance","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":"Consumption (sociology); Period (music); Field (mathematics)","retraction":null,"screen_n_in":null,"score":{"opus":0.03979643810601765,"gpt":0.3570270082996136,"spread":0.317230570193596,"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":[0.002907674,0.0003364769,0.0004181073,0.0001747156,0.001452919,0.0006480797,0.000814361,0.0004709847,0.001345627],"category_scores_gemma":[0.003714179,0.0003682644,0.0001353628,0.003144178,0.003961372,0.001139192,0.0001649404,0.0005414442,0.0007616791],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000774565,"about_ca_system_score_gemma":0.009320784,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2355026,"about_ca_topic_score_gemma":0.05801003,"domain_scores_codex":[0.9958647,0.0007523314,0.0008599309,0.0005553138,0.001086522,0.0008811474],"domain_scores_gemma":[0.9959401,0.001171024,0.0008165829,0.0004064743,0.001187707,0.000478092],"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":[0.00001790202,0.0002744284,0.03286795,0.00001120163,0.00006354696,0.000007507073,0.03492584,0.00003672199,0.000139663,0.234635,0.6900185,0.007001697],"study_design_scores_gemma":[0.0009668699,0.00008001926,0.01729795,0.00007513563,0.00006739143,0.00000833676,0.02725402,0.0002214699,0.00009269358,0.01849953,0.9349039,0.0005327513],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4416674,0.01998197,0.002536962,0.1767088,0.005364707,0.001523951,0.0004184658,0.0004259234,0.3513718],"genre_scores_gemma":[0.9777017,0.002159893,0.00111501,0.002051808,0.0009618265,0.00005655229,0.00002427396,0.00003290988,0.01589601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5360343,"threshold_uncertainty_score":0.9998769,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417456347","doi":"10.3917/inno.050.0235c","title":"Christophe SCHMITT (2015), L’agir entrepreneurial : Repenser l’action des entrepreneurs , Presses de l’Université du Québec, 174 p.","year":2016,"lang":"","type":"article","venue":"Innovations","topic":"Social Sciences and Governance","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":"Entrepreneurship; Field (mathematics); Work (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.02915572309639191,"gpt":0.273503625077274,"spread":0.2443479019808821,"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":[0.0007936012,0.0003148216,0.0003021241,0.0001706712,0.002804691,0.0003593873,0.0008247331,0.0002862672,0.01366914],"category_scores_gemma":[0.002208604,0.0002713258,0.0001954346,0.002766198,0.001708509,0.001499269,0.000208189,0.0002257777,0.0003530268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001071219,"about_ca_system_score_gemma":0.002337444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2235851,"about_ca_topic_score_gemma":0.167239,"domain_scores_codex":[0.9965163,0.0003238916,0.0005935507,0.0007990129,0.0008433123,0.0009238847],"domain_scores_gemma":[0.9972963,0.0004618905,0.0006804126,0.0005050306,0.0007808369,0.0002755504],"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":[0.0001229912,0.0003994358,0.3108035,0.00002214572,0.0001060126,0.00002788325,0.02261701,0.0000333051,0.009191994,0.0154048,0.5280109,0.1132601],"study_design_scores_gemma":[0.0009735141,0.0001014292,0.2162074,0.0001474903,0.00009657891,0.000009477363,0.005474624,0.00002619214,0.001979248,0.007670939,0.7667534,0.0005596666],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8486727,0.001381908,0.001850086,0.116096,0.003315369,0.0005699692,0.0001247776,0.0002538624,0.02773532],"genre_scores_gemma":[0.9720419,0.005972767,0.0001213552,0.000313663,0.001783159,0.00002882815,0.000004770051,0.00002388266,0.01970967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2387426,"threshold_uncertainty_score":0.9999739,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417456228","doi":"10.3917/inno.057.0225d","title":"Jean-Paul Lafrance (2018), Promesses et mirages de la civilisation numérique , Montréal, Éditions Liber, 176 p.","year":2018,"lang":"","type":"article","venue":"Innovations","topic":"Cultural Insights and Digital Impacts","field":"Computer 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":"Civilization; Hippopotamus; Limiting","retraction":null,"screen_n_in":null,"score":{"opus":0.08427062115215601,"gpt":0.3172211504040276,"spread":0.2329505292518716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005908046,0.0004178834,0.0003129347,0.0003527918,0.001076054,0.003285926,0.0006783029,0.0002810472,0.0003156572],"category_scores_gemma":[0.001111666,0.0003673584,0.0001144155,0.003348359,0.0007487736,0.005973046,0.000290927,0.0004589359,0.0003456302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001495419,"about_ca_system_score_gemma":0.0006370525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008939325,"about_ca_topic_score_gemma":0.0008584858,"domain_scores_codex":[0.9972462,0.0002411228,0.0007510845,0.0006748725,0.0004411716,0.0006455311],"domain_scores_gemma":[0.9965397,0.0005698415,0.0003989355,0.0008828298,0.001380579,0.0002281893],"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":[0.00001626396,0.0009989853,0.0002907303,0.00007290174,0.0001081605,0.00005404584,0.01204049,0.0003794509,0.01164305,0.6181922,0.3442241,0.01197958],"study_design_scores_gemma":[0.001157781,0.0005910946,0.05056524,0.0006816875,0.00003717329,0.000347576,0.0007462763,0.01848347,0.01151771,0.1610538,0.7534193,0.001398859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1581308,0.003829467,0.5095007,0.08883103,0.002648208,0.00145333,0.0005633767,0.001010482,0.2340326],"genre_scores_gemma":[0.9761274,0.0006258173,0.006947976,0.00380092,0.0006473314,0.00009906278,0.00009645358,0.00003777027,0.01161722],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8179967,"threshold_uncertainty_score":0.9998778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417456253","doi":"10.3917/inno.057.0225a","title":"Virginie Francœur, Pascal Paillé (2018), Leadership machiavélique , Laval, Presses Universitaires de Laval, 55 p.","year":2018,"lang":"","type":"article","venue":"Innovations","topic":"Education, Leadership, and Health Research","field":"Social Sciences","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":"Pascal (unit)","retraction":null,"screen_n_in":null,"score":{"opus":0.151360384257963,"gpt":0.4008489285039676,"spread":0.2494885442460046,"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":[0.003401679,0.0004207516,0.0004359635,0.0007551268,0.004377824,0.0004868514,0.001193538,0.0007195369,0.005033697],"category_scores_gemma":[0.001863023,0.0004837851,0.0001571366,0.004562269,0.003914782,0.001075809,0.0001350178,0.001203751,0.0008459397],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000609367,"about_ca_system_score_gemma":0.007733189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01435163,"about_ca_topic_score_gemma":0.02773327,"domain_scores_codex":[0.9938038,0.001341974,0.0008600968,0.0008288175,0.001164661,0.002000639],"domain_scores_gemma":[0.9949811,0.001187451,0.0003726763,0.0007434786,0.002098391,0.0006169243],"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":[0.0001049305,0.0009000991,0.08584944,0.0005150079,0.0001736129,0.00001005172,0.09563452,0.000006516269,0.0006135474,0.1791978,0.6226804,0.0143141],"study_design_scores_gemma":[0.0008146121,0.0004019914,0.06277463,0.0003554127,0.00009103945,0.000006389913,0.1825355,0.0001668773,0.000854658,0.01410875,0.7371122,0.0007780102],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.222262,0.00501454,0.002313795,0.7051336,0.004471282,0.001836105,0.0001534831,0.000452973,0.05836224],"genre_scores_gemma":[0.9769859,0.003303383,0.0009781204,0.00379203,0.005673063,0.0000783963,0.00008512061,0.00006616098,0.009037866],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7547238,"threshold_uncertainty_score":0.999932,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7155497684","doi":"10.3917/inno.037.0239d","title":"Tim Mazzarol , Sophie Reboud (eds), Strategic Innovation in Small Firms. An International Analysis of Innovation and Strategic Decision Making in Small to Medium Sized Enterprises , Cheltenham, Edward Elgar, 2011, 441 p. Laura Bacali , Martine M. Spence , Théophile Dzaka-Kikouta , Roxana C. CORDOS, Les défis des PME du Sud et du Nord. Vers leur développement durable , Ottawa, Les Presses de l’Université d’Ottawa, 2011, 184 p","year":2012,"lang":"fr","type":"article","venue":"Innovations","topic":"Global and Cross-Cultural Management","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":"Strategic management; Strategic planning; International business; Small and medium-sized enterprises","retraction":null,"screen_n_in":null,"score":{"opus":0.04802047193656625,"gpt":0.3085174017818959,"spread":0.2604969298453296,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003411468,0.0005030177,0.0006444819,0.002152148,0.0005430788,0.0004569625,0.000810505,0.000335727,0.002061989],"category_scores_gemma":[0.0006624935,0.0005325473,0.00009533063,0.008976529,0.0005396198,0.001813523,0.0003675284,0.0004270689,0.00003849007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009102142,"about_ca_system_score_gemma":0.0003654704,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02182771,"about_ca_topic_score_gemma":0.08397382,"domain_scores_codex":[0.9953409,0.0004289851,0.001955146,0.0007303461,0.0006831971,0.0008613902],"domain_scores_gemma":[0.9961499,0.0003612728,0.001075323,0.0003683474,0.001898085,0.000147065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003033631,0.001031186,0.8118668,0.0001218386,0.0004117324,0.00002381082,0.004644964,0.0044747,0.004055858,0.1580801,0.001876962,0.01310869],"study_design_scores_gemma":[0.001550761,0.0002030956,0.9594349,0.0004678615,0.0003557913,0.000006786587,0.01167518,0.002726654,0.000339477,0.01461051,0.007891582,0.0007374408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761741,0.0006772513,0.002126656,0.01596357,0.0005950601,0.0008010771,0.0002230079,0.00006026799,0.003378999],"genre_scores_gemma":[0.9900234,0.001906946,0.00631677,0.0004530968,0.0002080902,0.00005683535,0.0006518535,0.00002999397,0.0003529755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1475681,"threshold_uncertainty_score":0.9997126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7155549195","doi":"10.3917/inno.034.0205d","title":"André Lacroix , Critique de la raison économiste. L’économie n’est pas une science morale , Québec, Liber, 2009, 181 p.","year":2011,"lang":"fr","type":"article","venue":"Innovations","topic":"Social Sciences and Governance","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":"Duty; Criticism; Argument (complex analysis); Work (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.05653427290338782,"gpt":0.3277012215461598,"spread":0.271166948642772,"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":[0.002014116,0.0002268289,0.0002659665,0.0001381542,0.001775945,0.000342151,0.0009665057,0.0002666971,0.001020736],"category_scores_gemma":[0.0008572473,0.0002585703,0.00009922976,0.004556322,0.007417579,0.001617111,0.000126706,0.0003717674,0.0002119841],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008588556,"about_ca_system_score_gemma":0.005983589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7014398,"about_ca_topic_score_gemma":0.3058549,"domain_scores_codex":[0.9975111,0.0001771941,0.0005097541,0.0005571461,0.0003440642,0.0009007002],"domain_scores_gemma":[0.9982564,0.0003334468,0.0003572743,0.0003413545,0.0004330199,0.0002785069],"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":[0.000007696231,0.000255044,0.0273875,0.00001227155,0.00001409673,0.00001066434,0.02252689,0.00002148909,0.0002797897,0.8751378,0.05144576,0.02290098],"study_design_scores_gemma":[0.0003374204,0.00007787124,0.0952293,0.00007487946,0.00002321114,0.000008802948,0.006177158,0.0002399735,0.000545351,0.04252164,0.8543019,0.0004625233],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.494793,0.003122107,0.0008232452,0.0882014,0.002217684,0.0003654687,0.0001237642,0.0001291222,0.4102242],"genre_scores_gemma":[0.9530934,0.0007725422,0.002431175,0.00279453,0.0007530892,0.0000546234,0.000002678335,0.00002111124,0.04007681],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8326162,"threshold_uncertainty_score":0.9999866,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7155531125","doi":"10.3917/inno.031.0225h","title":"Pierre Cossette , Publier dans une Revue savante. Les 10 règles du chercheur convaincant , Québec, Presses de l’Université du Québec, 2009, 115 p.","year":2010,"lang":"fr","type":"article","venue":"Innovations","topic":"Social Sciences and Governance","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":"Identity (music); Context (archaeology); Power (physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.02355192852099054,"gpt":0.2563368149519712,"spread":0.2327848864309807,"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":[0.001040972,0.0002757529,0.0003084113,0.0001016436,0.001992866,0.0002942964,0.001018473,0.0003895223,0.01062618],"category_scores_gemma":[0.002433177,0.0002955258,0.0001342402,0.002990822,0.002313588,0.0009774361,0.0001580052,0.0006774539,0.0002685763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005988579,"about_ca_system_score_gemma":0.004008018,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9038801,"about_ca_topic_score_gemma":0.9710625,"domain_scores_codex":[0.9976213,0.0001787083,0.000463421,0.0004885021,0.0005097031,0.0007383697],"domain_scores_gemma":[0.9974999,0.0005130689,0.0004665371,0.0003654134,0.0009176408,0.0002374262],"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":[0.00001140121,0.0002211854,0.1488395,0.0000245535,0.0000535284,0.00002424014,0.02918099,0.00003197929,0.002548894,0.08459497,0.7146921,0.01977665],"study_design_scores_gemma":[0.0002199575,0.0000264261,0.2167927,0.00004862875,0.0000421977,0.0000105961,0.008233242,0.0002720055,0.00009297409,0.001139725,0.7728255,0.0002960497],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3845448,0.00321915,0.0008742673,0.5379865,0.00188464,0.0003035985,0.0002457997,0.0001275157,0.07081374],"genre_scores_gemma":[0.8518219,0.002687391,0.0005926414,0.001337381,0.002288736,0.00003521439,0.00003053308,0.00003543264,0.1411707],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5366492,"threshold_uncertainty_score":0.9999497,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7155567362","doi":"10.3917/inno.044.0245f","title":"David McNally, 2013, Panne globale. Crise, austérité et résistance , Montréal (Québec), Écosociété, 304 p.","year":2014,"lang":"fr","type":"article","venue":"Innovations","topic":"Social Sciences and Governance","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":"Perspective (graphical); Context (archaeology); Vulnerability (computing); Event (particle physics)","retraction":null,"screen_n_in":null,"score":{"opus":0.03005318252523596,"gpt":0.3203211034843439,"spread":0.2902679209591079,"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":[0.001495397,0.0003080677,0.000378056,0.00005148189,0.001442296,0.000298238,0.0008292922,0.0003171838,0.001136373],"category_scores_gemma":[0.0009399164,0.0003333792,0.0001705275,0.003588348,0.001152873,0.001019028,0.0001361585,0.0004542062,0.0007313369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005567449,"about_ca_system_score_gemma":0.001234327,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5432425,"about_ca_topic_score_gemma":0.6494803,"domain_scores_codex":[0.9965066,0.0003190295,0.0006750587,0.0005946606,0.001011112,0.0008935555],"domain_scores_gemma":[0.9977307,0.0003657906,0.0005405659,0.0004288229,0.000701115,0.0002330613],"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":[0.000005139154,0.0001341003,0.004516487,0.00001133706,0.00002432204,0.000002663145,0.003732054,0.00008500429,0.00003674992,0.4963147,0.4826336,0.01250378],"study_design_scores_gemma":[0.0003227321,0.00006268235,0.03989214,0.00008043556,0.00003645049,0.000001994374,0.003031601,0.0002930567,0.00001082364,0.03259542,0.923275,0.0003976806],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08029097,0.02022219,0.004228349,0.7340736,0.006140432,0.0004945773,0.0003113836,0.0002121986,0.1540263],"genre_scores_gemma":[0.8392972,0.004092953,0.001977388,0.009948405,0.002498974,0.00007462012,0.00002773742,0.00003788131,0.1420448],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7590062,"threshold_uncertainty_score":0.9999118,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}