{"meta":{"query_hash":"f96531e4c0e1","filters":{"venue":"Innovations"},"cohort_total":30,"direct_labels_cover":0,"predictions_cover":30,"exported":30,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/f96531e4c0e1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Innovations"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Philosophy; Art","score_opus":0.016555338282697167,"score_gpt":0.24744515623385224,"score_spread":0.23088981795115507,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983485329","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1090224,0.05359271,0.034033176,0.50020075,0.0021176457,0.00007499547,0.0001109039,0.000072446506,0.30077496],"genre_scores_gemma":[0.8696683,0.027662717,0.0056871776,0.010513746,0.001405275,0.00011987623,0.00003184946,0.00007566039,0.084835455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99774075,0.001230345,0.00004725252,0.0003436119,0.00047379476,0.0001643362],"domain_scores_gemma":[0.9949721,0.003522189,0.00046531908,0.00018019498,0.00052694883,0.00033314404],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030708688,0.0003278655,0.00032321486,0.00089022546,0.0030604764,0.006409762,0.0006779956,0.0031311233,0.0044186446],"category_scores_gemma":[0.0074203787,0.00032544823,0.00035100718,0.0015183932,0.011090397,0.0039386293,0.0021260586,0.004048554,0.0007599113],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015971209,0.000014315886,0.00076277414,0.00007061824,0.000006269417,0.00020695788,0.0066475165,0.00057159964,0.00011406106,0.97567946,0.008698884,0.0072115976],"study_design_scores_gemma":[0.000021286323,0.000030169747,0.0024836361,0.0005346418,0.000012717263,0.00057278964,0.006448885,0.0018432032,0.00034244658,0.5585185,0.42913592,0.00005567464],"about_ca_topic_score_codex":0.005690546,"about_ca_topic_score_gemma":0.0044292104,"teacher_disagreement_score":0.006409762,"about_ca_system_score_codex":0.002751419,"about_ca_system_score_gemma":0.0025454864,"threshold_uncertainty_score":0.019963086},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Internationalization; Business; Philosophy; International trade","score_opus":0.04687414569410462,"score_gpt":0.3034634408350448,"score_spread":0.25658929514094014,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2046978147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5247407,0.0035737513,0.0134138875,0.014245614,0.00016747719,0.00029639548,0.00038952666,0.00012373879,0.4430489],"genre_scores_gemma":[0.9702267,0.0009436094,0.0024874802,0.00033132386,0.00005840095,0.000117049625,0.00015488244,0.000028770626,0.025651757],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9928135,0.0031776861,0.00036901707,0.0006415555,0.001330034,0.0016682276],"domain_scores_gemma":[0.9655754,0.0133539755,0.00499948,0.002143093,0.004650399,0.009277623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009184312,0.00037190857,0.0003627263,0.0031069545,0.0036611333,0.011735306,0.0009295168,0.0019219569,0.035338942],"category_scores_gemma":[0.028547829,0.00024443454,0.00040027304,0.0038854803,0.0029343534,0.006811179,0.0069608614,0.0016350385,0.0028335415],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003621114,0.00047532097,0.1827921,0.0006654978,0.00011707636,0.0017806316,0.05645052,0.0042370595,0.0016918597,0.46748155,0.01701398,0.26693228],"study_design_scores_gemma":[0.000091525624,0.0003963075,0.248742,0.0011191993,0.00008903607,0.001950543,0.10520452,0.006234239,0.002373684,0.16790375,0.46575713,0.00013803504],"about_ca_topic_score_codex":0.0042456673,"about_ca_topic_score_gemma":0.0036324365,"teacher_disagreement_score":0.035338942,"about_ca_system_score_codex":0.005568755,"about_ca_system_score_gemma":0.008340892,"threshold_uncertainty_score":0.11822051},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.06317137699335817,"score_gpt":0.29840154661990453,"score_spread":0.23523016962654636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574843776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8649561,0.0016582765,0.0059215054,0.009091179,0.00012951136,0.000047024685,0.0001225838,0.000032564938,0.11804136],"genre_scores_gemma":[0.9890648,0.00061143277,0.00074426585,0.00022905585,0.000035280074,0.000018649487,0.000022267785,0.000008939779,0.009265397],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987452,0.0005658189,0.000037878413,0.00015344608,0.00018812066,0.00030958405],"domain_scores_gemma":[0.9972149,0.0008747862,0.0006611878,0.00021686201,0.0002576538,0.00077464664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018874092,0.000252519,0.0001883668,0.0009838537,0.0032238509,0.004296427,0.00038549653,0.0007468851,0.008681893],"category_scores_gemma":[0.0049773483,0.00013274592,0.00015886645,0.0010159793,0.004900355,0.0030701796,0.0030766183,0.00080454885,0.00049557304],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002427843,0.00026548983,0.2014762,0.00026317115,0.00007175403,0.0017918803,0.14686257,0.00093818986,0.002248376,0.40495327,0.012726857,0.22815935],"study_design_scores_gemma":[0.00005386969,0.0002384615,0.23830824,0.00093549956,0.000059576018,0.0016494071,0.24512616,0.0022597353,0.0015333869,0.10482914,0.40489933,0.000107176005],"about_ca_topic_score_codex":0.0077821566,"about_ca_topic_score_gemma":0.010897959,"teacher_disagreement_score":0.008681893,"about_ca_system_score_codex":0.0020605586,"about_ca_system_score_gemma":0.002353608,"threshold_uncertainty_score":0.029043853},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Ministère des Transports","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.10545035011797857,"score_gpt":0.33604539802102584,"score_spread":0.23059504790304727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612729160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7195902,0.0067913593,0.05109792,0.0087317545,0.00020409949,0.00014084496,0.0017447935,0.00018291695,0.21151613],"genre_scores_gemma":[0.97489536,0.0017813122,0.003928204,0.00012785885,0.000029785526,0.000044064,0.00022663447,0.00002618475,0.018940642],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991597,0.00019556623,0.000039502393,0.00022921232,0.0002426799,0.0001333825],"domain_scores_gemma":[0.99743086,0.0009653522,0.00075766887,0.00015727142,0.00044962243,0.00023924882],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009978147,0.00025331043,0.00025674095,0.0012991095,0.0015396945,0.00614577,0.00068242976,0.0013024304,0.023798427],"category_scores_gemma":[0.004014131,0.0002663816,0.00055961596,0.0024503665,0.0026277257,0.0032353573,0.0021544746,0.0010669881,0.0014055462],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039442637,0.000108638684,0.20797883,0.00078532554,0.00018658694,0.0011568671,0.008420775,0.03390696,0.008623321,0.5624429,0.007313532,0.16868185],"study_design_scores_gemma":[0.000070337104,0.00038254366,0.49964797,0.00082725985,0.00023364654,0.0008831686,0.028179612,0.039242312,0.0048812944,0.18909797,0.23636311,0.00019074969],"about_ca_topic_score_codex":0.045829218,"about_ca_topic_score_gemma":0.043027375,"teacher_disagreement_score":0.045829218,"about_ca_system_score_codex":0.0061194045,"about_ca_system_score_gemma":0.0033311048,"threshold_uncertainty_score":0.09112489},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.0384294494904705,"score_gpt":0.31971546203806145,"score_spread":0.28128601254759095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2616748399","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15768316,0.03246745,0.090951495,0.062086422,0.0011678867,0.00017773084,0.00037854,0.00023855045,0.65484875],"genre_scores_gemma":[0.9266477,0.012430403,0.013148857,0.0023773746,0.00046460048,0.0002632342,0.00013179478,0.00014732312,0.044388708],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9918143,0.0038529146,0.00025762134,0.0013932477,0.001959752,0.0007221057],"domain_scores_gemma":[0.97737074,0.015563041,0.0017639719,0.0019955956,0.0025244295,0.00078212615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.011267354,0.0006698849,0.00061140733,0.00429729,0.00519072,0.01895179,0.0016238983,0.004615746,0.015419317],"category_scores_gemma":[0.017523196,0.00046101265,0.0008506115,0.0049914382,0.015200465,0.016345257,0.0061102267,0.0042400607,0.0015315316],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00006709727,0.000043927113,0.0047062105,0.00040225935,0.000029371473,0.00025357603,0.027645905,0.00082512916,0.000831489,0.90468806,0.0029226376,0.05758435],"study_design_scores_gemma":[0.00003563722,0.00016216032,0.014012611,0.002495132,0.00007067268,0.00054092787,0.042925984,0.002694108,0.0019673395,0.35351497,0.581488,0.000092371054],"about_ca_topic_score_codex":0.008633099,"about_ca_topic_score_gemma":0.008427896,"teacher_disagreement_score":0.01895179,"about_ca_system_score_codex":0.012429554,"about_ca_system_score_gemma":0.0080062505,"threshold_uncertainty_score":0.09018314},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.049239254035534474,"score_gpt":0.3194493803693963,"score_spread":0.2702101263338618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911608443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6428476,0.0026145112,0.13881503,0.022261072,0.00035816792,0.00041818636,0.00059494167,0.0010647741,0.19102572],"genre_scores_gemma":[0.9223522,0.0005949717,0.034825,0.000977394,0.00006633323,0.00021059999,0.00028504123,0.0003370408,0.040351436],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99258775,0.002716016,0.00034035358,0.0014236931,0.002477591,0.0004545825],"domain_scores_gemma":[0.96467686,0.019766288,0.0036524879,0.003412161,0.0069147116,0.0015775452],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00717641,0.00046877807,0.0003699351,0.0020614099,0.0033214334,0.006496275,0.001590729,0.0014249261,0.0075091454],"category_scores_gemma":[0.024890225,0.0004446505,0.00061762315,0.0019534484,0.0059250924,0.010152661,0.004635705,0.0025322528,0.0010915274],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069084467,0.0002502799,0.034623936,0.0007015499,0.000109533314,0.002085101,0.055201873,0.008340656,0.010409848,0.744484,0.00978119,0.1333213],"study_design_scores_gemma":[0.00016760964,0.0006723287,0.038505387,0.0007813421,0.00024080747,0.001525628,0.0449827,0.056780078,0.018327156,0.24084353,0.59665805,0.0005154382],"about_ca_topic_score_codex":0.023755344,"about_ca_topic_score_gemma":0.028549764,"teacher_disagreement_score":0.023755344,"about_ca_system_score_codex":0.0059996247,"about_ca_system_score_gemma":0.004592941,"threshold_uncertainty_score":0.047234118},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03483607626484363,"score_gpt":0.2525407376528243,"score_spread":0.21770466138798067,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2913008948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9332206,0.0007781626,0.004787008,0.0039036172,0.000031358813,0.000055238776,0.00009769943,0.000027893928,0.057098415],"genre_scores_gemma":[0.99354845,0.00021681105,0.0007375908,0.00008911963,0.000008105605,0.000021822174,0.000032729014,0.000007861184,0.005337508],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99629503,0.0017312942,0.00014250918,0.0004870094,0.0006703262,0.00067376014],"domain_scores_gemma":[0.98964244,0.0043984265,0.0025330624,0.0006013017,0.0014158548,0.0014090296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003361749,0.00031548835,0.00028604543,0.0018502048,0.0038299668,0.0064747524,0.00083281595,0.0012292899,0.013138275],"category_scores_gemma":[0.008640158,0.00023957467,0.000371284,0.0028692465,0.006993615,0.0032382219,0.0041019856,0.0011451407,0.0012069696],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021879171,0.0001730096,0.35548767,0.00040203173,0.00009372749,0.0010116566,0.34544635,0.0018426703,0.003420442,0.20397937,0.0030297285,0.084894605],"study_design_scores_gemma":[0.000028169572,0.00020211114,0.45473045,0.00048006338,0.00007048242,0.0003930015,0.4377215,0.002235098,0.0008905817,0.03109749,0.07208171,0.000069423324],"about_ca_topic_score_codex":0.06054589,"about_ca_topic_score_gemma":0.067979656,"teacher_disagreement_score":0.06054589,"about_ca_system_score_codex":0.0068972246,"about_ca_system_score_gemma":0.006128134,"threshold_uncertainty_score":0.12038696},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure; Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.04456279827510572,"score_gpt":0.2910364933782569,"score_spread":0.24647369510315115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2943977907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55757886,0.13493055,0.10825231,0.026811196,0.0016557057,0.003359028,0.005987989,0.00018071893,0.1612436],"genre_scores_gemma":[0.9204749,0.040165864,0.02346915,0.0041954992,0.00026447413,0.0022007343,0.0012309627,0.00017182059,0.007826598],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9456202,0.037181586,0.0041969917,0.0045407945,0.0072878,0.0011725799],"domain_scores_gemma":[0.7146506,0.24958031,0.011359059,0.010172256,0.013578557,0.00065925746],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.063008785,0.0008370736,0.0010737092,0.0057527684,0.0024508503,0.0110706575,0.0017058273,0.0021439234,0.00877119],"category_scores_gemma":[0.14982739,0.0006972094,0.0017679284,0.0082794875,0.0056692306,0.01593887,0.0034759822,0.0028653706,0.0007500927],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000664965,0.00025573786,0.07731008,0.03428385,0.0024064602,0.00070990744,0.37771448,0.0018072728,0.0017826658,0.2191628,0.009471783,0.27443007],"study_design_scores_gemma":[0.00016699282,0.00042476231,0.06470343,0.050212067,0.003101836,0.0006603925,0.49208024,0.0027027978,0.004311046,0.091241986,0.29019868,0.00019581354],"about_ca_topic_score_codex":0.011756921,"about_ca_topic_score_gemma":0.012281792,"teacher_disagreement_score":0.063008785,"about_ca_system_score_codex":0.008275319,"about_ca_system_score_gemma":0.009447836,"threshold_uncertainty_score":0.33322626},"labels":[],"label_agreement":null},{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Agence Nationale de la Recherche","keywords":"Humanities; Political science; Philosophy","score_opus":0.07381362352170304,"score_gpt":0.36983968785430765,"score_spread":0.2960260643326046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2971729298","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16840707,0.0051897247,0.46013686,0.12155979,0.0016771675,0.004589719,0.0002620493,0.000670114,0.23750754],"genre_scores_gemma":[0.76541746,0.0026903804,0.19892012,0.0053508603,0.0002073845,0.0039389,0.00012598855,0.00018183817,0.023167085],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.84378785,0.13430446,0.0031653235,0.0049240896,0.010494021,0.003324295],"domain_scores_gemma":[0.8770077,0.08823364,0.006038658,0.008383023,0.0131994495,0.007137454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09262804,0.0010567432,0.0007968165,0.003498536,0.0071679074,0.018056476,0.0037759605,0.006935836,0.01585963],"category_scores_gemma":[0.10122155,0.0009821871,0.0014949362,0.0022825785,0.015373677,0.0107463235,0.013283197,0.00539393,0.0024140049],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000414574,0.0008304209,0.014935204,0.003507932,0.00017687949,0.000524715,0.21616495,0.0047419285,0.002223971,0.44666356,0.010935266,0.29888058],"study_design_scores_gemma":[0.00044360931,0.0022794015,0.008830293,0.00739154,0.00028994307,0.0007639646,0.1591427,0.011549777,0.0040215743,0.25125828,0.5538028,0.00022609903],"about_ca_topic_score_codex":0.004851647,"about_ca_topic_score_gemma":0.004564051,"teacher_disagreement_score":0.09262804,"about_ca_system_score_codex":0.015293165,"about_ca_system_score_gemma":0.032437433,"threshold_uncertainty_score":0.48986977},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McGill University; Université du Québec en Abitibi-Témiscamingue; Université de Sherbrooke","funders":"","keywords":"Political science; Humanities; Centralisation; Philosophy","score_opus":0.03868386730562002,"score_gpt":0.3459320565170886,"score_spread":0.30724818921146857,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972235855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9752822,0.00025885084,0.0011321364,0.0009188347,0.00003153109,0.00047573601,0.000288019,0.00001742151,0.021595359],"genre_scores_gemma":[0.988936,0.000100962534,0.0008579344,0.00016130907,0.000007174342,0.00036585832,0.00012512412,0.000005625752,0.0094399],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.9957561,0.0021574157,0.00009217918,0.00051427906,0.00064638094,0.0008336623],"domain_scores_gemma":[0.99148023,0.002943003,0.0010024094,0.0008916184,0.00254758,0.0011351997],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0064639673,0.00037051304,0.0004884646,0.00080574997,0.0046168678,0.002973282,0.0011569352,0.0011961437,0.0075198347],"category_scores_gemma":[0.009484786,0.00024048713,0.00031599886,0.0014393766,0.0053780954,0.0013970627,0.0022005485,0.0012374817,0.0003294318],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008692019,0.008665192,0.36386517,0.001453176,0.00060461933,0.0018215398,0.16477615,0.01936307,0.017987473,0.16708168,0.015836187,0.22985375],"study_design_scores_gemma":[0.0018659291,0.0076389457,0.67814,0.0007015703,0.00046902223,0.00014016226,0.14947735,0.014567705,0.0072801886,0.01556656,0.12389059,0.00026192848],"about_ca_topic_score_codex":0.8381727,"about_ca_topic_score_gemma":0.8984669,"teacher_disagreement_score":0.9518523,"about_ca_system_score_codex":0.04814767,"about_ca_system_score_gemma":0.040354006,"threshold_uncertainty_score":0.34933746},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Modernization theory; Philosophy","score_opus":0.10092968713927884,"score_gpt":0.32523126029365773,"score_spread":0.22430157315437887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3030731019","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44273898,0.007875625,0.010583931,0.064462684,0.0005166266,0.00022902363,0.00026646108,0.00015847552,0.4731682],"genre_scores_gemma":[0.9609601,0.0022858398,0.0017576081,0.0011635541,0.0001249254,0.00008636461,0.000034950473,0.000021382288,0.033565212],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99326843,0.00362493,0.00015068137,0.0004497151,0.0012457883,0.0012603716],"domain_scores_gemma":[0.99133986,0.0042024213,0.0013356655,0.00058136217,0.0017839324,0.0007567958],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0056283274,0.00033485974,0.00028210747,0.0016179442,0.005196492,0.00828615,0.0006920604,0.0017764559,0.010736914],"category_scores_gemma":[0.0071879737,0.00017271313,0.00030809827,0.0032282714,0.010224663,0.004132653,0.0029023213,0.0021191149,0.0008530522],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009115404,0.00009039061,0.019637855,0.0006842212,0.0000321929,0.0006968335,0.15790585,0.00090445066,0.0017755389,0.68767005,0.01011346,0.120398015],"study_design_scores_gemma":[0.0000270928,0.00015403166,0.07588897,0.0011134078,0.000033799693,0.00043608417,0.14176145,0.0008611762,0.0011749999,0.037788272,0.74069196,0.00006882707],"about_ca_topic_score_codex":0.07893247,"about_ca_topic_score_gemma":0.060452197,"teacher_disagreement_score":0.07893247,"about_ca_system_score_codex":0.017331675,"about_ca_system_score_gemma":0.0226225,"threshold_uncertainty_score":0.15694606},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.016988680821482513,"score_gpt":0.24101135654788602,"score_spread":0.2240226757264035,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200337074","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5072272,0.0035492517,0.048339345,0.03220495,0.0005230855,0.00022831206,0.0003425976,0.0005362426,0.40704906],"genre_scores_gemma":[0.9334156,0.0013927514,0.0085777305,0.0019969752,0.00006260179,0.0001966044,0.00013015371,0.0002059915,0.05402145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9947653,0.0027409378,0.00012737406,0.0006506912,0.00093987363,0.0007758066],"domain_scores_gemma":[0.9925237,0.0031179327,0.00053406844,0.0013795071,0.0009230041,0.0015216995],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005715996,0.00046784664,0.0004380437,0.0017107909,0.007041156,0.0122158,0.0015578883,0.0022022831,0.018895345],"category_scores_gemma":[0.007963848,0.00034133033,0.00046730464,0.001537226,0.013823932,0.008815308,0.012227232,0.0027083936,0.00303455],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029286632,0.00029632248,0.0153114395,0.00051279686,0.000039237544,0.0034806759,0.318819,0.0011389032,0.004609874,0.5231706,0.013837028,0.118491255],"study_design_scores_gemma":[0.000036738522,0.0002339691,0.011144699,0.0006907456,0.000027115213,0.0014701376,0.2946778,0.0014966519,0.0032799793,0.1073529,0.5795115,0.00007780707],"about_ca_topic_score_codex":0.0071163666,"about_ca_topic_score_gemma":0.010018005,"teacher_disagreement_score":0.018895345,"about_ca_system_score_codex":0.0047296234,"about_ca_system_score_gemma":0.0051195794,"threshold_uncertainty_score":0.06321126},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières; Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03471441581127053,"score_gpt":0.2895787731408957,"score_spread":0.25486435732962515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379532996","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91021985,0.0049010837,0.020258857,0.004090153,0.00013091846,0.0010221044,0.0011511046,0.00012916957,0.058096662],"genre_scores_gemma":[0.9447358,0.003237473,0.019096177,0.00049174234,0.000022639968,0.0006518446,0.00052291586,0.00005841623,0.031182962],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9946131,0.0016323508,0.00021038653,0.00076495577,0.001901731,0.00087753485],"domain_scores_gemma":[0.9848409,0.00575073,0.0018501645,0.0007818733,0.0053523523,0.0014239608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00941126,0.00063157594,0.0005538218,0.0024935352,0.0035890979,0.0070244595,0.00124304,0.0013016565,0.006931591],"category_scores_gemma":[0.012987551,0.00043337964,0.00077955064,0.002862575,0.0026885967,0.0036251456,0.0028470978,0.0018951559,0.0010661732],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008104444,0.0008499166,0.31851533,0.004280175,0.00032870143,0.002302761,0.17132431,0.0055631115,0.017477684,0.059203416,0.006362628,0.41298154],"study_design_scores_gemma":[0.00007908199,0.0009822232,0.56861097,0.0032730799,0.00039417055,0.0005511499,0.16622525,0.007389144,0.016538437,0.014007896,0.22167975,0.00026895944],"about_ca_topic_score_codex":0.29249907,"about_ca_topic_score_gemma":0.44243288,"teacher_disagreement_score":0.29249907,"about_ca_system_score_codex":0.023101293,"about_ca_system_score_gemma":0.035345137,"threshold_uncertainty_score":0.58159304},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Ligne; Context (archaeology); Rural development","score_opus":0.03080949158370037,"score_gpt":0.34135764341796565,"score_spread":0.31054815183426526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415055956","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91880643,0.00056554994,0.004681258,0.003207914,0.000046434237,0.00019025784,0.00020830435,0.00007830059,0.072215594],"genre_scores_gemma":[0.97565913,0.0003527675,0.0024108212,0.00018181546,0.000008248496,0.00007192343,0.00014270055,0.00001773817,0.02115481],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99401504,0.002470129,0.00021807628,0.00055967807,0.0014371179,0.0012999874],"domain_scores_gemma":[0.9866099,0.0029052808,0.0010490188,0.0008120357,0.005335154,0.0032886097],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005678444,0.00034703303,0.0003654731,0.0018266878,0.005778835,0.0068552317,0.00081414124,0.0007738401,0.008923428],"category_scores_gemma":[0.014215554,0.00026413685,0.00032780986,0.0029303215,0.0028370249,0.0023168935,0.0038655202,0.0014021898,0.0009916462],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00043595894,0.0012912265,0.28128508,0.00047642636,0.000107566906,0.0011331557,0.2914952,0.0044919527,0.00797977,0.047689326,0.009106312,0.35450807],"study_design_scores_gemma":[0.00006379106,0.0006642315,0.59171104,0.00065233244,0.00013134492,0.0002665485,0.22237019,0.0066905627,0.0033649788,0.004881758,0.16907531,0.0001279409],"about_ca_topic_score_codex":0.8443347,"about_ca_topic_score_gemma":0.8740413,"teacher_disagreement_score":0.9533397,"about_ca_system_score_codex":0.046660308,"about_ca_system_score_gemma":0.049639814,"threshold_uncertainty_score":0.3385458},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Civilization; Hippopotamus; Limiting","score_opus":0.08427062115215601,"score_gpt":0.3172211504040276,"score_spread":0.2329505292518716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417456228","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006782214,0.8782352,0.002297151,0.060326993,0.00656236,0.000015903564,0.0008221155,0.00026812704,0.050793882],"genre_scores_gemma":[0.033599775,0.67497534,0.0034570645,0.008917957,0.008252766,0.0001099128,0.0009491015,0.0005356286,0.26920247],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.999283,0.0001298856,0.000038675902,0.00010103314,0.00034552856,0.0001018276],"domain_scores_gemma":[0.99844944,0.0005992489,0.00012560928,0.00005926514,0.00060514006,0.00016128752],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012671165,0.0016010214,0.0010331534,0.003278134,0.003638563,0.0071720895,0.0016236061,0.002538078,0.054374132],"category_scores_gemma":[0.0037487722,0.0007722438,0.00051738316,0.0062497496,0.0038543106,0.007594214,0.0013653791,0.0033095023,0.019015811],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003391609,0.000010160865,0.00049032917,0.00063185144,0.000012042184,0.00008409385,0.0025046743,0.00012342067,0.00014299786,0.03500547,0.88589716,0.075063944],"study_design_scores_gemma":[0.0000073463925,0.0000045787597,0.0018979745,0.0006724359,0.0000065298614,0.0001236017,0.0009609509,0.00006914048,0.0001188428,0.004174768,0.9919458,0.00001804697],"about_ca_topic_score_codex":0.45941052,"about_ca_topic_score_gemma":0.6575431,"teacher_disagreement_score":0.45941052,"about_ca_system_score_codex":0.014380038,"about_ca_system_score_gemma":0.011906329,"threshold_uncertainty_score":0.9134729},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Pascal (unit)","score_opus":0.151360384257963,"score_gpt":0.4008489285039676,"score_spread":0.24948854424600458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417456253","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00033764262,0.89833784,0.00062081317,0.07381215,0.018763129,0.000013033236,0.00014601999,0.00010195676,0.007867343],"genre_scores_gemma":[0.016657384,0.79258734,0.0019221923,0.02242253,0.026576204,0.00010400017,0.00031792652,0.0003270144,0.13908541],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990096,0.00027867666,0.00006920464,0.0001769624,0.0003744505,0.00009107872],"domain_scores_gemma":[0.99752325,0.001148666,0.00020849334,0.000054050262,0.0007413545,0.00032423198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002008917,0.0014749827,0.0012577352,0.0025370196,0.0029554681,0.004912109,0.001325589,0.0029698957,0.022288617],"category_scores_gemma":[0.0045876405,0.0006654144,0.0004317161,0.0031002304,0.0017403301,0.0048112,0.0016790016,0.005023705,0.012026146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004270972,0.000017875414,0.00040424048,0.000698896,0.000015138307,0.00008888551,0.0013452405,0.00008357485,0.00010001903,0.0054639126,0.90610373,0.0856357],"study_design_scores_gemma":[0.000011673299,0.000010659773,0.001991428,0.0008546752,0.000011413462,0.00025649244,0.0011531587,0.000059719627,0.00009231799,0.0015505515,0.9939884,0.000019576877],"about_ca_topic_score_codex":0.06213134,"about_ca_topic_score_gemma":0.09991042,"teacher_disagreement_score":0.06213134,"about_ca_system_score_codex":0.0039185924,"about_ca_system_score_gemma":0.003886924,"threshold_uncertainty_score":0.12353939},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Portrait; Object (grammar); Order (exchange)","score_opus":0.03963395341159519,"score_gpt":0.3067148893461783,"score_spread":0.2670809359345831,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417456261","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00076632475,0.81206053,0.0015691397,0.14069602,0.00775425,0.000016431557,0.0009936027,0.00016436078,0.03597929],"genre_scores_gemma":[0.042417355,0.81940573,0.0042229174,0.016705722,0.0121329585,0.00008358044,0.0009063088,0.00028031968,0.10384508],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990012,0.0002120455,0.000078603705,0.00008631891,0.00049284525,0.00012901897],"domain_scores_gemma":[0.9982596,0.00080284715,0.00019902519,0.000052534488,0.0005073831,0.00017863623],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026414255,0.001214631,0.00091608067,0.003456231,0.00302398,0.0076572574,0.0011840943,0.0034380644,0.03164136],"category_scores_gemma":[0.005278396,0.0005979785,0.0004836222,0.0066926572,0.0032083138,0.0070987805,0.0014832853,0.00364137,0.008671615],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044843222,0.000012332204,0.0005380499,0.0007288634,0.000015466752,0.000089253896,0.0031578557,0.00016122706,0.00015041592,0.07393164,0.83075815,0.090411834],"study_design_scores_gemma":[0.000008841197,0.0000056382037,0.0014863297,0.00074791367,0.000007762289,0.00008567887,0.0008909971,0.000062023406,0.00010365424,0.0073348093,0.98924947,0.000016826723],"about_ca_topic_score_codex":0.18004182,"about_ca_topic_score_gemma":0.3121156,"teacher_disagreement_score":0.18004182,"about_ca_system_score_codex":0.010793718,"about_ca_system_score_gemma":0.011841041,"threshold_uncertainty_score":0.3579877},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Object (grammar); Context (archaeology); Perspective (graphical)","score_opus":0.06149562371064262,"score_gpt":0.36403417046263103,"score_spread":0.30253854675198844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417456280","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015546201,0.77964324,0.002161562,0.13914691,0.008006117,0.000030579107,0.003801781,0.00017114443,0.065484114],"genre_scores_gemma":[0.07719561,0.64315253,0.0034376653,0.013144724,0.0058788103,0.00014592704,0.002320705,0.00037376283,0.25435033],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991868,0.00019962466,0.00005227897,0.000098950186,0.00035731267,0.000104981926],"domain_scores_gemma":[0.99808973,0.0006248274,0.00016712112,0.00008580372,0.0008515982,0.00018089171],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012652742,0.0012534998,0.0005896633,0.00252093,0.0037727528,0.0053040306,0.001409932,0.002152408,0.023456277],"category_scores_gemma":[0.0049646003,0.0006543994,0.0003912415,0.0052099414,0.0033542137,0.00574535,0.0013096331,0.0032435267,0.00786865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002947445,0.000008605519,0.0007410043,0.00028092298,0.000011896122,0.00006352132,0.00269965,0.000096937554,0.000074810734,0.0345889,0.91958785,0.041816358],"study_design_scores_gemma":[0.000007961151,0.0000035426178,0.0043976875,0.0007900199,0.000011278329,0.000052942927,0.0013422349,0.000045475426,0.00012934042,0.0072717853,0.98593247,0.0000153073],"about_ca_topic_score_codex":0.5182431,"about_ca_topic_score_gemma":0.7455142,"teacher_disagreement_score":0.5182431,"about_ca_system_score_codex":0.0133428145,"about_ca_system_score_gemma":0.0160192,"threshold_uncertainty_score":0.96918815},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Meaning (existential); Object (grammar); Context (archaeology)","score_opus":0.07938465831574795,"score_gpt":0.342719006741921,"score_spread":0.2633343484261731,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417456284","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022589932,0.54748225,0.004997634,0.28739542,0.018830221,0.00007124786,0.0045904666,0.00036585427,0.13400787],"genre_scores_gemma":[0.043666143,0.36854798,0.003290063,0.011567836,0.006674429,0.00016351354,0.0021834867,0.0011420742,0.56276447],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994486,0.00011243039,0.000025949825,0.000104867526,0.00025041637,0.000057681955],"domain_scores_gemma":[0.99778867,0.0006869937,0.00014360031,0.00009572386,0.001028016,0.00025694325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013413477,0.0008967295,0.0005543084,0.0022404322,0.0031218878,0.0055591064,0.0011826701,0.0023550258,0.08889607],"category_scores_gemma":[0.006669826,0.0004412165,0.00028865875,0.003921149,0.0015663861,0.005462411,0.0016326157,0.0032395767,0.025918325],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000016695623,0.000005737649,0.00023022862,0.00014996585,0.0000038631188,0.00002272849,0.00043796192,0.000056754154,0.00005078122,0.01181142,0.9644455,0.022768373],"study_design_scores_gemma":[0.000007821356,0.000004205373,0.0016508169,0.00065080024,0.0000056313793,0.00004852541,0.0009429756,0.000081900034,0.00011838804,0.00417678,0.9922995,0.000012577385],"about_ca_topic_score_codex":0.19071746,"about_ca_topic_score_gemma":0.35208032,"teacher_disagreement_score":0.19071746,"about_ca_system_score_codex":0.006852265,"about_ca_system_score_gemma":0.006648846,"threshold_uncertainty_score":0.3792147},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Field (mathematics); Foreign policy","score_opus":0.016299914912796577,"score_gpt":0.2178399683477044,"score_spread":0.2015400534349078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417456331","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009085697,0.8549396,0.0010156129,0.102733746,0.009386822,0.000021685879,0.0015861636,0.000110964,0.029296836],"genre_scores_gemma":[0.056284487,0.7073105,0.0029266623,0.022687893,0.01877138,0.00009619732,0.0015821772,0.0003407237,0.18999997],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906904,0.00013650599,0.00008098989,0.00008671373,0.00050485047,0.0001218902],"domain_scores_gemma":[0.99862754,0.00039959382,0.00017417848,0.00007223516,0.0006455276,0.000080858816],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016134576,0.0012991423,0.00075904065,0.004154821,0.0035399373,0.0060560955,0.0015000462,0.0035220492,0.022869542],"category_scores_gemma":[0.0047415304,0.00068186934,0.00060511724,0.0061222296,0.0033603052,0.0055889077,0.0012915179,0.003255323,0.0072315345],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032436536,0.00000938648,0.000670099,0.00031987863,0.000016094149,0.00009988821,0.000962954,0.00012696414,0.0001048526,0.03155713,0.9252144,0.040885765],"study_design_scores_gemma":[0.00000768997,0.0000043274113,0.0041282447,0.0008190968,0.00000927492,0.00011542069,0.0005639414,0.00007049149,0.0001652879,0.0047411723,0.98935413,0.000020936983],"about_ca_topic_score_codex":0.42535314,"about_ca_topic_score_gemma":0.5925653,"teacher_disagreement_score":0.42535314,"about_ca_system_score_codex":0.016876247,"about_ca_system_score_gemma":0.010174521,"threshold_uncertainty_score":0.8457546},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Field (mathematics); Work (physics)","score_opus":0.029155723096391913,"score_gpt":0.27350362507727405,"score_spread":0.24434790198088213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417456347","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014940341,0.6483739,0.0023155096,0.29093874,0.0074839755,0.000033092896,0.0006810524,0.00012518631,0.048554543],"genre_scores_gemma":[0.07252898,0.52761734,0.0030228463,0.025137939,0.004143271,0.00007669526,0.0005933464,0.00027204942,0.36660755],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993774,0.00016097866,0.000024232397,0.000077187746,0.00024368978,0.00011660249],"domain_scores_gemma":[0.9985954,0.0004959401,0.00009694199,0.000037074813,0.00051097723,0.00026378996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016881002,0.0010858404,0.000688263,0.001907565,0.004572017,0.006148701,0.0012766971,0.0035793637,0.027743647],"category_scores_gemma":[0.002545617,0.0005243581,0.00035153393,0.004146793,0.0025590067,0.004200139,0.0009771963,0.0036359695,0.008114801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000023926506,0.000010572763,0.0005135923,0.0002619327,0.00000923065,0.00007681275,0.0014781771,0.00012422164,0.0001061908,0.02439021,0.9265971,0.04640793],"study_design_scores_gemma":[0.000013457273,0.0000075249463,0.003590838,0.00072369777,0.00001019294,0.00011306775,0.0018646665,0.00017417804,0.00018429969,0.009980736,0.98331153,0.0000259613],"about_ca_topic_score_codex":0.65469617,"about_ca_topic_score_gemma":0.82708883,"teacher_disagreement_score":0.65469617,"about_ca_system_score_codex":0.014695505,"about_ca_system_score_gemma":0.016432093,"threshold_uncertainty_score":0.6946748},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Consumption (sociology); Period (music); Field (mathematics)","score_opus":0.03979643810601765,"score_gpt":0.35702700829961365,"score_spread":0.317230570193596,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417456406","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016782003,0.8714103,0.0016941272,0.060556814,0.0035075021,0.000022091379,0.0020537106,0.00013912989,0.058938004],"genre_scores_gemma":[0.06573863,0.5249627,0.0035959412,0.0072689103,0.0015463457,0.000099614124,0.00183878,0.00032168254,0.39462733],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992861,0.00014443447,0.000037181853,0.00007912197,0.00034073959,0.00011252033],"domain_scores_gemma":[0.99835324,0.00037185368,0.000108487875,0.00004917284,0.0009174601,0.00019969851],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013332944,0.0008684497,0.00087335735,0.0026487755,0.00454119,0.005133931,0.0013674137,0.0029828062,0.058022235],"category_scores_gemma":[0.0027888704,0.000603437,0.00041857397,0.0056476383,0.0027018313,0.0044219457,0.00093705073,0.0027740651,0.012431106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004753551,0.000011028841,0.0011120855,0.0005200758,0.000014835862,0.00011071073,0.0027067927,0.00014167059,0.00019442312,0.02158822,0.8833064,0.09024618],"study_design_scores_gemma":[0.0000071702516,0.000005567219,0.005024412,0.0009204656,0.000011608726,0.000079524405,0.0016904263,0.00008691512,0.00014292907,0.0027221048,0.9892897,0.000019205267],"about_ca_topic_score_codex":0.8817704,"about_ca_topic_score_gemma":0.9579372,"teacher_disagreement_score":0.8817704,"about_ca_system_score_codex":0.03182099,"about_ca_system_score_gemma":0.029166259,"threshold_uncertainty_score":0.23785174},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Management system","score_opus":0.04239449939910444,"score_gpt":0.3221159200937338,"score_spread":0.27972142069462935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7155370316","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01096692,0.5462049,0.014569537,0.16184704,0.005036167,0.00012396988,0.0014543675,0.0002811797,0.25951582],"genre_scores_gemma":[0.18537632,0.4645229,0.014756122,0.011029429,0.0014600301,0.00021244588,0.0012538978,0.00049342087,0.32089546],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99877304,0.00028494425,0.000051040646,0.00017347871,0.00058110995,0.00013628374],"domain_scores_gemma":[0.99750227,0.0008665221,0.00018906765,0.00014117862,0.0010139814,0.00028706217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018060687,0.0010776857,0.000582252,0.0033029828,0.0065775467,0.0076666945,0.0015150295,0.0027011093,0.016266027],"category_scores_gemma":[0.0041638925,0.0005506077,0.00040586985,0.00555752,0.007827549,0.008439432,0.0017941814,0.0033055064,0.0032365308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059387003,0.000039669303,0.0041831806,0.0009725147,0.000039924274,0.00039900275,0.030989647,0.00061129563,0.00058525905,0.2483767,0.51533586,0.19840752],"study_design_scores_gemma":[0.000006826582,0.000009895405,0.0074352412,0.0011852125,0.000017742948,0.00013359243,0.011124924,0.00013607695,0.0002456323,0.024814405,0.95485973,0.00003067148],"about_ca_topic_score_codex":0.66159964,"about_ca_topic_score_gemma":0.824895,"teacher_disagreement_score":0.66159964,"about_ca_system_score_codex":0.026329206,"about_ca_system_score_gemma":0.030313907,"threshold_uncertainty_score":0.6807865},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Clothing industry","score_opus":0.01945734110577685,"score_gpt":0.23732270218253906,"score_spread":0.21786536107676222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7155397367","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022456094,0.90899867,0.0011968581,0.059740867,0.0053835018,0.00002792588,0.0013086534,0.00009301821,0.021004932],"genre_scores_gemma":[0.04791214,0.78447986,0.0026965567,0.005272668,0.003270797,0.000082447055,0.0013425001,0.00021181033,0.15473118],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918157,0.00020418143,0.00005118653,0.00010210654,0.00032874287,0.00013221787],"domain_scores_gemma":[0.99805874,0.00061261,0.00016153837,0.000066700064,0.0009089667,0.00019131198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019550277,0.0015451242,0.0009561276,0.0030794747,0.0038672667,0.004289328,0.0009998584,0.0021644516,0.041351665],"category_scores_gemma":[0.0037372608,0.00073124585,0.00047586518,0.0056395656,0.0025766212,0.0045029516,0.001259029,0.0024375152,0.012517801],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000079934056,0.000019843494,0.0033019579,0.0014967768,0.00003411079,0.00021677042,0.0059992755,0.00027951048,0.000348182,0.012366252,0.7979439,0.17791344],"study_design_scores_gemma":[0.00001063053,0.000013468336,0.020391956,0.0012146684,0.000019216533,0.00026314668,0.006122085,0.000172221,0.00028594144,0.002108785,0.9693533,0.000044605957],"about_ca_topic_score_codex":0.7117027,"about_ca_topic_score_gemma":0.8422792,"teacher_disagreement_score":0.7117027,"about_ca_system_score_codex":0.01611298,"about_ca_system_score_gemma":0.013672845,"threshold_uncertainty_score":0.57999027},"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"GDG Environnement","funders":"","keywords":"Natural (archaeology)","score_opus":0.024239131754597007,"score_gpt":0.2990208563582031,"score_spread":0.27478172460360606,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7155490247","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00041481853,0.6724793,0.0005852066,0.30471376,0.0030600426,0.000009221424,0.00016646096,0.00003406262,0.01853707],"genre_scores_gemma":[0.028862486,0.8489976,0.0015069363,0.035272706,0.009538178,0.000068259986,0.00019747163,0.00017082723,0.0753857],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851996,0.0006008883,0.00007608736,0.0002559262,0.0003753645,0.00017188594],"domain_scores_gemma":[0.9967499,0.0020684227,0.00029140172,0.00011708236,0.0005202154,0.00025307934],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002811352,0.0016796939,0.0010143651,0.0027637898,0.0036541112,0.009455568,0.0019587518,0.009421125,0.023933278],"category_scores_gemma":[0.0042683985,0.0008344249,0.00062424777,0.006684022,0.006710115,0.015530535,0.0025507596,0.008309308,0.0068032453],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000042953234,0.000029905223,0.00069801975,0.00072658755,0.000028391381,0.00010839764,0.0036136962,0.00013250465,0.00008510193,0.10163298,0.85733914,0.035562325],"study_design_scores_gemma":[0.000022429806,0.000016619131,0.0032553826,0.0016484351,0.000022151266,0.00012175124,0.0047871815,0.00014571313,0.00019626816,0.067035854,0.9227091,0.000038964503],"about_ca_topic_score_codex":0.0612129,"about_ca_topic_score_gemma":0.117259346,"teacher_disagreement_score":0.0612129,"about_ca_system_score_codex":0.008926157,"about_ca_system_score_gemma":0.006769113,"threshold_uncertainty_score":0.12171322},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Strategic management; Strategic planning; International business; Small and medium-sized enterprises","score_opus":0.04802047193656625,"score_gpt":0.30851740178189585,"score_spread":0.2604969298453296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7155497684","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0005305952,0.97794044,0.0017014431,0.010706757,0.001368372,0.000012105936,0.00011987323,0.00004423014,0.0075761382],"genre_scores_gemma":[0.007554223,0.9732256,0.0018014435,0.00075507764,0.000998641,0.000031700343,0.0001648146,0.000029352463,0.015439218],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861944,0.00037118315,0.00013797528,0.00021519321,0.000518635,0.00013749335],"domain_scores_gemma":[0.9977003,0.001261217,0.00029967263,0.000079889876,0.0004029906,0.00025596205],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019890761,0.0019700122,0.0015899485,0.0038622152,0.0013863761,0.005227423,0.0013171636,0.0031401732,0.017639324],"category_scores_gemma":[0.0033179717,0.0012890477,0.00097282836,0.0061585903,0.001974446,0.010306842,0.001669073,0.0033366454,0.013830701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014537289,0.00013285864,0.0023971426,0.004324389,0.00008143512,0.00028825426,0.00300659,0.0011876656,0.00043285915,0.027791632,0.50938654,0.45082524],"study_design_scores_gemma":[0.000027845,0.000061012935,0.0067157582,0.003924628,0.00008983712,0.0007254886,0.0025005247,0.00081123936,0.00054107845,0.02889387,0.95564765,0.00006110272],"about_ca_topic_score_codex":0.019368751,"about_ca_topic_score_gemma":0.027691288,"teacher_disagreement_score":0.019368751,"about_ca_system_score_codex":0.0041235373,"about_ca_system_score_gemma":0.005301135,"threshold_uncertainty_score":0.059009373},"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 &amp; 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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Innovation Cluster (Canada)","funders":"","keywords":"Work (physics)","score_opus":0.080493461609559,"score_gpt":0.33325115907760616,"score_spread":0.25275769746804716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7155507456","genre_codex":"review","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030296708,0.85129386,0.0020432568,0.053412102,0.0034086416,0.000036387177,0.0008223837,0.00012358381,0.085830115],"genre_scores_gemma":[0.056638762,0.7370864,0.004846134,0.004421029,0.0019464127,0.00007698982,0.0009336185,0.00013858313,0.19391212],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989303,0.00015165594,0.000099215125,0.000104298524,0.0006142576,0.00010033545],"domain_scores_gemma":[0.9984719,0.00054718595,0.00020173953,0.00006086887,0.000644273,0.0000739676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018365671,0.0011160116,0.0006022238,0.0030774947,0.0019468784,0.005515723,0.00070107816,0.0023389873,0.040256713],"category_scores_gemma":[0.0043309424,0.00054772093,0.0004611399,0.00439149,0.0018467843,0.005992199,0.0010496366,0.0020106665,0.015575142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000108835586,0.000044047003,0.002287142,0.002666372,0.00003680616,0.0003769569,0.0042795646,0.00027637824,0.0008733405,0.037192002,0.506891,0.44496766],"study_design_scores_gemma":[0.000010038833,0.000013817108,0.0069320365,0.0013181837,0.000026241325,0.0003352141,0.0021844408,0.00008889933,0.00043665903,0.003104866,0.9855306,0.000018966428],"about_ca_topic_score_codex":0.04659257,"about_ca_topic_score_gemma":0.07280051,"teacher_disagreement_score":0.04659257,"about_ca_system_score_codex":0.0051831244,"about_ca_system_score_gemma":0.0076851267,"threshold_uncertainty_score":0.1346721},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Identity (music); Context (archaeology); Power (physics)","score_opus":0.023551928520990542,"score_gpt":0.25633681495197125,"score_spread":0.23278488643098072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7155531125","genre_codex":"review","genre_gemma":"methods","domain_codex":null,"domain_gemma":"reporting","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":null,"domain_candidate":"reporting","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0041929735,0.70702106,0.0015551895,0.13688043,0.021671847,0.000045279598,0.0028729278,0.0002989685,0.12546144],"genre_scores_gemma":[0.05066228,0.26285493,0.0012396103,0.0075158454,0.005650011,0.000052044008,0.001259894,0.00044523648,0.6703201],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989536,0.00014939994,0.000037872407,0.00014536557,0.0005338134,0.0001799267],"domain_scores_gemma":[0.9974275,0.00052729016,0.0001298045,0.000111510606,0.0014993771,0.00030442438],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.00143401,0.0013763051,0.0009556395,0.0031858662,0.0046968297,0.0045815124,0.001205758,0.0019270941,0.053669613],"category_scores_gemma":[0.0032562485,0.00052177504,0.00045092363,0.006664605,0.0028542897,0.003446235,0.0011382353,0.0023059193,0.011511106],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030779258,0.0000109465545,0.0008372377,0.00032179177,0.00001083697,0.00010585533,0.0015681898,0.00016658433,0.0001701319,0.010934791,0.9308691,0.0549737],"study_design_scores_gemma":[0.000003531967,0.0000026520147,0.0024613384,0.0002746772,0.0000031977752,0.000055791177,0.00058782834,0.00005375034,0.000053117496,0.000525393,0.99596846,0.000010245849],"about_ca_topic_score_codex":0.87216496,"about_ca_topic_score_gemma":0.91812474,"teacher_disagreement_score":0.998566,"about_ca_system_score_codex":0.027867097,"about_ca_system_score_gemma":0.026580572,"threshold_uncertainty_score":0.25717574},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Duty; Criticism; Argument (complex analysis); Work (physics)","score_opus":0.05653427290338782,"score_gpt":0.3277012215461598,"score_spread":0.271166948642772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7155549195","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0007843256,0.52934843,0.0011899144,0.41857556,0.0042280112,0.00002271184,0.00038737923,0.00006103707,0.04540272],"genre_scores_gemma":[0.09440186,0.6320734,0.002597192,0.070141785,0.008805926,0.0001778466,0.0004477096,0.00028751133,0.19106668],"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9973074,0.0010939372,0.00010930591,0.00029011522,0.0008967209,0.00030246054],"domain_scores_gemma":[0.9959066,0.0022336175,0.00022964716,0.00013313006,0.0012630837,0.00023392656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038537232,0.0014957478,0.00097457157,0.0042443974,0.005883012,0.006931617,0.0023913304,0.006310375,0.015719172],"category_scores_gemma":[0.007206495,0.0006532914,0.00051774055,0.00953656,0.008704532,0.008306229,0.0014856332,0.006317773,0.0032103641],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030037347,0.000013621157,0.00038016925,0.0002844583,0.000010931649,0.00007082746,0.0020046718,0.00036765623,0.00003756391,0.2053533,0.7752363,0.016210446],"study_design_scores_gemma":[0.000023222849,0.000006543849,0.0024249253,0.001068704,0.000008131294,0.000045778263,0.0017347215,0.00037509168,0.00009909487,0.07000414,0.9241788,0.000030830623],"about_ca_topic_score_codex":0.6676627,"about_ca_topic_score_gemma":0.68558663,"teacher_disagreement_score":0.33233732,"about_ca_system_score_codex":0.045519188,"about_ca_system_score_gemma":0.024127953,"threshold_uncertainty_score":0.668589},"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,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Context (archaeology); Vulnerability (computing); Event (particle physics)","score_opus":0.03005318252523596,"score_gpt":0.3203211034843439,"score_spread":0.2902679209591079,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7155567362","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00057448784,0.82387,0.0006358967,0.10957375,0.007535364,0.000020643763,0.0010317159,0.00012260836,0.05663556],"genre_scores_gemma":[0.033848446,0.6717349,0.0013081734,0.018524483,0.004923714,0.000105744235,0.0010069504,0.00040641855,0.26814115],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987213,0.00026611055,0.000059392303,0.00019222472,0.00054229377,0.00021866708],"domain_scores_gemma":[0.9980405,0.00043482764,0.000121647834,0.00012336734,0.00093074486,0.00034902335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016851086,0.0021876895,0.0013070494,0.003862646,0.008383129,0.009218882,0.002334726,0.005003595,0.041533407],"category_scores_gemma":[0.0033841063,0.0010631806,0.0005920268,0.010043347,0.00851084,0.0081987595,0.0023526363,0.005785428,0.009471902],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018697338,0.0000122268875,0.0006637673,0.0004792986,0.000015898488,0.0001209601,0.003964554,0.00015872167,0.000086882435,0.032778263,0.9070518,0.05464894],"study_design_scores_gemma":[0.000004405186,0.0000034093948,0.002874427,0.00088952325,0.000008117914,0.00007499511,0.0024194962,0.00005579715,0.00004194325,0.0039793043,0.98962885,0.000019649973],"about_ca_topic_score_codex":0.8791642,"about_ca_topic_score_gemma":0.9492839,"teacher_disagreement_score":0.12083578,"about_ca_system_score_codex":0.057079848,"about_ca_system_score_gemma":0.043158036,"threshold_uncertainty_score":0.41414523},"labels":[],"label_agreement":null}]}