{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":17,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":17,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"2191af53850e","filters":{"venue":"Journal of Innovation Economics & Management"}},"results":[{"id":"W2140114722","doi":"10.3917/jie.011.0149","title":"Impact measurement in microfinance: Is the measurement of the social return on investment an innovation in microfinance?","year":2013,"lang":"en","type":"article","venue":"Journal of Innovation Economics & Management","topic":"Microfinance and Financial Inclusion","field":"Economics, Econometrics and Finance","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Business Development Bank of Canada; University of Waterloo","funders":"","keywords":"Microfinance; Outreach; Poverty; Investment (military); Business; Economics; Accounting; Financial system; Finance; Economic growth; Political science","authors":[{"name":"Olaf Weber","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05780289863609991,"gpt":0.2594930555614405,"spread":0.2016901569253406,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005396897,0.000286507,0.0006070099,0.001319018,0.000179386,0.00009337986,0.0007251783,0.0001437703,0.00008643523],"category_scores_gemma":[0.0001164515,0.0002264235,0.0001613954,0.002328962,0.00009709597,0.0006113409,0.0001647861,0.0004468619,0.0000343258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002279834,"about_ca_system_score_gemma":0.00017317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000368839,"about_ca_topic_score_gemma":0.0001018177,"domain_scores_codex":[0.9954949,0.00005550294,0.003489735,0.0003637803,0.0002191077,0.0003769556],"domain_scores_gemma":[0.9948373,0.0000132853,0.003846528,0.0004954652,0.0007850343,0.00002238351],"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":[0.0004873766,0.002045277,0.128475,0.0001886203,0.0003172807,0.000006398923,0.005997259,0.002001009,0.01074866,0.7731918,0.03105396,0.04548747],"study_design_scores_gemma":[0.002218926,0.0002692044,0.8813385,0.0002643996,0.00001171827,0.000003334849,0.0004121316,0.0003352013,0.004937858,0.08427612,0.02559494,0.0003376774],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889666,0.0003668841,0.0003939416,0.004783555,0.0006656802,0.0009438084,0.00002238013,0.000003404504,0.003853726],"genre_scores_gemma":[0.9958797,0.0004406484,0.0004569291,0.002897342,0.0001362158,0.00005476412,0.000004853825,0.00002736114,0.0001022442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7528635,"threshold_uncertainty_score":0.9233282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4315853028","doi":"10.3917/jie.040.0001","title":"“Do-It-Together” and Innovation: Transforming European Industry","year":2023,"lang":"en","type":"article","venue":"Journal of Innovation Economics & Management","topic":"University-Industry-Government Innovation Models","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Horizon 2020 Framework Programme; European Commission","keywords":"Business; Industrial organization","authors":[{"name":"Laurent Dupont","is_ca":false},{"name":"Fédoua Kasmi","is_ca":false},{"name":"Joshua M. Pearce","is_ca":true},{"name":"Roland Ortt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04146106429964686,"gpt":0.2393812526396532,"spread":0.1979201883400064,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002536703,0.0002117842,0.000244409,0.00350897,0.0002148588,0.0004258851,0.0003498917,0.0001712801,0.0001715694],"category_scores_gemma":[0.00006612537,0.0002338847,0.00004217972,0.005439138,0.00005022538,0.002622165,0.000228483,0.0006631172,0.00008929686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001809099,"about_ca_system_score_gemma":0.00003476114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003834804,"about_ca_topic_score_gemma":0.000001484079,"domain_scores_codex":[0.997894,0.0000155827,0.00130782,0.0002403136,0.0002841791,0.0002580349],"domain_scores_gemma":[0.9975115,0.00002247273,0.001539871,0.0002056707,0.0007069222,0.00001355185],"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":[0.0000677812,0.00008416871,0.01631045,0.0001527662,0.0002807113,0.00006365708,0.0001718766,0.003962777,0.0003226241,0.8851017,0.02720578,0.06627569],"study_design_scores_gemma":[0.003426513,0.00004605995,0.04475114,0.0002519389,0.0001467165,0.00002554115,0.006459109,0.004135838,0.0001680131,0.02134176,0.9185558,0.000691601],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9011456,0.000004611489,0.003188652,0.009055883,0.0005413321,0.0002287605,0.000003593342,0.00006485297,0.08576674],"genre_scores_gemma":[0.9890171,0.00004718655,0.0007312416,0.006786454,0.0009534323,0.000002762801,0.0000347889,0.00004593914,0.002381124],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.89135,"threshold_uncertainty_score":0.9537542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4213238573","doi":"10.3917/jie.pr1.0117","title":"Factors Influencing Profitability in Eco-design: Lessons from European and Canadian Firms","year":2022,"lang":"en","type":"article","venue":"Journal of Innovation Economics & Management","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal","funders":"","keywords":"Profitability index; Business; Probit model; Industrial organization; Order (exchange); Ordered probit; Marketing; Probit; Economics; Econometrics; Finance","authors":[{"name":"Marie‐France Vernier","is_ca":false},{"name":"Nabila Arfaoui","is_ca":false},{"name":"Sandra Challita","is_ca":false},{"name":"Paul Lanoie","is_ca":false},{"name":"Sylvain Plouffe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02882391224290078,"gpt":0.2243503110935277,"spread":0.1955263988506269,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00196966,0.0001543629,0.0002127271,0.001040809,0.0002246102,0.0001946116,0.0003072657,0.00002202942,0.000256093],"category_scores_gemma":[0.00007673259,0.0001647822,0.00003151667,0.0006821765,0.00004299235,0.001124747,0.0003901316,0.0002444064,0.000006382421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001336241,"about_ca_system_score_gemma":0.0000546273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00771013,"about_ca_topic_score_gemma":0.002973295,"domain_scores_codex":[0.9985059,0.00004461577,0.000862168,0.0002244367,0.0001316695,0.0002311769],"domain_scores_gemma":[0.9989313,0.0000351476,0.0007314346,0.0001922729,0.00009113368,0.00001875111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000582645,0.0001662233,0.9109674,0.0001119955,0.0000893363,0.00005262188,0.0004554848,0.04750272,0.00005411636,0.02136372,0.0006132155,0.01856492],"study_design_scores_gemma":[0.000515524,0.00001070715,0.9669331,0.00001355579,0.00002120407,0.00000121495,0.003318219,0.0008055191,0.000007977886,0.008801522,0.01939877,0.0001727319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943619,0.00001866871,0.0002078326,0.00308821,0.0003026967,0.0003454651,0.000007031485,0.000009597498,0.001658547],"genre_scores_gemma":[0.9978851,0.00000872597,0.0004125442,0.001471446,0.0001294727,0.00001008809,0.00002723378,0.00002300167,0.00003240169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05596568,"threshold_uncertainty_score":0.9988976,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2803953414","doi":"10.3917/jie.pr1.0031","title":"A critical comparative analysis of the emerging and maturing regulatory frameworks: Crowdfunding in India, USA, UK","year":2018,"lang":"en","type":"article","venue":"Journal of Innovation Economics & Management","topic":"FinTech, Crowdfunding, Digital Finance","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Legislator; Legislation; Business; Framing (construction); Limiting; Order (exchange); Political science; Finance; Law; Engineering","authors":[{"name":"Divya Ashta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01915478354598832,"gpt":0.2712348109980826,"spread":0.2520800274520942,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001180717,0.0001446409,0.0003823241,0.002230352,0.0001316455,0.0002781858,0.0002944249,0.00007796188,0.00007282237],"category_scores_gemma":[0.0002068715,0.0001313852,0.00008456181,0.002836566,0.0001876794,0.001307365,0.000290419,0.000341672,0.000006273563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001457324,"about_ca_system_score_gemma":0.00001652452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001822315,"about_ca_topic_score_gemma":0.00006489885,"domain_scores_codex":[0.9983369,0.00001181562,0.001110502,0.0001866405,0.0001510592,0.0002030715],"domain_scores_gemma":[0.9980162,0.00007060666,0.00129654,0.0001944522,0.0004142066,0.000008009919],"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":[0.00006408244,0.00006839771,0.2299828,0.0001351127,0.0004863424,0.000004865499,0.0002612364,0.001455217,0.0001278195,0.7633127,0.0006045893,0.003496801],"study_design_scores_gemma":[0.0003725871,0.00001506248,0.9702097,0.0003259846,0.0002227158,0.000002356231,0.0008166014,0.007789536,0.0002519503,0.0171436,0.002674335,0.0001756407],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838268,0.00003655361,0.002557707,0.0005055449,0.0004618804,0.0001289838,0.000001569216,0.000005246026,0.01247575],"genre_scores_gemma":[0.9976867,0.00001257566,0.001195011,0.0007824374,0.0002401177,0.000003310948,0.000001764974,0.0000101275,0.00006797082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7461691,"threshold_uncertainty_score":0.5357733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2242899339","doi":"10.3917/jie.018.0003","title":"General presentation","year":2015,"lang":"en","type":"article","venue":"Journal of Innovation Economics & Management","topic":"Socioeconomic Development in MENA","field":"Social Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Presentation (obstetrics); Computer science; Medicine","authors":[{"name":"Christophe Lerch","is_ca":false},{"name":"Mai Thi Thanh Thai","is_ca":true},{"name":"Vesa Puhakka","is_ca":false},{"name":"Thierry Burger‐Helmchen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05786369237664101,"gpt":0.3336629317785968,"spread":0.2757992394019558,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002851927,0.00006386772,0.0001243224,0.0003636832,0.00009410841,0.0001109038,0.000238096,0.00003831463,0.00009594049],"category_scores_gemma":[0.000104081,0.00007119049,0.00002821468,0.0002846707,0.0000514574,0.0006141218,0.00003913257,0.0000747603,0.00004531088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007413494,"about_ca_system_score_gemma":0.0002538792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002743635,"about_ca_topic_score_gemma":0.0000164629,"domain_scores_codex":[0.9988319,0.00005834144,0.0007293872,0.00008500769,0.000151725,0.0001436233],"domain_scores_gemma":[0.9986242,0.00002395438,0.0007753196,0.00008281005,0.000430032,0.00006366937],"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":[0.00003836546,0.00006609764,0.009993766,0.000007331871,0.0001809498,0.00000565055,0.006343429,0.002909364,0.000007456715,0.8241938,0.0835759,0.07267789],"study_design_scores_gemma":[0.001360654,0.00003838392,0.01114831,0.00001246893,0.00002425382,0.000003560132,0.01429734,0.0002060951,0.00007915184,0.09151286,0.8811393,0.0001775585],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8244231,0.00002065686,0.003973976,0.005247622,0.002426126,0.0001905729,7.526931e-7,0.00001562092,0.1637015],"genre_scores_gemma":[0.9031429,0.0004950892,0.07322402,0.002785781,0.001888912,0.00001612057,0.0000144436,0.00002696556,0.01840572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7975635,"threshold_uncertainty_score":0.2903064,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4377246996","doi":"10.3917/jie.041.0001","title":"The Primacy of Innovation in the Development of Responsible and Sustainable Finance","year":2023,"lang":"en","type":"article","venue":"Journal of Innovation Economics & Management","topic":"Climate Change Policy and Economics","field":"Economics, Econometrics and Finance","cited_by":5,"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":"","keywords":"Political science; Humanities; Philosophy","authors":[{"name":"Donia Trabelsi","is_ca":false},{"name":"Marie Carpenter","is_ca":false},{"name":"Wadid Lamine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07536289635362776,"gpt":0.2815719171135592,"spread":0.2062090207599314,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007678078,0.00009380036,0.00028078,0.00132816,0.0001261043,0.00005881913,0.0003022375,0.00004036264,0.000007893451],"category_scores_gemma":[0.0002397043,0.00008154476,0.00002779984,0.001882545,0.00006026952,0.0002976899,0.0001307488,0.0001117003,0.000008318118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001643253,"about_ca_system_score_gemma":0.0000805801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001300932,"about_ca_topic_score_gemma":0.00002737861,"domain_scores_codex":[0.9970041,0.00001701289,0.00259432,0.0001254705,0.00003313526,0.0002259951],"domain_scores_gemma":[0.9969217,0.0001363305,0.00251817,0.0002088229,0.0002068958,0.000008051667],"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":[0.0000673769,0.00003969442,0.005107185,0.00009905402,0.00005158366,0.000001286565,0.002099165,0.0006819863,0.00001433222,0.9849449,0.0007465394,0.006146933],"study_design_scores_gemma":[0.001710107,0.0001161423,0.244348,0.00007899286,0.000010357,0.000007089309,0.01263026,0.001876398,0.0008209696,0.5124877,0.2256611,0.0002528248],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906623,0.0001413221,0.0004129799,0.003038837,0.0001611712,0.0002344418,0.000009964287,0.000002969039,0.005335959],"genre_scores_gemma":[0.9950401,0.001750533,0.0022617,0.0002359082,0.00004394536,0.00001856053,0.00001072036,0.00001225287,0.0006262966],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4724572,"threshold_uncertainty_score":0.3325299,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972505898","doi":"10.3917/jie.pr1.0047","title":"Multi-Level Issues in Intersectoral Governance of Public Action: Insights from the Field of Early Childhood in Montreal (Canada)","year":2019,"lang":"en","type":"article","venue":"Journal of Innovation Economics & Management","topic":"Social Sciences and Governance","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre de Santé et de Services Sociaux Cavendish; Université du Québec à Montréal; Institut National de Santé Publique du Québec; Université de Montréal","funders":"","keywords":"Status quo; Corporate governance; Accountability; Action (physics); Political science; Public administration; Public relations; Field (mathematics); Business","authors":[{"name":"Angèle Bilodeau","is_ca":true},{"name":"Isabelle Laurin","is_ca":true},{"name":"Carole Clavier","is_ca":true},{"name":"Fabien Rose","is_ca":true},{"name":"Louise Potvin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03726697708641609,"gpt":0.290871363561141,"spread":0.2536043864747249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005622381,0.0000553159,0.0001739929,0.00008046322,0.00003247696,0.00003266361,0.0003629107,0.00003629714,0.00006460853],"category_scores_gemma":[0.0001236021,0.00004640135,0.00002994084,0.0005645808,0.00004290439,0.0004659496,0.00004038469,0.000115443,8.486898e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002783,"about_ca_system_score_gemma":0.0002590783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5140767,"about_ca_topic_score_gemma":0.9166519,"domain_scores_codex":[0.9989157,0.00005170937,0.0006138429,0.00008804693,0.0002221738,0.0001085497],"domain_scores_gemma":[0.9985961,0.0001003483,0.001070748,0.00008979436,0.0001268411,0.00001612768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006731261,0.0002404233,0.7973666,0.0000129794,0.0000869544,0.000003861234,0.01576744,0.0006037958,0.00007115049,0.08135975,0.004065298,0.1003545],"study_design_scores_gemma":[0.0004600521,0.00003293269,0.9850655,0.00004552409,0.000002275555,4.426256e-8,0.007533902,0.00005804773,0.00004302043,0.001689721,0.005022299,0.00004669324],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897639,0.00008102869,0.00004674113,0.007631514,0.0005651279,0.0001346427,0.000006277947,8.98098e-7,0.001769824],"genre_scores_gemma":[0.9987164,0.0003408032,0.000298085,0.0003361012,0.00009067296,0.000001374999,5.215957e-7,0.000002478328,0.0002135693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4025752,"threshold_uncertainty_score":0.4891591,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2064257275","doi":"10.3917/jie.013.0151","title":"Managing innovation at the centre for Digital Media","year":2014,"lang":"en","type":"article","venue":"Journal of Innovation Economics & Management","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Graduation (instrument); Digital media; Government (linguistics); Joint (building); Computer science; Joint venture; Engineering management; Knowledge management; Business; Engineering; World Wide Web","authors":[{"name":"Richard L. Smith","is_ca":true},{"name":"Patrick Edgar Michael Pennefather","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01590017328133251,"gpt":0.2404500526877795,"spread":0.224549879406447,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001401576,0.00008350859,0.0001115274,0.0004462656,0.0001686381,0.0004785693,0.0005110861,0.00002090502,0.00002249252],"category_scores_gemma":[0.0001487323,0.00006827412,0.00003427586,0.0007502037,0.00001717524,0.0009781971,0.0001697243,0.00009825609,0.00003112078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001729851,"about_ca_system_score_gemma":0.00003070247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.188516e-7,"about_ca_topic_score_gemma":0.000001538397,"domain_scores_codex":[0.9988827,0.00001990545,0.0007205138,0.0001321555,0.0001051227,0.000139603],"domain_scores_gemma":[0.9982882,0.000101423,0.0009264846,0.0002018299,0.0004623778,0.00001970635],"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":[0.000008198326,0.00002191351,0.0003067496,0.000009491667,0.00003551069,2.125049e-7,0.0003185455,0.002310895,0.00001403396,0.7762753,0.01173609,0.2089631],"study_design_scores_gemma":[0.001005105,0.00005854818,0.007331186,0.00003648526,0.00001565002,0.00001416027,0.001777038,0.03128815,0.0002593966,0.07262556,0.8853891,0.0001996503],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2459544,0.00001183911,0.6273848,0.07414947,0.002943438,0.0004007939,0.000002209945,0.00003726619,0.04911575],"genre_scores_gemma":[0.9759926,0.00003380112,0.01731972,0.002600647,0.0003696141,0.000006131431,0.00002836166,0.00001335108,0.003635824],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.873653,"threshold_uncertainty_score":0.4614855,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2972972452","doi":"10.3917/jie.pr1.0048","title":"Configuring Spaces for Constructive Debates","year":2019,"lang":"en","type":"article","venue":"Journal of Innovation Economics & Management","topic":"Management and Organizational Studies","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":"Constructive; Boundary (topology); Space (punctuation); Work (physics); Process (computing); Sociology; Face (sociological concept); Balance (ability); Boundary-work; Computer science; Public relations; Political science; Psychology; Social science; Mathematics; Engineering","authors":[{"name":"Mariline Comeau‐Vallée","is_ca":true},{"name":"Ewan Oiry","is_ca":true},{"name":"Frédéric Gilbert","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01157774265640679,"gpt":0.2067341041786945,"spread":0.1951563615222877,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005449313,0.0001348779,0.0002354617,0.0007039464,0.000106038,0.0002701672,0.000209689,0.00002693624,0.0002710361],"category_scores_gemma":[0.00005261198,0.0001289704,0.00005784292,0.0004855444,0.0000268364,0.001058874,0.0001209846,0.00005820268,0.00008837696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006901767,"about_ca_system_score_gemma":0.00001195621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003995587,"about_ca_topic_score_gemma":0.000003529541,"domain_scores_codex":[0.9989057,0.000002502622,0.0006812002,0.0001466518,0.000107534,0.0001564657],"domain_scores_gemma":[0.9980308,0.00003648442,0.001136193,0.00009932915,0.0006921308,0.000005072209],"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":[0.00006929917,0.00003638327,0.02314346,0.0002306321,0.0003424173,0.000001247352,0.00002083388,0.001548906,0.00004982129,0.9612457,0.007376698,0.005934583],"study_design_scores_gemma":[0.003761447,0.00005606106,0.04577031,0.0001351108,0.0002294655,0.000004389467,0.003093615,0.003047464,0.0003642125,0.1593891,0.7836331,0.0005157907],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8980193,0.00008936341,0.0131087,0.002968838,0.002091581,0.0008827269,0.000003309308,0.00003809277,0.08279809],"genre_scores_gemma":[0.9917358,0.0000633128,0.004060363,0.001987208,0.0008214985,0.000009698225,0.00002054848,0.00002493266,0.001276691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8018566,"threshold_uncertainty_score":0.525926,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7140592356","doi":"10.3917/e.jie.pr1.0117","title":"Factors Influencing Profitability in Eco-design: Lessons from European and Canadian Firms","year":2022,"lang":"","type":"article","venue":"Journal of Innovation Economics & Management","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","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":"Profitability index; Productivity; Government (linguistics); Work (physics); Agency (philosophy)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0296570103360272,"gpt":0.2277463105006175,"spread":0.1980893001645903,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004936737,0.0004247667,0.0005649111,0.00243159,0.000601783,0.0006231808,0.000717882,0.0000677292,0.0009804448],"category_scores_gemma":[0.000188505,0.0004916958,0.00008880654,0.001640851,0.0001342457,0.002426276,0.001149504,0.0007037655,0.00001530811],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004333828,"about_ca_system_score_gemma":0.0002164055,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0147227,"about_ca_topic_score_gemma":0.005126459,"domain_scores_codex":[0.9959674,0.0001818269,0.002421156,0.000555935,0.0003013367,0.0005722848],"domain_scores_gemma":[0.9967976,0.00009537175,0.002352887,0.0004365039,0.0002583016,0.00005930082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001803038,0.0005155631,0.8608626,0.0004820148,0.0003538468,0.0001540103,0.001374691,0.08703698,0.00004310663,0.01401971,0.0008661319,0.0341111],"study_design_scores_gemma":[0.001254226,0.00003897964,0.9453977,0.00007380763,0.0001065706,0.000002959933,0.01068721,0.002017598,0.000009566344,0.008073922,0.03187334,0.0004641485],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989113,0.0001524904,0.0002733137,0.00672184,0.001031919,0.0009487462,0.0000332058,0.00001082584,0.001714695],"genre_scores_gemma":[0.9970115,0.00009429895,0.0004780731,0.00189128,0.0002835383,0.00001840828,0.00005939975,0.00006326476,0.0001002529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08501938,"threshold_uncertainty_score":0.9999328,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7140501166","doi":"10.3917/e.jie.pr1.0123","title":"Making the Tools to Do-It-Together: Open-source Compression Screw Manufacturing Case Study","year":2023,"lang":"","type":"article","venue":"Journal of Innovation Economics & Management","topic":"Manufacturing Process and Optimization","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"","keywords":"Compression (physics); Manufacturing process; Work (physics); Product (mathematics)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.06579451511590663,"gpt":0.311143510111385,"spread":0.2453489949954784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.003552279,0.0004231385,0.0005524302,0.001361121,0.0005896731,0.002286114,0.00123636,0.00009989132,0.0001953639],"category_scores_gemma":[0.00005598145,0.0003678615,0.00009536929,0.001173634,0.00002341856,0.001226955,0.001201323,0.0005297842,0.00006810058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004479431,"about_ca_system_score_gemma":0.00004597218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002705313,"about_ca_topic_score_gemma":0.00001967837,"domain_scores_codex":[0.9962796,0.0001040675,0.002436001,0.0004048711,0.0003033346,0.0004721534],"domain_scores_gemma":[0.9974096,0.0001389645,0.001441215,0.0006164392,0.000303036,0.00009069253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008094921,0.0001121366,0.0001796308,0.0001902742,0.0004720504,0.000368443,0.003168033,0.8055059,0.00000438911,0.0007108683,0.004947943,0.1842593],"study_design_scores_gemma":[0.009083974,0.001100403,0.01970606,0.003061713,0.0009276485,0.00155841,0.1229501,0.2790584,0.002492797,0.001659862,0.5558022,0.002598434],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9289775,0.00007341525,0.06123344,0.00227111,0.001805913,0.001971777,0.000008709839,0.00006745922,0.003590632],"genre_scores_gemma":[0.9938489,0.000417248,0.003445521,0.0008753963,0.0003821662,0.00004858054,0.000007513894,0.0001049434,0.0008697759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5508542,"threshold_uncertainty_score":0.9998773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7141037392","doi":"10.3917/e.jie.pr1.0047","title":"Multi-level issues in intersectoral governance of public action: Insights from the field of early childhood in Montreal (Canada)","year":2019,"lang":"","type":"article","venue":"Journal of Innovation Economics & Management","topic":"Children's Rights and Participation","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research","keywords":"Corporate governance; Field (mathematics); Early childhood; Government (linguistics); Public policy","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.04296729175226748,"gpt":0.2911711712224465,"spread":0.248203879470179,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008359441,0.0001418895,0.0003989412,0.0002740653,0.0000549545,0.00007619892,0.0004352743,0.00008678738,0.0002523239],"category_scores_gemma":[0.00009995228,0.0001158014,0.00006658654,0.0008091915,0.00006128664,0.0008119764,0.00007368634,0.0002721544,0.000002485335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004443185,"about_ca_system_score_gemma":0.0003712739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2536317,"about_ca_topic_score_gemma":0.8203042,"domain_scores_codex":[0.9974258,0.0001489628,0.001763826,0.0001755022,0.0003006955,0.0001851961],"domain_scores_gemma":[0.9967623,0.0001866223,0.002528633,0.0002044116,0.0002864093,0.00003159377],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004470894,0.001393495,0.6939927,0.00008191419,0.0006993416,0.000009244614,0.03742275,0.005083543,0.0001293505,0.1039002,0.002403384,0.154437],"study_design_scores_gemma":[0.001472697,0.0001283564,0.9886032,0.0001942177,0.00001899148,1.73674e-7,0.00373582,0.000649353,0.0001772055,0.002198447,0.002707558,0.0001139267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910523,0.0001461026,0.0001003082,0.00618803,0.001147825,0.0003646158,0.00002145138,0.000001065125,0.0009783608],"genre_scores_gemma":[0.9983016,0.0007492967,0.0002511278,0.0003297977,0.0001836986,0.000002685276,0.000004976403,0.000007485487,0.0001693477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5666724,"threshold_uncertainty_score":0.7513384,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7141648105","doi":"10.3917/e.jie.030.0245","title":"Innovation studies and knowledge generation","year":2019,"lang":"","type":"article","venue":"Journal of Innovation Economics & Management","topic":"Innovation, Technology, and Society","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":"Creativity; Happening; Field (mathematics); Innovation management; Variety (cybernetics); Quarter (Canadian coin); Open innovation; Knowledge production","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05047571801233452,"gpt":0.3265750701084782,"spread":0.2760993520961437,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00647136,0.0002808726,0.0005659712,0.001809587,0.0005094231,0.0002460694,0.0003472154,0.0002967036,0.0000904837],"category_scores_gemma":[0.000240445,0.0003003178,0.0000729748,0.004317509,0.0003352291,0.001362365,0.0001962645,0.0004111943,0.00004094467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009854463,"about_ca_system_score_gemma":0.0003355985,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008108127,"about_ca_topic_score_gemma":0.00003291422,"domain_scores_codex":[0.9961892,0.0001231918,0.002736724,0.0003597793,0.0002445626,0.0003465799],"domain_scores_gemma":[0.9922104,0.00007312113,0.003300783,0.0002673802,0.004117264,0.00003104895],"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":[0.00002301659,0.0001081926,0.002021782,0.0001902207,0.000705316,0.000001170688,0.008989017,0.0002168106,0.0003995074,0.916509,0.009765542,0.06107041],"study_design_scores_gemma":[0.006616504,0.001005398,0.02098264,0.0006522382,0.0004986867,0.00002989064,0.175232,0.004905737,0.001676384,0.1778158,0.6090043,0.001580412],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.972064,0.001248711,0.001620382,0.00634711,0.005376133,0.0006511219,0.000003480934,0.00002435375,0.01266468],"genre_scores_gemma":[0.976791,0.01264879,0.00349792,0.001186998,0.001188934,0.00000988685,0.00001506816,0.00002624878,0.004635181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7386932,"threshold_uncertainty_score":0.9999449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7140868359","doi":"10.3917/e.jie.017.0099","title":"The intangible economy: FabLabs “individualised production of objects”. A stage in liberating the function of innovation","year":2015,"lang":"","type":"article","venue":"Journal of Innovation Economics & Management","topic":"Crafts, Textile, and Design","field":"Arts and Humanities","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, Science and Economic Development Canada","funders":"","keywords":"Sketch; Production (economics); Function (biology); Frame (networking); Intangible good; Politics; Knowledge production","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.05759312299311171,"gpt":0.2500260368685435,"spread":0.1924329138754318,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008399229,0.0002649341,0.000492679,0.001538256,0.0003481873,0.0004868312,0.0003931526,0.00008467631,0.0001057015],"category_scores_gemma":[0.0003083011,0.0001988724,0.00009266018,0.001227822,0.0002667229,0.001371199,0.0001193579,0.000382379,0.000006162531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004809703,"about_ca_system_score_gemma":0.0004470374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005287534,"about_ca_topic_score_gemma":0.0002432676,"domain_scores_codex":[0.9947965,0.000180531,0.004237265,0.0002488952,0.0002599243,0.0002768771],"domain_scores_gemma":[0.9903722,0.0001514091,0.006381472,0.0004215458,0.002644031,0.00002927582],"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":[0.0007443646,0.0003198333,0.0006609677,0.000254688,0.0006035112,0.000001754143,0.01646528,0.01606357,0.0001527237,0.9129434,0.008781144,0.04300873],"study_design_scores_gemma":[0.007218417,0.002296735,0.007208386,0.0008025522,0.0005242059,0.00001777449,0.2167291,0.007279831,0.004055479,0.139563,0.6134407,0.0008639105],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9637864,0.0004036188,0.001625384,0.003123321,0.004152546,0.001176065,0.00001774739,0.00001046946,0.02570441],"genre_scores_gemma":[0.9935734,0.0003441044,0.0003170382,0.0003592577,0.000866058,0.00002432195,0.00002295232,0.00003154249,0.004461289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7733805,"threshold_uncertainty_score":0.8109782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7141304357","doi":"10.3917/e.jie.pr1.0063","title":"Coworking spaces: New places for business initiatives?","year":2020,"lang":"","type":"article","venue":"Journal of Innovation Economics & Management","topic":"Facilities and Workplace Management","field":"Psychology","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":"Population; Work (physics); Sharing economy; Business model; Entrepreneurship; Small business","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0609165580766325,"gpt":0.294289675524247,"spread":0.2333731174476145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001549472,0.0004689642,0.000841385,0.000878249,0.0002079332,0.000525591,0.0007087583,0.0001669042,0.001066095],"category_scores_gemma":[0.0001760424,0.0005183293,0.0002129869,0.00169007,0.00009003422,0.0006530029,0.0002754744,0.0003796173,0.0000999309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003679419,"about_ca_system_score_gemma":0.0002266653,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001044785,"about_ca_topic_score_gemma":0.000005969519,"domain_scores_codex":[0.9955844,0.00009242941,0.003007429,0.0005264493,0.0002205686,0.0005687585],"domain_scores_gemma":[0.9946041,0.0002018387,0.003901905,0.0003394674,0.0007615467,0.0001911548],"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":[0.002918498,0.0003288857,0.0008278114,0.001113902,0.003779714,0.00004789511,0.00580756,0.02558513,0.000008540894,0.5208711,0.2873705,0.1513405],"study_design_scores_gemma":[0.006557234,0.000649591,0.003978948,0.0003375084,0.0003813086,0.000008815774,0.01818574,0.001459961,0.00002252625,0.005040644,0.962847,0.0005307247],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1607479,0.003136245,0.4258693,0.2709568,0.01830918,0.004917543,0.0001808842,0.00008783476,0.1157942],"genre_scores_gemma":[0.8985006,0.006909146,0.03435204,0.03283774,0.00763872,0.00007860838,0.0001240218,0.0002256357,0.01933344],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7377527,"threshold_uncertainty_score":0.9998471,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7141561574","doi":"10.3917/e.jie.024.0063","title":"The Role of Social Actors in Advancing a Green Transition: The case of Québec’s Cleantech Cluster","year":2017,"lang":"","type":"article","venue":"Journal of Innovation Economics & Management","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","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":"Cluster (spacecraft); Sustainability; Field (mathematics); Government (linguistics); Context (archaeology)","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.007337151799361129,"gpt":0.2247785184975902,"spread":0.2174413666982291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003823954,0.0002546613,0.0004719064,0.0005401355,0.0009018546,0.0003799704,0.0009782464,0.00009678447,0.00008276615],"category_scores_gemma":[0.0001729378,0.0001973814,0.0001818905,0.000473974,0.000522735,0.002212856,0.0005357612,0.0003544468,0.000003749234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006350057,"about_ca_system_score_gemma":0.00009786581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003518631,"about_ca_topic_score_gemma":0.005634705,"domain_scores_codex":[0.9967467,0.00004855146,0.002468428,0.0002101984,0.0002040207,0.0003221709],"domain_scores_gemma":[0.992596,0.0001077917,0.006137723,0.0005691457,0.0005790623,0.00001026922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.002211928,0.001350924,0.06561056,0.00283472,0.001359637,0.0002707442,0.005089369,0.01393808,0.0002949144,0.1462048,0.001039716,0.7597946],"study_design_scores_gemma":[0.009131899,0.0001879308,0.5977709,0.0008815707,0.001110767,0.000206612,0.1244449,0.02492259,0.0006415829,0.05957498,0.1799758,0.001150344],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700174,0.000142804,0.0003315944,0.02674262,0.0004916698,0.0006426554,0.00000486594,0.000002858071,0.001623552],"genre_scores_gemma":[0.9985543,0.0001964516,0.0001063668,0.0004986596,0.0004913393,0.000009579186,0.00000238713,0.00002903779,0.0001118434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7586443,"threshold_uncertainty_score":0.8048981,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7140484452","doi":"10.3917/e.jie.pr1.0056","title":"Between museum and health care: An example of the successful creation, implementation, and diffusion of organizational innovations","year":2019,"lang":"","type":"article","venue":"Journal of Innovation Economics & Management","topic":"Art Therapy and Mental Health","field":"Arts and Humanities","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":"Dissemination; Transformational leadership; Point (geometry); Organizational structure; Coherence (philosophical gambling strategy); Diffusion of innovations","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.03445245667865942,"gpt":0.297419732178916,"spread":0.2629672755002566,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001151055,0.0001725291,0.0004132601,0.0005734614,0.0004291434,0.00009131008,0.0001934555,0.00004599532,0.0003953312],"category_scores_gemma":[0.000005066256,0.0001496633,0.00003554835,0.0004133219,0.0001692938,0.0007064892,0.0001387611,0.0001351743,7.867048e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002290286,"about_ca_system_score_gemma":0.0003108913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005009091,"about_ca_topic_score_gemma":0.0003955712,"domain_scores_codex":[0.9970658,0.00008679803,0.00227726,0.0001995261,0.0002052616,0.0001653211],"domain_scores_gemma":[0.9950559,0.00004450914,0.003482646,0.0002289065,0.001136562,0.00005150189],"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":[0.00004997746,0.000175533,0.1768782,0.0005975782,0.0002375149,7.502744e-8,0.02782812,0.00005526584,0.00006842407,0.766657,0.0003158143,0.02713646],"study_design_scores_gemma":[0.005069613,0.001888004,0.7921519,0.000405947,0.0001846713,0.000007777371,0.1141119,0.0001043312,0.0008416524,0.01367324,0.07119835,0.0003626043],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994181,0.0002211906,0.0003932751,0.003285458,0.0004822024,0.0007617583,0.0001028408,0.000003152453,0.0005691493],"genre_scores_gemma":[0.9969906,0.001248834,0.0005273436,0.0006982122,0.0002130921,0.000002982666,0.0001373556,0.00002153327,0.0001601041],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7529837,"threshold_uncertainty_score":0.6103093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}