{"meta":{"query_hash":"07ce411f68b1","filters":{"topic":"Business Strategy and Innovation"},"cohort_total":1206,"direct_labels_cover":2,"predictions_cover":1206,"exported":1206,"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/07ce411f68b1","api":"https://metacan.xera.ac/api/v1/cohort?topic=Business+Strategy+and+Innovation"},"results":[{"id":"W1012064973","doi":"","title":"Organizing Marketing in Matrix Structured Companies, a Case Study of Alfa Laval","year":2015,"lang":"en","type":"article","venue":"Lund University Publications Student Papers (Lund University)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Matrix (chemical analysis); Marketing; Business; Materials science; Composite material","score_opus":0.02567407279823491,"score_gpt":0.23005877993435483,"score_spread":0.20438470713611992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1012064973","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57113284,0.0000083701025,0.00005051892,0.00030925352,0.000106239786,0.0003374169,0.00000467964,0.000091668204,0.427959],"genre_scores_gemma":[0.95863515,0.000007842908,0.00017845721,0.00005231466,0.00008908295,3.9726368e-7,0.00006309554,0.000018556577,0.040955074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985923,0.00008779047,0.0002675112,0.00041469443,0.0003500902,0.0002875843],"domain_scores_gemma":[0.9984365,0.000061036095,0.00036063802,0.0003594988,0.000740211,0.000042103526],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004471047,0.00021386631,0.0002796514,0.0016793574,0.0004712571,0.0001785224,0.0005867629,0.00010946496,0.00009423593],"category_scores_gemma":[0.00008197611,0.00026240278,0.00005280302,0.0048892903,0.00009792563,0.0021606502,0.00047008382,0.0002303571,0.000009616175],"study_design_candidate":"theoretical_or_conceptual","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":[0.00023467053,0.0012741889,0.19119228,0.00007948466,0.00017034412,0.0006948178,0.0020880192,0.0011822302,0.00023328862,0.80177176,0.0007571849,0.00032175597],"study_design_scores_gemma":[0.0035176033,0.0000380128,0.05310102,0.000026074818,0.00018973352,0.00003144161,0.22209854,0.00046606598,0.0000019194633,0.000036819853,0.72015584,0.0003369486],"about_ca_topic_score_codex":0.0053119143,"about_ca_topic_score_gemma":0.010312467,"teacher_disagreement_score":0.8017349,"about_ca_system_score_codex":0.0003339403,"about_ca_system_score_gemma":0.00015119347,"threshold_uncertainty_score":0.99998283},"labels":[],"label_agreement":null},{"id":"W108056297","doi":"10.29173/cais202","title":"Dimensions organisationnelles des dépôts institutionnels : une approche sociotechnique","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Political science; Humanities; Sociology; Philosophy","score_opus":0.02814357313279359,"score_gpt":0.22847837878976587,"score_spread":0.2003348056569723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W108056297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95618093,0.0005638049,0.0006864801,0.022761466,0.00046711633,0.0008233536,0.00003255622,0.000105705396,0.018378595],"genre_scores_gemma":[0.99520236,0.00026418894,0.0016861601,0.0006180839,0.00040059414,0.000072489755,0.00001800625,0.00004063,0.0016974843],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978169,0.000014669942,0.0008085302,0.00039455283,0.00043810607,0.00052724156],"domain_scores_gemma":[0.9170317,0.00007391634,0.0013141053,0.00020370698,0.08133348,0.000043086435],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0006122711,0.0004186606,0.0005102739,0.00029609527,0.00058730185,0.004164187,0.001175084,0.00044093828,0.0003035081],"category_scores_gemma":[0.010230406,0.00035087956,0.00017065764,0.0018394778,0.0015488197,0.0356343,0.00066216936,0.00045405023,0.00005772676],"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":[0.000086139014,0.00066966977,0.09023918,0.0041916287,0.00023056155,0.000001180409,0.017888613,0.00005815434,0.10901928,0.7376782,0.027038204,0.012899222],"study_design_scores_gemma":[0.001618863,0.0001839696,0.34347895,0.0043816096,0.0006293428,0.00004774813,0.020936878,0.0033659288,0.069189094,0.3771044,0.17757232,0.0014908897],"about_ca_topic_score_codex":0.0030381277,"about_ca_topic_score_gemma":0.000035781566,"teacher_disagreement_score":0.36057377,"about_ca_system_score_codex":0.00009310126,"about_ca_system_score_gemma":0.00030180207,"threshold_uncertainty_score":0.9998943},"labels":[],"label_agreement":null},{"id":"W111971839","doi":"10.7202/028449ar","title":"Mesure des coûts d’une convention collective : quelques aspects – divers avantages","year":2005,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.030979143929168264,"score_gpt":0.24498494612069666,"score_spread":0.2140058021915284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W111971839","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3328257,0.01913242,0.0033181007,0.07250091,0.0031460393,0.001291224,0.00007254666,0.00049449597,0.56721854],"genre_scores_gemma":[0.9265326,0.00046824015,0.000354738,0.00043152022,0.0016422323,0.000025209747,0.00024081553,0.000041851334,0.070262775],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981719,0.000066327615,0.0005644968,0.0004197061,0.00032022913,0.00045730037],"domain_scores_gemma":[0.9981405,0.0001327136,0.00048173385,0.00023729687,0.0009787478,0.000028977336],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00045252717,0.000355832,0.0002941672,0.0005180006,0.0013575552,0.0005028245,0.0001927499,0.0006677401,0.0032551622],"category_scores_gemma":[0.0003605991,0.0003989238,0.00011791702,0.002941152,0.00049137254,0.004575436,0.00010116352,0.00065258006,0.0014076453],"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":[0.000103232436,0.00068856456,0.10727373,0.00014442159,0.00040373037,0.000029796205,0.0011615945,0.0050857286,0.00021040191,0.6020238,0.19678913,0.08608591],"study_design_scores_gemma":[0.0015472372,0.000047984046,0.12764613,0.0009216766,0.00050457445,0.000014745039,0.0032054044,0.005824331,0.0006914508,0.026859352,0.8319563,0.00078081957],"about_ca_topic_score_codex":0.0012255292,"about_ca_topic_score_gemma":0.000628337,"teacher_disagreement_score":0.6351672,"about_ca_system_score_codex":0.00039754473,"about_ca_system_score_gemma":0.0003273184,"threshold_uncertainty_score":0.99994254},"labels":[],"label_agreement":null},{"id":"W1124273285","doi":"10.71781/16549","title":"Le rôle épistémique de certaines simulations informatiques fondamentales en théorie de l'évolution","year":2008,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Physics; Philosophy","score_opus":0.02187816097707595,"score_gpt":0.28342457716040037,"score_spread":0.2615464161833244,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1124273285","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8488757,0.0002931071,0.002066847,0.0019521572,0.00065843697,0.0010933724,0.00007031017,0.000020416679,0.14496966],"genre_scores_gemma":[0.9785593,0.00014058196,0.0039060037,0.00025410907,0.00077744847,0.00007708225,0.008600245,0.000056990273,0.0076282136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979908,0.0000618361,0.00081297057,0.00038603853,0.00024022309,0.00050816836],"domain_scores_gemma":[0.998058,0.00010455466,0.00081375125,0.0002757828,0.00071834587,0.000029571871],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005052198,0.00044968876,0.00040485675,0.00039567362,0.0010542625,0.0012236476,0.0006173134,0.0005950588,0.0015110639],"category_scores_gemma":[0.00029481415,0.00051703415,0.000110919806,0.0008709006,0.000119420954,0.0066899876,0.00016705137,0.00040705895,0.000453319],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012365123,0.0023870955,0.28013337,0.0045240074,0.0008150247,0.000108440334,0.013154529,0.044442095,0.024893282,0.43993056,0.012796174,0.1755789],"study_design_scores_gemma":[0.0029924444,0.000110443216,0.19564645,0.0030777322,0.0006730007,0.00006457755,0.020219348,0.119336784,0.020279732,0.02464291,0.6097948,0.0031617742],"about_ca_topic_score_codex":0.008808571,"about_ca_topic_score_gemma":0.0069718156,"teacher_disagreement_score":0.59699863,"about_ca_system_score_codex":0.00027538338,"about_ca_system_score_gemma":0.0013212485,"threshold_uncertainty_score":0.9998132},"labels":[],"label_agreement":null},{"id":"W1148048296","doi":"10.71781/9544","title":"L'utopie numérique : discours et réalités sur la numérisation des salles de cinéma illustrés par le cas de l'entreprise DigiScreen","year":2011,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Art","score_opus":0.01109977868611946,"score_gpt":0.19056785762787767,"score_spread":0.1794680789417582,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1148048296","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88563454,0.005373269,0.004060081,0.0031723261,0.00076006,0.00051275553,0.00004173529,0.0002268777,0.10021834],"genre_scores_gemma":[0.9721703,0.0012317413,0.0007046609,0.00026826767,0.00050997466,0.000049910857,0.0013935044,0.00008101326,0.023590636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9971396,0.00017093035,0.0006627882,0.00077096326,0.0005166015,0.0007391681],"domain_scores_gemma":[0.9974378,0.00014593455,0.00092449726,0.00043972273,0.00092945114,0.00012260904],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00056713406,0.00069351774,0.0005177908,0.0004954664,0.0052325507,0.00044232426,0.0005335503,0.0008548995,0.00012712296],"category_scores_gemma":[0.00022312891,0.0008189374,0.00034019374,0.0007166206,0.00047485714,0.0035763308,0.00021761429,0.00067506335,0.000073508905],"study_design_candidate":"observational","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":[0.0014458162,0.0009460144,0.38810164,0.001465892,0.00067420147,0.0021550101,0.035028644,0.007891923,0.0073887715,0.5458041,0.002015269,0.0070827384],"study_design_scores_gemma":[0.0022276258,0.00004979368,0.8344203,0.0014429571,0.0005190696,0.00042475117,0.06799505,0.0050227395,0.0042366358,0.015676854,0.06645996,0.0015242553],"about_ca_topic_score_codex":0.32530645,"about_ca_topic_score_gemma":0.07292286,"teacher_disagreement_score":0.5301272,"about_ca_system_score_codex":0.0025238,"about_ca_system_score_gemma":0.0025018551,"threshold_uncertainty_score":0.9994261},"labels":[],"label_agreement":null},{"id":"W1178557315","doi":"10.71781/19280","title":"Une nouvelle perspective sur la personnalité comme variable prévisionnelle du rendement individuel au travail : l'approche holistique comparée à l'approche traditionnelle centrée sur les variables","year":2007,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Philosophy; Psychology","score_opus":0.05874082230606719,"score_gpt":0.28259877210904893,"score_spread":0.22385794980298174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1178557315","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3423724,0.0021779505,0.016908685,0.007158684,0.0031221267,0.0049801357,0.000517213,0.00007591327,0.6226869],"genre_scores_gemma":[0.9291279,0.00025022164,0.012430545,0.00052107853,0.002597343,0.00028755236,0.015475077,0.00028799722,0.039022338],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.993914,0.00025477694,0.0017273506,0.0017986412,0.0010261809,0.0012790188],"domain_scores_gemma":[0.9933375,0.0005520165,0.0019065673,0.0007125534,0.0033668585,0.0001245198],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.00357952,0.0013665841,0.001409328,0.00070187816,0.0022946864,0.00254039,0.0017142791,0.0013895674,0.010415518],"category_scores_gemma":[0.00070920057,0.0014418291,0.00029718145,0.0031695461,0.00042862882,0.003790468,0.00041078357,0.0014591805,0.0004964839],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0055386657,0.02182781,0.020805102,0.010184046,0.0042414647,0.000380419,0.16473068,0.008296095,0.0073272223,0.52028894,0.16952021,0.06685938],"study_design_scores_gemma":[0.008134626,0.00019768169,0.04975482,0.0046289116,0.0020165234,0.000058284524,0.289069,0.018161558,0.0015354693,0.006837042,0.61567855,0.003927538],"about_ca_topic_score_codex":0.06874799,"about_ca_topic_score_gemma":0.01252358,"teacher_disagreement_score":0.58675545,"about_ca_system_score_codex":0.000562294,"about_ca_system_score_gemma":0.001400655,"threshold_uncertainty_score":0.9999085},"labels":[],"label_agreement":null},{"id":"W1180567908","doi":"10.1007/978-3-8349-8255-1_25","title":"Hybrid Value Creation as Innovation Strategy","year":2009,"lang":"en","type":"book-chapter","venue":"Gabler eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"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":"General partnership; Bottling line; Clothing; Business; Value (mathematics); Marketing; Management; Engineering; Political science; Economics; Computer science; Mechanical engineering; Finance","score_opus":0.030668445597327197,"score_gpt":0.23617682486603558,"score_spread":0.20550837926870838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1180567908","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015083827,0.00005333789,0.00032626584,0.00027517584,0.0004859418,0.00048666823,0.0000058776673,0.00031842224,0.99653995],"genre_scores_gemma":[0.11051365,0.000010912962,0.00011518,0.0047671017,0.0033873415,0.000024460684,0.0013996062,0.00012644485,0.8796553],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99794346,0.000004065964,0.00073464063,0.00053217274,0.0004574517,0.00032819042],"domain_scores_gemma":[0.99777275,0.000013022513,0.00081735227,0.000409086,0.0009800639,0.000007698505],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003244402,0.000515188,0.0003916873,0.00095627067,0.0002678027,0.0005595955,0.0002486886,0.00039096733,0.0012728855],"category_scores_gemma":[0.0000329738,0.0005359698,0.00009101616,0.0001547453,0.000082741484,0.00090464344,0.00006701104,0.00046258705,0.0015632373],"study_design_candidate":"theoretical_or_conceptual","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":[0.00004081471,0.000013522739,0.000004754012,0.00011158143,0.000035442594,0.000018586428,0.0000040102486,0.00007511811,0.00023618812,0.887148,0.00657195,0.10574003],"study_design_scores_gemma":[0.00027489537,0.000018561,0.00016556018,0.0001746833,0.00007799471,0.000006637687,0.000004373536,0.00021392536,0.0001327623,0.49774042,0.5007589,0.0004313222],"about_ca_topic_score_codex":0.00016950314,"about_ca_topic_score_gemma":0.000010481311,"teacher_disagreement_score":0.4941869,"about_ca_system_score_codex":0.00007951606,"about_ca_system_score_gemma":0.00014088566,"threshold_uncertainty_score":0.9997092},"labels":[],"label_agreement":null},{"id":"W120422089","doi":"10.4018/978-1-59140-553-5.ch328","title":"Management Considerations for B2B Online Exchanges","year":2005,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"McMaster University","funders":"","keywords":"Commercialization; Electronic data interchange; The Internet; Business; Online transaction processing; Database transaction; Transaction cost; Transaction processing; Information system; Knowledge management; World Wide Web; Computer science; Marketing; Engineering; Database","score_opus":0.047245104792844723,"score_gpt":0.2574121621630231,"score_spread":0.21016705737017838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W120422089","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000061013394,0.00016398654,0.00058065343,0.0018461565,0.00077491795,0.0009345748,0.00017402941,0.0002524054,0.99521226],"genre_scores_gemma":[0.26380953,0.000051863215,0.012691784,0.03395443,0.023557166,0.00042675747,0.0012051056,0.00035225,0.6639511],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99852425,0.0000016738086,0.00045777461,0.00045462564,0.00025299797,0.0003086913],"domain_scores_gemma":[0.9988185,0.000021583986,0.00037966773,0.00033209397,0.0004348835,0.000013253354],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000110671266,0.0004243392,0.00035007298,0.00020560472,0.00026870018,0.00034372503,0.00017548792,0.00030922113,0.00038791713],"category_scores_gemma":[0.000018873172,0.00043664972,0.00015221357,0.00004435514,0.000070728485,0.00031009107,0.00013449146,0.00015265493,0.0002867379],"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":[0.000026673026,0.000024374565,0.000004853517,0.00026630238,0.000102238235,0.000018185427,0.0000026411742,0.000016243685,0.0000030015278,0.95558184,0.028756337,0.015197304],"study_design_scores_gemma":[0.00040559817,0.000007628119,0.0000875932,0.00014223301,0.00017074484,0.0000039494516,0.000011863267,0.00010765943,0.0000019465583,0.5219858,0.47673318,0.00034177522],"about_ca_topic_score_codex":0.00004308643,"about_ca_topic_score_gemma":0.0004826246,"teacher_disagreement_score":0.44797686,"about_ca_system_score_codex":0.00009743852,"about_ca_system_score_gemma":0.00004145429,"threshold_uncertainty_score":0.99980855},"labels":[],"label_agreement":null},{"id":"W1204346656","doi":"10.71781/21102","title":"Interactions sociales et réseaux sociaux en économique : modélisation et estimation","year":2013,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Institute of Child Health and Human Development; Social Sciences and Humanities Research Council of Canada; University of North Carolina at Chapel Hill","keywords":"Humanities; Sociology; Political science; Philosophy","score_opus":0.1228701281793266,"score_gpt":0.35958716785010847,"score_spread":0.23671703967078186,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1204346656","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7573342,0.00017198236,0.010750532,0.025292702,0.0046120817,0.002854143,0.000062906154,0.00003002902,0.19889148],"genre_scores_gemma":[0.9554098,0.00006271669,0.007733884,0.0010152372,0.0009385042,0.00029884756,0.016701845,0.00009084874,0.017748319],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99778515,0.00019211965,0.00087043375,0.0006267129,0.00019062264,0.00033493462],"domain_scores_gemma":[0.99695325,0.00025238816,0.001392511,0.00026686356,0.0011143986,0.000020615536],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013802655,0.00050208066,0.00048571848,0.00043170745,0.00076253834,0.003891066,0.00053857046,0.00056449,0.01213196],"category_scores_gemma":[0.00056103116,0.00057580776,0.00013759693,0.00065488036,0.00008665622,0.013226461,0.00018674298,0.00078668323,0.0061039273],"study_design_candidate":"theoretical_or_conceptual","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":[0.00022226169,0.0008005406,0.0021112573,0.0009882601,0.00041176146,0.000007252035,0.0060849315,0.020394173,0.0028365636,0.5483847,0.011812159,0.4059461],"study_design_scores_gemma":[0.0025561748,0.00006299843,0.11741717,0.003104718,0.0010709562,0.0000075998864,0.02008912,0.54732454,0.001680512,0.08915317,0.21453449,0.00299856],"about_ca_topic_score_codex":0.0058682472,"about_ca_topic_score_gemma":0.009537637,"teacher_disagreement_score":0.52693033,"about_ca_system_score_codex":0.00034400853,"about_ca_system_score_gemma":0.0007856661,"threshold_uncertainty_score":0.9996693},"labels":[],"label_agreement":null},{"id":"W122778230","doi":"","title":"Un cadre formel de décision pour la planification multi-niveau des systèmes de production réticulaires","year":2001,"lang":"fr","type":"dissertation","venue":"Journal Européen des Systèmes Automatisés","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.023826378270089058,"score_gpt":0.26034133209355603,"score_spread":0.236514953823467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W122778230","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9333162,0.0062712375,0.0469693,0.0016514729,0.002824783,0.0010481884,0.000018603458,0.0005489561,0.0073513086],"genre_scores_gemma":[0.9596221,0.0031076462,0.017357059,0.00015300006,0.003260214,0.000074340314,0.0006182456,0.00028346188,0.015523918],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99490756,0.00047201608,0.001843763,0.0007711189,0.0008543176,0.0011512409],"domain_scores_gemma":[0.99356127,0.00017785924,0.0028827416,0.0004390648,0.002821674,0.00011737475],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002477017,0.0009796004,0.0008697023,0.001254925,0.0025821424,0.002486169,0.00068289717,0.00086708536,0.00040579416],"category_scores_gemma":[0.0019551702,0.00094510487,0.00036729936,0.0019084198,0.0003054822,0.004745092,0.00009392652,0.0012251238,0.00044282246],"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":[0.00064515165,0.001760541,0.07553019,0.01757191,0.0009912929,0.0010188518,0.0050899885,0.019145465,0.03357564,0.031283963,0.009708634,0.8036784],"study_design_scores_gemma":[0.001216233,0.0000591378,0.90114164,0.008355486,0.00081098685,0.002302116,0.0032481833,0.05669071,0.0019226376,0.018799178,0.004386405,0.001067277],"about_ca_topic_score_codex":0.0016983742,"about_ca_topic_score_gemma":0.0005086196,"teacher_disagreement_score":0.8256115,"about_ca_system_score_codex":0.001336281,"about_ca_system_score_gemma":0.0007355805,"threshold_uncertainty_score":0.99929994},"labels":[],"label_agreement":null},{"id":"W1241497993","doi":"","title":"Les idées dans un environnement scientifique","year":2010,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","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":"Hydro-Québec","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.013772781746816962,"score_gpt":0.20476078255067207,"score_spread":0.1909880008038551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1241497993","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5150814,0.0018756874,0.07606492,0.072624035,0.0026031455,0.00062664243,0.000034977184,0.00033026753,0.33075893],"genre_scores_gemma":[0.9488023,0.00020198782,0.012191522,0.00049188465,0.00027362254,0.00005279121,0.00041858884,0.000073043106,0.037494257],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99639666,0.0007966659,0.00073630316,0.0008636426,0.000547695,0.0006590177],"domain_scores_gemma":[0.99411017,0.0004113517,0.00067630236,0.001500289,0.0032288001,0.00007311016],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.006607853,0.00045229896,0.00032761527,0.00036325937,0.0014938483,0.0015312815,0.0011212053,0.0003980661,0.003925375],"category_scores_gemma":[0.0013899581,0.00050164276,0.0001814605,0.0015633658,0.000931972,0.0017805019,0.0006179788,0.0008083324,0.0006387045],"study_design_candidate":"theoretical_or_conceptual","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":[0.000008204095,0.000804489,0.013801247,0.00032213682,0.00004691154,0.000006849388,0.0011069783,0.000013896562,0.032926235,0.8428072,0.0017099341,0.10644597],"study_design_scores_gemma":[0.0014310277,4.735524e-7,0.10274824,0.00189982,0.00019444192,0.000022948014,0.00053236,0.014461035,0.096210495,0.015043732,0.76624405,0.0012113663],"about_ca_topic_score_codex":0.006525843,"about_ca_topic_score_gemma":0.009475005,"teacher_disagreement_score":0.82776344,"about_ca_system_score_codex":0.000077091754,"about_ca_system_score_gemma":0.00012490927,"threshold_uncertainty_score":0.99980605},"labels":[],"label_agreement":null},{"id":"W126774208","doi":"","title":"Senior Executives, IT Reputation Building & Market Valuation.","year":2013,"lang":"en","type":"article","venue":"Pacific Asia Conference on Information Systems","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"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 Waterloo","funders":"","keywords":"Reputation; Valuation (finance); Business; Market value; Information asymmetry; Value (mathematics); Marketing; Product (mathematics); Business valuation; Enterprise value; Industrial organization; Accounting; Finance; Computer science","score_opus":0.032582351785857264,"score_gpt":0.2421718317663107,"score_spread":0.20958947998045346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W126774208","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.01397796,0.000010308565,0.053896282,0.0029211699,0.0014708953,0.0013231906,0.0000072751527,0.00032188583,0.92607105],"genre_scores_gemma":[0.9972811,0.0000056815243,0.0001905465,0.00046365886,0.0003643947,0.00027402313,0.00025880663,0.000012810231,0.0011489851],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982053,0.00003052099,0.00078882714,0.00019677788,0.0005188064,0.00025976912],"domain_scores_gemma":[0.99737716,0.000036842604,0.0007807203,0.0002628614,0.0015253915,0.000017048442],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00071452546,0.00022572036,0.00021193794,0.00051822735,0.0002967712,0.0019399455,0.0001745786,0.00013603024,0.0010117046],"category_scores_gemma":[0.00016330645,0.00020480051,0.000043475804,0.0007674255,0.00004294263,0.0106151495,0.000034193738,0.0001545621,0.0043680076],"study_design_candidate":"theoretical_or_conceptual","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":[0.000042988442,0.000035765934,0.0013259102,0.00037533813,0.000029065352,5.6203334e-7,0.00046338927,0.0008934083,0.00037361885,0.9112629,0.06543979,0.019757247],"study_design_scores_gemma":[0.0013915045,0.000039313913,0.03270255,0.00064870244,0.000046579953,0.000014273363,0.039518367,0.632487,0.00012076138,0.008532758,0.2835131,0.0009851155],"about_ca_topic_score_codex":0.00029840646,"about_ca_topic_score_gemma":0.0000015677522,"teacher_disagreement_score":0.9833031,"about_ca_system_score_codex":0.000067710294,"about_ca_system_score_gemma":0.000061974504,"threshold_uncertainty_score":0.99990153},"labels":[],"label_agreement":null},{"id":"W130092427","doi":"","title":"Foreign Direct Investment in the United States: An Empirical Analysis of Foreign Investments","year":2003,"lang":"en","type":"article","venue":"Journal of international business research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"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":"Foreign direct investment; Foreign portfolio investment; Open-ended investment company; Umbrella fund; Business; Portfolio investment; Separately managed account; International economics; Economics; International trade; Market economy; Return on investment; Profit (economics); Macroeconomics","score_opus":0.12977743485826893,"score_gpt":0.38578498351320245,"score_spread":0.2560075486549335,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W130092427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9360667,0.000055204266,0.0007590653,0.0016662219,0.0001852605,0.00019288967,0.0000053460394,0.000006803427,0.06106255],"genre_scores_gemma":[0.99692386,0.0000805248,0.00027420887,0.002204813,0.00024808876,0.000013227444,0.0001959789,0.00001444351,0.00004482334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99690765,0.00019841168,0.00086095976,0.0001871029,0.0015690173,0.00027686948],"domain_scores_gemma":[0.9939207,0.00022984855,0.0005787434,0.00023180479,0.0050194003,0.000019535608],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0045171687,0.00014958442,0.00032559116,0.0048553646,0.00012550225,0.0002938749,0.00075104507,0.00008286881,0.00028242968],"category_scores_gemma":[0.0012050034,0.00009985574,0.00010985665,0.010695408,0.00018483492,0.0017115592,0.000068183945,0.0003880397,0.000007787828],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041750807,0.0014789564,0.61753786,0.00010117569,0.00087068556,0.00011798827,0.00033305443,0.032698605,0.00032099994,0.34124365,0.004381722,0.00049782125],"study_design_scores_gemma":[0.001318595,0.00006894442,0.9025524,0.00013375147,0.00019586926,0.000015379299,0.0034417186,0.021086816,0.00016956119,0.04049188,0.03032404,0.00020101217],"about_ca_topic_score_codex":0.00068466266,"about_ca_topic_score_gemma":0.000075235046,"teacher_disagreement_score":0.30075178,"about_ca_system_score_codex":0.0001286048,"about_ca_system_score_gemma":0.00015241234,"threshold_uncertainty_score":0.5138789},"labels":[],"label_agreement":null},{"id":"W1451000","doi":"","title":"Анализ управления издержками обращения кооперативных организаций (на примере системы «Таджикматлубота»)","year":2012,"lang":"en","type":"article","venue":"Вестник Таджикского государственного университета права, бизнеса и политики. Серия гуманитарных наук","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Circulation (fluid dynamics); Business; Economics; Environmental economics; Industrial organization; Operations management; Engineering","score_opus":0.03068848561586282,"score_gpt":0.22569037268902453,"score_spread":0.1950018870731617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1451000","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58961636,0.005928371,0.007013784,0.019613758,0.021854606,0.0056792507,0.000278564,0.0066732382,0.3433421],"genre_scores_gemma":[0.9576831,0.00026405734,0.0019325871,0.012386076,0.016430886,0.00065917074,0.0015890006,0.00089379144,0.008161333],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9835664,0.00035846964,0.003654778,0.0031739094,0.0032920565,0.005954354],"domain_scores_gemma":[0.989959,0.0006007698,0.002877647,0.0038100502,0.0021180892,0.0006344388],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"category_scores_codex":[0.0047949827,0.003337812,0.0028091504,0.002899875,0.0031408833,0.0027102572,0.0034596229,0.0016539837,0.012269583],"category_scores_gemma":[0.0014251962,0.0033288768,0.0013361746,0.006914723,0.0011604086,0.015745861,0.0018111148,0.0033334296,0.017691942],"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":[0.0019737254,0.005474111,0.1099968,0.0035902795,0.001601547,0.0004858273,0.0014018227,0.0009948896,0.018239474,0.44173232,0.32880905,0.08570015],"study_design_scores_gemma":[0.007058203,0.00026099265,0.12002914,0.00087315467,0.0011978411,0.00041276397,0.0019407271,0.004013613,0.004807032,0.015715221,0.83618295,0.007508346],"about_ca_topic_score_codex":0.0017738612,"about_ca_topic_score_gemma":0.0007049139,"teacher_disagreement_score":0.5073739,"about_ca_system_score_codex":0.00074910594,"about_ca_system_score_gemma":0.0005532376,"threshold_uncertainty_score":0.9996421},"labels":[],"label_agreement":null},{"id":"W1481050744","doi":"","title":"MUDANDO AS FORMAS ORGANIZACIONAIS: EVIDÊNCIA VINDA DO CANADÁ","year":2006,"lang":"pt","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Set (abstract data type); Stability (learning theory); Geography; Sociology; Computer science","score_opus":0.0170542062332009,"score_gpt":0.2254827433031665,"score_spread":0.2084285370699656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1481050744","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20262478,0.0029966247,0.0029716764,0.07369961,0.0072296844,0.0022730136,0.00014278301,0.0014748713,0.70658696],"genre_scores_gemma":[0.98934454,0.000116646974,0.0003312827,0.0014394043,0.0048918705,0.00016783565,0.0010598197,0.00017810223,0.0024704922],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99361604,0.000169099,0.0017194714,0.0013709976,0.0015348373,0.0015895346],"domain_scores_gemma":[0.99497956,0.00015341096,0.0013402684,0.0009581365,0.002366048,0.0002025475],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011474031,0.0011194145,0.0009093991,0.0013205691,0.002137305,0.0019182187,0.0011404039,0.0011782272,0.0009641151],"category_scores_gemma":[0.0007415802,0.0011533531,0.00036392885,0.0036581324,0.000057198915,0.003818278,0.00052427663,0.0011841262,0.00046718703],"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":[0.00034608922,0.0007914076,0.003930181,0.0005602731,0.00018699998,0.00030332734,0.00025563783,0.00018644246,0.001077114,0.971346,0.019721288,0.0012952045],"study_design_scores_gemma":[0.0022924526,0.000048223443,0.023544613,0.00050149095,0.0002983464,0.0005658825,0.0006295078,0.0008889324,0.00044798164,0.0030997323,0.9663704,0.0013124383],"about_ca_topic_score_codex":0.00016026206,"about_ca_topic_score_gemma":0.003024132,"teacher_disagreement_score":0.9682463,"about_ca_system_score_codex":0.0010985737,"about_ca_system_score_gemma":0.0014089076,"threshold_uncertainty_score":0.99994916},"labels":[],"label_agreement":null},{"id":"W1482192873","doi":"","title":"Linkage, Leverage and Leadership Drive Successful Technological Innovation","year":2004,"lang":"en","type":"article","venue":"Research-Technology Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":8,"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":"Officer; Leverage (statistics); Business; Linkage (software); Benchmarking; Marketing; Tying; Management; Public relations; Political science; Economics","score_opus":0.14713332355474013,"score_gpt":0.31693621151636087,"score_spread":0.16980288796162074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1482192873","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81956863,0.00058860215,0.01125215,0.10298472,0.0002582649,0.0016165057,0.000001875519,0.0017212052,0.062008042],"genre_scores_gemma":[0.9969371,0.0002065208,0.0010024959,0.00084486953,0.00017739898,0.00016568674,0.00003185694,0.000031109255,0.0006029937],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974676,0.00002311731,0.0004184886,0.000651291,0.00067699427,0.0007625046],"domain_scores_gemma":[0.9985097,0.000025912206,0.0001591416,0.0004869563,0.00080773025,0.000010546517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00212221,0.00024656355,0.00023028719,0.0041653775,0.0005882669,0.0003311488,0.00059035665,0.0004612987,0.000087172906],"category_scores_gemma":[0.00035863073,0.00023158418,0.000027047929,0.008918648,0.0011153249,0.0011201455,0.00088686246,0.00089525053,0.00044014398],"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":[0.000022273944,0.00013776922,0.0015139877,0.00023625536,0.00005258292,0.00009932406,0.000007744848,0.000075244374,0.00067116745,0.9458233,0.0006935187,0.050666798],"study_design_scores_gemma":[0.002465159,0.000093755116,0.022041494,0.00031565788,0.00006405352,0.000017516562,0.0039739623,0.0004794963,0.0025755335,0.8253378,0.14196938,0.000666174],"about_ca_topic_score_codex":0.00006752225,"about_ca_topic_score_gemma":0.000032657586,"teacher_disagreement_score":0.17736843,"about_ca_system_score_codex":0.00014320498,"about_ca_system_score_gemma":0.000031095606,"threshold_uncertainty_score":0.9443729},"labels":[],"label_agreement":null},{"id":"W1485772556","doi":"","title":"Analyse des modèles d'affaires des médias traditionnels face à la multiplication des plateformes électroniques : cas Quebecor Media inc.","year":2010,"lang":"fr","type":"article","venue":"Archipelago (Université du Québec à Montréal)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science; Humanities; Art","score_opus":0.01754929327471232,"score_gpt":0.19635337217764384,"score_spread":0.1788040789029315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1485772556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97741646,0.0061248317,0.009480196,0.0033980876,0.00032416033,0.00039332622,0.000049632137,0.0003429465,0.002470367],"genre_scores_gemma":[0.99307674,0.0017012085,0.0036975397,0.00017466237,0.0006043178,0.0000240824,0.0002531354,0.00007886442,0.00038944036],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977243,0.0000939691,0.00049159746,0.00061942707,0.000312865,0.00075786415],"domain_scores_gemma":[0.9978544,0.0003964163,0.00046907013,0.00045093574,0.00072874554,0.00010040403],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0005004087,0.0005652051,0.000451738,0.00071298704,0.0018583387,0.00049193815,0.0005656553,0.00038047324,0.0006602852],"category_scores_gemma":[0.00034282924,0.0005975365,0.00021507283,0.0012859093,0.0019754162,0.0063377116,0.0002166676,0.00068564253,0.00020727133],"study_design_candidate":"observational","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":[0.00071391923,0.0013906166,0.09664522,0.0016451904,0.0007050961,0.00023994182,0.09596889,0.0020267484,0.015761647,0.1443677,0.0026501834,0.63788486],"study_design_scores_gemma":[0.0018347197,0.000079884885,0.8436896,0.00042214093,0.00065096555,0.000096911695,0.045758676,0.03510912,0.0012825009,0.0567531,0.013090666,0.0012316831],"about_ca_topic_score_codex":0.54463404,"about_ca_topic_score_gemma":0.8626314,"teacher_disagreement_score":0.7470444,"about_ca_system_score_codex":0.0004572943,"about_ca_system_score_gemma":0.0003952601,"threshold_uncertainty_score":0.9996476},"labels":[],"label_agreement":null},{"id":"W1487381541","doi":"","title":"Élaboration d'une typologie de classification fondée sur la structuration de la fonction marketing dans les grandes entreprises canadiennes","year":2008,"lang":"fr","type":"article","venue":"Archipelago (Université du Québec à Montréal)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Philosophy","score_opus":0.012113303922513073,"score_gpt":0.17826104496913583,"score_spread":0.16614774104662275,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1487381541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9687741,0.0017583251,0.0143129425,0.0076908115,0.0003162694,0.00025265853,0.000012195411,0.0001769695,0.006705725],"genre_scores_gemma":[0.9961839,0.0015150333,0.00070771785,0.00014296008,0.00047833726,0.000010025485,0.00016179358,0.000038448394,0.00076183246],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998211,0.00034273596,0.00035188967,0.00042342296,0.00021437614,0.00045652268],"domain_scores_gemma":[0.998221,0.0005520677,0.00046198393,0.00025198492,0.00046647555,0.000046486064],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.000815224,0.00031292357,0.00023835782,0.00035681794,0.0014551474,0.00020416052,0.0002413657,0.00032661768,0.000171135],"category_scores_gemma":[0.0007033011,0.00036165328,0.00010272136,0.0010361099,0.0004948482,0.0026579828,0.00008685865,0.00036111317,0.000024504769],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009794711,0.00032294865,0.62530965,0.0005671911,0.00019689057,0.00023924858,0.028507594,0.00522408,0.014936335,0.08753665,0.007050239,0.2291297],"study_design_scores_gemma":[0.0008007123,0.000022179831,0.9219073,0.0001192174,0.00019670995,0.00011297654,0.018238476,0.027693128,0.00014581595,0.0020953882,0.028274465,0.00039361324],"about_ca_topic_score_codex":0.6597491,"about_ca_topic_score_gemma":0.6316998,"teacher_disagreement_score":0.29659766,"about_ca_system_score_codex":0.00071677094,"about_ca_system_score_gemma":0.0007155855,"threshold_uncertainty_score":0.99988353},"labels":[],"label_agreement":null},{"id":"W1487784592","doi":"","title":"Pricing as a Strategic Capability","year":2003,"lang":"en","type":"article","venue":"Econstor (Econstor)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":86,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Competitor analysis; Business; Set (abstract data type); Marketing; Pricing strategies; Industrial organization; Strategic management; Capital (architecture); Microeconomics; Economics; Computer science","score_opus":0.02375163660572005,"score_gpt":0.2283435765168959,"score_spread":0.20459193991117586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1487784592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6371807,0.00008785665,0.00008911836,0.00021071748,0.0011196662,0.00021532389,0.0000015133343,0.00017722315,0.36091787],"genre_scores_gemma":[0.99695766,0.00000833484,0.00022702136,0.001510808,0.00064270047,0.00003484569,0.000023933131,0.000037228205,0.0005574806],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981143,0.000030251795,0.00057885423,0.0005509401,0.00022236527,0.00050329184],"domain_scores_gemma":[0.9988231,0.00007895728,0.00037711597,0.0004480131,0.0002439656,0.00002882021],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007689156,0.00033699724,0.00034990284,0.00032960452,0.00040619652,0.00035781963,0.00023796677,0.00019369491,0.005316359],"category_scores_gemma":[0.00032044275,0.00034042067,0.00012142754,0.0008409768,0.0002508839,0.0018521446,0.000046742167,0.00031445865,0.0022606081],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018905363,0.0001281669,0.49963954,0.00012654618,0.00003125802,0.000013885348,0.000026209053,0.00003267701,0.0005166576,0.49797148,0.0011188211,0.0003758425],"study_design_scores_gemma":[0.004260616,0.000100579964,0.4710111,0.00027993575,0.00027770264,0.0002210669,0.0029440178,0.0019919751,0.0019627926,0.16836064,0.34530276,0.0032868267],"about_ca_topic_score_codex":0.00041601213,"about_ca_topic_score_gemma":0.00016187762,"teacher_disagreement_score":0.36036038,"about_ca_system_score_codex":0.000121740595,"about_ca_system_score_gemma":0.0002481466,"threshold_uncertainty_score":0.99990475},"labels":[],"label_agreement":null},{"id":"W1490980043","doi":"","title":"Tequila Mobile SA","year":2012,"lang":"ceb","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Bank of Canada","funders":"","keywords":"Revenue; Mobile business development; Mobile phone; Revenue model; Business model; Business; Mobile payment; Marketing; Service provider; Mobile technology; Mobile device; Market penetration; Developing country; Service (business); Mobile computing; Computer science; Mobile Web; Economics; Telecommunications; World Wide Web; Economic growth; Finance","score_opus":0.011919395794059384,"score_gpt":0.23271605480667218,"score_spread":0.2207966590126128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1490980043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84490454,0.055843987,0.0067109973,0.004495358,0.008908565,0.00080528326,0.0000044049552,0.00021877968,0.07810807],"genre_scores_gemma":[0.9783126,0.0033640196,0.000026396412,0.0008546388,0.011896593,0.000013123433,0.00003199717,0.000071391754,0.005429202],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99355334,0.000036304813,0.0006558814,0.0002595743,0.00046655844,0.0050283303],"domain_scores_gemma":[0.9985129,0.00002551705,0.0006929898,0.00026500094,0.00046274395,0.000040807696],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0036052475,0.00040198732,0.00034017183,0.00042964588,0.0007217633,0.0006152079,0.00044688722,0.00026233663,0.0012748175],"category_scores_gemma":[0.00008655543,0.0003717352,0.00018759616,0.0012052222,0.000089152454,0.005315042,0.00013001818,0.0028594986,0.0022338924],"study_design_candidate":"theoretical_or_conceptual","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":[0.000122568,0.00051657803,0.033085167,0.00015107893,0.00031741647,0.0000039041747,0.0000938338,0.000052144325,0.0007866887,0.89984244,0.0039859847,0.06104221],"study_design_scores_gemma":[0.0030579632,0.00025855337,0.023004994,0.00031145505,0.00075286726,0.0006903508,0.007978754,0.0006862177,0.0001621308,0.18682055,0.77443403,0.0018421573],"about_ca_topic_score_codex":0.00016020577,"about_ca_topic_score_gemma":0.00011472958,"teacher_disagreement_score":0.770448,"about_ca_system_score_codex":0.0006859729,"about_ca_system_score_gemma":0.0009844132,"threshold_uncertainty_score":0.99987346},"labels":[],"label_agreement":null},{"id":"W1492843739","doi":"","title":"UWARUNKOWANIA KULTUROWE A POWIĄZANIA MIĘDZYFIRMOWE W SEKTORACH GLOBALNYCH. PERSPEKTYWA EMPIRYCZNA","year":2011,"lang":"pl","type":"article","venue":"Munich Personal RePEc Archive (Ludwig Maximilian University of Munich)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Strong; Harvard Business School","keywords":"Business; Entrepreneurship; Context (archaeology); Emerging markets; Strong ties; Interpersonal ties; Economic geography; Economy; Economic system; Economics; Geography; Sociology; Finance","score_opus":0.03728233844493418,"score_gpt":0.19679403516268865,"score_spread":0.15951169671775448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1492843739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.56752914,0.0021238567,0.0008160024,0.0039391494,0.0014674297,0.0014790673,0.0006799861,0.00051336613,0.421452],"genre_scores_gemma":[0.98149055,0.0009821269,0.0051090484,0.0009305607,0.0005773594,0.0000019735364,0.0006453578,0.00015183199,0.010111177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9945913,0.000265344,0.00097571354,0.0015742459,0.0012027594,0.0013906207],"domain_scores_gemma":[0.99514395,0.00013078203,0.0014162775,0.0015903382,0.0015229528,0.00019569718],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00093391753,0.001151632,0.0012344249,0.0010324683,0.0016055597,0.00023524502,0.002729325,0.0006379303,0.0068506002],"category_scores_gemma":[0.00025036628,0.0013902416,0.0008160546,0.002165527,0.0016998011,0.0028301685,0.0018424605,0.0013472567,0.0010629904],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.02334743,0.01556818,0.19529043,0.011409301,0.0078490395,0.005093234,0.18033771,0.00017921862,0.015467471,0.2890387,0.18595763,0.07046167],"study_design_scores_gemma":[0.008120653,0.0006896391,0.38584405,0.0022015108,0.0021660249,0.00013825033,0.07831416,0.0094056595,0.00014184206,0.005979045,0.5028878,0.0041113636],"about_ca_topic_score_codex":0.019911058,"about_ca_topic_score_gemma":0.0034300871,"teacher_disagreement_score":0.4139614,"about_ca_system_score_codex":0.0003054954,"about_ca_system_score_gemma":0.00049207854,"threshold_uncertainty_score":0.9997148},"labels":[],"label_agreement":null},{"id":"W1497043908","doi":"10.1108/cr-04-2014-0008","title":"A spring-clean of Michael Porter’s Attic","year":2015,"lang":"en","type":"article","venue":"Competitiveness Review An International Business Journal incorporating Journal of Global Competitiveness","topic":"Business Strategy and 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":true,"ca_institutions":"Université Laval","funders":"","keywords":"Competitive advantage; Dimension (graph theory); Computer science; Strategic management; Telecommunications; Marketing; Economics; Business","score_opus":0.05276392884948298,"score_gpt":0.3028142165683795,"score_spread":0.2500502877188965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1497043908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8831568,0.014271621,0.054951377,0.0056486665,0.01318117,0.0008145662,0.000077278135,0.000120543285,0.027778],"genre_scores_gemma":[0.99223435,0.0011760422,0.0021004262,0.0013862024,0.0029582018,0.0000066512707,0.000058306836,0.00005103608,0.00002878657],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99508876,0.0001976374,0.0024802617,0.00036431346,0.0014935684,0.00037544282],"domain_scores_gemma":[0.97621804,0.000086767686,0.005775837,0.0003255974,0.017467443,0.00012632656],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003338464,0.0005105748,0.0012362425,0.0004947918,0.00022344709,0.0004917821,0.00153057,0.00013491586,0.0003558856],"category_scores_gemma":[0.0012310249,0.00045265513,0.00033728342,0.001963018,0.0003494823,0.005090507,0.00029529384,0.0005560626,0.00003821741],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009896783,0.0012950406,0.63970155,0.0031052437,0.00046340717,0.00088953134,0.000029542638,0.0036332575,0.0006182935,0.33323336,0.00020855805,0.015832523],"study_design_scores_gemma":[0.004586734,0.00030757423,0.8789775,0.03176842,0.00055860693,0.004424947,0.00079180097,0.00091544987,0.00015498596,0.016514696,0.05977067,0.0012286393],"about_ca_topic_score_codex":0.000247056,"about_ca_topic_score_gemma":0.00008026196,"teacher_disagreement_score":0.31671867,"about_ca_system_score_codex":0.00040436612,"about_ca_system_score_gemma":0.0008994343,"threshold_uncertainty_score":0.9997925},"labels":[],"label_agreement":null},{"id":"W1499190122","doi":"10.22215/timreview/531","title":"Editorial: Technology Entrepreneurship (March 2012)","year":2012,"lang":"en","type":"editorial","venue":"Technology Innovation Management Review","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":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Theme (computing); Entrepreneurship; Pleasure; Management; Political science; Library science; Computer science; Economics; Law; Psychology; World Wide Web","score_opus":0.02034643686158729,"score_gpt":0.277592374192895,"score_spread":0.25724593733130774,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1499190122","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00001258342,0.021539692,0.00042711804,0.015952475,0.9370409,0.002143788,0.000019175766,0.0022466106,0.02061761],"genre_scores_gemma":[0.00013696318,0.020819858,0.00040657114,0.0019312147,0.9691115,0.0010989337,0.0037708932,0.00016774822,0.0025563226],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.994368,0.000027211985,0.0019677326,0.0012026025,0.001362986,0.001071474],"domain_scores_gemma":[0.99221873,0.000067565874,0.0023939465,0.0017866559,0.0035207241,0.000012399631],"candidate_categories":["metaepi_narrow","bibliometrics","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0022904552,0.0009740927,0.0012742945,0.007502472,0.00036398025,0.00024811382,0.0018477092,0.0029234844,0.001059022],"category_scores_gemma":[0.00131878,0.00097172975,0.00014189753,0.022267463,0.00036261906,0.0020372039,0.0012399423,0.0023656995,0.0034043822],"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":[0.000010495835,0.00010172774,0.00012747092,0.008309073,0.000119605545,0.0000058085766,3.3948857e-7,3.3948191e-7,0.00001449213,0.2916688,0.66960657,0.03003526],"study_design_scores_gemma":[0.00050964183,0.000015609618,0.000021126882,0.0039811484,0.0005986721,0.0000017137328,0.000013523213,0.0000019089828,0.000009187067,0.022435987,0.97155464,0.0008568372],"about_ca_topic_score_codex":0.00002362001,"about_ca_topic_score_gemma":0.0000081190365,"teacher_disagreement_score":0.30194807,"about_ca_system_score_codex":0.00020190401,"about_ca_system_score_gemma":0.00010678813,"threshold_uncertainty_score":0.99993587},"labels":[],"label_agreement":null},{"id":"W1501755799","doi":"10.59876/a-1r72-p261","title":"La danse générative des mondes au sein de l'entreprise-réseau: Figures de la coordination du processus de conception de produits","year":2008,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.02112194361666197,"score_gpt":0.25845729258615563,"score_spread":0.23733534896949365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1501755799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82629496,0.000026444135,0.042786807,0.0024013906,0.00015175634,0.00030087787,0.000004098853,0.00018024769,0.1278534],"genre_scores_gemma":[0.99419403,0.000064552994,0.0015271542,0.0007900304,0.0007370892,0.00014240295,0.00014112744,0.000024004841,0.002379586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99879795,0.00005465228,0.00025009396,0.0002887861,0.00029789915,0.00031062707],"domain_scores_gemma":[0.99925065,0.000060041402,0.00021844593,0.00011336094,0.0003405132,0.000016971098],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008340726,0.00017942475,0.00011219903,0.0003155821,0.00033183896,0.00030841716,0.0002924027,0.0001014688,0.00019726463],"category_scores_gemma":[0.00022754008,0.00019167882,0.00004979525,0.00042959052,0.0002464173,0.0013188877,0.00011451026,0.00015082363,0.00005028441],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025868727,0.0006200601,0.65018046,0.0005565113,0.0002581707,0.00019546691,0.0019203045,0.008036077,0.0019551541,0.28837138,0.027382383,0.020265363],"study_design_scores_gemma":[0.0014483649,0.000015905061,0.8949268,0.00020772303,0.0000875798,0.00004782942,0.001715049,0.038160555,0.001509943,0.03465523,0.026843842,0.00038121172],"about_ca_topic_score_codex":0.00056473195,"about_ca_topic_score_gemma":0.00004885401,"teacher_disagreement_score":0.25371614,"about_ca_system_score_codex":0.000489419,"about_ca_system_score_gemma":0.000095585776,"threshold_uncertainty_score":0.7816435},"labels":[],"label_agreement":null},{"id":"W1502123159","doi":"10.9876/sim.v6i2.98","title":"Le rôle joué par la confiance dans l'aide à la décision : étude empirique auprès de réseaux situés en France et au Canada.","year":2001,"lang":"fr","type":"article","venue":"Systèmes d information & management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science; Humanities; Art","score_opus":0.009844031218273354,"score_gpt":0.21953641805484336,"score_spread":0.20969238683657002,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1502123159","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05202084,0.00046813756,0.12261998,0.032128792,0.0020767378,0.0012750765,0.000035641395,0.0002622435,0.78911257],"genre_scores_gemma":[0.986269,0.0004313253,0.0010692824,0.0053244536,0.00055838196,0.00012806812,0.00037162768,0.00004003755,0.0058078435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99700004,0.00015124828,0.0010979493,0.00032162457,0.000674071,0.00075508637],"domain_scores_gemma":[0.9981414,0.00010266137,0.00072708144,0.0004754831,0.00050118985,0.00005219192],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019453719,0.00045861857,0.00038255635,0.00040713078,0.00057745585,0.001009107,0.00053932634,0.00028284313,0.00023906783],"category_scores_gemma":[0.00013895753,0.0005150808,0.00009690374,0.0013498672,0.0001326214,0.008585769,0.00028851163,0.00040894173,0.00030828518],"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":[0.000071939896,0.00014024225,0.015080883,0.0032101464,0.00016447103,0.00007309605,0.0008203055,0.01866057,0.000035050933,0.8900594,0.040415645,0.031268228],"study_design_scores_gemma":[0.0009899678,0.000008945365,0.24481931,0.00077679235,0.00006444139,0.00001590938,0.0021421337,0.008227277,0.000039587565,0.005108001,0.73733586,0.00047180543],"about_ca_topic_score_codex":0.29864827,"about_ca_topic_score_gemma":0.19901952,"teacher_disagreement_score":0.93424815,"about_ca_system_score_codex":0.00059533445,"about_ca_system_score_gemma":0.0010555529,"threshold_uncertainty_score":0.99973005},"labels":[],"label_agreement":null},{"id":"W1502772880","doi":"10.3917/grhu.096.0060","title":"Articuler les politiques de GRH et les stratégies d’innovation : des modèles à l’épreuve des faits","year":2015,"lang":"fr","type":"article","venue":"Revue de gestion des ressources humaines","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.18383482174221236,"score_gpt":0.3011375852398062,"score_spread":0.11730276349759386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1502772880","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9533058,0.011707052,0.011862572,0.009316186,0.00035427118,0.0003349812,0.000026954527,0.00043516443,0.012657012],"genre_scores_gemma":[0.98626125,0.0011383699,0.004991793,0.00038728074,0.002027138,0.00007739671,0.00022595884,0.00010108811,0.0047897394],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99696535,0.0002970474,0.00089035544,0.00053711026,0.0003546923,0.00095545535],"domain_scores_gemma":[0.99540937,0.00020388211,0.0006360032,0.00032966473,0.003347947,0.000073121184],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0021084696,0.00057120214,0.00046427612,0.0007987357,0.0015587183,0.0019896508,0.00036612435,0.00072538655,0.0001831246],"category_scores_gemma":[0.002946446,0.0006004558,0.000121185614,0.0020032797,0.0019325336,0.0043676025,0.00014101449,0.00062044925,0.00006318327],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001922411,0.00037496845,0.25278866,0.004873067,0.00014846573,0.000045763023,0.008898991,0.02439476,0.0027680534,0.6486458,0.0017702935,0.055098902],"study_design_scores_gemma":[0.0009283361,0.00011868692,0.7073762,0.0046268757,0.00029246908,0.00013332469,0.008542449,0.01665679,0.0013395449,0.18755531,0.07136381,0.0010662003],"about_ca_topic_score_codex":0.007131084,"about_ca_topic_score_gemma":0.0024165832,"teacher_disagreement_score":0.46109053,"about_ca_system_score_codex":0.000394896,"about_ca_system_score_gemma":0.00012632519,"threshold_uncertainty_score":0.99974114},"labels":[],"label_agreement":null},{"id":"W1505103021","doi":"10.1108/k-05-2013-0100","title":"Alliances in networks: insights from blockmodeling","year":2013,"lang":"en","type":"article","venue":"Kybernetes","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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 Laval","funders":"","keywords":"Cybernetics; Computer science; Originality; Sample (material); Alliance; Value (mathematics); Government (linguistics); Data science; Work (physics); Artificial intelligence; Management science; Sociology; Machine learning; Social science; Economics; Law","score_opus":0.0160232784340121,"score_gpt":0.19557900741448705,"score_spread":0.17955572898047495,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1505103021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9301912,0.0008404256,0.00031691138,0.0007386193,0.00039871427,0.0001849334,2.492224e-7,0.0001203548,0.06720855],"genre_scores_gemma":[0.99716544,0.000021248094,0.00021247934,0.0012956942,0.001098193,0.000031639094,0.000048945236,0.0000139996355,0.0001123399],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992832,0.000003983586,0.00022938823,0.0002009587,0.00010130331,0.00018115152],"domain_scores_gemma":[0.9996317,0.000026702766,0.00010201208,0.00012335334,0.00011159004,0.0000046577375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004709939,0.00012047411,0.0001248115,0.000115076095,0.000060405397,0.0002785053,0.00014951022,0.00007560814,0.0004943652],"category_scores_gemma":[0.000025282006,0.000105139276,0.000021458667,0.00050665997,0.000025541334,0.001774731,0.000051112846,0.00010762275,0.0005172143],"study_design_candidate":"theoretical_or_conceptual","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":[0.000023555363,0.0001608915,0.30277792,0.000075515476,0.000041671316,0.000009124439,0.00010261012,0.061817568,0.00096235244,0.5889371,0.010580113,0.034511555],"study_design_scores_gemma":[0.0003539012,0.0000024269398,0.12543295,0.00010551355,0.0000097311295,1.0359933e-7,0.000108207554,0.5641555,0.00005736069,0.29945883,0.010045091,0.00027039333],"about_ca_topic_score_codex":0.0061569517,"about_ca_topic_score_gemma":0.00055141817,"teacher_disagreement_score":0.50233793,"about_ca_system_score_codex":0.0000101885325,"about_ca_system_score_gemma":0.000006057354,"threshold_uncertainty_score":0.930751},"labels":[],"label_agreement":null},{"id":"W1508436950","doi":"","title":"Virtual Interactive Think Tank for China FDI: Engineering Knowledge for Action in Modern Development","year":2009,"lang":"en","type":"article","venue":"Transnational Corporation Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"China; Foreign direct investment; Perspective (graphical); Action (physics); Investment (military); Economics; Industrial organization; Economic system; Business; Political science; Computer science; Politics","score_opus":0.052420829354032576,"score_gpt":0.29106411416060274,"score_spread":0.23864328480657016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1508436950","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.020975778,0.001570403,0.9590526,0.013512284,0.0006010696,0.003019809,0.000011530965,0.00016482783,0.0010916812],"genre_scores_gemma":[0.99396324,0.000098271295,0.0030738944,0.001086686,0.00026707764,0.00027075585,0.0011587257,0.00001469131,0.000066676286],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990575,0.0000056663625,0.00046084635,0.00020994307,0.00013783174,0.00012824518],"domain_scores_gemma":[0.9992024,0.000040061244,0.00022339358,0.0000637765,0.0004641463,0.0000062236736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045563307,0.0001542267,0.00019981118,0.00022505759,0.000108562665,0.00008155643,0.00008757552,0.000059786675,0.000032527947],"category_scores_gemma":[0.000071495335,0.0001528295,0.00006076766,0.00049637037,0.00000672022,0.0017208351,0.0000042699994,0.00008809129,0.0000066377997],"study_design_candidate":"theoretical_or_conceptual","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":[0.000090753114,0.00014810504,0.000020473066,0.0013811709,0.000014287082,1.9487243e-7,0.000076396085,0.0023991861,0.0011120627,0.87732744,0.00056343153,0.11686652],"study_design_scores_gemma":[0.0042724283,0.00014218008,0.09005033,0.0028631226,0.00017742097,0.000004428417,0.00006772428,0.53267586,0.0010319733,0.07933257,0.2880692,0.0013127928],"about_ca_topic_score_codex":0.0000016034026,"about_ca_topic_score_gemma":0.000033715085,"teacher_disagreement_score":0.9729874,"about_ca_system_score_codex":0.000082318205,"about_ca_system_score_gemma":0.0000765836,"threshold_uncertainty_score":0.62322056},"labels":[],"label_agreement":null},{"id":"W1509373612","doi":"10.3917/riges.284.0026","title":"Création stratégique et avantage concurrentiel","year":2003,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.025710301588453548,"score_gpt":0.25086887210990444,"score_spread":0.22515857052145088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1509373612","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23189606,0.019416928,0.24547653,0.1477514,0.036521494,0.0019071996,0.000043104264,0.0007615145,0.31622577],"genre_scores_gemma":[0.9861159,0.0003558913,0.0005136124,0.0014495299,0.00065488275,0.000018744911,0.00033836893,0.000030643958,0.010522429],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987358,0.00007567014,0.0003738798,0.0003022748,0.0002095617,0.00030283493],"domain_scores_gemma":[0.99896556,0.000034781817,0.00030574197,0.00017618031,0.0005050151,0.000012715687],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00081848225,0.0002279952,0.0001625739,0.00020149573,0.0001878075,0.00049205293,0.00008495931,0.0003010353,0.0016000896],"category_scores_gemma":[0.00035396134,0.0002617252,0.00005581863,0.00073286035,0.00007602816,0.0034521355,0.000021404812,0.00034980147,0.0010944647],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000148888685,0.00014846491,0.007873425,0.00043457374,0.000015297055,0.000005822643,0.000025248637,0.00036311374,0.00092781865,0.9591799,0.008591141,0.022420328],"study_design_scores_gemma":[0.00077850424,0.000023523571,0.048627257,0.000476933,0.00010364075,0.000011297513,0.00014785584,0.0033275178,0.0004902582,0.021083565,0.92448556,0.00044409337],"about_ca_topic_score_codex":0.00023440346,"about_ca_topic_score_gemma":0.000052708776,"teacher_disagreement_score":0.9380963,"about_ca_system_score_codex":0.000058192763,"about_ca_system_score_gemma":0.00008667412,"threshold_uncertainty_score":0.9999835},"labels":[],"label_agreement":null},{"id":"W1511148501","doi":"10.7202/1018276ar","title":"« Deluxe: How Luxury Lost Its Luster », Dana Thomas, New York, The Penguin Press, 2007","year":2013,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art; Humanities; Advertising; Art history; Business","score_opus":0.03586414607669037,"score_gpt":0.22750464506153092,"score_spread":0.19164049898484056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1511148501","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022041306,0.007909558,0.0050120046,0.24199446,0.014768912,0.0015905374,0.000021781996,0.00014064446,0.726358],"genre_scores_gemma":[0.15601464,0.0006502474,0.00076428166,0.01282228,0.008706086,0.00013209999,0.00046408776,0.00008801899,0.8203583],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729425,0.00003177998,0.0005612298,0.00060542964,0.00088430924,0.00062300253],"domain_scores_gemma":[0.99814874,0.000048916812,0.0005137044,0.00050469243,0.00074658537,0.000037347163],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004681322,0.00047897038,0.0002437376,0.00032335534,0.0003105303,0.0032330677,0.0013165127,0.0001900569,0.01713962],"category_scores_gemma":[0.00008330079,0.00040686317,0.00015347198,0.00063663075,0.00014559181,0.0046840482,0.0007619806,0.00039066898,0.008546047],"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":[0.000024725718,0.00013819744,0.0014738783,0.00028444195,0.00030832368,0.000019633899,0.00003322813,0.00024512658,0.000011706144,0.26611736,0.7121889,0.019154472],"study_design_scores_gemma":[0.0008589932,0.000008922318,0.025186691,0.00027318948,0.00017915429,0.0000064676615,0.00057628873,0.017663842,0.000020186946,0.00336094,0.9514134,0.00045195903],"about_ca_topic_score_codex":0.0012666603,"about_ca_topic_score_gemma":0.00008982287,"teacher_disagreement_score":0.2627564,"about_ca_system_score_codex":0.00014453537,"about_ca_system_score_gemma":0.00003451482,"threshold_uncertainty_score":0.99983835},"labels":[],"label_agreement":null},{"id":"W1514278884","doi":"10.4135/9781446262023","title":"Institutional Theory in Organization Studies","year":2012,"lang":"en","type":"book","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":57,"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","score_opus":0.038559441379741786,"score_gpt":0.23799683319732193,"score_spread":0.19943739181758013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1514278884","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00048703092,0.0006187978,0.0006171661,0.0003614447,0.0010401305,0.0001750615,0.0000010737559,0.00012354269,0.9965758],"genre_scores_gemma":[0.12959844,0.00012267494,0.00010354191,0.0042253775,0.0064965454,0.00001895228,0.0015801787,0.00007452124,0.8577798],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999243,0.000003963933,0.00027330476,0.00017031014,0.00016038919,0.0001490091],"domain_scores_gemma":[0.9991613,0.000022082451,0.00018548463,0.000111728215,0.00051696325,0.0000024530937],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034837672,0.00018610038,0.00019988285,0.00042502227,0.00011372054,0.00008183441,0.00011144835,0.00019848197,0.0015298411],"category_scores_gemma":[0.00014901701,0.00015978642,0.000020559726,0.0005481076,0.00008559524,0.0015352688,0.00010252147,0.00017752717,0.0011163702],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000056989707,0.000024562563,0.0011975546,0.0002415146,0.000024670451,0.0000022076686,0.000012317814,0.000023672448,0.0000050966983,0.96826875,0.028467203,0.0017267714],"study_design_scores_gemma":[0.00038432286,0.0000019068111,0.011386021,0.00031440903,0.00007869208,0.0000023994132,0.00009943,0.000029634588,0.00000961449,0.29197785,0.6952116,0.00050413917],"about_ca_topic_score_codex":0.000015134475,"about_ca_topic_score_gemma":0.00003819915,"teacher_disagreement_score":0.67629087,"about_ca_system_score_codex":0.000120320175,"about_ca_system_score_gemma":0.00011177234,"threshold_uncertainty_score":0.9996614},"labels":[],"label_agreement":null},{"id":"W1515247284","doi":"10.59876/a-e3vj-xhzj","title":"Complexité du processus d'internationalisation de la PME: vers un enrichissement de l'analyse behavioriste","year":2002,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internationalization; Process (computing); Sociology; Business; Computer science","score_opus":0.02129460861414178,"score_gpt":0.24182743844969792,"score_spread":0.22053282983555614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1515247284","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4247319,0.000046207097,0.026498212,0.007800872,0.0011170008,0.0004027863,0.000009876254,0.00031801313,0.53907514],"genre_scores_gemma":[0.99346906,0.0000403682,0.0016211782,0.0021679853,0.000839817,0.00008822299,0.00026007302,0.000025572797,0.0014877087],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998579,0.000017073193,0.00035293578,0.00029633162,0.00050412817,0.00025053447],"domain_scores_gemma":[0.999265,0.000028023876,0.00026668844,0.00015420078,0.00027109127,0.000014998904],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000499711,0.00019305178,0.000115835646,0.0004889299,0.00019849055,0.000528136,0.0004642589,0.00006747982,0.002980992],"category_scores_gemma":[0.000050426486,0.00020871552,0.00007503129,0.00048026032,0.000062571096,0.0010260285,0.00015585903,0.00013350067,0.00028325233],"study_design_candidate":"theoretical_or_conceptual","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":[0.00007341215,0.000791066,0.13790311,0.00013989149,0.0003754804,0.00009835582,0.00023641651,0.002057088,0.00044026773,0.80300987,0.028664012,0.026211042],"study_design_scores_gemma":[0.0027978122,0.000017268356,0.45031795,0.00011107847,0.00031337427,0.000025539131,0.0009504709,0.1275803,0.00024271499,0.025874322,0.391074,0.00069513894],"about_ca_topic_score_codex":0.00023570245,"about_ca_topic_score_gemma":0.00001746355,"teacher_disagreement_score":0.77713555,"about_ca_system_score_codex":0.00026362806,"about_ca_system_score_gemma":0.000009136218,"threshold_uncertainty_score":0.9979304},"labels":[],"label_agreement":null},{"id":"W1520837844","doi":"","title":"The New Mobility of Knowledge: Digital Information Systems and Global Flagship Networks","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Centre for International Governance Innovation","funders":"","keywords":"Business; Computer science; Telecommunications; Knowledge management","score_opus":0.007444963401332338,"score_gpt":0.20778584035155306,"score_spread":0.20034087695022074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520837844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68147737,0.016855558,0.16633345,0.0015618975,0.003054876,0.0008382283,0.0000031244754,0.00012888532,0.12974663],"genre_scores_gemma":[0.9991743,0.00024231077,0.0000029305854,0.000031937343,0.00038995806,0.0000017094529,0.000006354869,0.0000042004167,0.00014628803],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988372,0.000012245747,0.00033805452,0.00006595262,0.00012517777,0.0006213868],"domain_scores_gemma":[0.9993041,0.00002227377,0.00030734722,0.00009131231,0.00026574451,0.000009232425],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012139017,0.00009787797,0.000103706465,0.00004531627,0.00026615427,0.0006006788,0.00011891516,0.00006168369,0.0000031397408],"category_scores_gemma":[0.0001547237,0.00006813394,0.00003249884,0.00048199043,0.00004646311,0.0026379025,0.000023205726,0.00039180496,0.000012040561],"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":[0.00002919319,0.00001546551,0.008132911,0.000023376302,0.000026447044,6.216849e-8,0.000007347802,0.0004116082,0.000001304159,0.9632267,0.00030790002,0.027817689],"study_design_scores_gemma":[0.002328077,0.000106401945,0.03176634,0.00012484154,0.00010620768,0.00025734594,0.0046594194,0.01736076,0.0000074896466,0.74689025,0.19586739,0.00052547664],"about_ca_topic_score_codex":0.000074140466,"about_ca_topic_score_gemma":0.00010288622,"teacher_disagreement_score":0.31769696,"about_ca_system_score_codex":0.00013589076,"about_ca_system_score_gemma":0.00047164253,"threshold_uncertainty_score":0.579236},"labels":[],"label_agreement":null},{"id":"W1520938942","doi":"10.3917/riges.323.0088","title":"Stratégie et management stratégique des entreprises","year":2007,"lang":"fr","type":"article","venue":"Gestion","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":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.026889908063452334,"score_gpt":0.253204336778327,"score_spread":0.22631442871487464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1520938942","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45573333,0.008212841,0.20304368,0.058293127,0.0062261093,0.0012422686,0.000013027709,0.0006297991,0.26660582],"genre_scores_gemma":[0.983007,0.00095237716,0.0038930762,0.0013834195,0.001113533,0.000012879279,0.00017885218,0.00003946946,0.009419369],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981923,0.000027820739,0.0005068962,0.00041010752,0.00029749118,0.00056538405],"domain_scores_gemma":[0.99892557,0.00005114141,0.00028058,0.0002619616,0.0004569462,0.00002378795],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015440297,0.000299604,0.00018069413,0.00035918452,0.0003254367,0.0005693086,0.00017246747,0.00028542624,0.0010504733],"category_scores_gemma":[0.00008982345,0.00033521905,0.00007339696,0.0011078047,0.00019359951,0.0030062303,0.00009559839,0.00032925818,0.0008462664],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000777547,0.00026366324,0.014552119,0.0010923677,0.000052526066,0.00009109827,0.00003962866,0.0004953431,0.00035593624,0.734782,0.003524484,0.24467309],"study_design_scores_gemma":[0.0007415962,0.00003090977,0.6406333,0.0009776647,0.00019092983,0.000014679328,0.00070122327,0.00049411244,0.00041052792,0.054253235,0.3010192,0.0005326436],"about_ca_topic_score_codex":0.00058806577,"about_ca_topic_score_gemma":0.00042345974,"teacher_disagreement_score":0.68052876,"about_ca_system_score_codex":0.0001239941,"about_ca_system_score_gemma":0.000038280417,"threshold_uncertainty_score":0.9999317},"labels":[],"label_agreement":null},{"id":"W1522150507","doi":"10.2139/ssrn.396601","title":"Do Prior Alliances Influence Contract Structure? Evidence from Technology Alliance Contracts","year":2003,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":56,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Alliance; Business; Corporate governance; Industrial organization; Opportunism; Relational contract; Contract management; Asset specificity; Contract theory; Sample (material); Microeconomics; Marketing; Economics; Finance; Market economy","score_opus":0.013061964541991569,"score_gpt":0.24160174353376435,"score_spread":0.22853977899177277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1522150507","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.982983,0.010401962,0.0023832999,0.0027668125,0.00048556947,0.00021431447,0.0000017187962,0.00009917876,0.00066417875],"genre_scores_gemma":[0.99574065,0.0023463627,0.00027227207,0.0008868395,0.00062978425,0.000007739974,0.0000048162788,0.000025983878,0.000085522435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9971226,0.000024154746,0.0004868763,0.00036996495,0.00034026412,0.00165615],"domain_scores_gemma":[0.99840117,0.000072635004,0.00065179216,0.00025600285,0.00060248753,0.000015946916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009876692,0.0002724775,0.00029037488,0.00018940978,0.00040074266,0.00055951683,0.00051710405,0.00022177327,0.0002289187],"category_scores_gemma":[0.0009860173,0.00023495605,0.000060639602,0.00097100687,0.000120147786,0.004079281,0.00003204215,0.001799238,0.000113065085],"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":[0.0001373539,0.00006515067,0.07735039,0.000025966896,0.00014994209,0.000020232175,0.000019284727,0.0005847983,0.023199072,0.8609816,0.000105194915,0.037361056],"study_design_scores_gemma":[0.0013901044,0.000056748675,0.060328063,0.0003913347,0.00010644535,0.00014080176,0.00043276465,0.00027333703,0.0022894396,0.90762496,0.026339171,0.00062683196],"about_ca_topic_score_codex":0.0002513547,"about_ca_topic_score_gemma":0.00089453236,"teacher_disagreement_score":0.046643402,"about_ca_system_score_codex":0.00024430847,"about_ca_system_score_gemma":0.00081181363,"threshold_uncertainty_score":0.95812297},"labels":[],"label_agreement":null},{"id":"W1522293706","doi":"10.4000/interventionseconomiques.134","title":"L’articulation compétences individuelles/compétences stratégiques : vers une solution de gestion intégrée des compétences","year":2009,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.06861950533540678,"score_gpt":0.28599754424050705,"score_spread":0.21737803890510027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1522293706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7293459,0.012500064,0.171749,0.06954543,0.002562532,0.0008985119,0.000035038833,0.0006750507,0.0126884505],"genre_scores_gemma":[0.97988033,0.0007454577,0.016605806,0.0006705376,0.0010909508,0.00004411215,0.00029072716,0.000026724934,0.00064535177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9970398,0.00018133858,0.0012654226,0.00059870834,0.0002158994,0.0006988609],"domain_scores_gemma":[0.997793,0.000110015404,0.0008947034,0.00028767876,0.0008602625,0.000054326832],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012481501,0.00049109646,0.0004887958,0.000671306,0.0009015303,0.0015371012,0.00046319258,0.00041037565,0.00064935855],"category_scores_gemma":[0.00022150826,0.00053266535,0.00042179343,0.001232313,0.0007998498,0.006141073,0.0000904869,0.0004572287,0.00023120163],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017238095,0.0016033399,0.068343356,0.0016418177,0.00026779438,0.00002236702,0.00073329837,0.005213114,0.0012797519,0.48145452,0.008825733,0.43044254],"study_design_scores_gemma":[0.0006992721,0.0003730885,0.5596447,0.0052692867,0.00038732355,0.000024293782,0.0015698472,0.044082314,0.0005662128,0.3784495,0.008102434,0.00083176064],"about_ca_topic_score_codex":0.014037699,"about_ca_topic_score_gemma":0.0071378686,"teacher_disagreement_score":0.49130133,"about_ca_system_score_codex":0.0004151977,"about_ca_system_score_gemma":0.00014730376,"threshold_uncertainty_score":0.99971247},"labels":[],"label_agreement":null},{"id":"W1522950642","doi":"10.1002/9780470515143.ch4","title":"Self‐Managing Networks","year":2007,"lang":"en","type":"other","venue":"","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":"University of Waterloo","funders":"","keywords":"Benchmarking; Computer science; Self-management; Data science; Artificial intelligence; Knowledge management; Business","score_opus":0.013921290646084017,"score_gpt":0.21756290257447686,"score_spread":0.20364161192839283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1522950642","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000015728815,0.00024738608,0.024160178,0.0002608555,0.0011951843,0.00017331136,2.3038307e-7,0.0013533703,0.9726079],"genre_scores_gemma":[0.002224736,0.00007438345,0.0011598929,0.0057561058,0.011405879,0.000008205864,0.00017702607,0.0005366203,0.9786571],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991318,0.0000014919694,0.00018973679,0.0002521904,0.00015209745,0.00027268994],"domain_scores_gemma":[0.99946433,0.0000054517077,0.0002411266,0.00021572846,0.000069156675,0.0000041759513],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018479195,0.00023478635,0.00018726233,0.0008654415,0.000064742926,0.00021665705,0.00018083153,0.00030192634,0.010065178],"category_scores_gemma":[0.0000057563193,0.00021140906,0.00004447556,0.0009811298,0.000022045166,0.00033618842,0.000076548444,0.00019116659,0.0016833689],"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":[0.000002591814,0.000019370022,0.00018122079,0.00018457444,0.000027180124,0.0000065506206,5.3626474e-7,0.000019298042,2.3171347e-7,0.26119283,0.73268896,0.0056766416],"study_design_scores_gemma":[0.00013329188,8.661012e-7,0.00012595413,0.000084096304,0.00003442336,5.485605e-7,0.000009457858,0.007081531,2.7565454e-7,0.00048859906,0.9917611,0.0002798753],"about_ca_topic_score_codex":0.0005108354,"about_ca_topic_score_gemma":0.00013683329,"teacher_disagreement_score":0.26070422,"about_ca_system_score_codex":0.000012487652,"about_ca_system_score_gemma":0.00000803272,"threshold_uncertainty_score":0.99909395},"labels":[],"label_agreement":null},{"id":"W1525079995","doi":"10.7202/1008444ar","title":"La gestion des compétences dans la stratégie de croissance d’une PME innovante: le cas Microtek","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.0267409815987689,"score_gpt":0.25515966718604666,"score_spread":0.22841868558727776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1525079995","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8222753,0.0017996094,0.031599537,0.12644577,0.0008544907,0.00030473917,0.000044712004,0.00016878372,0.016507085],"genre_scores_gemma":[0.9606928,0.004839755,0.014560303,0.0009316152,0.0014597178,0.000083114384,0.00031067478,0.000077100354,0.01704492],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9975285,0.00041315827,0.0007534119,0.0005195739,0.0001897347,0.0005956218],"domain_scores_gemma":[0.9957015,0.0025692414,0.00071184064,0.00032145742,0.00062257657,0.000073375544],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025683453,0.00043659937,0.0003650064,0.0004168474,0.00026413507,0.0009924851,0.00041269485,0.00051059097,0.0004084674],"category_scores_gemma":[0.0024311417,0.0005351025,0.00014989212,0.0006429935,0.00062830985,0.004357601,0.00018904688,0.0008889935,0.00034309764],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015260295,0.0010937456,0.34237564,0.00090169726,0.00017267681,0.00011916673,0.0013127254,0.019929113,0.0058361455,0.53266287,0.0062284777,0.08921514],"study_design_scores_gemma":[0.0012389433,0.000019374014,0.7853575,0.0020208426,0.00012180332,0.0006318659,0.000720462,0.013027627,0.00093493174,0.031018553,0.16421585,0.00069228694],"about_ca_topic_score_codex":0.006640536,"about_ca_topic_score_gemma":0.0011605084,"teacher_disagreement_score":0.5016443,"about_ca_system_score_codex":0.0006978994,"about_ca_system_score_gemma":0.00031997764,"threshold_uncertainty_score":0.9999743},"labels":[],"label_agreement":null},{"id":"W1528132648","doi":"10.1108/19348830810915541","title":"Asymmetry, heterogeneity and inter‐firm relationships","year":2008,"lang":"en","type":"article","venue":"International journal of organizational analysis","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université Laval; HEC Montréal","funders":"","keywords":"Transaction cost; Industrial organization; Categorization; Perspective (graphical); Originality; Value (mathematics); Economics; Asymmetry; Conceptual framework; Resource (disambiguation); Information asymmetry; Resource-based view; Framing (construction); Microeconomics; Computer science; Management; Sociology; Competitive advantage","score_opus":0.029355327242204462,"score_gpt":0.24014622447340458,"score_spread":0.21079089723120012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528132648","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9531748,0.000103414306,0.040158905,0.0042265295,0.00052432966,0.000036454065,0.0000054632856,0.000024618357,0.0017454408],"genre_scores_gemma":[0.99701744,0.000044180175,0.0008336164,0.0008298635,0.0010896029,6.1492614e-7,0.00009773058,0.000012428154,0.000074524214],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986845,0.000015980664,0.00054828735,0.0001393407,0.00052198203,0.000089905705],"domain_scores_gemma":[0.99654406,0.0000534615,0.0006127983,0.00007844057,0.0026953313,0.000015912074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034478924,0.0001167948,0.00020467726,0.0012586138,0.0001949472,0.00015276649,0.0002792991,0.000063333835,0.0003756392],"category_scores_gemma":[0.0004791635,0.00010459534,0.00011588088,0.0019934285,0.00007684301,0.0014524177,0.00008793566,0.00017330427,0.000042416752],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000037627113,0.0000912602,0.9661611,0.0000059232943,0.0010575296,0.000034631354,0.000029570885,0.0010407795,0.00025806707,0.030112473,0.0008783378,0.00029270555],"study_design_scores_gemma":[0.00046881082,0.000008364342,0.9856614,0.000014815905,0.00040624558,0.000164078,0.00006016541,0.0040712073,0.00016496603,0.0035138198,0.0053073647,0.00015879823],"about_ca_topic_score_codex":0.000052624633,"about_ca_topic_score_gemma":0.00004619411,"teacher_disagreement_score":0.043842595,"about_ca_system_score_codex":0.00004716539,"about_ca_system_score_gemma":0.000048129594,"threshold_uncertainty_score":0.42652744},"labels":[],"label_agreement":null},{"id":"W1528904393","doi":"10.59876/a-ms1r-60h5","title":"Ressources, compétences, et stratégie de la firme : Une discussion de l'opposition entre la vision Porterienne et la vision fondée sur les compétences","year":2006,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.010916217153299044,"score_gpt":0.2650783036240312,"score_spread":0.25416208647073213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1528904393","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30920246,0.0009457573,0.0761527,0.1122125,0.0022731102,0.0008139448,0.00011415374,0.00039321952,0.49789214],"genre_scores_gemma":[0.98596334,0.00051633007,0.0037832698,0.0011625596,0.0006384033,0.000039481838,0.002005646,0.00004942139,0.005841533],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719,0.0002934433,0.00072545576,0.00060077204,0.0007053005,0.00048505352],"domain_scores_gemma":[0.9985528,0.00019498167,0.0006214717,0.00023560444,0.00036318597,0.0000319385],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0020101457,0.0004342606,0.00029126205,0.0005272361,0.00042406016,0.0021104293,0.00056582235,0.00030205466,0.00076714804],"category_scores_gemma":[0.000044429125,0.00037646046,0.00014278003,0.0007503707,0.00036764008,0.0029083749,0.00034522117,0.00044626358,0.00007553211],"study_design_candidate":"theoretical_or_conceptual","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":[0.00036998096,0.001673902,0.035920236,0.0007996164,0.00016614811,0.00033320626,0.00020249239,0.006568126,0.0009272921,0.8481277,0.04434888,0.060562402],"study_design_scores_gemma":[0.0015439562,0.00006610854,0.42744,0.0020559896,0.00015041608,0.00003631356,0.0011358667,0.027309524,0.000047660476,0.045407835,0.4942747,0.00053162494],"about_ca_topic_score_codex":0.0042499956,"about_ca_topic_score_gemma":0.00076828204,"teacher_disagreement_score":0.8027199,"about_ca_system_score_codex":0.0001754727,"about_ca_system_score_gemma":0.000049506474,"threshold_uncertainty_score":0.99986875},"labels":[],"label_agreement":null},{"id":"W1531940589","doi":"10.5772/22694","title":"Inter-Organizational Collaboration in Dynamic, Short-Term Supply Chains","year":2011,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Business Strategy and Innovation","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":"Wilfrid Laurier University","funders":"","keywords":"Term (time); Business; Supply chain; Dynamic capabilities; Process management; Industrial organization; Marketing; Physics","score_opus":0.019463996172046843,"score_gpt":0.23106037684577724,"score_spread":0.2115963806737304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1531940589","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0025649779,0.000040744555,0.0037524223,0.0003754232,0.0009905586,0.00059764733,0.000026734779,0.00023541383,0.9914161],"genre_scores_gemma":[0.8616582,0.000009213757,0.00007125341,0.0006708806,0.0006477448,0.00003463894,0.0008475862,0.00011205713,0.13594843],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9984554,0.0000037661796,0.0006155188,0.00044370352,0.0002458152,0.00023578503],"domain_scores_gemma":[0.99859166,0.000012239531,0.00032228552,0.00030222966,0.0007618586,0.000009706491],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018238433,0.0004031326,0.000336614,0.0008986575,0.000100068384,0.00025425627,0.00031876765,0.00049291283,0.0014263759],"category_scores_gemma":[0.000032887478,0.00042693695,0.00006302219,0.00015730374,0.00011565581,0.00055785564,0.00017351072,0.00045480693,0.00039670125],"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":[0.00006274645,0.000035562876,0.0012593855,0.0001899997,0.000044158096,0.00003752533,0.00008428368,7.0581393e-7,0.0034433317,0.9834341,0.00051052263,0.010897692],"study_design_scores_gemma":[0.0014170539,0.000081711536,0.006415104,0.0027661528,0.00022779495,0.000026251144,0.00018014637,0.00079201465,0.0038551982,0.56357616,0.4176915,0.002970945],"about_ca_topic_score_codex":0.000072132774,"about_ca_topic_score_gemma":0.0013920092,"teacher_disagreement_score":0.8590932,"about_ca_system_score_codex":0.00014518356,"about_ca_system_score_gemma":0.000109558576,"threshold_uncertainty_score":0.99981827},"labels":[],"label_agreement":null},{"id":"W1533772008","doi":"","title":"The Evolution of Crocs, Inc.: Will Crocs Face Extinction?","year":2009,"lang":"en","type":"article","venue":"Journal of the International Academy of Case Studies","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Marketing; Product (mathematics); Competitor analysis; Competition (biology); Business; Promotion (chess); Shareholder; Finance; Political science; Law","score_opus":0.02762961697412172,"score_gpt":0.29421783070192326,"score_spread":0.26658821372780156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1533772008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.929212,0.0025095637,0.00049752404,0.06274739,0.001476467,0.00012807838,0.0000039664096,0.000010504218,0.0034145336],"genre_scores_gemma":[0.9977375,0.00018522218,0.00006067161,0.0006504935,0.0010623478,0.0000010103121,3.7325262e-7,0.00000442915,0.00029793126],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986558,0.000012577833,0.00068116665,0.00007268773,0.00048213158,0.00009564928],"domain_scores_gemma":[0.9971681,0.000094444295,0.0015419205,0.000056638193,0.0011346587,0.0000042103857],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070043065,0.000102553226,0.00018412461,0.00016144807,0.00027253313,0.000048061636,0.0003874175,0.00005351402,0.000017878505],"category_scores_gemma":[0.00047956876,0.00005674508,0.00011686563,0.00033661575,0.00015652853,0.0011687751,0.000114789225,0.00025128643,0.0000020280443],"study_design_candidate":"theoretical_or_conceptual","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":[0.0020346674,0.0007723355,0.028749611,0.00036560153,0.0029797754,0.00009029739,0.00076853833,0.009727914,0.025418574,0.7463033,0.13531697,0.04747243],"study_design_scores_gemma":[0.003221843,0.00016869999,0.28422245,0.001022486,0.000700507,0.0022245483,0.011141791,0.003602207,0.008665131,0.2859467,0.3985093,0.0005743602],"about_ca_topic_score_codex":0.000025038815,"about_ca_topic_score_gemma":0.000008543782,"teacher_disagreement_score":0.4603566,"about_ca_system_score_codex":0.000087729895,"about_ca_system_score_gemma":0.000026662472,"threshold_uncertainty_score":0.23139973},"labels":[],"label_agreement":null},{"id":"W1536353914","doi":"","title":"IT CAPABILITIES AND FIRM PERFORMANCE: A RESOURCE-BASED, ALLIANCE PERSPECTIVE","year":2007,"lang":"en","type":"article","venue":"Carleton University's Institutional Repository (MacOdrum Library, Carleton University)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Transaction cost; Alliance; Perspective (graphical); Resource-based view; Resource (disambiguation); Business; Industrial organization; Knowledge management; Database transaction; Scale (ratio); Phenomenon; Key (lock); Information technology; Marketing; Computer science; Competitive advantage; Finance; Computer security","score_opus":0.00984614009444043,"score_gpt":0.17471613970522717,"score_spread":0.16486999961078674,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1536353914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51672924,0.00012876527,0.0007075922,0.001854821,0.000509626,0.00026774246,0.000016109567,0.00030852444,0.47947758],"genre_scores_gemma":[0.98062336,0.00005658339,0.00026433417,0.0016457854,0.0007555904,4.215178e-7,0.0001054973,0.000030859555,0.016517559],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796915,0.00003742426,0.00028100435,0.00073506543,0.0004602477,0.0005170792],"domain_scores_gemma":[0.9987372,0.00009626912,0.00029040207,0.0003441892,0.00044570395,0.00008623873],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00021734138,0.00039415245,0.00031167598,0.0010452695,0.0017163176,0.00025355068,0.00055010186,0.0002935123,0.00013604455],"category_scores_gemma":[0.000036080957,0.00048049784,0.00015749909,0.0018666298,0.0010171682,0.006088505,0.00033751345,0.00043498675,0.00003016293],"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":[0.002269635,0.00026339095,0.07370457,0.0005750332,0.000181316,0.0020739462,0.0004024801,0.003962188,0.0017230301,0.90176696,0.011925868,0.0011515713],"study_design_scores_gemma":[0.0016625946,0.00005517919,0.029620856,0.00020234322,0.00014256281,0.000040224244,0.007764277,0.0013497735,0.0011147473,0.00013748246,0.9572246,0.0006853297],"about_ca_topic_score_codex":0.00048953976,"about_ca_topic_score_gemma":0.000055718763,"teacher_disagreement_score":0.9452988,"about_ca_system_score_codex":0.0005863064,"about_ca_system_score_gemma":0.00050056947,"threshold_uncertainty_score":0.9997647},"labels":[],"label_agreement":null},{"id":"W1536888387","doi":"","title":"Discovering the 'Natural Laws' of Governance","year":2011,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","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":"Institute on Governance","funders":"","keywords":"Corporate governance; Self-governance; Cybernetics; Control (management); Process (computing); Government (linguistics); Business; Computer science; Economics; Management; Artificial intelligence","score_opus":0.02547157028508365,"score_gpt":0.1969537951974084,"score_spread":0.17148222491232476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1536888387","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59057254,0.000051258852,0.0006173964,0.0006690961,0.00045647236,0.00007641498,4.2652476e-7,0.000043804794,0.4075126],"genre_scores_gemma":[0.9985863,0.0000030040626,0.00010259463,0.0005822229,0.0001933356,0.0000023853554,0.0000024726903,0.0000049463033,0.0005227288],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999653,0.0000011105116,0.00011485514,0.000067840425,0.000081807935,0.00008139605],"domain_scores_gemma":[0.9996912,0.000005052847,0.000114558,0.00011204673,0.000076245524,8.95204e-7],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008379485,0.000053628308,0.00005456009,0.000016533108,0.000056704477,0.00003381675,0.0001371493,0.00001618929,0.00039143293],"category_scores_gemma":[0.000018640467,0.000031158736,0.00002181169,0.00028483773,0.00004150318,0.0010231666,0.00005362875,0.00005034388,0.00004864416],"study_design_candidate":"theoretical_or_conceptual","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":[0.000014565194,0.000017125529,0.009546158,0.000030546496,0.0000057808993,4.3883963e-7,0.000024075534,0.0000051998686,0.00061314,0.9864923,0.0008481518,0.0024025296],"study_design_scores_gemma":[0.00028406034,0.0000044606204,0.9515612,0.0000404008,0.000021371943,9.84139e-7,0.00026786656,0.0021592176,0.0035889307,0.013254852,0.02863097,0.0001857028],"about_ca_topic_score_codex":0.0013169744,"about_ca_topic_score_gemma":0.00012250416,"teacher_disagreement_score":0.97323745,"about_ca_system_score_codex":0.000003407663,"about_ca_system_score_gemma":0.000005016457,"threshold_uncertainty_score":0.4285916},"labels":[],"label_agreement":null},{"id":"W1540934528","doi":"","title":"The strategic importance of the real world: connectivity analysis of the artificial disc","year":2010,"lang":"en","type":"article","venue":"Academy of Management Annual Meeting","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Passion; Compassion; Management; Art history; Sociology; Art; Psychology; Political science; Social psychology","score_opus":0.02417508660527965,"score_gpt":0.26479665673393715,"score_spread":0.2406215701286575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540934528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95450556,0.000017725946,0.000010301358,0.004025147,0.0003314819,0.00032449432,0.0000074534564,0.000020099247,0.04075774],"genre_scores_gemma":[0.99917525,0.000010402728,0.00003237016,0.00023445084,0.00027229768,0.00001229065,0.000004364669,0.000011857018,0.0002467039],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982631,0.00004053636,0.00072643405,0.0002407762,0.00048335694,0.0002457632],"domain_scores_gemma":[0.99791837,0.00014418134,0.0014195,0.00033191516,0.00018057355,0.0000054731117],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017104232,0.00016536108,0.00028173608,0.00025313976,0.00042226704,0.00006639628,0.0008167821,0.00008332779,0.0000408177],"category_scores_gemma":[0.000108233835,0.00009024173,0.0002104859,0.0038891332,0.00036732748,0.00051549403,0.00041345705,0.00036442475,0.0000018223927],"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":[0.000045351804,0.000061173814,0.20585284,0.00013624356,0.0003613182,1.6752192e-7,0.000045570618,0.0006609964,0.0025131048,0.7877019,0.0002703922,0.0023509262],"study_design_scores_gemma":[0.00017525467,0.0000035994003,0.9691306,0.00007317047,0.0008802166,6.553961e-8,0.0017979473,0.002841807,0.0019522145,0.020367071,0.0026215601,0.00015653252],"about_ca_topic_score_codex":0.00038018907,"about_ca_topic_score_gemma":0.0018054587,"teacher_disagreement_score":0.7673349,"about_ca_system_score_codex":0.000009876878,"about_ca_system_score_gemma":0.000012373089,"threshold_uncertainty_score":0.36799508},"labels":[],"label_agreement":null},{"id":"W154132860","doi":"10.4000/interventionseconomiques.2015","title":"Pôles transmédia, actions d’intermédiation et construction de liens au sein de l’industrie du multimédia des aires métropolitaines de Lille, Lyon et Marseille","year":2013,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.06388923080110846,"score_gpt":0.2989535610605435,"score_spread":0.23506433025943502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W154132860","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8654136,0.0012703674,0.07142946,0.034147453,0.0013682351,0.0007526989,0.000088284745,0.00037761836,0.025152288],"genre_scores_gemma":[0.9835409,0.0011730444,0.006727373,0.0013776304,0.0012426012,0.00034395786,0.00030824766,0.00008198753,0.0052042715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99743575,0.00026342022,0.0009556045,0.00046515593,0.00009490951,0.00078513497],"domain_scores_gemma":[0.99803996,0.00017783277,0.0005992168,0.00029739787,0.0008084689,0.00007709889],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001015981,0.00043881312,0.00038682093,0.0008194319,0.0007732932,0.0016626135,0.0002826751,0.00048256922,0.0027980672],"category_scores_gemma":[0.000509189,0.000523429,0.00047887,0.0006297877,0.0007066047,0.0060947863,0.00010362505,0.0005194281,0.00028948492],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010870133,0.0013793905,0.20149603,0.0022335618,0.000534526,0.000015406295,0.0013090646,0.0037220533,0.0018386182,0.5830925,0.03198037,0.17228977],"study_design_scores_gemma":[0.0028167225,0.00027008838,0.5996552,0.0058738473,0.0008297501,0.00023500684,0.00997899,0.063750535,0.0029669756,0.0845716,0.22726575,0.0017855087],"about_ca_topic_score_codex":0.10369979,"about_ca_topic_score_gemma":0.015622141,"teacher_disagreement_score":0.49852088,"about_ca_system_score_codex":0.0012327085,"about_ca_system_score_gemma":0.0005510285,"threshold_uncertainty_score":0.9997217},"labels":[],"label_agreement":null},{"id":"W1546970988","doi":"10.58729/1941-6687.1298","title":"The Evolution of an Internet Market Exchange and Value System: Examples From The Motion Control Industry","year":2015,"lang":"en","type":"article","venue":"Communications of the IIMA","topic":"Business Strategy and Innovation","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":"Prince Albert Grand Council","funders":"","keywords":"Disintermediation; The Internet; Industrial organization; Business; Control (management); Value (mathematics); First-mover advantage; Marketing; Economics; Computer science; Management; Finance","score_opus":0.052281449837526056,"score_gpt":0.2447898839276005,"score_spread":0.19250843409007445,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1546970988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9581245,0.0029010668,0.0016300066,0.015532527,0.0004296172,0.000627921,0.00003276229,0.00005655434,0.020665051],"genre_scores_gemma":[0.99946624,0.0000134168595,0.00013651876,0.0001176099,0.0001256174,0.00002302519,0.000024638666,0.000007097233,0.000085841035],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99933046,0.00013552803,0.00025101812,0.000077440556,0.00013336727,0.000072200906],"domain_scores_gemma":[0.9975954,0.0001817093,0.0003965485,0.0014720447,0.0003493918,0.000004898213],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010231775,0.0000715941,0.00009577933,0.00003638035,0.00028016273,0.000093856135,0.0013098215,0.00007865235,0.000008075584],"category_scores_gemma":[0.00032483044,0.000039177583,0.000024583143,0.00030761323,0.00028757643,0.00051519973,0.0005129571,0.00017637847,0.0000023413318],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018899616,0.00020732159,0.09168284,0.00016797722,0.00013120862,9.0544304e-8,0.000523731,0.00021139708,0.0008043524,0.8737264,0.01316268,0.019192956],"study_design_scores_gemma":[0.0012753559,0.000017318329,0.81248,0.00035406352,0.00021360592,0.000002543111,0.008509541,0.1241514,0.00011282993,0.019630378,0.033083487,0.00016949595],"about_ca_topic_score_codex":0.0077819983,"about_ca_topic_score_gemma":0.00053427374,"teacher_disagreement_score":0.85409606,"about_ca_system_score_codex":0.000039282088,"about_ca_system_score_gemma":0.00002619931,"threshold_uncertainty_score":0.99882525},"labels":[],"label_agreement":null},{"id":"W1551400057","doi":"","title":"CONFLICTS PREVENTION IN TEAM- WORK","year":2008,"lang":"en","type":"article","venue":"Management and Marketing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Dominance (genetics); Reciprocal; Quarter (Canadian coin); Psychology; Public relations; Social psychology; Management; Sociology; Political science; Economics; Geography","score_opus":0.024644591326616658,"score_gpt":0.21535582203791842,"score_spread":0.19071123071130175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1551400057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7125729,0.00008152777,0.00022549515,0.00033515185,0.0001499719,0.00023892337,6.365812e-8,0.00007786527,0.28631812],"genre_scores_gemma":[0.99479806,0.00008193947,0.00036531614,0.00054770574,0.00022882638,0.000026587666,0.000017901222,0.0000131715115,0.00392051],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991898,0.000013763467,0.00023067932,0.00022382419,0.0001319772,0.00020994806],"domain_scores_gemma":[0.9997219,0.000019008265,0.00011248357,0.00010110777,0.000040504972,0.000005002121],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00072750874,0.000120015415,0.000113325565,0.0003058559,0.00018271325,0.00009927527,0.00008023497,0.000043684373,0.00010496018],"category_scores_gemma":[0.000039927207,0.00012157353,0.00002158811,0.0007677244,0.0000369647,0.00074690493,0.00013144733,0.00008530235,0.000044518347],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003274609,0.00015508306,0.8259735,0.00075539266,0.000039191505,0.00007216897,0.000081013626,0.00006509643,0.00005149797,0.051081922,0.011783942,0.109613724],"study_design_scores_gemma":[0.000720902,0.0000028723134,0.9092295,0.00017672998,0.000015792852,0.0000017727012,0.0001785064,0.000635348,0.0000036065387,0.0008090233,0.088035464,0.00019044503],"about_ca_topic_score_codex":0.000039007205,"about_ca_topic_score_gemma":0.000013327715,"teacher_disagreement_score":0.28239763,"about_ca_system_score_codex":0.000012184324,"about_ca_system_score_gemma":0.0000025719892,"threshold_uncertainty_score":0.49576247},"labels":[],"label_agreement":null},{"id":"W1552129490","doi":"","title":"DETERMINANTS DE LA COMMUNICATION SOCIALE ET ENVIRONNEMENTALE DES ENTREPRISES FRANCAISES","year":2007,"lang":"fr","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":12,"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; Philosophy","score_opus":0.028152514922131926,"score_gpt":0.3114524958155734,"score_spread":0.28329998089344144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1552129490","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80678684,0.0013072556,0.000036523492,0.00088447623,0.00022409011,0.0002538747,0.000005391114,0.000026185164,0.19047534],"genre_scores_gemma":[0.98058295,0.013164706,0.000799781,0.00040557914,0.00030834,0.000023470655,0.000041695628,0.000042575703,0.00463092],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980484,0.00018334518,0.0005225887,0.00034247656,0.00016076992,0.000742393],"domain_scores_gemma":[0.99846786,0.00069753855,0.0002202471,0.00039987548,0.00018475032,0.000029726003],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005554442,0.00019419022,0.00022433497,0.0003934463,0.00063697563,0.00045658447,0.00038603265,0.00028963634,0.0006241943],"category_scores_gemma":[0.00065910723,0.00024075252,0.00006888342,0.00041671636,0.0014453126,0.0016752345,0.00031694796,0.0005955755,0.00008725494],"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":[0.00007806906,0.00040752697,0.38244796,0.0002944697,0.000022372118,0.000023938306,0.00030637323,0.00021328282,0.00048187794,0.017697446,0.00018527711,0.5978414],"study_design_scores_gemma":[0.0011768183,0.000021890193,0.57796645,0.00053866423,0.000020467418,0.000011765571,0.0038324902,0.0023313586,0.0009083004,0.012298465,0.40046448,0.00042887585],"about_ca_topic_score_codex":0.0009856801,"about_ca_topic_score_gemma":0.002513199,"teacher_disagreement_score":0.5974125,"about_ca_system_score_codex":0.0004978165,"about_ca_system_score_gemma":0.00016184676,"threshold_uncertainty_score":0.98176026},"labels":[],"label_agreement":null},{"id":"W1553165006","doi":"10.7202/028909ar","title":"Formation et résolution de problèmes en groupe dans un milieu organisationnel : un schéma d’observation et d’analyse","year":2005,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.027081237168993036,"score_gpt":0.23227498312385217,"score_spread":0.20519374595485912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553165006","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67340547,0.0015774984,0.18443644,0.128872,0.0005362279,0.00077588594,0.000027940972,0.0003062574,0.010062251],"genre_scores_gemma":[0.9821509,0.0003886979,0.009495171,0.0018659646,0.0011242082,0.00006162853,0.0018362679,0.00006246559,0.0030147003],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99749255,0.00021996908,0.000988983,0.00041004326,0.0004128027,0.00047567947],"domain_scores_gemma":[0.9978974,0.00016161191,0.0007624488,0.00034331306,0.0008010814,0.0000341774],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016136217,0.00039489535,0.00026800146,0.0005880411,0.0009396411,0.0005790438,0.00025349346,0.0008561785,0.0011664149],"category_scores_gemma":[0.00066450035,0.0004501841,0.00010880357,0.002914965,0.00011752269,0.0105912695,0.00010703758,0.0008513667,0.00068087375],"study_design_candidate":"theoretical_or_conceptual","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":[0.000056280176,0.00073214655,0.056559138,0.00013019066,0.00022025612,0.000004616552,0.00487737,0.07796161,0.0030264403,0.7536035,0.011378288,0.091450125],"study_design_scores_gemma":[0.0022473198,0.000045188885,0.44338334,0.0006505975,0.0008176598,0.00003539756,0.006943196,0.3019922,0.003278037,0.020979308,0.21849334,0.0011344026],"about_ca_topic_score_codex":0.00089056895,"about_ca_topic_score_gemma":0.00046388927,"teacher_disagreement_score":0.73262423,"about_ca_system_score_codex":0.00051868556,"about_ca_system_score_gemma":0.00032962655,"threshold_uncertainty_score":0.999795},"labels":[],"label_agreement":null},{"id":"W1553648785","doi":"","title":"Recherche d'entreprises (ICRIQ) au Bas-Saint-Laurent, Bas du fleuve, Québec","year":2003,"lang":"fr","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science","score_opus":0.09748072900224135,"score_gpt":0.2698324662377949,"score_spread":0.17235173723555353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1553648785","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.100870065,0.007490946,0.013010521,0.10041397,0.008473032,0.0008432425,0.000008086282,0.00058863225,0.7683015],"genre_scores_gemma":[0.76323366,0.00074630877,0.0036648852,0.010887428,0.0037111028,0.00005210264,0.00013873343,0.00014454871,0.21742123],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970238,0.00019974903,0.0008147763,0.0007246426,0.00036125662,0.0008757398],"domain_scores_gemma":[0.99769217,0.00025234252,0.00042398274,0.0005787886,0.0010075923,0.000045143235],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021474047,0.00055394205,0.00043875838,0.00034578674,0.00053726236,0.00073868607,0.0003777081,0.0006115805,0.02575543],"category_scores_gemma":[0.002154288,0.00054287113,0.00019543586,0.0021272276,0.00023702187,0.0032858485,0.00014281037,0.00068125554,0.004612075],"study_design_candidate":"not_applicable","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":[0.000054887,0.00056952157,0.2716573,0.0007427444,0.000119935314,0.000030573283,0.000121126555,0.000130807,0.00025951353,0.502273,0.19383624,0.030204317],"study_design_scores_gemma":[0.0009233953,0.0000171696,0.022785245,0.00023553408,0.00018074622,0.000012452573,0.000857591,0.0014190151,0.00058143114,0.0060227043,0.9662544,0.00071031775],"about_ca_topic_score_codex":0.17212126,"about_ca_topic_score_gemma":0.03578672,"teacher_disagreement_score":0.77241814,"about_ca_system_score_codex":0.0007398659,"about_ca_system_score_gemma":0.0007202003,"threshold_uncertainty_score":0.9997023},"labels":[],"label_agreement":null},{"id":"W1557898865","doi":"","title":"Comprendre le processus d'innovation : l'innovation dans les industries de services dynamiques","year":2000,"lang":"fr","type":"article","venue":"Direction des etudes analytiques : documents de recherche","topic":"Business Strategy and Innovation","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":"Statistics Canada","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.10806666853529345,"score_gpt":0.34994746912197444,"score_spread":0.241880800586681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1557898865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8145804,0.0031488324,0.013093802,0.0060310625,0.0003840595,0.00060992705,0.000018238261,0.0007453662,0.16138835],"genre_scores_gemma":[0.9285247,0.004307568,0.004256375,0.0014539347,0.0010517602,0.00013952109,0.00086386275,0.00012110766,0.0592812],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965082,0.00045498382,0.0011489112,0.00068289234,0.00041460388,0.00079043256],"domain_scores_gemma":[0.996334,0.00011846097,0.00077513786,0.00033589502,0.002402877,0.00003363797],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034505716,0.000597823,0.00046909836,0.0010534672,0.0008880016,0.0016225984,0.00044243838,0.0013019642,0.0018788058],"category_scores_gemma":[0.0003655846,0.0006765494,0.00010229212,0.009547143,0.0003190515,0.0065151597,0.00009061399,0.0012441614,0.000087608394],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002767768,0.00082640065,0.122502014,0.0034043856,0.00048252242,0.000016332884,0.0019501864,0.0022567164,0.0032380137,0.13576038,0.0023687817,0.7269175],"study_design_scores_gemma":[0.0021148135,0.00019107701,0.17290689,0.004707908,0.00080351304,0.000082965984,0.008116522,0.059275992,0.014647369,0.13201743,0.6028091,0.0023264468],"about_ca_topic_score_codex":0.026293334,"about_ca_topic_score_gemma":0.0040697856,"teacher_disagreement_score":0.724591,"about_ca_system_score_codex":0.0016249407,"about_ca_system_score_gemma":0.00047215904,"threshold_uncertainty_score":0.9999946},"labels":[],"label_agreement":null},{"id":"W1565948322","doi":"10.1002/smj.2386","title":"“We do what we must, and call it by the best names”: Can deliberate names offset the consequences of organizational atypicality?","year":2015,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Competitor analysis; Hedge fund; Business; Financial crisis; Economics; Marketing; Finance","score_opus":0.04702771854706159,"score_gpt":0.25021437873998076,"score_spread":0.20318666019291917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1565948322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5232818,0.0065817414,0.00060118566,0.33037177,0.0018755557,0.0010530126,0.0000265522,0.00008499332,0.13612339],"genre_scores_gemma":[0.9935162,0.002173715,0.000079183126,0.0026986303,0.00051189377,0.000009752516,0.000042825755,0.00001778927,0.00094999396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99833745,0.000063863365,0.00054253824,0.00022880198,0.0005498718,0.00027748712],"domain_scores_gemma":[0.998577,0.00004175434,0.00052990526,0.00020956539,0.0006117462,0.000030047553],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010291741,0.00022716746,0.00020037682,0.00013876111,0.0005039163,0.0018898323,0.00044879512,0.00007349414,0.00026398318],"category_scores_gemma":[0.000028058563,0.00013177519,0.000043277596,0.0008008453,0.00042137646,0.0012286439,0.00014918875,0.0003060218,0.00002473813],"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":[0.00009187489,0.00011989278,0.0030047083,0.00022078754,0.00021702709,0.000029075209,0.00035508478,0.00022830447,0.00009438579,0.96468335,0.02658013,0.004375356],"study_design_scores_gemma":[0.0017583119,0.00007009632,0.0006512962,0.0005160254,0.00034664053,0.0001348998,0.08385541,0.002523426,0.00005548742,0.85145175,0.058102697,0.00053396006],"about_ca_topic_score_codex":0.00012772532,"about_ca_topic_score_gemma":0.000071180824,"teacher_disagreement_score":0.4702344,"about_ca_system_score_codex":0.000033504653,"about_ca_system_score_gemma":0.000099075114,"threshold_uncertainty_score":0.9991463},"labels":[],"label_agreement":null},{"id":"W1572193944","doi":"10.4000/osp.3178","title":"Logiques économiques, subjectives et objectives de recrutement","year":2003,"lang":"fr","type":"article","venue":"L’Orientation scolaire et professionnelle","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Employment and Social Development Canada","funders":"","keywords":"Humanities; Art","score_opus":0.034813399839376175,"score_gpt":0.30797283378549317,"score_spread":0.27315943394611697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572193944","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.590361,0.009185349,0.075328484,0.05491592,0.016488446,0.0037032422,0.000022201197,0.0007488025,0.24924658],"genre_scores_gemma":[0.97267044,0.00055957126,0.0042086453,0.0061365967,0.00057188084,0.00030774742,0.00014822763,0.00007812313,0.01531875],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.996901,0.00068081147,0.0007901859,0.0007085921,0.00029761103,0.0006218275],"domain_scores_gemma":[0.99771774,0.00020996375,0.0007710553,0.00034667025,0.00091002835,0.000044554647],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027396665,0.00046050985,0.0003850715,0.00039502757,0.0007417643,0.0005873853,0.00022047893,0.00041274857,0.0016832242],"category_scores_gemma":[0.0007650887,0.00047138147,0.00012478151,0.0012900425,0.00017967279,0.0063555236,0.0001300148,0.00061373546,0.00030716707],"study_design_candidate":"theoretical_or_conceptual","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":[0.00016315098,0.00072107767,0.067977555,0.00092689367,0.00008513718,0.0000138933465,0.004634728,0.0002992164,0.0006715589,0.90623635,0.0143748205,0.0038956292],"study_design_scores_gemma":[0.0051284796,0.00028429742,0.34893557,0.0051190904,0.00031159836,0.000026959568,0.07157258,0.002262049,0.012053673,0.22318093,0.32876968,0.0023550799],"about_ca_topic_score_codex":0.00064435386,"about_ca_topic_score_gemma":0.00047528284,"teacher_disagreement_score":0.6830554,"about_ca_system_score_codex":0.0003212257,"about_ca_system_score_gemma":0.0006589131,"threshold_uncertainty_score":0.9997738},"labels":[],"label_agreement":null},{"id":"W1572705097","doi":"10.1108/17511061011075392","title":"The financial value of corporations in a cobweb economy","year":2010,"lang":"en","type":"article","venue":"International Journal of Wine Business Research","topic":"Business Strategy and Innovation","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":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Context (archaeology); Debt; Financial modeling; Consumption (sociology); Equity (law); Economics; Production (economics); Financial market; Negotiation; Business; Profit (economics); Value (mathematics); Finance; Economy; Microeconomics; Computer science","score_opus":0.04395348934424717,"score_gpt":0.3308927527305694,"score_spread":0.28693926338632225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572705097","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91747403,0.000067293135,0.0010510784,0.04727125,0.0044005294,0.00025043046,0.000003441753,0.0000108006225,0.029471157],"genre_scores_gemma":[0.99355185,0.000018008575,0.00017167711,0.00016825604,0.005979922,0.000006890568,0.0000112401385,0.00001061215,0.00008154161],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99837315,0.000021953438,0.00067263865,0.00010385029,0.0006397808,0.00018861963],"domain_scores_gemma":[0.98895866,0.00018228177,0.00053295534,0.0001377459,0.010179002,0.000009369977],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0021722065,0.000087991684,0.00015522087,0.00093207706,0.00014476509,0.0003112954,0.0007700497,0.00007530561,0.00014542612],"category_scores_gemma":[0.0029717954,0.00006437712,0.000051786894,0.001433612,0.00024884782,0.001198969,0.00013705378,0.00058535655,0.000022642625],"study_design_candidate":"theoretical_or_conceptual","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":[0.0005889294,0.00038587817,0.043128442,0.000063225394,0.000050716444,0.00005633619,0.000036838617,0.0014237548,0.0086750155,0.9214559,0.0122722685,0.011862647],"study_design_scores_gemma":[0.001386747,0.000019536401,0.6077989,0.00012227049,0.000008598503,0.000029653693,0.00011557556,0.0041621793,0.0004502536,0.06805206,0.3177203,0.0001339647],"about_ca_topic_score_codex":0.00039272194,"about_ca_topic_score_gemma":0.00030044199,"teacher_disagreement_score":0.85340387,"about_ca_system_score_codex":0.000037279875,"about_ca_system_score_gemma":0.00038910363,"threshold_uncertainty_score":0.35577312},"labels":[],"label_agreement":null},{"id":"W1572952462","doi":"10.7202/1027864ar","title":"Le déploiement d’innovations inter-filiales au sein d’une multinationale1","year":2014,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.025712909367153394,"score_gpt":0.24864036867154027,"score_spread":0.22292745930438687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1572952462","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008358627,0.00014226367,0.14028251,0.15252265,0.011386934,0.0006651496,0.000036297675,0.0002372968,0.6863683],"genre_scores_gemma":[0.9198488,0.000057532856,0.0042557977,0.0061649727,0.004191033,0.00016672927,0.0016999372,0.00007396869,0.063541204],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99695295,0.00003308552,0.0009861995,0.0006841679,0.0007929703,0.0005506552],"domain_scores_gemma":[0.99764365,0.000066205306,0.00063748047,0.0004095266,0.0012170094,0.0000261232],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009930795,0.00044308152,0.0002960017,0.0010498776,0.0005692312,0.00084855256,0.0008182535,0.00016965134,0.0018445011],"category_scores_gemma":[0.0001732717,0.0005333333,0.0001569153,0.0015418452,0.00023325466,0.0030824945,0.0006043181,0.00029088985,0.002115766],"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":[0.000041980067,0.0006931493,0.009100379,0.0004856311,0.00033830068,0.000010152328,0.00005314231,0.00081092946,0.000058527425,0.86072415,0.06936775,0.0583159],"study_design_scores_gemma":[0.0016263688,0.000017489612,0.050200418,0.0004081119,0.000104731684,0.0000033241704,0.00050130417,0.027980242,0.000047053432,0.024153845,0.8944397,0.00051743054],"about_ca_topic_score_codex":0.0021244,"about_ca_topic_score_gemma":0.00067715434,"teacher_disagreement_score":0.9114902,"about_ca_system_score_codex":0.00030492136,"about_ca_system_score_gemma":0.00008722409,"threshold_uncertainty_score":0.9997118},"labels":[],"label_agreement":null},{"id":"W1573425828","doi":"10.1007/s11575-011-0090-3","title":"Dealing with Market Dynamism","year":2011,"lang":"en","type":"article","venue":"Management International Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Dynamism; Economics; Business; Industrial organization; Epistemology","score_opus":0.03413122988258772,"score_gpt":0.23837337844175882,"score_spread":0.2042421485591711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1573425828","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004808883,0.0007855476,0.004955422,0.0019603122,0.00035006183,0.00033359503,9.303346e-7,0.000104874955,0.99102837],"genre_scores_gemma":[0.9237828,0.013601719,0.009279626,0.04082613,0.00091830204,0.00027244102,0.00029393763,0.000088919944,0.010936103],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910617,0.0000028635045,0.0002586932,0.0002132359,0.00028192552,0.00013713872],"domain_scores_gemma":[0.9994091,0.0000045787087,0.00020003963,0.00017470261,0.0002060171,0.0000056113627],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003091969,0.00013910721,0.00013032579,0.0001726284,0.000067715875,0.00008667517,0.00031223663,0.00001986034,0.005487905],"category_scores_gemma":[0.000015006714,0.00011104345,0.000042373482,0.00035113626,0.00002326684,0.000844418,0.00011334803,0.00006559149,0.00048599835],"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":[0.000031252894,0.000056513,0.002412718,0.0015380441,0.00010192513,0.000034038057,0.0000022947875,0.0000024062417,0.0000012033382,0.93213546,0.013837321,0.049846813],"study_design_scores_gemma":[0.00040815552,0.000007853015,0.042939167,0.0030776558,0.00017352063,0.0000065532527,0.000034533943,0.000887232,0.000003935554,0.008537994,0.94359756,0.0003258599],"about_ca_topic_score_codex":0.000064885346,"about_ca_topic_score_gemma":0.000011483031,"teacher_disagreement_score":0.9800923,"about_ca_system_score_codex":0.000020718184,"about_ca_system_score_gemma":0.0000031190384,"threshold_uncertainty_score":0.99542123},"labels":[],"label_agreement":null},{"id":"W1573607008","doi":"10.2145/20080305","title":"Porter’s model of generic competitive strategies","year":2008,"lang":"en","type":"article","venue":"RePEc: Research Papers in Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":73,"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 Toronto","funders":"","keywords":"CLARITY; Generality; Popularity; Competitive advantage; Complementarity (molecular biology); Economics; Industrial organization; Simplicity; Microeconomics; Neoclassical economics; Management; Epistemology","score_opus":0.06460411296677072,"score_gpt":0.27721790140409847,"score_spread":0.21261378843732776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1573607008","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6757893,0.000010922507,0.000034922097,0.0001378556,0.000058597303,0.00011358646,0.0000023712416,0.00001912839,0.32383335],"genre_scores_gemma":[0.9986713,0.00037676492,0.00023031983,0.0001502252,0.0001842196,0.000020174892,0.000029252184,0.000018348175,0.0003194058],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989541,0.000010705555,0.00034752942,0.00024228643,0.00014321624,0.0003021211],"domain_scores_gemma":[0.99934113,0.00003480422,0.00014065164,0.00021962276,0.00025496245,0.000008844823],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039675573,0.00011158102,0.00019808086,0.0004051647,0.00013759696,0.00006376394,0.00020816486,0.000080761456,0.0000773794],"category_scores_gemma":[0.00004054454,0.00011519116,0.000041636118,0.00037310045,0.0002617339,0.0010149932,0.000101970036,0.00021535135,0.000014058454],"study_design_candidate":"simulation_or_modeling","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":[0.00025451116,0.00048998254,0.06514874,0.0003860786,0.000070140704,0.000050743416,0.00027556688,0.15241274,0.008382696,0.72298545,0.00033372012,0.049209654],"study_design_scores_gemma":[0.0021234476,0.00006890343,0.22059707,0.00015520956,0.000014437488,0.000018419452,0.0055113225,0.7332644,0.0008539206,0.02101847,0.015488242,0.00088616164],"about_ca_topic_score_codex":0.000109969864,"about_ca_topic_score_gemma":0.00009887235,"teacher_disagreement_score":0.70196694,"about_ca_system_score_codex":0.00005896181,"about_ca_system_score_gemma":0.00017712633,"threshold_uncertainty_score":0.46973592},"labels":[],"label_agreement":null},{"id":"W1578328556","doi":"10.1007/s12392-008-0004-3","title":"It's character that creates impact!","year":2008,"lang":"de","type":"article","venue":"Zeitschrift für Politikberatung","topic":"Business Strategy and Innovation","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":"Berger (Canada)","funders":"","keywords":"Excellence; General partnership; Character (mathematics); Entrepreneurship; Business; Operational excellence; Marketing; Public sector; Public relations; Management; Political science; Economics; Finance; Economy","score_opus":0.034197644787348505,"score_gpt":0.2707688697652633,"score_spread":0.23657122497791483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1578328556","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54917043,0.0078860205,0.00012584377,0.0200455,0.0076502925,0.0012133665,0.00017485842,0.0007341318,0.41299957],"genre_scores_gemma":[0.9627278,0.0010072264,0.000069287875,0.011902965,0.012792663,0.000043749256,0.0012896137,0.00017487984,0.009991858],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.995526,0.000060501083,0.000985543,0.0009528287,0.00075990596,0.0017152169],"domain_scores_gemma":[0.997222,0.00010706218,0.00075037946,0.0008312734,0.0009791574,0.0001101247],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00051461253,0.0010211817,0.0008659373,0.00084544945,0.0013457951,0.0014788787,0.00060145115,0.0006643244,0.0058385283],"category_scores_gemma":[0.00019729992,0.00093634357,0.00045893018,0.0016687871,0.00037111627,0.0062926677,0.00030769207,0.0009176444,0.009304989],"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":[0.00047974364,0.0009991298,0.2790491,0.0012630386,0.0011255912,0.0007253773,0.0008997011,0.00005751871,0.0031929126,0.29191506,0.41868207,0.0016107566],"study_design_scores_gemma":[0.0011481439,0.00005173178,0.23331724,0.00043716468,0.0003090696,0.00007418147,0.0001820367,0.0007011748,0.0011927562,0.00024371395,0.7610002,0.0013425528],"about_ca_topic_score_codex":0.0026322554,"about_ca_topic_score_gemma":0.0000329715,"teacher_disagreement_score":0.41355735,"about_ca_system_score_codex":0.00004200629,"about_ca_system_score_gemma":0.00031685998,"threshold_uncertainty_score":0.99995434},"labels":[],"label_agreement":null},{"id":"W1579865397","doi":"10.7202/703315ar","title":"Coalitions, alignements et alliances interétatiques (Note)","year":2005,"lang":"en","type":"article","venue":"Études internationales","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Government (linguistics); Field (mathematics); Game theory; International relations theory; Power (physics); Politics; International relations; Political science; Sociological theory; Law and economics; Sociology; Economics; Positive economics; Law; Microeconomics; Social science","score_opus":0.03359198475925071,"score_gpt":0.30306411666899935,"score_spread":0.2694721319097486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1579865397","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50943416,0.00063444785,0.017345559,0.045750737,0.001252841,0.00042583013,0.000025574016,0.0006247764,0.42450604],"genre_scores_gemma":[0.9862621,0.00005584743,0.0020410756,0.009521475,0.0009575567,0.000035363573,0.00024172355,0.000014672816,0.0008702081],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991699,0.000007108289,0.00027319673,0.00018164466,0.00024327573,0.00012488225],"domain_scores_gemma":[0.9993834,0.000029566558,0.0001687289,0.00009881195,0.00031447975,0.000005016456],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021213795,0.00012497987,0.000093176335,0.0001809694,0.00009024394,0.00028141413,0.00023392729,0.000042049134,0.0009157372],"category_scores_gemma":[0.000072559946,0.00011735225,0.000041754058,0.00018319055,0.00004638889,0.0021867624,0.00007820525,0.00007796157,0.0005037585],"study_design_candidate":"theoretical_or_conceptual","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":[0.000013990982,0.0001020663,0.003071494,0.000032151438,0.000029363871,0.0000013285087,0.000036521404,0.00022867831,0.00035755493,0.9774459,0.013356298,0.0053246776],"study_design_scores_gemma":[0.00032380788,0.000005999682,0.02139902,0.00012457745,0.000014987852,0.0000020361988,0.00011832573,0.003901574,0.00055223727,0.014126259,0.9592161,0.00021504513],"about_ca_topic_score_codex":0.0002253043,"about_ca_topic_score_gemma":0.0009021072,"teacher_disagreement_score":0.9633196,"about_ca_system_score_codex":0.00005042055,"about_ca_system_score_gemma":0.000024506991,"threshold_uncertainty_score":0.99999756},"labels":[],"label_agreement":null},{"id":"W1582441581","doi":"","title":"La théorie de l'écosystème : trois essais sur le relationnel et l'innovation dans les secteurs bancaires et des TIC (technologies de l'information et des communications)","year":2009,"lang":"fr","type":"dissertation","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Library science; Computer science; Art","score_opus":0.030127573988575185,"score_gpt":0.26161738489201614,"score_spread":0.23148981090344095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1582441581","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7552469,0.0009784716,0.12561005,0.016304499,0.00026585365,0.00093568873,0.000032723263,0.0013824689,0.09924337],"genre_scores_gemma":[0.97560436,0.0018904593,0.010934947,0.0010674995,0.000072750554,0.00020418153,0.009209926,0.000077806064,0.00093808543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99679697,0.00030869243,0.001431354,0.0004249786,0.0004283081,0.00060968177],"domain_scores_gemma":[0.9939284,0.00038063718,0.0015430017,0.0007805826,0.0033492867,0.000018089178],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0027040835,0.0006865505,0.0005081665,0.0014428179,0.0014081614,0.0016051584,0.0008777411,0.0011521004,0.00007206637],"category_scores_gemma":[0.0025097847,0.00073235243,0.00014880486,0.0038996683,0.0004481407,0.01254523,0.00016812434,0.0011532245,0.0000845547],"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":[0.000102667844,0.0003439352,0.068802215,0.0016216888,0.00008727575,0.0000029205783,0.0037623434,0.0033659872,0.00157835,0.8458549,0.0010650526,0.073412664],"study_design_scores_gemma":[0.0011861135,0.000047471232,0.69851756,0.0017123851,0.00024425398,0.000022416418,0.026333747,0.026944378,0.0013749317,0.23335904,0.009248296,0.0010094156],"about_ca_topic_score_codex":0.013927686,"about_ca_topic_score_gemma":0.027720023,"teacher_disagreement_score":0.6297153,"about_ca_system_score_codex":0.0005280966,"about_ca_system_score_gemma":0.0008349993,"threshold_uncertainty_score":0.9998919},"labels":[],"label_agreement":null},{"id":"W1585187907","doi":"10.5539/jsd.v8n6p39","title":"Research on the Evolution of Management Concepts of Sustainable Tourism and Hospitality Development in the Regions","year":2015,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hospitality; Tourism; Sustainable development; Relevance (law); Hospitality management studies; Business; Scale (ratio); Sustainable tourism; Hospitality industry; Environmental resource management; Regional science; Marketing; Environmental planning; Political science; Geography; Economics","score_opus":0.049553600695802745,"score_gpt":0.29555090461053596,"score_spread":0.2459973039147332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1585187907","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.977883,0.0002460319,0.0004995925,0.0039410545,0.000080296064,0.00065283105,9.6144376e-8,0.0000049004875,0.016692236],"genre_scores_gemma":[0.9982327,0.00001534688,0.00038639776,0.00015636488,0.000089834335,0.000035001147,0.0000022389895,0.000009208747,0.0010728607],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99758995,0.00009098683,0.0008046825,0.00014562048,0.0009532105,0.00041556582],"domain_scores_gemma":[0.99596715,0.00010164832,0.00063646096,0.00019445036,0.0030835816,0.000016707023],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00886112,0.00013923374,0.00023460049,0.0008406008,0.000302282,0.00012219159,0.00041831695,0.00006656876,0.000010953318],"category_scores_gemma":[0.0002906598,0.000085205604,0.00003114465,0.0019517498,0.00017281662,0.00081370823,0.00024509637,0.0003150748,0.0000024237204],"study_design_candidate":"theoretical_or_conceptual","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":[0.0001980386,0.0003036562,0.0058360426,0.000611773,0.00005714487,0.00021705368,0.002379989,0.00026076773,0.000008203438,0.9812135,0.007865882,0.0010479628],"study_design_scores_gemma":[0.0011816217,0.00008212827,0.3144722,0.00028127624,0.000022693763,0.000008344196,0.5602693,0.000035857825,0.00026663335,0.03979398,0.083413,0.000172952],"about_ca_topic_score_codex":0.0002954621,"about_ca_topic_score_gemma":0.000013550015,"teacher_disagreement_score":0.9414195,"about_ca_system_score_codex":0.0006117849,"about_ca_system_score_gemma":0.0006931877,"threshold_uncertainty_score":0.3474584},"labels":[],"label_agreement":null},{"id":"W1587246908","doi":"10.4000/interventionseconomiques.204","title":"Réingénierie des processus opérationnels et organisations","year":2009,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; Polytechnique Montréal; Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.06567133228797709,"score_gpt":0.2982850550415559,"score_spread":0.2326137227535788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1587246908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4079514,0.021669671,0.14563411,0.18010363,0.004848091,0.0016309627,0.000077591925,0.001297859,0.23678668],"genre_scores_gemma":[0.98043036,0.00025551917,0.0029631087,0.0029219475,0.0010095907,0.00004478565,0.0002346294,0.000033367203,0.012106681],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983705,0.000038761864,0.0007895222,0.00037051775,0.00008343008,0.0003472276],"domain_scores_gemma":[0.9982195,0.00003417402,0.00046383744,0.00025950102,0.0010010299,0.000021941476],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005345696,0.0002881031,0.0002638545,0.0004168983,0.00059326435,0.0014410315,0.00026519026,0.00015811813,0.00373306],"category_scores_gemma":[0.0003196086,0.00033506093,0.00025268522,0.00087415735,0.00022015841,0.007464224,0.00006851861,0.00024323624,0.00072368764],"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":[0.00002229509,0.0007013576,0.0024689862,0.0009168853,0.00007568211,0.000007248827,0.00022290902,0.00025365615,0.00024911852,0.9207833,0.012822783,0.06147578],"study_design_scores_gemma":[0.00093684037,0.00018225602,0.08499201,0.0036750725,0.00033770196,0.000027790527,0.00086526276,0.0026421836,0.0009407014,0.6109151,0.29359517,0.00088988076],"about_ca_topic_score_codex":0.0006069821,"about_ca_topic_score_gemma":0.0006612733,"teacher_disagreement_score":0.57247895,"about_ca_system_score_codex":0.00013861748,"about_ca_system_score_gemma":0.00011614413,"threshold_uncertainty_score":0.9999101},"labels":[],"label_agreement":null},{"id":"W1588181253","doi":"10.4324/9780203814871","title":"Beyond territory : dynamic geographies of knowledge creation, diffusion, and innovation","year":2013,"lang":"en","type":"book","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Marketing buzz; Economic geography; Diversity (politics); Sociology; Geography; Anthropology; Business","score_opus":0.009507100214051638,"score_gpt":0.215768326623488,"score_spread":0.20626122640943637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1588181253","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019214308,0.00049072667,0.00034039497,0.0005231453,0.0006125618,0.0004497706,0.000006447289,0.00013548072,0.97822714],"genre_scores_gemma":[0.14021319,0.00019078466,0.00017983551,0.00065732095,0.001273878,0.000051851024,0.0022520768,0.00008143975,0.8550996],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99865526,0.0000046148557,0.00066281157,0.00031959973,0.00019624483,0.00016145018],"domain_scores_gemma":[0.99756634,0.000028195018,0.00069860124,0.00023587784,0.0014660801,0.00000487564],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002002044,0.00030964118,0.0003564732,0.002447886,0.00015835107,0.0001735904,0.00015625493,0.00035864706,0.0007019771],"category_scores_gemma":[0.00004106829,0.00027615525,0.000045936657,0.0012547487,0.00024058126,0.0012680587,0.00014988889,0.0001972655,0.00009248089],"study_design_candidate":"theoretical_or_conceptual","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":[0.000011284459,0.00007150125,0.0023933281,0.001183881,0.000048120866,4.3266752e-7,0.000023461365,7.752416e-7,0.00039716982,0.8839605,0.09575525,0.016154286],"study_design_scores_gemma":[0.0005726723,0.000016947462,0.053366873,0.0004306285,0.00014293547,0.0000015884432,0.000057521593,0.0013508636,0.000016896382,0.18858974,0.7548289,0.0006244542],"about_ca_topic_score_codex":0.0001406816,"about_ca_topic_score_gemma":0.000140673,"teacher_disagreement_score":0.6953708,"about_ca_system_score_codex":0.000028558201,"about_ca_system_score_gemma":0.0000796505,"threshold_uncertainty_score":0.99996907},"labels":[],"label_agreement":null},{"id":"W1589524925","doi":"10.7202/800827ar","title":"La théorie des groupes non compétitifs","year":2009,"lang":"en","type":"article","venue":"L Actualité économique","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Hierarchy; Reproduction; Relation (database); Social reproduction; Preference; Social hierarchy; Social group; Sociology; Epistemology; Positive economics; Social psychology; Mathematics; Psychology; Social science; Economics; Statistics; Computer science; Philosophy; Biology; Ecology","score_opus":0.028774537019855124,"score_gpt":0.22929629897846138,"score_spread":0.20052176195860624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1589524925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79149204,0.000016389611,0.0017075621,0.002120576,0.0001649235,0.00012868393,9.601258e-7,0.00016953314,0.2041993],"genre_scores_gemma":[0.99316835,0.000009660011,0.00031081404,0.0052662836,0.000881987,0.000010836573,0.00005089884,0.000015878531,0.00028527895],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999239,0.000009974687,0.00026078967,0.00021985176,0.000043407057,0.00022696018],"domain_scores_gemma":[0.99950296,0.000040358012,0.0001395356,0.0001818103,0.00012577667,0.00000956949],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002932192,0.00017320493,0.00018277977,0.00014528072,0.00016311857,0.00036366246,0.00017915574,0.00013029568,0.00023725822],"category_scores_gemma":[0.00005318353,0.00016181667,0.00005319694,0.00031956923,0.00007467765,0.0018686041,0.000034983113,0.0001449815,0.0002767057],"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":[0.00003560692,0.000087809465,0.004810213,0.000056334302,0.000011924959,0.000006494237,0.00007033727,0.000047115085,0.0011289772,0.9551324,0.0009930901,0.037619676],"study_design_scores_gemma":[0.0007699973,0.000028347906,0.24822746,0.00009480998,0.000029462795,0.000007780351,0.0002367779,0.0014117716,0.0009853265,0.6438398,0.10384634,0.0005221302],"about_ca_topic_score_codex":0.00026825044,"about_ca_topic_score_gemma":0.000053678814,"teacher_disagreement_score":0.31129262,"about_ca_system_score_codex":0.000030587766,"about_ca_system_score_gemma":0.000019602974,"threshold_uncertainty_score":0.65986925},"labels":[],"label_agreement":null},{"id":"W1592848444","doi":"","title":"L'utilisation des technologies de l'information dans les PME","year":2011,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Art","score_opus":0.05225361387827835,"score_gpt":0.27271586470257636,"score_spread":0.22046225082429802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1592848444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6374168,0.00024126982,0.0004521372,0.001529938,0.0006114842,0.0008545996,0.000014462891,0.0002594808,0.35861984],"genre_scores_gemma":[0.99006134,0.0064028082,0.0013492908,0.00007907306,0.00029763405,0.0002555179,0.0003251884,0.000046097866,0.0011830747],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.997331,0.000070462964,0.0009306495,0.0005313363,0.00022738121,0.00090913824],"domain_scores_gemma":[0.9979489,0.00011630664,0.000538477,0.0006638761,0.0007115909,0.000020837439],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023999196,0.00039048895,0.0003909365,0.0012442555,0.00059643405,0.0007310679,0.0008031268,0.00096400623,0.00027556584],"category_scores_gemma":[0.0010944384,0.00044232616,0.00011616231,0.0006737827,0.0009896493,0.0037131053,0.00091542245,0.0014790201,0.00017322249],"study_design_candidate":"design_other","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":[0.000117977135,0.00013734796,0.16301735,0.001303356,0.00005583631,0.0000064025517,0.00077815325,0.0044773165,0.00024846775,0.13364166,0.00009453375,0.69612163],"study_design_scores_gemma":[0.001242522,0.00007037737,0.50963056,0.0017278373,0.00006432038,0.000017575852,0.029622266,0.06562534,0.0013979323,0.13686581,0.2522788,0.001456657],"about_ca_topic_score_codex":0.0022594952,"about_ca_topic_score_gemma":0.0013889448,"teacher_disagreement_score":0.69466496,"about_ca_system_score_codex":0.0012087959,"about_ca_system_score_gemma":0.00035310615,"threshold_uncertainty_score":0.9998028},"labels":[],"label_agreement":null},{"id":"W1596581898","doi":"","title":"Capacites d'innovation: le capital de savoir, gage de survie et de croissance des entreprises","year":2006,"lang":"fr","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Statistics Canada","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.02950012475740562,"score_gpt":0.2386685512519726,"score_spread":0.20916842649456696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1596581898","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8362529,0.0028647794,0.03870234,0.022159109,0.00048022508,0.00020478001,0.000010234995,0.00021930345,0.09910633],"genre_scores_gemma":[0.965008,0.00009849017,0.005166929,0.003410442,0.0015625831,0.000024517292,0.00016907793,0.00005013007,0.024509817],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979629,0.000065465356,0.0005836503,0.00038268752,0.00020886345,0.0007964653],"domain_scores_gemma":[0.9983559,0.00011067436,0.00033574572,0.00025887688,0.00092141953,0.000017338672],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013423018,0.00033825665,0.0002550799,0.00032643625,0.00055307965,0.0009787078,0.00024054256,0.00025408517,0.0015707393],"category_scores_gemma":[0.00041647174,0.00037568065,0.00007622959,0.0020556038,0.00038814783,0.00380321,0.00008718576,0.00030694847,0.00021123794],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025689274,0.00030181182,0.23882411,0.0005796734,0.00002790437,0.00003728606,0.00013372055,0.0011425696,0.008762171,0.71596164,0.031757463,0.0024459895],"study_design_scores_gemma":[0.0012377457,0.000019648376,0.6325329,0.00047728588,0.000101286045,0.00006361574,0.0014441435,0.0039446135,0.012452794,0.18492799,0.16182832,0.0009696531],"about_ca_topic_score_codex":0.028685756,"about_ca_topic_score_gemma":0.003783366,"teacher_disagreement_score":0.53103364,"about_ca_system_score_codex":0.00024196217,"about_ca_system_score_gemma":0.00046727172,"threshold_uncertainty_score":0.9998695},"labels":[],"label_agreement":null},{"id":"W1598500354","doi":"10.34989/sdp-2008-11","title":"Liquidity Efficiency and Distribution in the LVTS: Non-Neutrality of System Changes under Network Asymmetry","year":2021,"lang":"en","type":"preprint","venue":"Econstor (Econstor)","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":"Bank of Canada","funders":"","keywords":"Economics; Asymmetry; Financial economics; Welfare economics; Physics","score_opus":0.0222813558463177,"score_gpt":0.23191610458827164,"score_spread":0.20963474874195392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1598500354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9871524,0.0009947179,0.0019524104,0.0010501997,0.0028346586,0.00063886505,0.000051205814,0.000079076555,0.005246481],"genre_scores_gemma":[0.9971986,0.00006482475,0.00003789488,0.00050284737,0.0014959446,0.00007601968,0.0005869354,0.00002296738,0.000013992418],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977764,0.000095019066,0.0007717264,0.00065506744,0.00027896042,0.00042281707],"domain_scores_gemma":[0.9979399,0.00013620625,0.0009460151,0.00059990154,0.00036258253,0.000015428837],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001869815,0.00041138133,0.0006772574,0.00021981957,0.00025699756,0.00037908848,0.00042953735,0.0004857311,0.000059989314],"category_scores_gemma":[0.000080507976,0.0003590362,0.0001275625,0.0008931408,0.0002651955,0.0005424261,0.00046008022,0.0007083211,0.0000138498135],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000789943,0.00031470193,0.89466465,0.0061518536,0.0001375109,0.000030142708,0.00019479413,0.0036032342,0.00009683951,0.09133378,0.002824309,0.00056917965],"study_design_scores_gemma":[0.00072345464,0.000023527246,0.9841269,0.0020350954,0.00020444709,0.000024403029,0.002606628,0.0065410887,0.00011542951,0.0009727668,0.001848775,0.00077746034],"about_ca_topic_score_codex":0.0015283399,"about_ca_topic_score_gemma":0.0009626931,"teacher_disagreement_score":0.090361014,"about_ca_system_score_codex":0.00017445785,"about_ca_system_score_gemma":0.00018985434,"threshold_uncertainty_score":0.99988616},"labels":[],"label_agreement":null},{"id":"W1604544448","doi":"10.7202/1027863ar","title":"Les stratégies de RSE locale, globale et transnationale dans l’entreprise multinationale","year":2014,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Sociology","score_opus":0.017631971634894383,"score_gpt":0.2476604718271042,"score_spread":0.23002850019220983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1604544448","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03115465,0.00045080518,0.19881323,0.089913115,0.0035578776,0.000544509,0.00010423904,0.00024356518,0.675218],"genre_scores_gemma":[0.9384177,0.00020506373,0.007873105,0.0038860983,0.0014197947,0.00008518374,0.0013956771,0.00005563993,0.046661794],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99750817,0.000050666586,0.0006304685,0.000559918,0.00079973246,0.00045107125],"domain_scores_gemma":[0.99849516,0.0000910626,0.00036890007,0.0002754917,0.0007404208,0.00002894779],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000943724,0.00037024106,0.00022102891,0.00047361176,0.00030766125,0.00080948655,0.00065658404,0.00017468688,0.0036953357],"category_scores_gemma":[0.00013416012,0.00043585902,0.00015455925,0.00062879926,0.00018867585,0.0024527172,0.00022174993,0.00025747428,0.00061627827],"study_design_candidate":"theoretical_or_conceptual","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":[0.000042741904,0.00059821375,0.03718237,0.00040011675,0.0002389323,0.00002011068,0.00009264822,0.013012671,0.000048624213,0.89158916,0.020722652,0.036051765],"study_design_scores_gemma":[0.0012805987,0.000011782399,0.3002825,0.00023163224,0.00012293138,0.000007419273,0.00049314764,0.07376819,0.000047657755,0.022041284,0.60128963,0.00042323992],"about_ca_topic_score_codex":0.0008981973,"about_ca_topic_score_gemma":0.00035389737,"teacher_disagreement_score":0.907263,"about_ca_system_score_codex":0.0003015675,"about_ca_system_score_gemma":0.000035123518,"threshold_uncertainty_score":0.9998093},"labels":[],"label_agreement":null},{"id":"W1605674360","doi":"","title":"Innovation et connectivite : la nature des liaisons entre les marches et les reseaux d'innovation dans les industries de la fabrication au Canada","year":2001,"lang":"fr","type":"article","venue":"Direction des etudes analytiques : documents de recherche","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science; Humanities; Philosophy","score_opus":0.1266606814080409,"score_gpt":0.385454907195119,"score_spread":0.2587942257870781,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1605674360","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82212776,0.0021098836,0.027394516,0.012938545,0.00035004143,0.0004836653,0.000029255947,0.00031040618,0.13425595],"genre_scores_gemma":[0.97856605,0.0052391426,0.002554454,0.000961604,0.00060910394,0.00011705321,0.0006387296,0.00009483601,0.011219049],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9948726,0.002294554,0.00089843496,0.0006561121,0.000541482,0.00073680154],"domain_scores_gemma":[0.99412555,0.0014173954,0.00086816517,0.00032407398,0.0032225985,0.000042208267],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00900747,0.00057435856,0.0004171729,0.0011552793,0.0010358174,0.0014752505,0.00035694518,0.0019886396,0.0004096646],"category_scores_gemma":[0.007849111,0.00062567287,0.00008563094,0.007897664,0.00063561165,0.004273707,0.00015347479,0.002900271,0.000006607125],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015820959,0.00034539562,0.44671553,0.0006270604,0.00031093817,0.000021506776,0.0009311473,0.0009234276,0.0024834676,0.3079036,0.006043639,0.23353608],"study_design_scores_gemma":[0.00061654026,0.000041182957,0.53982246,0.0011629263,0.00023233284,0.00004774708,0.003988114,0.0023446893,0.0039476855,0.026892157,0.42019483,0.00070934405],"about_ca_topic_score_codex":0.59248644,"about_ca_topic_score_gemma":0.47587383,"teacher_disagreement_score":0.4141512,"about_ca_system_score_codex":0.0046396106,"about_ca_system_score_gemma":0.0021478133,"threshold_uncertainty_score":0.9996195},"labels":[],"label_agreement":null},{"id":"W1606413731","doi":"","title":"Information technology policy: an international history","year":2004,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":21,"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; Regional science; Geography","score_opus":0.03265873584765148,"score_gpt":0.28918123993925227,"score_spread":0.25652250409160077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1606413731","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33423722,0.0000352556,0.000056460554,0.006476191,0.0024232678,0.00065297127,0.000013971805,0.0002480683,0.6558566],"genre_scores_gemma":[0.9954332,0.00055614917,0.00025345292,0.0009322291,0.0016146329,0.00014551444,0.0007059672,0.000033336626,0.00032549136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846935,0.000012801847,0.00055616867,0.00033628213,0.00022090848,0.00040446827],"domain_scores_gemma":[0.9985861,0.000017036335,0.00035226633,0.00055434887,0.00047611241,0.000014138132],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007992803,0.00021251138,0.00023632274,0.0035634248,0.00009939555,0.0003154378,0.00083391165,0.0005455066,0.00021282346],"category_scores_gemma":[0.00040221828,0.00024878717,0.000053249925,0.00038981246,0.00023083694,0.0029090287,0.00086165377,0.0011556038,0.000091643706],"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":[0.00012245531,0.00021359509,0.0104075745,0.00041694625,0.00006009428,0.0000097300335,0.00015792211,0.025048861,0.000074510666,0.5531563,0.0002557411,0.41007626],"study_design_scores_gemma":[0.0009763848,0.000021346037,0.028155982,0.00024004394,0.000007711993,0.0000057608545,0.00063572964,0.019480664,0.000023121098,0.08184898,0.8679871,0.0006172011],"about_ca_topic_score_codex":0.00096086995,"about_ca_topic_score_gemma":0.00022342794,"teacher_disagreement_score":0.86773133,"about_ca_system_score_codex":0.0025116096,"about_ca_system_score_gemma":0.00091778726,"threshold_uncertainty_score":0.9999964},"labels":[],"label_agreement":null},{"id":"W1625209777","doi":"10.1109/iemc.1996.547853","title":"IT-enabled affiliations as organizational forms","year":2002,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of British Columbia","funders":"","keywords":"Incentive; Externality; Knowledge management; Virtual organization; Industrial organization; Computer science; Business; Risk analysis (engineering); Process management; Microeconomics; Economics","score_opus":0.021137553222514024,"score_gpt":0.210525992656247,"score_spread":0.18938843943373296,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1625209777","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034759607,0.000011448502,0.0022463095,0.020331705,0.00024212392,0.00013284279,6.801486e-7,0.000243518,0.94203174],"genre_scores_gemma":[0.97435284,0.0000063774096,0.00020151699,0.011216461,0.0005440061,0.0000089165815,0.0000982831,0.000015174186,0.013556439],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999379,0.0000012828156,0.00017863318,0.00013634701,0.0001582422,0.00014648723],"domain_scores_gemma":[0.99943197,0.000009353653,0.00008211438,0.00010911788,0.00036284854,0.0000045997976],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000055557997,0.00009128269,0.00007024773,0.00015703993,0.00023752639,0.00023112881,0.000101001715,0.00005461048,0.032340545],"category_scores_gemma":[0.000099846024,0.00007651577,0.000020371286,0.001206509,0.000019102246,0.001842233,0.000036709498,0.000057106947,0.0062580807],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000026638695,0.00007530451,0.004970248,0.000021552301,0.000008627482,0.0000011823092,0.000013467731,0.000089155146,0.00026621023,0.9108465,0.083036035,0.0006691022],"study_design_scores_gemma":[0.0011782851,0.000011324905,0.02686707,0.000027701188,0.000045236826,0.0000069498215,0.0003523887,0.048246134,0.0003957444,0.06030656,0.8619678,0.00059481506],"about_ca_topic_score_codex":0.000054064505,"about_ca_topic_score_gemma":0.000034217792,"teacher_disagreement_score":0.9395932,"about_ca_system_score_codex":0.0000131247425,"about_ca_system_score_gemma":0.000008743953,"threshold_uncertainty_score":0.99451566},"labels":[],"label_agreement":null},{"id":"W1625427727","doi":"10.3917/riges.342.0037","title":"Gestion des informations sur un site Web","year":2009,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"HEC Montréal; Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Web site; Business; Geography; The Internet; Art; Computer science; World Wide Web","score_opus":0.021848329560754814,"score_gpt":0.21206957736326693,"score_spread":0.19022124780251212,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1625427727","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76638603,0.0043146303,0.0079672225,0.18486254,0.002879438,0.00053621264,0.000017955375,0.00053272233,0.032503225],"genre_scores_gemma":[0.9919507,0.0004042452,0.00067402713,0.001708005,0.00106359,0.00000910607,0.0005411799,0.00001579336,0.0036333713],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9987427,0.000022092468,0.00045010517,0.00020441254,0.00022822285,0.00035245356],"domain_scores_gemma":[0.99859554,0.000029517592,0.00029141988,0.00019220074,0.00087428273,0.000017015322],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046859926,0.00023069432,0.00015875364,0.00035589084,0.0005121336,0.00055593194,0.00010874937,0.0003236814,0.0007185682],"category_scores_gemma":[0.0003511122,0.00025772853,0.000059714257,0.0014736495,0.00009303527,0.007853879,0.000030654195,0.0003023871,0.0019502129],"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":[0.00005433719,0.00025296106,0.01139389,0.00043575867,0.000018971712,0.000006426393,0.00013803285,0.0037684932,0.0020343866,0.27226985,0.015411262,0.6942156],"study_design_scores_gemma":[0.00069044967,0.000038340524,0.7346776,0.0007507761,0.0001202347,0.0000143864745,0.00005027338,0.042322602,0.00011834215,0.013585872,0.20724842,0.00038267625],"about_ca_topic_score_codex":0.0003970542,"about_ca_topic_score_gemma":0.000106069456,"teacher_disagreement_score":0.72328377,"about_ca_system_score_codex":0.00010901864,"about_ca_system_score_gemma":0.000052221305,"threshold_uncertainty_score":0.9999875},"labels":[],"label_agreement":null},{"id":"W1628905576","doi":"10.1111/j.1540-5982.2008.00494.x","title":"Strategic delay in market entry","year":2008,"lang":"en","type":"article","venue":"Canadian Journal of Economics/Revue canadienne d économique","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Merge (version control); Profitability index; Industrial organization; Barriers to entry; Economics; Microeconomics; Business; Market structure; Finance; Computer science","score_opus":0.13069049507061284,"score_gpt":0.17147030625145712,"score_spread":0.04077981118084428,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1628905576","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96209437,0.00010197426,0.000010508082,0.0017314522,0.0012047165,0.00012835333,0.000011331209,0.0000065965355,0.0347107],"genre_scores_gemma":[0.996576,0.00006251317,0.00009058084,0.0015469869,0.0013565974,0.0000059791737,0.000017021384,0.000034849836,0.00030945582],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983575,0.000012695291,0.00080512615,0.0002326689,0.0000030119213,0.00058901694],"domain_scores_gemma":[0.99873114,0.000033060966,0.0006021963,0.00020870769,0.00025080112,0.00017410975],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005243434,0.00022433023,0.00040497296,0.0012913432,0.00017269205,0.00016292233,0.00039201044,0.00017008229,0.000987237],"category_scores_gemma":[0.00008118599,0.00026818723,0.00010745202,0.00038594657,0.00012377778,0.0017071202,0.00001476121,0.00034619603,0.000052030027],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010331099,0.000023164444,0.123192504,0.0000731295,0.000051431238,0.0010051382,0.00013790875,0.00494554,0.000011298598,0.8650185,0.0045551662,0.00088291144],"study_design_scores_gemma":[0.0040022437,0.00014222368,0.15016055,0.00039943663,0.000080051905,0.0027870196,0.0015024011,0.017893476,0.000045504323,0.6521136,0.16909523,0.0017782248],"about_ca_topic_score_codex":0.18821703,"about_ca_topic_score_gemma":0.9649706,"teacher_disagreement_score":0.77675354,"about_ca_system_score_codex":0.00069850276,"about_ca_system_score_gemma":0.0014099684,"threshold_uncertainty_score":0.99997705},"labels":[],"label_agreement":null},{"id":"W1629482376","doi":"","title":"Software for the Computation of Markov-Perfect Equilibria in a Dynamic Game of Store Location by Multi-Store Firms","year":2007,"lang":"en","type":"preprint","venue":"Munich Personal RePEc Archive (Ludwig Maximilian University of Munich)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Competition (biology); Markov perfect equilibrium; Sequential game; Computer science; Software; Space (punctuation); Process (computing); Markov process; Computation; Microeconomics; Game theory; Economics; Algorithm; Nash equilibrium; Programming language; Mathematics","score_opus":0.027127469706728597,"score_gpt":0.2453450844835199,"score_spread":0.2182176147767913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1629482376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8559764,0.0012373519,0.13801649,0.00077613245,0.0003882654,0.001961039,0.0005144719,0.000085349915,0.0010444814],"genre_scores_gemma":[0.9910463,0.00018843402,0.006527666,0.000067598,0.00006152659,0.0000043181903,0.001787357,0.00004566796,0.00027113737],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979562,0.000075532014,0.0006316588,0.00054738997,0.00044958683,0.0003395969],"domain_scores_gemma":[0.99660355,0.00036297913,0.0013480033,0.00058187096,0.0010833136,0.000020258545],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00089047273,0.00038003642,0.00064980437,0.0006880457,0.00019971246,0.000031108368,0.001004969,0.00032039973,0.000048575745],"category_scores_gemma":[0.0003193283,0.00039912728,0.00027314172,0.00082391594,0.0006302579,0.00046901352,0.0008672421,0.0006134705,0.0000025637612],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.025422346,0.008886213,0.14576066,0.07197707,0.0042882115,0.00011827388,0.051828615,0.150178,0.035281323,0.016946107,0.018996956,0.47031623],"study_design_scores_gemma":[0.0036703304,0.00011542744,0.1818403,0.002191659,0.0003833835,0.0000029317816,0.008161028,0.79650515,0.000055617445,0.0021534471,0.0041852226,0.0007355153],"about_ca_topic_score_codex":0.007930113,"about_ca_topic_score_gemma":0.005025282,"teacher_disagreement_score":0.64632714,"about_ca_system_score_codex":0.00017499132,"about_ca_system_score_gemma":0.00026031435,"threshold_uncertainty_score":0.99984604},"labels":[],"label_agreement":null},{"id":"W1639574636","doi":"","title":"Vendre quoi à qui","year":2003,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.02116573298315878,"score_gpt":0.22069137604359468,"score_spread":0.1995256430604359,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1639574636","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3705262,0.027393179,0.011131284,0.21638669,0.032070886,0.0009524587,0.00001210547,0.00059123,0.34093598],"genre_scores_gemma":[0.9839141,0.00012738438,0.00034118263,0.001155966,0.0013039307,0.000011439856,0.000091015696,0.000027660517,0.013027331],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99901265,0.000025580095,0.00025518713,0.00023905569,0.0001670404,0.00030045825],"domain_scores_gemma":[0.9992658,0.000017494343,0.00017862544,0.00017555623,0.00035301328,0.000009535653],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004133322,0.00017311309,0.00013180255,0.00015940821,0.00022068825,0.00027849383,0.000080985395,0.00023859975,0.0019559194],"category_scores_gemma":[0.0003032782,0.0001972383,0.00004664,0.00090169604,0.00006653999,0.0020588068,0.000021406584,0.00022031902,0.0028548327],"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":[0.000014487719,0.000115179355,0.012381316,0.0003952828,0.000014570266,0.000010437454,0.00001854575,0.00031530112,0.00035921033,0.9367192,0.024437571,0.025218925],"study_design_scores_gemma":[0.00038832787,0.000011081605,0.041171424,0.00028402905,0.00006691545,0.000010858567,0.00013157223,0.00087947416,0.00014219417,0.012858092,0.94378763,0.0002684239],"about_ca_topic_score_codex":0.0003044009,"about_ca_topic_score_gemma":0.000042580563,"teacher_disagreement_score":0.9238611,"about_ca_system_score_codex":0.00005155604,"about_ca_system_score_gemma":0.000042194995,"threshold_uncertainty_score":0.99895644},"labels":[],"label_agreement":null},{"id":"W1639970041","doi":"10.3917/riges.334.0058","title":"L'approche relationnelle dans le secteur des services","year":2008,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.02242295904600216,"score_gpt":0.1974237140670081,"score_spread":0.17500075502100593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1639970041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.938429,0.0027325437,0.013129132,0.013432798,0.0014514695,0.00022191158,0.000002686616,0.00021521263,0.03038527],"genre_scores_gemma":[0.980839,0.00024101908,0.0009841485,0.00040660606,0.0012152999,0.0000145430595,0.00025345257,0.000030473515,0.01601546],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989411,0.000026041445,0.00029940586,0.00027600498,0.00018288818,0.0002745506],"domain_scores_gemma":[0.9990697,0.000020421989,0.00022665724,0.00017124471,0.0005001943,0.000011777695],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00027645341,0.00019283479,0.00013827911,0.00016417903,0.0009760503,0.00016162994,0.00013059058,0.00025427702,0.00029777377],"category_scores_gemma":[0.000060400904,0.00021586519,0.000048195045,0.0011110763,0.00020180132,0.0038682483,0.00006104833,0.00021985578,0.00094057294],"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":[0.00013124662,0.00072242005,0.39114994,0.0040963707,0.00008698684,0.000060781098,0.002869481,0.009275164,0.007642092,0.53678304,0.010446601,0.036735877],"study_design_scores_gemma":[0.0006454185,0.000016177602,0.83949894,0.0004903023,0.000070681424,0.000050233048,0.00089732883,0.017743422,0.00035915076,0.013756146,0.12608749,0.00038468902],"about_ca_topic_score_codex":0.0022814588,"about_ca_topic_score_gemma":0.0003023972,"teacher_disagreement_score":0.5230269,"about_ca_system_score_codex":0.00005633265,"about_ca_system_score_gemma":0.00004878707,"threshold_uncertainty_score":0.99983734},"labels":[],"label_agreement":null},{"id":"W1664375737","doi":"10.1002/latj.201390030","title":"Laser Market at Record High","year":2013,"lang":"en","type":"article","venue":"Laser Technik Journal","topic":"Business Strategy and Innovation","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":"Optech (Canada)","funders":"","keywords":"Euros; Laser; Business; Optics; Humanities; Art; Physics","score_opus":0.011501119486352511,"score_gpt":0.19580644396419786,"score_spread":0.18430532447784534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1664375737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8864648,0.000022326925,0.0010489635,0.006001314,0.0012070499,0.00024586945,0.0000015564287,0.00027487162,0.1047333],"genre_scores_gemma":[0.98527867,0.000019909523,0.0012938613,0.0030881953,0.002210261,0.000027801663,0.000018612132,0.00003671437,0.008025998],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99887735,0.0000086502,0.00035731282,0.00017917095,0.00025277084,0.0003247215],"domain_scores_gemma":[0.999057,0.000015264992,0.00031650902,0.00020022,0.00039320585,0.000017795324],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003190346,0.000179206,0.00016422715,0.00028269147,0.00039694196,0.0005651216,0.00025976985,0.00012360717,0.017974358],"category_scores_gemma":[0.000046154095,0.00014740169,0.00006694748,0.00061720714,0.000042447882,0.0025139449,0.00012632438,0.00032879694,0.002038238],"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":[0.00004689348,0.00009139127,0.022214795,0.00004991212,0.000030632793,0.00003603184,0.000002786173,0.000011764574,0.002143933,0.004196824,0.92115927,0.05001576],"study_design_scores_gemma":[0.0011415146,0.000024766923,0.15415503,0.00012712783,0.00005526017,0.00010930119,0.000062004474,0.0015900871,0.0017830532,0.03213543,0.8082347,0.0005817075],"about_ca_topic_score_codex":0.00023923228,"about_ca_topic_score_gemma":0.000036732832,"teacher_disagreement_score":0.13194023,"about_ca_system_score_codex":0.0000571077,"about_ca_system_score_gemma":0.000015347696,"threshold_uncertainty_score":0.99873877},"labels":[],"label_agreement":null},{"id":"W1674032918","doi":"","title":"Il forfeit di Boston fa salire le quotazioni di Toronto","year":2015,"lang":"it","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Art","score_opus":0.03431779545587618,"score_gpt":0.24240569698617354,"score_spread":0.20808790153029735,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1674032918","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15888126,0.0024017706,0.0045297723,0.017628778,0.005034431,0.0008564574,0.0000145116155,0.00064283697,0.8100102],"genre_scores_gemma":[0.9672906,0.00004662089,0.00010314927,0.0022124082,0.0026470348,0.000028109342,0.00026560194,0.000076816126,0.027329683],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974968,0.000021749462,0.0006801042,0.0005860285,0.0005531974,0.00066211406],"domain_scores_gemma":[0.9978329,0.000024508028,0.00041835767,0.000526956,0.0011461064,0.00005119147],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00063910347,0.00047970144,0.00042477492,0.00013717117,0.00045820815,0.0010758652,0.00042891968,0.00034078647,0.0014971099],"category_scores_gemma":[0.00016066252,0.00044907667,0.00012903415,0.00079293066,0.00010968336,0.0070464746,0.00029758268,0.00022290272,0.0016012765],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031887845,0.00073721376,0.026806494,0.00064411876,0.00016093545,0.00002688048,0.00030821175,0.00021108115,0.00067301095,0.7343551,0.20088828,0.034869824],"study_design_scores_gemma":[0.0023747191,0.000080040976,0.032095365,0.00021340256,0.00015449018,0.0000047683898,0.0034470074,0.009308039,0.00021572135,0.0040923683,0.94692343,0.0010906596],"about_ca_topic_score_codex":0.0285149,"about_ca_topic_score_gemma":0.0047332835,"teacher_disagreement_score":0.80840933,"about_ca_system_score_codex":0.0002173096,"about_ca_system_score_gemma":0.00025275612,"threshold_uncertainty_score":0.99996114},"labels":[],"label_agreement":null},{"id":"W1684043990","doi":"10.7202/1024323ar","title":"Analyse d’une dynamique de coopétition conflictuelle","year":2014,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.015474875920716462,"score_gpt":0.2401684600163061,"score_spread":0.22469358409558962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1684043990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.550115,0.0005628299,0.114301905,0.28517464,0.0014589323,0.0004297178,0.00004474978,0.0002613011,0.047650952],"genre_scores_gemma":[0.8960882,0.0058134515,0.0074940417,0.008368693,0.002887249,0.00012302025,0.001119099,0.00010928614,0.07799699],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776864,0.00028854317,0.0007342517,0.00060154055,0.00017422113,0.00043277862],"domain_scores_gemma":[0.9957688,0.0022400205,0.00074744475,0.00040425814,0.0007765284,0.00006297422],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002129496,0.00038306482,0.00036871148,0.0005344562,0.00016606758,0.00089911924,0.00035246802,0.0004337154,0.0019125462],"category_scores_gemma":[0.0040191105,0.0004858248,0.00019633907,0.00055473944,0.00019436254,0.002311236,0.0001631449,0.0006565373,0.0010437892],"study_design_candidate":"theoretical_or_conceptual","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":[0.00013942257,0.0005293912,0.09022504,0.00068062113,0.00019359843,0.00004404648,0.00017216978,0.096325375,0.00090134045,0.73330384,0.013189826,0.064295344],"study_design_scores_gemma":[0.0012572971,0.00002299798,0.12996575,0.00093836896,0.00015516051,0.000085819665,0.00007064211,0.3406909,0.00013098273,0.043208204,0.48296058,0.0005132801],"about_ca_topic_score_codex":0.0025412429,"about_ca_topic_score_gemma":0.00064219633,"teacher_disagreement_score":0.6900956,"about_ca_system_score_codex":0.00056290877,"about_ca_system_score_gemma":0.00017816942,"threshold_uncertainty_score":0.9997593},"labels":[],"label_agreement":null},{"id":"W168417931","doi":"","title":"Editorial: Co-Creation (March 2011)","year":2011,"lang":"en","type":"editorial","venue":"˜The œopen source business resource","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.019881737005230663,"score_gpt":0.2693099258792568,"score_spread":0.24942818887402612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W168417931","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006866179,0.00019269192,0.0010764955,0.0009153346,0.84338707,0.0016304743,0.000056594286,0.00048846705,0.15218425],"genre_scores_gemma":[0.0009850076,0.000053079137,0.000041961102,0.0008952266,0.9670552,0.00034946477,0.0054341997,0.00042753606,0.024758352],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9936592,0.00012891159,0.0013401004,0.0014903304,0.002272288,0.0011091855],"domain_scores_gemma":[0.9915429,0.00047918104,0.0021158312,0.0019660937,0.0038504316,0.00004558684],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026558435,0.0012234757,0.0011910403,0.0007923532,0.0016404559,0.0042258603,0.0048224824,0.002115174,0.0019239117],"category_scores_gemma":[0.00065479724,0.0009750843,0.00023980808,0.0023815422,0.00055244257,0.0028194634,0.0019194315,0.0016547731,0.004535074],"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":[0.0006629294,0.00018560146,0.00012254437,0.0004894562,0.000114460134,0.000006851537,0.000076364195,0.000109482164,0.00003349875,0.0010186809,0.99087495,0.00630521],"study_design_scores_gemma":[0.0013634483,0.000017144486,0.0006969571,0.00031417745,0.00031421156,0.0000026823282,0.00014477997,0.00018618719,0.0000045380566,0.00075132964,0.9949652,0.0012393757],"about_ca_topic_score_codex":0.013937812,"about_ca_topic_score_gemma":0.00045605036,"teacher_disagreement_score":0.1274259,"about_ca_system_score_codex":0.00019069102,"about_ca_system_score_gemma":0.0005436629,"threshold_uncertainty_score":0.9996593},"labels":[],"label_agreement":null},{"id":"W1723251658","doi":"10.1002/9781118561393","title":"Network Advantage","year":2012,"lang":"en","type":"book","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":36,"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":"Computer science; Environmental science","score_opus":0.02364299498111646,"score_gpt":0.21494123553517971,"score_spread":0.19129824055406325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1723251658","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000071462728,0.00033149717,0.0006322353,0.00037485143,0.0017936381,0.00017687485,0.0000011297241,0.00026085638,0.99642175],"genre_scores_gemma":[0.0020671827,0.000011107614,0.00015490742,0.0070240535,0.023100104,0.000010660799,0.0007243116,0.00006866654,0.966839],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989764,0.0000014988465,0.00027411908,0.00021359122,0.00018999398,0.00034438676],"domain_scores_gemma":[0.99925834,0.000012671282,0.00029691268,0.00024499584,0.00018177947,0.000005323861],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020541926,0.00027091452,0.0002450061,0.00015322624,0.00013068625,0.0001914143,0.00019186291,0.0003075594,0.0065429965],"category_scores_gemma":[0.000009748869,0.00023819516,0.00006446832,0.00024339803,0.000036504458,0.0014176868,0.0001252359,0.000270908,0.0062056277],"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":[0.000004814967,0.000007417225,0.00015916592,0.000113077906,0.000009178578,0.0000016490955,4.0173742e-7,0.0000067579563,9.832244e-7,0.5343665,0.46333915,0.0019909216],"study_design_scores_gemma":[0.00009802491,0.0000011909833,0.00042106406,0.000072532406,0.000057870762,8.849558e-7,0.000003060154,0.000045162382,3.273387e-7,0.0597059,0.93929,0.00030401308],"about_ca_topic_score_codex":0.00001978485,"about_ca_topic_score_gemma":0.000014848182,"teacher_disagreement_score":0.4759508,"about_ca_system_score_codex":0.000033435314,"about_ca_system_score_gemma":0.000046871188,"threshold_uncertainty_score":0.99456817},"labels":[],"label_agreement":null},{"id":"W1748273688","doi":"10.1007/978-3-642-34321-6_52","title":"Analyzing Coopetition Strategies of Services within Communities","year":2012,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; McGill University","funders":"","keywords":"Coopetition; Web service; Services computing; Computer science; WS-Policy; WS-I Basic Profile; Aggregate (composite); World Wide Web; Quality (philosophy); Web standards; Knowledge management; Web development; Game theory; Web application security; Mathematics","score_opus":0.023834604096262826,"score_gpt":0.2320870691783349,"score_spread":0.20825246508207207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1748273688","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.022772992,0.00087592815,0.9218788,0.000414434,0.0021053003,0.0003828724,0.0000065145073,0.00016293734,0.051400207],"genre_scores_gemma":[0.9945977,0.000022315662,0.003980465,0.00044218558,0.00083930144,0.0000023994517,0.000065725115,0.000020359263,0.000029570181],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987657,0.000005476758,0.0004134226,0.00024125185,0.0003311637,0.00024296902],"domain_scores_gemma":[0.9984932,0.000058584174,0.0005587756,0.00035468553,0.000527336,0.0000074450663],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005983595,0.00026348355,0.0003058657,0.0007986308,0.00020853835,0.00050366914,0.000644531,0.0001765067,0.00011556018],"category_scores_gemma":[0.0000076124684,0.00023799107,0.000042643194,0.0006244906,0.0004953072,0.0026663074,0.00030106152,0.00036661193,0.000022649443],"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":[0.000026788182,0.000055079883,0.0035948448,0.0017467397,0.000028803484,0.0000055116648,0.0007700788,0.061004467,0.0006711459,0.83511144,0.00000724773,0.09697782],"study_design_scores_gemma":[0.0007789267,0.00007941394,0.01124392,0.005895451,0.00016144404,0.00001797786,0.00011285057,0.2935241,0.0015137661,0.6805433,0.0042017736,0.0019270753],"about_ca_topic_score_codex":0.00066218164,"about_ca_topic_score_gemma":0.00093864644,"teacher_disagreement_score":0.9718247,"about_ca_system_score_codex":0.00003536687,"about_ca_system_score_gemma":0.00009443029,"threshold_uncertainty_score":0.9704994},"labels":[],"label_agreement":null},{"id":"W1764836044","doi":"","title":"Guide de gestion stratégique de l'information pour les PME","year":2015,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Political science","score_opus":0.027217144823950677,"score_gpt":0.2513812730752176,"score_spread":0.22416412825126694,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1764836044","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47011164,0.0006962758,0.14034028,0.34549543,0.0012986369,0.0005218412,0.000058147234,0.00030526303,0.041172463],"genre_scores_gemma":[0.7132272,0.010881811,0.07230197,0.010532321,0.0069946838,0.00033156687,0.0023484067,0.00018400124,0.18319802],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977536,0.00027296724,0.0008744815,0.00039415405,0.0002285852,0.00047616434],"domain_scores_gemma":[0.9962101,0.0012995832,0.0008033173,0.00031957263,0.0012704403,0.00009698573],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003133521,0.00037812587,0.00028719465,0.00054077693,0.0001318495,0.0011877118,0.00037206878,0.0005755998,0.0008421496],"category_scores_gemma":[0.007734282,0.0004785728,0.0001459011,0.0003459261,0.00012328321,0.005729588,0.00016007767,0.0007645658,0.0011110748],"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":[0.00019479688,0.00039028356,0.13923262,0.00057600305,0.00012083552,0.000054434062,0.00043182107,0.19102868,0.0003137981,0.44166863,0.07172034,0.15426774],"study_design_scores_gemma":[0.0017291064,0.000028360151,0.17149042,0.0012232915,0.000120337536,0.00023398934,0.00039483636,0.19121039,0.00015949551,0.04462135,0.58819646,0.00059196434],"about_ca_topic_score_codex":0.00432192,"about_ca_topic_score_gemma":0.00038312355,"teacher_disagreement_score":0.5164761,"about_ca_system_score_codex":0.0016299627,"about_ca_system_score_gemma":0.00084797235,"threshold_uncertainty_score":0.99984914},"labels":[],"label_agreement":null},{"id":"W1766135313","doi":"10.7202/1030389ar","title":"Pratiques coopétitives dans l’Open Innovation : Les enseignements des patent pools","year":2015,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Business; Philosophy","score_opus":0.10887232421035371,"score_gpt":0.2913141833526752,"score_spread":0.18244185914232153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1766135313","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13456757,0.00062370906,0.031059038,0.0136929015,0.0051785638,0.0013369661,0.00004714332,0.00017851655,0.8133156],"genre_scores_gemma":[0.9179083,0.00020577741,0.0048809703,0.0032299035,0.001484609,0.00022187416,0.0018086054,0.00006579518,0.070194125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974353,0.000041881645,0.0008357335,0.0005457502,0.0007211507,0.00042019348],"domain_scores_gemma":[0.99662286,0.000018964296,0.0006515231,0.00027162614,0.0024097797,0.00002522297],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010902418,0.00038180276,0.00024916723,0.0007621862,0.00046871213,0.0022964717,0.0010076151,0.00015037162,0.0017784088],"category_scores_gemma":[0.00018573595,0.00041177467,0.000056726505,0.0016315673,0.00024497035,0.0063802497,0.001144956,0.00020246852,0.00070460624],"study_design_candidate":"theoretical_or_conceptual","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":[0.00014205529,0.0005906633,0.041698076,0.0003510788,0.0003998548,0.000049594648,0.00034841677,0.0002477988,0.00007484879,0.8282662,0.07635595,0.051475488],"study_design_scores_gemma":[0.0026488218,0.00007012174,0.12398851,0.00092163903,0.00018171543,0.000006553253,0.007289754,0.0034922212,0.00024655042,0.07241569,0.7880287,0.000709738],"about_ca_topic_score_codex":0.0020992893,"about_ca_topic_score_gemma":0.00031782012,"teacher_disagreement_score":0.78334075,"about_ca_system_score_codex":0.00039687462,"about_ca_system_score_gemma":0.00007104129,"threshold_uncertainty_score":0.9998334},"labels":[],"label_agreement":null},{"id":"W1775603347","doi":"10.1002/smj.2116","title":"Unmixed signals: How reputation and status affect alliance formation","year":2013,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":227,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Reputation; Interdependence; Alliance; Congruence (geometry); Affect (linguistics); Business; Panel data; Marketing; Industrial organization; Business administration; Psychology; Social psychology; Economics; Political science; Econometrics; Law","score_opus":0.03348163255515199,"score_gpt":0.2372707296633466,"score_spread":0.20378909710819462,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1775603347","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71693635,0.00032290092,0.005576923,0.0057549533,0.00067991257,0.0008936397,0.0000010674823,0.00016979054,0.2696645],"genre_scores_gemma":[0.9969016,0.0002832222,0.0008549186,0.00067819015,0.00059993565,0.000037087113,0.000044660017,0.000018423423,0.0005820002],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987149,0.000022276061,0.00033278903,0.00021975981,0.00032716204,0.00038311616],"domain_scores_gemma":[0.9990174,0.000013847109,0.0004803913,0.00013094104,0.0003323243,0.000025086736],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00046511818,0.00020684395,0.00015826056,0.0002762059,0.00038039265,0.002545709,0.00013788977,0.000063911146,0.00047168022],"category_scores_gemma":[0.000012251242,0.00017933646,0.00004354974,0.00057139376,0.000045650573,0.005084333,0.00005840997,0.00020781365,0.00015693951],"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":[0.000067329966,0.00011354933,0.0021978093,0.0010756453,0.00014615685,0.00008983079,0.000064201144,0.00034722555,0.0019539334,0.9452599,0.00701027,0.04167413],"study_design_scores_gemma":[0.0023547874,0.00007342025,0.04384144,0.0003101054,0.00017137817,0.000101778845,0.006578125,0.04472878,0.000091501424,0.89005655,0.010918681,0.0007734339],"about_ca_topic_score_codex":0.000043318752,"about_ca_topic_score_gemma":0.0000091786505,"teacher_disagreement_score":0.27996522,"about_ca_system_score_codex":0.00004284719,"about_ca_system_score_gemma":0.000012765371,"threshold_uncertainty_score":0.99848974},"labels":[],"label_agreement":null},{"id":"W1787948477","doi":"","title":"Créativité et gestion : les idées au service de l'innovation","year":2011,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Political science; Business","score_opus":0.05171823810207112,"score_gpt":0.2590761708351229,"score_spread":0.20735793273305178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1787948477","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70385283,0.0003327757,0.026449928,0.24315363,0.0011537793,0.00040188903,0.000039167036,0.00023130898,0.024384666],"genre_scores_gemma":[0.9185071,0.00442565,0.019269342,0.010937851,0.0024802864,0.00021591416,0.0011864243,0.0001548426,0.042822596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.997444,0.00031873398,0.00084945915,0.0006736883,0.00022364981,0.00049048435],"domain_scores_gemma":[0.99528307,0.0016935563,0.0010634896,0.00040330322,0.0015106275,0.000045954628],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026464737,0.0004645383,0.00034756862,0.00082610524,0.00021353655,0.0006213728,0.00041406194,0.0005553884,0.0018024059],"category_scores_gemma":[0.0041641193,0.0005814075,0.00013104707,0.0010198741,0.00017494745,0.0043153563,0.00023367566,0.0008536182,0.0007571203],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021146555,0.0007122906,0.19287875,0.00086167105,0.00016368601,0.000045197532,0.0011082866,0.012493825,0.00094576797,0.6880007,0.0071693184,0.09540903],"study_design_scores_gemma":[0.0013471302,0.000032264667,0.73044866,0.002053621,0.00016930017,0.00011136846,0.000300435,0.053586826,0.0004550958,0.058881264,0.15185432,0.00075968],"about_ca_topic_score_codex":0.0068747024,"about_ca_topic_score_gemma":0.0015744966,"teacher_disagreement_score":0.62911946,"about_ca_system_score_codex":0.00081379,"about_ca_system_score_gemma":0.00041661848,"threshold_uncertainty_score":0.99973863},"labels":[],"label_agreement":null},{"id":"W1790571062","doi":"10.7202/1024517ar","title":"Communautés de pratique et capacité d’absorption des connaissances dans un contexte inter-organisationnel","year":2014,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.021844944489352588,"score_gpt":0.24450374767749677,"score_spread":0.22265880318814418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1790571062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66930073,0.0005311938,0.2036501,0.113947615,0.0009322378,0.00037790075,0.000036411846,0.00020335452,0.0110204695],"genre_scores_gemma":[0.9677693,0.0036162264,0.0096250875,0.0061181574,0.0011311558,0.00012495635,0.0005208337,0.00008936221,0.011004903],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9972282,0.0006421412,0.0008877916,0.0005869671,0.00018193324,0.00047297083],"domain_scores_gemma":[0.994298,0.0033294142,0.00096361246,0.00044996297,0.00089149736,0.00006755625],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0035236632,0.0004601573,0.0004034642,0.00036561815,0.0003077177,0.0011723711,0.00048455343,0.00043124665,0.0013859414],"category_scores_gemma":[0.0065045645,0.00055893284,0.00017039695,0.00035584145,0.00055400893,0.003753709,0.00021184099,0.0008493321,0.00047099753],"study_design_candidate":"theoretical_or_conceptual","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":[0.00013350256,0.00054191943,0.121648744,0.00064493273,0.00020000043,0.000017182574,0.0021814492,0.020415286,0.0026083277,0.7889733,0.0028324698,0.059802882],"study_design_scores_gemma":[0.002663741,0.00007274761,0.5295389,0.0032080233,0.00023657139,0.00022334505,0.0010000626,0.12934253,0.0013455332,0.19364399,0.13769288,0.0010316691],"about_ca_topic_score_codex":0.0023486977,"about_ca_topic_score_gemma":0.0016014508,"teacher_disagreement_score":0.5953293,"about_ca_system_score_codex":0.0006663806,"about_ca_system_score_gemma":0.00022374159,"threshold_uncertainty_score":0.9998645},"labels":[],"label_agreement":null},{"id":"W1790627602","doi":"","title":"Entrepreneuriat régional et économie de la connaissance. Une métaphore des romans policiers","year":2006,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Political science","score_opus":0.016015088078815617,"score_gpt":0.24764540197348842,"score_spread":0.2316303138946728,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1790627602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7846014,0.0017106765,0.0066734008,0.16467573,0.0009947857,0.0003873797,0.00010301929,0.00022931163,0.040624317],"genre_scores_gemma":[0.9039618,0.009860784,0.008104675,0.0065833507,0.003467813,0.00016551488,0.0011590444,0.00015452279,0.06654254],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.997042,0.0003869327,0.0009290093,0.0008049832,0.0002075698,0.0006294936],"domain_scores_gemma":[0.99462193,0.0034944008,0.0008335296,0.0004246738,0.0005499094,0.00007557736],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001771426,0.0005500881,0.00044797655,0.0005948981,0.00024213144,0.0013550957,0.0004762624,0.0005242258,0.0017347932],"category_scores_gemma":[0.0020629887,0.0006944453,0.00029213823,0.00056285807,0.00065653777,0.0027426654,0.00023921784,0.0007891125,0.0005021914],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001558436,0.00071023323,0.27676037,0.00037111927,0.00015421149,0.00009679094,0.00021417145,0.09058781,0.0007354784,0.5813863,0.036221955,0.012605665],"study_design_scores_gemma":[0.0018459635,0.000020060434,0.47492886,0.0012024905,0.00013365173,0.00020867039,0.00009953759,0.023385156,0.00022820011,0.15356764,0.34369406,0.00068571407],"about_ca_topic_score_codex":0.007746574,"about_ca_topic_score_gemma":0.0008521681,"teacher_disagreement_score":0.42781872,"about_ca_system_score_codex":0.0009756642,"about_ca_system_score_gemma":0.00042682953,"threshold_uncertainty_score":0.9996816},"labels":[],"label_agreement":null},{"id":"W1792196934","doi":"10.1108/jarhe-07-2013-0034","title":"The effectiveness of co-opetition in a live case study approach","year":2015,"lang":"en","type":"article","venue":"Journal of Applied Research in Higher Education","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Guelph General Hospital; University of Guelph","funders":"","keywords":"Capstone; Context (archaeology); Capstone course; Competition (biology); Class (philosophy); Business; Strategic management; Marketing; Work (physics); Process (computing); Management; Public relations; Engineering; Political science; Computer science; Economics","score_opus":0.16539241751820002,"score_gpt":0.3953252374781376,"score_spread":0.22993281995993756,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1792196934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9423513,0.00008412949,0.000012627171,0.00030881786,0.0002964866,0.00060818647,1.0307078e-7,0.000002991745,0.05633537],"genre_scores_gemma":[0.99925804,0.000004864837,0.000041619376,0.000022491298,0.0005530995,0.000081618535,0.0000045948923,0.000009157203,0.000024538316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99867153,0.00017216666,0.0004312185,0.0001121087,0.00044898357,0.00016401123],"domain_scores_gemma":[0.9981564,0.00024605865,0.00028580384,0.000131461,0.0011677399,0.000012501104],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010183531,0.00007364438,0.0001548652,0.000752167,0.00008634772,0.00014394123,0.00018052524,0.000054850974,0.000011246478],"category_scores_gemma":[0.00009486557,0.00005181889,0.000018413844,0.0015517272,0.00007927165,0.0006397323,0.000038115097,0.0004211077,0.00000908957],"study_design_candidate":"theoretical_or_conceptual","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":[0.0075070313,0.013366858,0.21229818,0.0019413822,0.00010349956,0.00027464665,0.002726605,0.0042974143,0.0024492615,0.7394337,0.0043593147,0.01124208],"study_design_scores_gemma":[0.0069686202,0.00037688963,0.66887367,0.00058643596,0.000043621923,0.00015018645,0.113048404,0.00064023613,0.00038894924,0.19952911,0.00902131,0.00037255746],"about_ca_topic_score_codex":0.00084822834,"about_ca_topic_score_gemma":0.00003913119,"teacher_disagreement_score":0.5399046,"about_ca_system_score_codex":0.00016553493,"about_ca_system_score_gemma":0.0003221856,"threshold_uncertainty_score":0.35294288},"labels":[],"label_agreement":null},{"id":"W1799136418","doi":"10.7202/1025689ar","title":"Quelle est la place de la créativité organisationnelle dans les PME en hypercroissance ?1","year":2014,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy; Art","score_opus":0.012901645731702336,"score_gpt":0.23102019456776443,"score_spread":0.2181185488360621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1799136418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7515302,0.0004885856,0.07286843,0.1152139,0.000676649,0.0003044074,0.000029774985,0.00021788735,0.05867017],"genre_scores_gemma":[0.92367303,0.0037632065,0.0085181305,0.0014210996,0.0018904409,0.00008083554,0.00027972442,0.00010414518,0.0602694],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975386,0.0007020464,0.000610653,0.0005969445,0.00018438323,0.00036733938],"domain_scores_gemma":[0.9911791,0.00744497,0.0005405818,0.0003685925,0.0004143816,0.00005236894],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027948618,0.00039202967,0.00032491572,0.00032354085,0.00023146062,0.00095304404,0.00042667935,0.0004989732,0.0014657803],"category_scores_gemma":[0.0064757643,0.00048545338,0.00013438649,0.0003496652,0.0002887855,0.0019867998,0.00021706395,0.00074434927,0.0006685758],"study_design_candidate":"theoretical_or_conceptual","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":[0.000092698494,0.0005731941,0.21289915,0.0005329487,0.00011460723,0.0000386459,0.0010524454,0.070991,0.0025660766,0.6589187,0.009904819,0.042315733],"study_design_scores_gemma":[0.0013890656,0.000019512463,0.2835864,0.0010175669,0.000111460555,0.00016317068,0.00035362388,0.122473575,0.00040465637,0.025579106,0.5642852,0.0006166201],"about_ca_topic_score_codex":0.0019241296,"about_ca_topic_score_gemma":0.0004605566,"teacher_disagreement_score":0.6333396,"about_ca_system_score_codex":0.0005563212,"about_ca_system_score_gemma":0.00024352084,"threshold_uncertainty_score":0.99975973},"labels":[],"label_agreement":null},{"id":"W1802004745","doi":"","title":"Marketing stratégique du sport","year":2004,"lang":"fr","type":"article","venue":"Revue française de gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Franchise; Humanities; Political science; Art; Business; Marketing","score_opus":0.011770793599557914,"score_gpt":0.1940288261253911,"score_spread":0.1822580325258332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1802004745","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8445072,0.006428453,0.013914385,0.09893674,0.0041138185,0.00058236683,0.000008325933,0.00033854094,0.031170126],"genre_scores_gemma":[0.9892114,0.00049200136,0.0016887491,0.0009693119,0.0054375953,0.000027027347,0.00016848187,0.000058892754,0.0019465456],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99834305,0.000024489304,0.0005229972,0.0004051867,0.00018815816,0.0005161269],"domain_scores_gemma":[0.99880564,0.000035439036,0.00036047926,0.00026117888,0.00050856965,0.000028674702],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015055775,0.0003078799,0.00027916738,0.00026754226,0.00034587705,0.00035679023,0.00018618042,0.00048836315,0.000572626],"category_scores_gemma":[0.00040915603,0.0003800269,0.00011066101,0.0011041887,0.00010169591,0.0022755258,0.000055871562,0.0005026673,0.0007720995],"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":[0.00033237084,0.00056774257,0.14747304,0.0055004978,0.00006373043,0.00042892477,0.00021300004,0.019052036,0.0013461191,0.754345,0.0043405085,0.066337034],"study_design_scores_gemma":[0.001275761,0.000022876273,0.61553097,0.0035507726,0.00019444838,0.00014032517,0.00011334101,0.005087991,0.00012708924,0.007478088,0.36581585,0.0006624964],"about_ca_topic_score_codex":0.002411437,"about_ca_topic_score_gemma":0.00023659051,"teacher_disagreement_score":0.7468669,"about_ca_system_score_codex":0.00020731994,"about_ca_system_score_gemma":0.00017454513,"threshold_uncertainty_score":0.9998652},"labels":[],"label_agreement":null},{"id":"W1808420185","doi":"","title":"Le rôle de l'échange d'information et de l'utilisation des systèmes d'information inter-organisationnels dans la structure des relations d'affaires","year":2014,"lang":"fr","type":"article","venue":"Archipelago (Université du Québec à Montréal)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Concurrence; Philosophy; Physics","score_opus":0.005910114515121006,"score_gpt":0.16424590599625521,"score_spread":0.15833579148113422,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1808420185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6957154,0.0002931506,0.28265217,0.0082739955,0.0002495754,0.0003016572,0.000029074852,0.0002040993,0.012280843],"genre_scores_gemma":[0.9957613,0.000085125874,0.0024580706,0.00067266735,0.00027206005,0.000010857223,0.00055319385,0.00003170949,0.00015504708],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99841046,0.00017854039,0.0004794921,0.00020705219,0.00025799326,0.00046644005],"domain_scores_gemma":[0.99824095,0.00019619358,0.0005683722,0.00027606665,0.0006621174,0.000056304947],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007144991,0.0003344655,0.0002458711,0.0006334477,0.0014304091,0.00065005984,0.00033115828,0.00029218214,0.0002839919],"category_scores_gemma":[0.00059200166,0.00039557816,0.0001128709,0.00091602566,0.0004606535,0.017928423,0.00017736293,0.0003411148,0.00021306076],"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":[0.000100799654,0.00008161015,0.023855569,0.0006800854,0.00008409167,0.0000038312705,0.104100935,0.006567651,0.0005156355,0.7917395,0.001279444,0.070990816],"study_design_scores_gemma":[0.0021126326,0.00007971656,0.5090656,0.0006940133,0.0003667303,0.00009759795,0.1286338,0.12961052,0.00025982753,0.14325073,0.08496256,0.000866251],"about_ca_topic_score_codex":0.18808322,"about_ca_topic_score_gemma":0.22880796,"teacher_disagreement_score":0.6484888,"about_ca_system_score_codex":0.0007921469,"about_ca_system_score_gemma":0.0007455124,"threshold_uncertainty_score":0.9998696},"labels":[],"label_agreement":null},{"id":"W1808670228","doi":"10.7202/1028492ar","title":"Gouvernance et dynamiques d’innovation au sein d’un technopôle. Une analyse par les pratiques institutionnelles d’innovation","year":2015,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.03566976128931075,"score_gpt":0.2756284108529399,"score_spread":0.2399586495636291,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1808670228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34163794,0.00072563183,0.22288954,0.09126511,0.007989346,0.0012300907,0.00007019216,0.00071776676,0.3334744],"genre_scores_gemma":[0.97830266,0.00027818978,0.006400726,0.0033403542,0.0015626394,0.00014824403,0.0024774857,0.000061791885,0.0074279136],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963691,0.00004910074,0.001380484,0.00072664215,0.0009900471,0.00048459994],"domain_scores_gemma":[0.9947783,0.000028070823,0.0013596038,0.00042126802,0.0033910065,0.00002177603],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017813715,0.00054208346,0.00034942737,0.0020962947,0.0004884525,0.0010535591,0.00070501043,0.0003274901,0.00042831688],"category_scores_gemma":[0.00040019923,0.0005995598,0.00008863979,0.0067306804,0.0003135808,0.006346556,0.00046230527,0.0004475284,0.0003272385],"study_design_candidate":"theoretical_or_conceptual","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":[0.000106918815,0.000502786,0.04547948,0.0004128253,0.00040346145,0.000045707693,0.00022741972,0.002266151,0.00016052063,0.88709974,0.0232893,0.040005714],"study_design_scores_gemma":[0.0030228612,0.0000761961,0.18245424,0.0015134986,0.000355895,0.0000148298805,0.005662343,0.038713593,0.00097172696,0.1112689,0.65453017,0.0014157329],"about_ca_topic_score_codex":0.0031412868,"about_ca_topic_score_gemma":0.0011842517,"teacher_disagreement_score":0.7758308,"about_ca_system_score_codex":0.00062017725,"about_ca_system_score_gemma":0.00020731737,"threshold_uncertainty_score":0.99998343},"labels":[],"label_agreement":null},{"id":"W1817045299","doi":"","title":"Cas de stratégie de PME","year":2003,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Computer science","score_opus":0.02084937085742255,"score_gpt":0.24924379900171378,"score_spread":0.22839442814429123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1817045299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7421399,0.0015430327,0.025588563,0.1774615,0.0015999655,0.00039016613,0.00003825439,0.00020023955,0.05103837],"genre_scores_gemma":[0.82675165,0.0119248545,0.021339342,0.007849357,0.0026144327,0.00014059608,0.0003586112,0.00014385555,0.12887728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781156,0.00026151683,0.00064301677,0.0005576841,0.00016261016,0.0005635881],"domain_scores_gemma":[0.99675626,0.0017432143,0.0005505599,0.00035865445,0.00052180246,0.0000695231],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021060025,0.0003738954,0.0003076578,0.0004000106,0.00014754162,0.000981355,0.00032729076,0.00042204966,0.0029831291],"category_scores_gemma":[0.0052227215,0.00048507552,0.00017466037,0.00039272674,0.0001502168,0.0022865396,0.00010083862,0.00071569975,0.00088209804],"study_design_candidate":"theoretical_or_conceptual","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":[0.00006742924,0.0004743561,0.18059623,0.0004981124,0.0001323401,0.0001526018,0.00017263899,0.038281467,0.0004998726,0.7416643,0.013255203,0.024205439],"study_design_scores_gemma":[0.0015385847,0.000021516695,0.21235009,0.001124517,0.00015455224,0.00038794958,0.00015724782,0.030074183,0.00044088814,0.09287101,0.66016406,0.00071540946],"about_ca_topic_score_codex":0.0011439497,"about_ca_topic_score_gemma":0.0003416824,"teacher_disagreement_score":0.6487933,"about_ca_system_score_codex":0.0010371134,"about_ca_system_score_gemma":0.0005195548,"threshold_uncertainty_score":0.9998958},"labels":[],"label_agreement":null},{"id":"W1819971698","doi":"10.3917/vse.199.0092","title":"Entre compétition et coopétition : le rôle stratégique et social des investisseurs dans la co-construction de l’écosystème du financement des PME-ETI au Québec","year":2015,"lang":"fr","type":"article","venue":"Vie & sciences de l entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Art","score_opus":0.04842695863832524,"score_gpt":0.2829593649791713,"score_spread":0.23453240634084604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1819971698","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9077902,0.00046179697,0.044703215,0.01571492,0.00059690746,0.00031324633,0.000021221013,0.00012827698,0.030270258],"genre_scores_gemma":[0.9936948,0.00028778453,0.004260538,0.00079115934,0.000527898,0.000028916123,0.00011636677,0.000022233296,0.00027031812],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.997678,0.00029364566,0.0004876557,0.00050608744,0.00041115418,0.00062350446],"domain_scores_gemma":[0.9986552,0.0000807189,0.0004810652,0.00015045344,0.00056563056,0.00006694376],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0025083977,0.00030730444,0.00025729454,0.0002444063,0.001313824,0.00096771034,0.00030267783,0.0002091616,0.00018115877],"category_scores_gemma":[0.0004042519,0.00033289212,0.000085569474,0.0012835279,0.00215077,0.004065402,0.00010282834,0.00026900758,0.00011769117],"study_design_candidate":"observational","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":[0.00007549831,0.0004934616,0.38388425,0.00045345208,0.000028157212,0.00003737433,0.0056915367,0.007163747,0.0021042873,0.57770216,0.004332227,0.018033877],"study_design_scores_gemma":[0.0033485438,0.00021829807,0.56139475,0.0016570684,0.00027164444,0.00028096914,0.032628454,0.03281159,0.0035945172,0.27928653,0.08300214,0.0015055158],"about_ca_topic_score_codex":0.06083248,"about_ca_topic_score_gemma":0.040638342,"teacher_disagreement_score":0.2984156,"about_ca_system_score_codex":0.0009336828,"about_ca_system_score_gemma":0.0031938956,"threshold_uncertainty_score":0.99998635},"labels":[],"label_agreement":null},{"id":"W1824943158","doi":"10.3917/riges.402.0030","title":"Drapeaux rouges pour les gestionnaires de commandites","year":2015,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.048725150199446225,"score_gpt":0.2500217259032901,"score_spread":0.20129657570384385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1824943158","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5114792,0.02267493,0.020019492,0.41717103,0.0054072295,0.00042085254,0.000010396071,0.0005667072,0.022250134],"genre_scores_gemma":[0.9873712,0.0002152214,0.0009961994,0.0009903263,0.0036691627,0.000019667257,0.00017823631,0.00003580138,0.0065242075],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987518,0.000052608768,0.00031550974,0.00025705528,0.00024403306,0.00037895242],"domain_scores_gemma":[0.9986663,0.000050787457,0.00025388534,0.00018963093,0.0008101209,0.000029294077],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00076121,0.00023956991,0.00018138709,0.00024076187,0.00030001733,0.00050655764,0.00016741919,0.00032313896,0.00044940767],"category_scores_gemma":[0.0006405016,0.0002572578,0.000053488984,0.0006579136,0.00013856313,0.0024503781,0.000077311786,0.00029249606,0.0011453701],"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":[0.00011242437,0.00032211092,0.23082702,0.0006684459,0.000047239293,0.000026452335,0.00018899773,0.0046279547,0.00045133664,0.40505585,0.24052452,0.11714766],"study_design_scores_gemma":[0.0010137382,0.00003408115,0.47289065,0.00085757655,0.0001617197,0.000027409495,0.00056812755,0.019382458,0.00014845094,0.03943321,0.46500754,0.0004750172],"about_ca_topic_score_codex":0.0023928145,"about_ca_topic_score_gemma":0.00020155727,"teacher_disagreement_score":0.47589195,"about_ca_system_score_codex":0.00014566888,"about_ca_system_score_gemma":0.0001275002,"threshold_uncertainty_score":0.99998796},"labels":[],"label_agreement":null},{"id":"W1835976427","doi":"10.3917/riges.342.0047","title":"L'expérience de consommation","year":2009,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.017596332636155416,"score_gpt":0.23199269190426197,"score_spread":0.21439635926810655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1835976427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5601027,0.003993077,0.0308837,0.3571231,0.0035957044,0.00041337605,0.0000030399738,0.0003430486,0.043542236],"genre_scores_gemma":[0.99157923,0.00008204423,0.0006195306,0.0034549811,0.0011771744,0.0000048576426,0.000070225506,0.000008126773,0.0030038299],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991607,0.000015589148,0.00023142505,0.00018146753,0.00014312839,0.00026767072],"domain_scores_gemma":[0.9993226,0.000015683905,0.00018523373,0.00012835891,0.00033852286,0.000009620617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003929443,0.00013165179,0.0000989232,0.00012884213,0.00019936138,0.00031538313,0.00009384126,0.00018980421,0.00045636776],"category_scores_gemma":[0.00021471431,0.00015210173,0.00002986153,0.00072598836,0.00005959518,0.0028730857,0.000014318568,0.00017136971,0.0007763158],"study_design_candidate":"theoretical_or_conceptual","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":[0.000029687395,0.000120623146,0.004305839,0.00016073373,0.000004560195,0.000009335879,0.00010427373,0.0009034602,0.002533617,0.77237564,0.012992132,0.2064601],"study_design_scores_gemma":[0.0005270802,0.00003866081,0.54035825,0.00057117833,0.00007463921,0.000024083274,0.0001272979,0.030152775,0.00041100368,0.052904807,0.37443814,0.00037211235],"about_ca_topic_score_codex":0.00020639182,"about_ca_topic_score_gemma":0.000011599919,"teacher_disagreement_score":0.71947086,"about_ca_system_score_codex":0.00007584171,"about_ca_system_score_gemma":0.000044047323,"threshold_uncertainty_score":0.99782276},"labels":[],"label_agreement":null},{"id":"W1868845026","doi":"10.1111/j.1911-3846.2010.01010_15.x","title":"Utilisation par les analystes des informations non financières publiées","year":2010,"lang":"fr","type":"article","venue":"Contemporary Accounting Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.09491921261075321,"score_gpt":0.32072731459869996,"score_spread":0.22580810198794676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1868845026","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83860683,0.0037967572,0.00035826617,0.0163862,0.002255012,0.00079348707,0.000021865226,0.00019439739,0.13758717],"genre_scores_gemma":[0.99054384,0.00011145657,0.00043156155,0.00030478256,0.00291186,0.00009432461,0.0005373897,0.000063140506,0.0050016376],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9961574,0.000091778085,0.0010929494,0.000569708,0.0010474897,0.0010406435],"domain_scores_gemma":[0.99247843,0.0003928525,0.0006185786,0.0006736697,0.0057901167,0.000046332494],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.006471949,0.000415761,0.00041454745,0.0019277453,0.003365622,0.0043051736,0.00083655416,0.0005843889,0.0013405238],"category_scores_gemma":[0.0039086915,0.00042750683,0.00015030443,0.005100425,0.0015297597,0.021996422,0.00048651968,0.001970009,0.0010904538],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010808354,0.00032973927,0.6994583,0.0031052504,0.00009541897,0.000016899477,0.00045401684,0.000052499458,0.0062977737,0.116869554,0.10619694,0.06701552],"study_design_scores_gemma":[0.0007350728,0.00002886258,0.3984835,0.0008188992,0.000031997948,0.000006148547,0.0019214827,0.013559323,0.00067462167,0.008668401,0.5745182,0.0005534418],"about_ca_topic_score_codex":0.0080469875,"about_ca_topic_score_gemma":0.0013587207,"teacher_disagreement_score":0.4683213,"about_ca_system_score_codex":0.00007511907,"about_ca_system_score_gemma":0.00058283657,"threshold_uncertainty_score":0.99981767},"labels":[],"label_agreement":null},{"id":"W1874193642","doi":"10.3968/j.ccc.1923670020060204.002","title":"A Study on the Functions of Integrated Clusters in Corporations Future Competition","year":2010,"lang":"en","type":"article","venue":"Cross-cultural communication","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Concurrence; Competition (biology); Humanities; Political science; Sociology; Philosophy; Ecology; Biology","score_opus":0.03841078214858169,"score_gpt":0.2938045076567091,"score_spread":0.25539372550812744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1874193642","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9851684,0.000010858138,0.000038221944,0.0050362493,0.0003105025,0.0004394017,0.000004923063,0.00006199779,0.008929423],"genre_scores_gemma":[0.99869794,0.0000039537904,0.000031397634,0.00037888452,0.00016723013,0.00007344181,0.0005483902,0.000008345327,0.000090418696],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992855,0.000031350202,0.0003258749,0.00012636205,0.00013740761,0.000093491086],"domain_scores_gemma":[0.99835384,0.000046912162,0.00029731193,0.00050030905,0.0007979181,0.000003705671],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041639712,0.000114148716,0.00010738048,0.00013478144,0.0004864441,0.00036146346,0.0003243883,0.000078408826,0.00010864283],"category_scores_gemma":[0.00013100989,0.00007464346,0.000033582342,0.0010798252,0.0002119188,0.0014587189,0.00007495059,0.00045379967,0.000064033105],"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":[0.00018191228,0.0011495864,0.23294279,0.00004075034,0.00003420549,8.47298e-7,0.0007747322,0.0006918329,0.016138522,0.74156034,0.0022595425,0.0042249355],"study_design_scores_gemma":[0.00083427096,0.000033166794,0.9523641,0.000051429324,0.00002481436,0.0000015886737,0.013656673,0.0019370447,0.00013774351,0.0016951096,0.02907055,0.00019349926],"about_ca_topic_score_codex":0.00061547116,"about_ca_topic_score_gemma":0.0029829398,"teacher_disagreement_score":0.73986524,"about_ca_system_score_codex":0.00002337799,"about_ca_system_score_gemma":0.000016983431,"threshold_uncertainty_score":0.37413839},"labels":[],"label_agreement":null},{"id":"W1879552980","doi":"10.3917/riges.402.0044","title":"Innover : un incontournable pour mieux gérer l’énergie","year":2015,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"World Federation of Science Journalists; HEC Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.039203142236836554,"score_gpt":0.23595255311388194,"score_spread":0.1967494108770454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1879552980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43904832,0.010720289,0.009331829,0.33754823,0.01592058,0.0006365453,0.000010980908,0.0004390442,0.18634418],"genre_scores_gemma":[0.9395454,0.00007940205,0.00090359675,0.0027485033,0.0045759752,0.000016771624,0.00016879596,0.000048634112,0.05191294],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984338,0.00003372796,0.00043567814,0.00031839867,0.00033582302,0.00044253754],"domain_scores_gemma":[0.9978535,0.000022649616,0.00034919195,0.0002510663,0.0014923126,0.000031291627],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00089135824,0.0002671062,0.0002209579,0.00028611274,0.0002004977,0.0005056593,0.00018454473,0.0003630264,0.0012814417],"category_scores_gemma":[0.00043905646,0.00028247878,0.000053004886,0.0014111004,0.00007847121,0.0041757016,0.00011903658,0.00035456373,0.0034892324],"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":[0.00017865296,0.000380267,0.021301707,0.0005069278,0.00008336088,0.00006900995,0.000113463255,0.0053101727,0.0011133358,0.4418734,0.43413216,0.09493755],"study_design_scores_gemma":[0.001645933,0.000024559435,0.030515425,0.00035824883,0.000121418816,0.000012887025,0.0003358212,0.014019204,0.0002508857,0.024599236,0.927645,0.00047134454],"about_ca_topic_score_codex":0.0011588221,"about_ca_topic_score_gemma":0.00006623738,"teacher_disagreement_score":0.50049704,"about_ca_system_score_codex":0.00020768309,"about_ca_system_score_gemma":0.000194321,"threshold_uncertainty_score":0.99996275},"labels":[],"label_agreement":null},{"id":"W1882336376","doi":"","title":"Integration of acquired companies - case sudies to create a framework for future acquisitions in Alfa Laval","year":2010,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Interview; Multinational corporation; Value (mathematics); Mergers and acquisitions; Business; Action plan; Engineering; Operations management; Operations research; Marketing; Management; Computer science; Political science; Economics; Finance","score_opus":0.02578149062986514,"score_gpt":0.27635865261390896,"score_spread":0.25057716198404384,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1882336376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9696989,0.000013957913,0.020484557,0.00546494,0.0006585296,0.00038730458,0.000010378137,0.0000668167,0.0032146035],"genre_scores_gemma":[0.9861607,0.0000022394504,0.011570156,0.0010078287,0.0010076041,0.00006244452,0.000094004565,0.000011859161,0.000083156694],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99935126,0.0000031542093,0.00026781,0.00015383441,0.00007736744,0.00014658085],"domain_scores_gemma":[0.99929655,0.000045311248,0.00011173176,0.00014149975,0.00039909946,0.000005820217],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018273607,0.000116617986,0.00016557757,0.00028935395,0.0001284792,0.000112803384,0.00008401198,0.000114515904,0.00020779175],"category_scores_gemma":[0.00013751455,0.000097729295,0.000038874823,0.0007375142,0.00003978546,0.0008007016,0.000038269565,0.000070908,0.000013850261],"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":[0.00010949274,0.00008922713,0.0016720487,0.00010489709,0.0000116657875,0.000008220368,0.00023026102,0.000059716513,0.014460492,0.97731596,0.001810661,0.0041273762],"study_design_scores_gemma":[0.0040665865,0.00020299014,0.33598283,0.00081005954,0.00028044908,0.00011164107,0.03574175,0.031866714,0.021341018,0.475028,0.09245202,0.0021159418],"about_ca_topic_score_codex":0.0008414725,"about_ca_topic_score_gemma":0.005018329,"teacher_disagreement_score":0.5022879,"about_ca_system_score_codex":0.0000067293972,"about_ca_system_score_gemma":0.000012193553,"threshold_uncertainty_score":0.39852852},"labels":[],"label_agreement":null},{"id":"W1883268700","doi":"10.14288/1.0100988","title":"Contract negotiation, incomplete contracting, and asymmetric information : (essays in managerial accounting research)","year":2011,"lang":"en","type":"book","venue":"cIRcle (University of British Columbia)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of British Columbia","funders":"","keywords":"Negotiation; Accounting; Business; Accounting information system; Information asymmetry; Management accounting; Finance; Political science; Law","score_opus":0.021077007595006532,"score_gpt":0.19387363210733777,"score_spread":0.17279662451233124,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1883268700","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27974507,0.0001922622,0.00029016228,0.00015577402,0.0006471758,0.0010242008,0.000082282866,0.00013615469,0.7177269],"genre_scores_gemma":[0.99336165,0.00012074828,0.00006907531,0.0001486443,0.0003984939,0.0000014087699,0.00048639634,0.000028380955,0.005385173],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99838555,0.000029601404,0.0004107052,0.0003558866,0.0004599296,0.00035834772],"domain_scores_gemma":[0.9975358,0.00010257878,0.0008933845,0.00021951017,0.0012310806,0.000017637167],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012924921,0.00010497766,0.000439332,0.00096237595,0.0004323865,0.0008429576,0.00036482653,0.00041756724,0.00023187026],"category_scores_gemma":[0.00028366968,0.00033638973,0.00006753763,0.001090078,0.00027205425,0.0062804082,0.0002974692,0.0006258562,0.00009843317],"study_design_candidate":"observational","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":[0.00010480575,0.00012889282,0.018605972,0.0018122394,0.000092751565,0.00012094817,0.00017850811,0.0000093087065,0.00001325489,0.005162745,0.034714095,0.93905646],"study_design_scores_gemma":[0.0014588701,0.000014472776,0.9444915,0.00060997996,0.000054248754,0.000009140962,0.00041274235,0.0004994865,4.203415e-8,0.009517668,0.04259168,0.00034014665],"about_ca_topic_score_codex":0.21033786,"about_ca_topic_score_gemma":0.16779305,"teacher_disagreement_score":0.93871635,"about_ca_system_score_codex":0.00014671888,"about_ca_system_score_gemma":0.00016233961,"threshold_uncertainty_score":0.9999088},"labels":[],"label_agreement":null},{"id":"W189026567","doi":"","title":"Implementing a Deal Development Platform for Business Ecosystems","year":2010,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Ecosystem; Computer science; Business ecosystem; Process management; Business; Knowledge management; Ecology; Biology","score_opus":0.031060210893328874,"score_gpt":0.2516462739631798,"score_spread":0.2205860630698509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W189026567","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87663895,0.0000798882,0.051056273,0.005060506,0.0019469848,0.005010668,0.000024846962,0.00079291937,0.059388984],"genre_scores_gemma":[0.98624516,0.0000014662209,0.0020113632,0.0030419333,0.004050357,0.0007812519,0.0007928539,0.00021086479,0.0028647434],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99621147,0.000016682472,0.001104845,0.00081460277,0.0005833813,0.0012690204],"domain_scores_gemma":[0.99615777,0.00016046874,0.0010000071,0.0008413208,0.0018023823,0.000038028633],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002469017,0.0006124323,0.0005770141,0.00042262007,0.0027312727,0.0030304492,0.0021620565,0.0002848817,0.00042170935],"category_scores_gemma":[0.00017002253,0.00047519602,0.00010843292,0.0030389419,0.00015952392,0.0023749694,0.0015337772,0.00038585687,0.00027779545],"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":[0.0021433323,0.0012645761,0.043388903,0.004511846,0.0006564344,0.000036748203,0.001486761,0.0028734496,0.021406455,0.15030369,0.0858642,0.6860636],"study_design_scores_gemma":[0.0016129796,0.0000047586263,0.02969635,0.000115018294,0.000071225935,0.00002603712,0.00060183986,0.004399975,0.00013306519,0.000539743,0.96208906,0.0007099313],"about_ca_topic_score_codex":0.0019626673,"about_ca_topic_score_gemma":0.006146161,"teacher_disagreement_score":0.8762249,"about_ca_system_score_codex":0.00006409119,"about_ca_system_score_gemma":0.0002534567,"threshold_uncertainty_score":0.99977},"labels":[],"label_agreement":null},{"id":"W1896733378","doi":"10.7202/1026066ar","title":"L’instabilité des alliances stratégiques asymétriques","year":2014,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.019993534793185566,"score_gpt":0.2493823247017921,"score_spread":0.22938878990860656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1896733378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7355094,0.0025292328,0.027811872,0.18044205,0.0014554064,0.0004384544,0.0000352754,0.000351017,0.05142729],"genre_scores_gemma":[0.86326283,0.02924814,0.027563192,0.005326479,0.004535373,0.00016258199,0.00052189,0.00013395754,0.06924557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99764806,0.0003090489,0.0007672163,0.00065891823,0.00019070826,0.00042607484],"domain_scores_gemma":[0.99498564,0.003024564,0.0006560084,0.0003853013,0.00089627074,0.00005220146],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022160057,0.00041249223,0.0003691845,0.0003684162,0.00017515135,0.0013113328,0.00041568952,0.0003749461,0.0016109435],"category_scores_gemma":[0.005717483,0.00048775194,0.00018458588,0.00036512714,0.00038219153,0.004128114,0.00017150248,0.0005962545,0.00065448106],"study_design_candidate":"theoretical_or_conceptual","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":[0.00008951548,0.00044071037,0.1525136,0.0008987222,0.00010458967,0.000017289714,0.0001591497,0.012637956,0.0002313624,0.6145227,0.005382687,0.2130017],"study_design_scores_gemma":[0.00088769937,0.000039946102,0.19490805,0.0018314634,0.00008644029,0.000045237273,0.000094544426,0.046877034,0.00026458097,0.16263165,0.5917274,0.0006060073],"about_ca_topic_score_codex":0.0013575284,"about_ca_topic_score_gemma":0.0008326626,"teacher_disagreement_score":0.58634466,"about_ca_system_score_codex":0.00040166234,"about_ca_system_score_gemma":0.00014874924,"threshold_uncertainty_score":0.9997574},"labels":[],"label_agreement":null},{"id":"W1900864242","doi":"10.7202/1024520ar","title":"La gestion des ressources humaines dans les PME en hypercroissance","year":2014,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.02389691573484327,"score_gpt":0.242929182758335,"score_spread":0.21903226702349174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1900864242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8500248,0.00094743364,0.017886905,0.10631818,0.00072047475,0.00023189832,0.000021644695,0.00020486384,0.023643753],"genre_scores_gemma":[0.94971204,0.007860556,0.005624707,0.0009517361,0.0023132088,0.00008384988,0.0003027659,0.00008743753,0.033063672],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99756616,0.0005344487,0.00068190374,0.0006367099,0.00019871851,0.00038205992],"domain_scores_gemma":[0.9938347,0.0045572305,0.00056668837,0.00037034744,0.0006247593,0.000046305617],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002455598,0.00041400924,0.0003435922,0.00042883135,0.00032526322,0.0009872917,0.0004377458,0.0005161414,0.00076457416],"category_scores_gemma":[0.007209158,0.00048979465,0.00016042526,0.00036231268,0.0004930395,0.0026025106,0.0001775461,0.0007506622,0.00046066465],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013846328,0.00048176525,0.34845537,0.0010710636,0.00013040852,0.000039550363,0.0014419892,0.057017963,0.0019039728,0.32512903,0.0038945766,0.26029584],"study_design_scores_gemma":[0.0008568964,0.000020714138,0.5350885,0.002043927,0.00010508309,0.00011520531,0.00025478395,0.037767958,0.00019154514,0.024167217,0.39888254,0.00050566206],"about_ca_topic_score_codex":0.0021531044,"about_ca_topic_score_gemma":0.00081609143,"teacher_disagreement_score":0.39498794,"about_ca_system_score_codex":0.0004252107,"about_ca_system_score_gemma":0.00006322832,"threshold_uncertainty_score":0.9997554},"labels":[],"label_agreement":null},{"id":"W1903127205","doi":"10.1002/smj.2245","title":"Reconceptualizing competitive dynamics: A multidimensional framework","year":2014,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":350,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta; HEC Montréal","funders":"Social Sciences and Humanities Research Council of Canada; Batten Institute for Innovation and Entrepreneurship, Darden School of Business, University of Virginia; Darden School Foundation","keywords":"Conceptualization; Competition (biology); Transaction cost; Competitive advantage; Industrial organization; Field (mathematics); Economics; Stakeholder; Conceptual framework; Dynamics (music); Time horizon; Database transaction; Microeconomics; Computer science; Sociology; Management; Mathematics","score_opus":0.026219331880766028,"score_gpt":0.24296716656018438,"score_spread":0.21674783467941836,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1903127205","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06564823,0.000032391712,0.018620284,0.002070758,0.0018180775,0.00022893425,0.0000015766747,0.00016092407,0.91141886],"genre_scores_gemma":[0.98771566,0.000025145975,0.007122129,0.0023979999,0.0022004214,0.000011041935,0.00005331872,0.000032197288,0.00044206766],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982819,0.000032727246,0.0005066657,0.00031786825,0.0004285031,0.000432317],"domain_scores_gemma":[0.9989158,0.000047719084,0.0004641331,0.00021681104,0.00033063407,0.00002492937],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00083976035,0.00026798324,0.00024171511,0.0004051861,0.00055545534,0.0006209798,0.00029766947,0.000109178785,0.0014145562],"category_scores_gemma":[0.00003326843,0.00024306077,0.00010362031,0.0006667265,0.000099838144,0.0009631115,0.0001231054,0.00050105556,0.00046254086],"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":[0.000030278678,0.00006429141,0.0018071851,0.000089811525,0.00006552458,0.000030122914,0.000014054806,0.00012958984,0.000015224661,0.99436337,0.0002980995,0.0030924447],"study_design_scores_gemma":[0.0009818836,0.000024516967,0.0038172982,0.00035727138,0.00008840206,0.000036379508,0.004267136,0.032216415,0.0000058566848,0.9386917,0.019029047,0.00048412918],"about_ca_topic_score_codex":0.00002677409,"about_ca_topic_score_gemma":0.000022705663,"teacher_disagreement_score":0.92206746,"about_ca_system_score_codex":0.00007486461,"about_ca_system_score_gemma":0.00001831471,"threshold_uncertainty_score":0.9994983},"labels":[],"label_agreement":null},{"id":"W1904780691","doi":"10.7202/702793ar","title":"Les alliances technologiques stratégiques: de la théorie à la situation canadienne","year":2005,"lang":"en","type":"article","venue":"Études internationales","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Obsolescence; Phenomenon; Competition (biology); Transaction cost; Business; Product (mathematics); Industrial organization; Economics; Marketing; Finance","score_opus":0.019162772211951246,"score_gpt":0.26151565035174795,"score_spread":0.2423528781397967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1904780691","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86357754,0.00016007549,0.0029277029,0.0046964553,0.00008788835,0.00009100288,0.0000033864544,0.00028577616,0.12817015],"genre_scores_gemma":[0.996169,0.0000853308,0.0021553661,0.0005609798,0.00071205106,0.000032457636,0.00006110589,0.000013512516,0.00021022432],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993287,0.000014503129,0.00019704639,0.00016736322,0.0001334138,0.00015899458],"domain_scores_gemma":[0.9994658,0.000087199536,0.00010942892,0.000090619644,0.00024075169,0.000006172942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045121062,0.0001215177,0.00008576941,0.00020139637,0.000107527805,0.000278447,0.00024514078,0.00013516784,0.00020747763],"category_scores_gemma":[0.00021031333,0.000113759335,0.00003073824,0.00022825737,0.000111445705,0.0011621943,0.000043534,0.00015206893,0.00003588669],"study_design_candidate":"theoretical_or_conceptual","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":[0.000009648433,0.000056651534,0.012492615,0.000026827462,0.00002289637,0.0000035917956,0.000033337623,0.0002926845,0.0010401321,0.9556754,0.0006900037,0.029656202],"study_design_scores_gemma":[0.000460368,0.000016897528,0.16833754,0.0002079759,0.00003651529,0.000016540236,0.00073989155,0.0075133117,0.0038125452,0.14339016,0.6749992,0.00046905884],"about_ca_topic_score_codex":0.0031574715,"about_ca_topic_score_gemma":0.012734672,"teacher_disagreement_score":0.81228524,"about_ca_system_score_codex":0.000118660726,"about_ca_system_score_gemma":0.00005093113,"threshold_uncertainty_score":0.7106246},"labels":[],"label_agreement":null},{"id":"W1909120955","doi":"10.22146/gamaijb.5396","title":"PROMOTING INTRA-FIRM TRANSFER OF KNOWLEDGE THROUGH COMPETITION AND SHARING A Field Study","year":2013,"lang":"en","type":"article","venue":"Gadjah Mada International Journal of Business","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Simon Fraser University","funders":"","keywords":"Competitor analysis; Multinational corporation; Competition (biology); Corporation; Business; Incentive; Strategic management; Knowledge transfer; Field (mathematics); Marketing; Knowledge management; Industrial organization; Economics; Computer science; Finance","score_opus":0.025214792974218764,"score_gpt":0.253585291507866,"score_spread":0.22837049853364724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1909120955","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9861955,0.000082977574,0.005959761,0.0027302825,0.0010852255,0.00024314536,9.543762e-7,0.000018208964,0.0036839596],"genre_scores_gemma":[0.9982744,0.0000220285,0.00021502736,0.0003639895,0.0010645492,0.000007890409,0.0000088116385,0.000016037886,0.000027296957],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99864954,0.000010203553,0.0006893519,0.00015665268,0.0003598823,0.00013437012],"domain_scores_gemma":[0.9964731,0.000043612737,0.00039685747,0.00009075933,0.0029864684,0.000009238931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034971302,0.00015108705,0.00025711066,0.00033109207,0.00007329175,0.0002731716,0.00034673352,0.000060849212,0.00039467536],"category_scores_gemma":[0.00013434739,0.00013042476,0.000050339382,0.0005179301,0.000045500088,0.0031342567,0.00010535379,0.00017984756,0.000018321867],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012520617,0.0065875477,0.50072426,0.0027832235,0.0015035793,0.00018686277,0.0074026724,0.00069160043,0.05044459,0.25823465,0.0035553647,0.16663358],"study_design_scores_gemma":[0.0046176454,0.00015403391,0.96101946,0.001397447,0.0001859836,0.00014452632,0.002042766,0.0045442693,0.0019057981,0.017710967,0.005727307,0.0005497863],"about_ca_topic_score_codex":0.0005308263,"about_ca_topic_score_gemma":0.000044361037,"teacher_disagreement_score":0.4602952,"about_ca_system_score_codex":0.000025031284,"about_ca_system_score_gemma":0.000033727054,"threshold_uncertainty_score":0.5318567},"labels":[],"label_agreement":null},{"id":"W1909434729","doi":"","title":"L'artisanat et la dynamique de réseaux","year":2011,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.022763588379727834,"score_gpt":0.24882612177542734,"score_spread":0.2260625333956995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1909434729","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61296207,0.0009334314,0.040283192,0.18399943,0.0018205257,0.0005311865,0.00006128303,0.00034317083,0.15906572],"genre_scores_gemma":[0.8811511,0.01227596,0.020660125,0.008865283,0.0016518563,0.00018260424,0.00053059467,0.00015637,0.07452611],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9977463,0.00035899473,0.0006828732,0.00059811317,0.00016374738,0.0004499835],"domain_scores_gemma":[0.99652267,0.0018387911,0.0006308531,0.00039072346,0.0005534471,0.00006354892],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022293807,0.00039724095,0.00032005526,0.00048541737,0.00011083175,0.00074160594,0.00043197005,0.00046883308,0.003397302],"category_scores_gemma":[0.0029126224,0.000495731,0.00019010488,0.000370178,0.0002040602,0.0031336877,0.0002524829,0.000821192,0.001014834],"study_design_candidate":"theoretical_or_conceptual","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":[0.00013250233,0.00061735726,0.13369748,0.00044517132,0.0001491545,0.00015738801,0.00035595306,0.0070893825,0.00023955705,0.8066785,0.008608732,0.041828815],"study_design_scores_gemma":[0.0013636235,0.000027094477,0.46251142,0.0014639028,0.00015501524,0.00024106214,0.00013729064,0.060407743,0.00018916604,0.12612818,0.34662697,0.0007485261],"about_ca_topic_score_codex":0.0022349367,"about_ca_topic_score_gemma":0.00055356213,"teacher_disagreement_score":0.68055034,"about_ca_system_score_codex":0.0004648292,"about_ca_system_score_gemma":0.0002935149,"threshold_uncertainty_score":0.999763},"labels":[],"label_agreement":null},{"id":"W1910082075","doi":"10.7202/1030387ar","title":"Analyse d’une stratégie collective manquée. Le cas de 1001Libraires.com dans le commerce du livre","year":2015,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.03242627880146758,"score_gpt":0.24970906560047929,"score_spread":0.2172827867990117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1910082075","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.051142056,0.00066652923,0.040850665,0.16935366,0.004281952,0.0006475017,0.000040407813,0.00022529719,0.73279196],"genre_scores_gemma":[0.90632486,0.000119220465,0.0012084225,0.004719237,0.0018184069,0.0000825193,0.00068588986,0.00007277945,0.084968664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975608,0.00005375207,0.0006262831,0.0005686498,0.0006508988,0.0005396404],"domain_scores_gemma":[0.99828464,0.000040992873,0.00044762628,0.00035440555,0.00081648503,0.00005585368],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00077402586,0.00041474964,0.00031107638,0.0006670872,0.00049065956,0.0011441285,0.0008340943,0.00018210428,0.00056952715],"category_scores_gemma":[0.00008010462,0.0004921957,0.00015175817,0.0017088223,0.00022978494,0.0034562212,0.0005604184,0.00031200558,0.00051783165],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019658238,0.0010417028,0.053504314,0.00025804515,0.00078003365,0.00027325368,0.00042628634,0.004650458,0.00003753636,0.622762,0.309401,0.0066687535],"study_design_scores_gemma":[0.0037342177,0.000048746562,0.18586844,0.0003044827,0.00031271196,0.000028884002,0.012606574,0.061828904,0.00010184185,0.031598777,0.7027674,0.00079901895],"about_ca_topic_score_codex":0.015252877,"about_ca_topic_score_gemma":0.0018132979,"teacher_disagreement_score":0.8551828,"about_ca_system_score_codex":0.0007323586,"about_ca_system_score_gemma":0.00030047528,"threshold_uncertainty_score":0.9998928},"labels":[],"label_agreement":null},{"id":"W1918492663","doi":"10.3917/riges.391.0059","title":"Pourquoi et comment innover par le design management  ?","year":2014,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Art","score_opus":0.02924946491804211,"score_gpt":0.22564562015827677,"score_spread":0.19639615524023465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1918492663","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0041389856,0.00074309146,0.3978656,0.54995894,0.002983891,0.00065005844,0.0000024251358,0.00020092637,0.043456104],"genre_scores_gemma":[0.9605105,0.00015659987,0.0075201746,0.022765016,0.0010948126,0.000057294757,0.00022071599,0.00005148185,0.007623432],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99851364,0.00012142493,0.00038724468,0.00034111636,0.00026353207,0.00037303107],"domain_scores_gemma":[0.99901724,0.00008307551,0.00028569368,0.00028437344,0.00031571893,0.000013918988],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018150762,0.0002603943,0.00019361205,0.00025521012,0.00029208156,0.00045461094,0.0001773712,0.00019317171,0.00032011216],"category_scores_gemma":[0.00013540739,0.00028722765,0.000048945134,0.0008299971,0.000074647716,0.0019766872,0.00013336465,0.000244736,0.0009094313],"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":[0.00006861808,0.000252765,0.0015391007,0.00050292106,0.00004084569,0.000005380415,0.000013494138,0.0036275163,0.00014534387,0.801001,0.13958459,0.053218402],"study_design_scores_gemma":[0.0009820954,0.000027300159,0.059347555,0.0004438327,0.00010104959,0.0000026754012,0.00005196521,0.019168379,0.00011580966,0.021120507,0.8982857,0.00035316573],"about_ca_topic_score_codex":0.00039986538,"about_ca_topic_score_gemma":0.000014817567,"teacher_disagreement_score":0.9563715,"about_ca_system_score_codex":0.000062425825,"about_ca_system_score_gemma":0.000026718966,"threshold_uncertainty_score":0.999958},"labels":[],"label_agreement":null},{"id":"W1919425111","doi":"10.1111/j.1944-8287.2009.01021.x","title":"A Geographical Political Economy of Evolution in Economic Geography","year":2009,"lang":"en","type":"article","venue":"Economic Geography","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":98,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"Economic and Social Research Council","keywords":"Agency (philosophy); Plural; Politics; Field (mathematics); Human geography; Argument (complex analysis); Power (physics); Economic geography; Indeterminacy (philosophy); Sociology; Economic system; Economy; Social science; Political science; Economics; Epistemology","score_opus":0.00742407117723184,"score_gpt":0.20207146395480977,"score_spread":0.19464739277757792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1919425111","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85532236,0.00011944658,0.00018902906,0.0038524556,0.00045009315,0.00031245605,0.000010141486,0.00010795177,0.13963608],"genre_scores_gemma":[0.99749273,0.0000058985256,0.00012769335,0.001609832,0.0006466176,0.00002262023,0.000073453266,0.000018225493,0.0000029556963],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99799097,0.000013046329,0.0008276069,0.00049675454,0.00006462719,0.0006069863],"domain_scores_gemma":[0.99917233,0.000029529563,0.00035244093,0.0003480746,0.00006724382,0.00003035413],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041801741,0.0002860446,0.00043618534,0.0023158605,0.000098180775,0.0001512615,0.00031865377,0.00020464724,0.00029246538],"category_scores_gemma":[0.000009768321,0.0003235799,0.00031065365,0.00059797795,0.00020866308,0.0016841951,0.00005468833,0.00022301977,0.00018357736],"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":[0.000040491996,0.00008375844,0.3692396,0.000025528503,0.000021090667,9.527327e-7,0.0000020431853,0.00024207748,0.000022186372,0.62966317,0.00016476984,0.00049434556],"study_design_scores_gemma":[0.0007293735,0.000028041,0.70064175,0.000023892193,0.000023276822,0.0000020166694,0.000040993164,0.0019674073,0.00002415766,0.29289615,0.003343367,0.00027955236],"about_ca_topic_score_codex":0.0014827951,"about_ca_topic_score_gemma":0.00015559542,"teacher_disagreement_score":0.336767,"about_ca_system_score_codex":0.0000809368,"about_ca_system_score_gemma":0.00005593119,"threshold_uncertainty_score":0.9999216},"labels":[],"label_agreement":null},{"id":"W1919527512","doi":"10.3917/riges.331.0027","title":"Adaptation stratégique et mondialisation:","year":2008,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.052875245855937454,"score_gpt":0.2373816891584266,"score_spread":0.18450644330248916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1919527512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44701362,0.007756624,0.12104316,0.36159155,0.011083761,0.0010255775,0.000020652647,0.000613725,0.049851347],"genre_scores_gemma":[0.9871866,0.0006190131,0.0013118844,0.0020086109,0.0019084227,0.00002339653,0.0005330113,0.000028235132,0.0063808374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883705,0.000045654742,0.00035660027,0.00026798877,0.00025238644,0.00024029086],"domain_scores_gemma":[0.9988894,0.000033456567,0.00028519813,0.0001621413,0.000618115,0.00001170821],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004373877,0.00019900195,0.000145819,0.00022279083,0.00034390468,0.00020991355,0.00008896269,0.00028954307,0.0007230862],"category_scores_gemma":[0.00018520017,0.00023327218,0.0000509734,0.0008862239,0.00010990565,0.0044258744,0.000027408505,0.000273016,0.0009982447],"study_design_candidate":"theoretical_or_conceptual","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":[0.00006292766,0.00018280331,0.007868797,0.00033083474,0.000022811817,0.00003337484,0.00031173002,0.011471238,0.00040046606,0.918994,0.018802747,0.04151826],"study_design_scores_gemma":[0.00091364485,0.000042077016,0.4491101,0.00039711536,0.00009177189,0.00005901368,0.00027775517,0.043792374,0.00012388,0.016144538,0.4884782,0.0005695482],"about_ca_topic_score_codex":0.0016135174,"about_ca_topic_score_gemma":0.00022105312,"teacher_disagreement_score":0.9028495,"about_ca_system_score_codex":0.000068677786,"about_ca_system_score_gemma":0.00011385944,"threshold_uncertainty_score":0.9997796},"labels":[],"label_agreement":null},{"id":"W1926637191","doi":"10.1016/j.jm.2004.02.005","title":"Virtually Embedded Ties","year":2004,"lang":"en","type":"article","venue":"Journal of Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Simon Fraser University","funders":"","keywords":"Dynamism; Interpersonal ties; Strong ties; Business; Connection (principal bundle); Information exchange; The Internet; Knowledge management; Industrial organization; Internet privacy; Computer science; Telecommunications; Psychology; Social psychology; World Wide Web; Engineering; Epistemology","score_opus":0.015913082442016238,"score_gpt":0.21865361425410296,"score_spread":0.20274053181208673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1926637191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7509897,0.0002232352,0.028022246,0.009569072,0.0023661866,0.00028881448,4.294045e-7,0.00008960841,0.20845075],"genre_scores_gemma":[0.995515,0.000035741647,0.0009791756,0.0020498985,0.0009929378,0.0000020082502,0.000002678753,0.000012825472,0.00040974768],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990586,0.0000029474527,0.00039443903,0.0000849852,0.00031586183,0.00014315521],"domain_scores_gemma":[0.9991659,0.0000051271245,0.0004505329,0.0000955438,0.00027594552,0.000006932351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040204258,0.000106456195,0.0001434885,0.0003885791,0.00008572041,0.00019665882,0.00019974478,0.000035052766,0.00015625583],"category_scores_gemma":[0.000019803301,0.0000877018,0.00007063581,0.00045993543,0.000027081054,0.0014546927,0.00007153792,0.00011793325,0.00016039767],"study_design_candidate":"theoretical_or_conceptual","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":[0.00021563117,0.00032928368,0.0013782317,0.00035964817,0.00022260024,0.00021458667,0.000070237315,0.005455226,0.0002774472,0.9504512,0.012797719,0.02822818],"study_design_scores_gemma":[0.012835176,0.00024492454,0.18943512,0.0015018327,0.00083250797,0.00009677023,0.005636075,0.0004383546,0.00080708583,0.22266972,0.5642688,0.0012336051],"about_ca_topic_score_codex":0.000010691625,"about_ca_topic_score_gemma":0.000003881323,"teacher_disagreement_score":0.7277815,"about_ca_system_score_codex":0.000035089513,"about_ca_system_score_gemma":0.000014711504,"threshold_uncertainty_score":0.35763758},"labels":[],"label_agreement":null},{"id":"W194667681","doi":"10.1080/12507970.2012.11516989","title":"Apprentissage expérientiel en gestion des chaînes logistiques : Exploitation des simulateurs participatifs tels que le XBeerGame","year":2012,"lang":"fr","type":"article","venue":"Logistique & Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"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 Laval","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.06392798790932788,"score_gpt":0.2796216312365725,"score_spread":0.21569364332724464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W194667681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4874227,0.023947317,0.3900525,0.010240232,0.0067613176,0.0029532856,0.000029935964,0.0012117523,0.07738096],"genre_scores_gemma":[0.98169816,0.0016582523,0.0046084817,0.0004987695,0.001465948,0.00041597156,0.00031478313,0.00011414937,0.009225488],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9961345,0.00025254558,0.0010262512,0.0007306906,0.00049809343,0.0013578914],"domain_scores_gemma":[0.99791694,0.00014855912,0.00063755264,0.00056867296,0.0006428556,0.000085423904],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001943653,0.0007106854,0.00051169924,0.00054355955,0.0007725401,0.0008384162,0.00045243968,0.00048543743,0.0006726972],"category_scores_gemma":[0.0004628494,0.00077721453,0.0001747772,0.0013731633,0.0008626442,0.007270925,0.00044473333,0.00045213022,0.0005116763],"study_design_candidate":"theoretical_or_conceptual","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":[0.00016839957,0.0018422432,0.048662987,0.006574443,0.0003265883,0.00007175722,0.0025612218,0.012378816,0.00031652805,0.6794403,0.0079078,0.2397489],"study_design_scores_gemma":[0.0022285562,0.00012058387,0.64227664,0.0029012605,0.0011097934,0.00001491221,0.010831315,0.010801752,0.0014560745,0.13492808,0.19103049,0.002300541],"about_ca_topic_score_codex":0.003632069,"about_ca_topic_score_gemma":0.0005182967,"teacher_disagreement_score":0.5936137,"about_ca_system_score_codex":0.00032827837,"about_ca_system_score_gemma":0.0000362629,"threshold_uncertainty_score":0.9994679},"labels":[],"label_agreement":null},{"id":"W1948930488","doi":"","title":"LACROIX, Jean-Guy et TREMBLAY, Gaëtan (Dirs.) (1995). Les autoroutes de l'information. Un produit de la convergence. Sainte-Foy: Presses de l'Université du Québec. 555 pages.","year":2008,"lang":"fr","type":"article","venue":"Commposite","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"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 Montréal","funders":"","keywords":"Humanities; Political science; Art; Philosophy","score_opus":0.011631011495751827,"score_gpt":0.1973647483014521,"score_spread":0.18573373680570027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1948930488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7644379,0.028617924,0.035192266,0.09650081,0.0016345009,0.0011697091,0.00007841979,0.0010379455,0.07133053],"genre_scores_gemma":[0.98686504,0.0057326322,0.00075581373,0.0028514543,0.0006451615,0.00002370069,0.00023450583,0.00005160905,0.002840107],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980155,0.00015242331,0.0005310702,0.0003055947,0.00028169557,0.00071371946],"domain_scores_gemma":[0.9982034,0.00026117344,0.00047223456,0.00039324045,0.00060737075,0.00006258611],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008809179,0.00042663593,0.00034630712,0.0002850348,0.0010138997,0.00059041387,0.00057576457,0.00034762413,0.002100719],"category_scores_gemma":[0.00040050535,0.0004695352,0.00013806163,0.00083434774,0.00043430962,0.004720134,0.0002788027,0.00049323915,0.0004327949],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024616232,0.00044358915,0.55669165,0.0013349559,0.00024336086,0.00019347391,0.003174576,0.0025425598,0.0024721453,0.032134026,0.37827364,0.022249855],"study_design_scores_gemma":[0.0009554868,0.000030114323,0.27899402,0.0003370445,0.00019437762,0.00009749605,0.0004883359,0.010534288,0.0013701874,0.00054880447,0.70591235,0.0005374708],"about_ca_topic_score_codex":0.038912266,"about_ca_topic_score_gemma":0.003655777,"teacher_disagreement_score":0.32763875,"about_ca_system_score_codex":0.0004214236,"about_ca_system_score_gemma":0.0005583868,"threshold_uncertainty_score":0.99977565},"labels":[],"label_agreement":null},{"id":"W1958424203","doi":"10.7202/028477ar","title":"Information économique, entreprise et relations collectives : un dossier français","year":2005,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.018598365417104707,"score_gpt":0.21450105533534,"score_spread":0.19590268991823528,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1958424203","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.308172,0.0072377454,0.01766406,0.22200873,0.002146052,0.0014513202,0.00010388722,0.00046444012,0.44075176],"genre_scores_gemma":[0.95481116,0.0004556948,0.0018139889,0.0019193005,0.0014183274,0.00007291926,0.0005937678,0.000038943945,0.03887592],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998156,0.00005786389,0.00092997577,0.0002645721,0.00019379986,0.00039775486],"domain_scores_gemma":[0.9979633,0.00021128576,0.0006332695,0.00034987667,0.0008086592,0.000033594573],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005176194,0.00034441645,0.00025808817,0.0007868761,0.0010325465,0.0008085103,0.00020269389,0.0008055471,0.011378519],"category_scores_gemma":[0.00067828776,0.00039650226,0.0001174667,0.003111128,0.00019690208,0.013748681,0.00011549787,0.0008848985,0.0073153735],"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":[0.000048099853,0.0003372367,0.05915691,0.000030620664,0.00017104183,0.0000016871165,0.0017100351,0.028761156,0.000009343007,0.5374435,0.16721645,0.2051139],"study_design_scores_gemma":[0.00091936614,0.000009823559,0.10100904,0.00017487533,0.00015058713,0.000004713938,0.00084087433,0.016800815,0.00005440427,0.0044267857,0.8752045,0.00040422298],"about_ca_topic_score_codex":0.0006909704,"about_ca_topic_score_gemma":0.000093594135,"teacher_disagreement_score":0.707988,"about_ca_system_score_codex":0.0002260387,"about_ca_system_score_gemma":0.0003402894,"threshold_uncertainty_score":0.99984866},"labels":[],"label_agreement":null},{"id":"W1961255530","doi":"10.7202/1027867ar","title":"ASMA : Un dispositif d’Analyse Séquentielle et Multidimensionnelle des Alliances","year":2014,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.018858306932835113,"score_gpt":0.24167435716862737,"score_spread":0.22281605023579226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1961255530","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17598584,0.0023055624,0.1110397,0.055500507,0.013763225,0.0007631363,0.000025936633,0.00034182364,0.6402743],"genre_scores_gemma":[0.9435244,0.0005786045,0.0081226565,0.005096846,0.0013836352,0.000048055474,0.0005364385,0.000054792705,0.040654544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977974,0.000046579,0.00058164535,0.00056559313,0.0005711878,0.0004375507],"domain_scores_gemma":[0.99863976,0.000053492935,0.00038946734,0.00031973986,0.0005726112,0.000024931505],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00087183603,0.00036606117,0.0002480588,0.0004661148,0.00041275477,0.000829464,0.00056863105,0.000126649,0.0045105335],"category_scores_gemma":[0.00008184291,0.00038692798,0.00015832885,0.00079222576,0.00019565121,0.0028295422,0.0005235113,0.00021635043,0.0020417804],"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":[0.0000898648,0.00065780256,0.034010753,0.00064863433,0.00070868176,0.00004254568,0.00006935882,0.003737387,0.00013718363,0.7948769,0.036569852,0.12845106],"study_design_scores_gemma":[0.0014405588,0.00002070793,0.094979264,0.00062618015,0.0003114184,0.00000464578,0.0005843293,0.081101306,0.00021520414,0.030475918,0.789648,0.00059246086],"about_ca_topic_score_codex":0.00048126103,"about_ca_topic_score_gemma":0.00016534934,"teacher_disagreement_score":0.7675386,"about_ca_system_score_codex":0.0001008304,"about_ca_system_score_gemma":0.0000105419485,"threshold_uncertainty_score":0.99985826},"labels":[],"label_agreement":null},{"id":"W1964596298","doi":"10.7202/038002ar","title":"Les alliances stratégiques asymétriques entre multinationales et PME","year":2009,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.02418626152169741,"score_gpt":0.27011722486070694,"score_spread":0.24593096333900952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1964596298","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38096893,0.004088037,0.012355512,0.5516988,0.0010671832,0.00060651515,0.000097706936,0.0004173797,0.048699956],"genre_scores_gemma":[0.8577575,0.029414237,0.02149702,0.008889305,0.0026632189,0.00009019815,0.0013395994,0.00008446756,0.07826445],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974478,0.00028514923,0.0008621333,0.00071207003,0.0002789342,0.00041392157],"domain_scores_gemma":[0.9953365,0.0023948662,0.0008632117,0.0003106968,0.0010427041,0.00005202788],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015490911,0.00048657594,0.00038876222,0.00050980353,0.00017348808,0.0013931352,0.00044283358,0.00043832598,0.001940079],"category_scores_gemma":[0.0032447407,0.00057976524,0.00021671681,0.0003729483,0.00017123373,0.0043797432,0.000116970805,0.0007553419,0.00044413793],"study_design_candidate":"theoretical_or_conceptual","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":[0.00010976102,0.0007449357,0.053018548,0.0003301944,0.00011630416,0.00005749475,0.00022286084,0.019885343,0.00030763604,0.7258698,0.011037074,0.18830007],"study_design_scores_gemma":[0.0011824266,0.00004552176,0.4363804,0.0020056874,0.00009425798,0.00006250887,0.00014915141,0.028091533,0.0002599668,0.07925771,0.4517387,0.0007321488],"about_ca_topic_score_codex":0.00095418893,"about_ca_topic_score_gemma":0.00055826386,"teacher_disagreement_score":0.64661205,"about_ca_system_score_codex":0.00047538365,"about_ca_system_score_gemma":0.00022630824,"threshold_uncertainty_score":0.9996654},"labels":[],"label_agreement":null},{"id":"W1965225687","doi":"10.4018/joeuc.2005100102","title":"Assessing Web-Enabled Interactivity","year":2005,"lang":"en","type":"article","venue":"Journal of Organizational and End User Computing","topic":"Business Strategy and Innovation","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":"Shell (Canada); University of Calgary","funders":"","keywords":"Interactivity; Computer science; World Wide Web; Process (computing); Knowledge management","score_opus":0.018749295512577684,"score_gpt":0.24465194474308974,"score_spread":0.22590264923051206,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965225687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98346007,0.00004887638,0.01063972,0.002661203,0.0003482143,0.000024359097,1.7575529e-7,0.000022018072,0.0027953838],"genre_scores_gemma":[0.99329203,0.0000043103346,0.0025221326,0.0011454569,0.0029832353,5.8375743e-8,0.0000055561186,0.000012367471,0.000034824807],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992849,0.0000073629994,0.00033376302,0.00008489342,0.00018214427,0.0001069205],"domain_scores_gemma":[0.998801,0.00004578451,0.00045633252,0.000036546815,0.00065137167,0.000008964108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003516811,0.00008872368,0.00013354576,0.00019469131,0.00020583005,0.0005023152,0.000082463586,0.000037670296,0.00021649011],"category_scores_gemma":[0.00014157835,0.000074906755,0.000023186029,0.00050843833,0.000019899406,0.0034769333,0.00006780201,0.00015626915,0.000014452926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010127076,0.0005565574,0.714591,0.0003378746,0.00019273722,0.000042214197,0.00028170896,0.014385143,0.035583567,0.13904355,0.0076666656,0.087217696],"study_design_scores_gemma":[0.0017739958,0.000018795423,0.8137358,0.00032527983,0.00009341646,0.000251079,0.00046967695,0.10197558,0.00090284756,0.0033459319,0.07666167,0.00044595526],"about_ca_topic_score_codex":0.0000065066915,"about_ca_topic_score_gemma":0.0000027151232,"teacher_disagreement_score":0.13569763,"about_ca_system_score_codex":0.000022856328,"about_ca_system_score_gemma":0.000048481495,"threshold_uncertainty_score":0.48438364},"labels":[],"label_agreement":null},{"id":"W1965778057","doi":"10.7202/1008423ar","title":"Pratiques innovatrices des PME rhône-alpines : une approche par la diversité des sources de l'innovation technologique","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Forestry; Geography; Art","score_opus":0.020399979880685166,"score_gpt":0.24282621640971513,"score_spread":0.22242623652902996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1965778057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91183597,0.0018095968,0.025659936,0.05055874,0.00042915178,0.00037033722,0.000021712061,0.00035746643,0.00895707],"genre_scores_gemma":[0.94073457,0.008507642,0.032301173,0.0014637539,0.001682821,0.00014705249,0.00036889937,0.00007682985,0.014717243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976686,0.0002486222,0.00080599677,0.00050234486,0.00018783979,0.0005865755],"domain_scores_gemma":[0.99556106,0.0017673372,0.0010174866,0.00030612733,0.0013049451,0.000043062915],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0028213616,0.00045047043,0.0003463277,0.0010434336,0.00032688573,0.0008926279,0.00045056563,0.0006629912,0.00038593248],"category_scores_gemma":[0.0059125256,0.0005141319,0.000115133844,0.0019187239,0.00060899917,0.0056635686,0.00033008694,0.0007900729,0.00019574718],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008427903,0.0005424852,0.552677,0.0008859928,0.00015400955,0.000018527062,0.00092221,0.0025837268,0.0016034581,0.37502655,0.0037357125,0.061766032],"study_design_scores_gemma":[0.0009895329,0.000035588666,0.69199485,0.0015353721,0.00017885814,0.00017706661,0.0009341412,0.004954031,0.002595829,0.08033182,0.21548477,0.0007881287],"about_ca_topic_score_codex":0.0012874131,"about_ca_topic_score_gemma":0.00019002671,"teacher_disagreement_score":0.29469475,"about_ca_system_score_codex":0.0005340108,"about_ca_system_score_gemma":0.00020276527,"threshold_uncertainty_score":0.999731},"labels":[],"label_agreement":null},{"id":"W1967406878","doi":"10.1007/s11365-006-0016-x","title":"Marketing in medium-sized manufacturing firms: The state-of-the-art in France and in Quebec","year":2006,"lang":"en","type":"article","venue":"International Entrepreneurship and Management Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Marketing; Business; Structuring; Competition (biology); Small and medium-sized enterprises; Market segmentation; Entrepreneurship; Market intelligence","score_opus":0.007401973792140406,"score_gpt":0.2060948316040804,"score_spread":0.19869285781194,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1967406878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846335,0.00012437714,0.00005581036,0.008173085,0.00046065095,0.00017636483,5.7059486e-7,0.0000066157336,0.0063690073],"genre_scores_gemma":[0.9980695,0.00015203828,0.000031437154,0.00043278886,0.00016491665,0.000010616033,0.0000040884624,0.000007251385,0.0011273269],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99895525,0.000034058117,0.00043348514,0.0001632017,0.00024912486,0.00016487861],"domain_scores_gemma":[0.9995525,0.00006648148,0.00025157208,0.00008184865,0.000043126594,0.0000044665667],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084100507,0.00010958036,0.000111126006,0.00036937755,0.000061362516,0.0002402771,0.00023147353,0.00002633569,0.000052041123],"category_scores_gemma":[0.00004840406,0.00007779259,0.000025670004,0.00027468964,0.00005683955,0.0007101962,0.00015568818,0.00021739758,0.000002245355],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001598519,0.00010116029,0.9603586,0.00014806009,0.000023915622,0.00006454524,0.00006985724,0.0036443088,0.00012912594,0.0065253167,0.00044310762,0.028332137],"study_design_scores_gemma":[0.0010180974,0.0000011218885,0.9791112,0.0002880695,0.0000071025142,0.0000069741127,0.00008615557,0.0011738949,0.000101759484,0.011633108,0.0064888927,0.000083654],"about_ca_topic_score_codex":0.00250503,"about_ca_topic_score_gemma":0.012823506,"teacher_disagreement_score":0.028248481,"about_ca_system_score_codex":0.000035952206,"about_ca_system_score_gemma":0.0000107872775,"threshold_uncertainty_score":0.7155817},"labels":[],"label_agreement":null},{"id":"W1969298306","doi":"10.3917/riges.392.0067","title":"Les retombées stratégiques de la divulgation volontaire d'informations sur le capital immatériel : l'exemple des firmes de biotechnologie dédiées aux sciences de la vie","year":2014,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.03385307885123798,"score_gpt":0.27824878009644066,"score_spread":0.24439570124520268,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1969298306","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93665576,0.0013138159,0.041237798,0.01419909,0.00020158547,0.00017325698,0.0000074384684,0.0003786012,0.005832645],"genre_scores_gemma":[0.9936512,0.0004504209,0.005071825,0.00014215642,0.00032337368,0.000034808716,0.00009291651,0.000019327845,0.00021393072],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985782,0.00015979446,0.00036223844,0.00024138857,0.00018742967,0.00047093566],"domain_scores_gemma":[0.9989066,0.00025415074,0.00030759725,0.00015773125,0.00035427616,0.000019633902],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0023566512,0.00023407041,0.00017675434,0.00033222963,0.001401794,0.0010783016,0.0002631482,0.0005998941,0.00005154463],"category_scores_gemma":[0.0018240717,0.00024166844,0.000060720147,0.0008180384,0.0012266098,0.003957482,0.00008780806,0.00036627846,0.000031728705],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002316813,0.00016422485,0.1599611,0.0006145063,0.000022701384,0.0000033906774,0.0005517967,0.004736776,0.0035783427,0.6837038,0.0013855047,0.14525472],"study_design_scores_gemma":[0.0003654294,0.00006692336,0.78657526,0.0006443462,0.00007022761,0.000026890068,0.0017320325,0.05909225,0.003241453,0.13429727,0.013516793,0.00037114063],"about_ca_topic_score_codex":0.026179465,"about_ca_topic_score_gemma":0.0011714484,"teacher_disagreement_score":0.62661415,"about_ca_system_score_codex":0.00018383356,"about_ca_system_score_gemma":0.00042324525,"threshold_uncertainty_score":0.9999587},"labels":[],"label_agreement":null},{"id":"W1970260970","doi":"10.7202/1008806ar","title":"Pour une lecture des problèmes complexes en PME: approche conceptuelle et expérimentation","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.025888208440510277,"score_gpt":0.2659827807243787,"score_spread":0.24009457228386843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970260970","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6208724,0.0057656146,0.096256584,0.24808928,0.0017453162,0.00094490516,0.000060327588,0.0003034121,0.025962176],"genre_scores_gemma":[0.9171731,0.005203396,0.031913374,0.004588091,0.0027454046,0.00020222766,0.0012621478,0.00011208818,0.036800176],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978459,0.00033446486,0.000654307,0.0004885972,0.0002024007,0.00047437003],"domain_scores_gemma":[0.99619657,0.002208768,0.0006817463,0.00026770332,0.0005871336,0.000058105874],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016473848,0.00041548273,0.0003317058,0.0003436914,0.000181741,0.00070661126,0.0003009291,0.00034184416,0.0018895298],"category_scores_gemma":[0.0022485813,0.0004808186,0.00015255516,0.00044692872,0.00024619227,0.0043551587,0.00019280305,0.00059650565,0.0007766323],"study_design_candidate":"theoretical_or_conceptual","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":[0.00016459863,0.0011347723,0.13360654,0.0012119171,0.0002649799,0.000014123787,0.0021755518,0.029633425,0.00441887,0.7380506,0.020894548,0.06843009],"study_design_scores_gemma":[0.0027256384,0.00003492343,0.36476368,0.0018860679,0.0002568144,0.0001525424,0.000963158,0.02337157,0.0017836534,0.099614374,0.50335747,0.0010901062],"about_ca_topic_score_codex":0.0010136239,"about_ca_topic_score_gemma":0.0001623752,"teacher_disagreement_score":0.6384362,"about_ca_system_score_codex":0.0005218888,"about_ca_system_score_gemma":0.00016731826,"threshold_uncertainty_score":0.9997643},"labels":[],"label_agreement":null},{"id":"W1970355308","doi":"10.7202/1003451ar","title":"Stratégies de rupture, dynamique de la concurrence et performances","year":2011,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.025621950538330183,"score_gpt":0.26083894514572636,"score_spread":0.23521699460739617,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970355308","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044659436,0.00087635283,0.03132761,0.005920546,0.0033730338,0.00024619116,0.00001804679,0.00014408518,0.9134347],"genre_scores_gemma":[0.9814581,0.0009583165,0.004880293,0.003237054,0.00065760326,0.00005363766,0.00014559549,0.000026469965,0.008582911],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869865,0.000036549485,0.00033264197,0.0002866164,0.00028163576,0.00036393228],"domain_scores_gemma":[0.9992839,0.0000346256,0.0002550245,0.00015693474,0.00025372798,0.000015773974],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00094872125,0.0002408026,0.00013480346,0.00032790416,0.00014348776,0.0006501334,0.00053575257,0.00014700987,0.002607364],"category_scores_gemma":[0.000042626856,0.0002617421,0.000069788184,0.00037864366,0.00022087827,0.0027889814,0.00023972109,0.00029943974,0.0002994033],"study_design_candidate":"theoretical_or_conceptual","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":[0.00004868124,0.0002602646,0.059901018,0.0004937699,0.0001724893,0.00007176138,0.00018767845,0.00027343511,0.00001892294,0.90773827,0.012274929,0.018558761],"study_design_scores_gemma":[0.00075646874,0.000021099228,0.41474873,0.0005791842,0.00012483085,0.00002208624,0.0011595634,0.029757684,0.00007774733,0.05418778,0.49809632,0.00046852606],"about_ca_topic_score_codex":0.0007360406,"about_ca_topic_score_gemma":0.000063437714,"teacher_disagreement_score":0.9367987,"about_ca_system_score_codex":0.00012763754,"about_ca_system_score_gemma":0.00004897432,"threshold_uncertainty_score":0.9999835},"labels":[],"label_agreement":null},{"id":"W1970676536","doi":"10.5539/ibr.v3n3p94","title":"How to Start A New Business in France ? Justify the Idea of Starting A Ski Service Company in Grenoble France","year":2010,"lang":"en","type":"article","venue":"International Business Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Argument (complex analysis); Hierarchy; Service (business); Point (geometry); Work (physics); Business; Marketing; Tertiary sector of the economy; Industrial organization; Process management; Management; Economics; Engineering; Market economy; Mathematics","score_opus":0.05990230436664396,"score_gpt":0.3272627781905862,"score_spread":0.26736047382394224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1970676536","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86270076,0.00004860567,0.00093553297,0.13189496,0.0010307475,0.0005158301,0.0000075582284,0.00003414142,0.0028318788],"genre_scores_gemma":[0.9952981,0.0000084009935,0.00051615154,0.0015615597,0.0013245099,0.000081154976,0.000048698632,0.00003469461,0.0011267504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99717903,0.000031799078,0.0005974527,0.00046573635,0.0011725664,0.00055341434],"domain_scores_gemma":[0.9941634,0.00019603634,0.00024728084,0.0004211611,0.0049489043,0.000023224744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016287387,0.00022469081,0.00029544844,0.0013342286,0.00016516395,0.0007420613,0.0012214507,0.00013956451,0.0002604567],"category_scores_gemma":[0.0016312914,0.00018931311,0.000031432217,0.009600674,0.00013886642,0.0021566916,0.00045024228,0.0008434667,0.00011169801],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00064265326,0.00088770856,0.7099436,0.0014201229,0.000060520775,0.000082658495,0.00075784733,0.016768312,0.108485565,0.12528127,0.0073358836,0.028333837],"study_design_scores_gemma":[0.00096345675,0.000004163277,0.90900433,0.00037396536,0.0000035019434,0.0000020943369,0.00025899857,0.0062244553,0.00029486686,0.0032296975,0.07941844,0.000222053],"about_ca_topic_score_codex":0.02357112,"about_ca_topic_score_gemma":0.0109639065,"teacher_disagreement_score":0.19906068,"about_ca_system_score_codex":0.00005230859,"about_ca_system_score_gemma":0.0002564281,"threshold_uncertainty_score":0.982931},"labels":[],"label_agreement":null},{"id":"W1972542748","doi":"10.3917/riges.274.0050","title":"Réagir à l'entrée de nouveaux concurrents : le cas du secteur bancaire français","year":2002,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.015174246001479005,"score_gpt":0.20671748047944516,"score_spread":0.19154323447796615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972542748","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7921624,0.01227396,0.004679856,0.16190985,0.0082385745,0.00050710206,0.000017743148,0.00036553788,0.019844946],"genre_scores_gemma":[0.99200296,0.00051629054,0.00010101747,0.0013710264,0.002363135,0.0000221714,0.00014532186,0.00004232397,0.0034357598],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984359,0.00003578121,0.00039707622,0.00036846072,0.00025106996,0.000511688],"domain_scores_gemma":[0.9989318,0.00002940294,0.00027301267,0.00022122827,0.00051837973,0.00002612617],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032044994,0.00029172766,0.0002282351,0.0002091615,0.00048102034,0.00039592737,0.0001763152,0.0003368339,0.0026394608],"category_scores_gemma":[0.0002165696,0.00033915046,0.00008577492,0.0010055621,0.0001152091,0.002559123,0.00007503299,0.00036004037,0.0025662417],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000071812094,0.0011845838,0.31714156,0.0020245002,0.00011824098,0.00012876304,0.001184155,0.0017761455,0.0010907768,0.16771251,0.22456981,0.28299713],"study_design_scores_gemma":[0.0012367046,0.00002080521,0.51186734,0.0005133985,0.00012682324,0.000030081388,0.00014189185,0.06010366,0.00012855588,0.0012215434,0.4241216,0.00048758148],"about_ca_topic_score_codex":0.0034297677,"about_ca_topic_score_gemma":0.0003347019,"teacher_disagreement_score":0.28250954,"about_ca_system_score_codex":0.00012310361,"about_ca_system_score_gemma":0.000041504634,"threshold_uncertainty_score":0.99990606},"labels":[],"label_agreement":null},{"id":"W1973800067","doi":"10.3917/riges.392.0037","title":"La place du client dans les stratégies multicanaux des banques françaises sur Internet","year":2014,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.021006221784486856,"score_gpt":0.2184740023100677,"score_spread":0.19746778052558084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1973800067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9394538,0.00086116086,0.025379065,0.01276118,0.0012961923,0.00017666654,0.000005561911,0.0001799663,0.019886417],"genre_scores_gemma":[0.9958532,0.000121869336,0.00037050515,0.00017532124,0.0011836716,0.000016350132,0.00011932935,0.000031845324,0.0021279508],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987254,0.000080058926,0.00035686768,0.00030832997,0.00019536719,0.00033397885],"domain_scores_gemma":[0.9989461,0.00016078906,0.00022549382,0.00017190838,0.0004784286,0.000017294384],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005761896,0.0002622969,0.00020161891,0.00016942395,0.00032690205,0.00049080927,0.00017080078,0.0002735629,0.0002907054],"category_scores_gemma":[0.0006218527,0.00026416415,0.00005810508,0.00039447134,0.00046957136,0.002007147,0.0000811531,0.00025390406,0.00020610292],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009512439,0.00029745366,0.3240554,0.0013887142,0.000046641173,0.000011624202,0.0011338257,0.0023800612,0.0005905757,0.45717856,0.0041528186,0.20866919],"study_design_scores_gemma":[0.00051490753,0.0000370765,0.69185126,0.0009209532,0.00010811057,0.0000099666295,0.0008771593,0.054178428,0.00024251477,0.001095623,0.2498156,0.00034839762],"about_ca_topic_score_codex":0.028730527,"about_ca_topic_score_gemma":0.010372973,"teacher_disagreement_score":0.45608294,"about_ca_system_score_codex":0.00010382863,"about_ca_system_score_gemma":0.000047089237,"threshold_uncertainty_score":0.99998105},"labels":[],"label_agreement":null},{"id":"W1975078762","doi":"10.1111/j.1936-4490.2004.tb00341.x","title":"Ajustement Mutuel et Auto‐Coordination en Entreprise","year":2004,"lang":"fr","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Business Strategy and Innovation","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":true,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.0793472833835226,"score_gpt":0.3067198520368696,"score_spread":0.22737256865334698,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975078762","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89190745,0.0024530198,0.0053683063,0.07130607,0.004095527,0.0005037592,0.000057896825,0.000024284689,0.024283696],"genre_scores_gemma":[0.989496,0.00008465198,0.006784056,0.0013181132,0.0011371982,0.000011171848,0.00002628864,0.000022378177,0.0011201699],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99598706,0.00018906868,0.0013077363,0.00068156724,0.00046457048,0.0013699817],"domain_scores_gemma":[0.9957274,0.00016962108,0.0016137197,0.00022524875,0.0017400112,0.00052396755],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.006153144,0.0004756107,0.00047125726,0.001444244,0.0024202012,0.0025299161,0.0011526075,0.00029064162,0.0006910898],"category_scores_gemma":[0.0019240243,0.0004914728,0.00019925988,0.0038936299,0.0051933858,0.008343351,0.00003983427,0.0005654029,0.000056317815],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000052802603,0.00021310833,0.016389938,0.0005994965,0.00006973588,0.000973818,0.008250941,0.011609741,0.0008708221,0.9539943,0.0013289116,0.0056464123],"study_design_scores_gemma":[0.0047184816,0.010923082,0.18411033,0.008870121,0.000924275,0.0077562085,0.08911478,0.015502225,0.0041422206,0.512535,0.15741965,0.0039836275],"about_ca_topic_score_codex":0.0337507,"about_ca_topic_score_gemma":0.47554785,"teacher_disagreement_score":0.44179717,"about_ca_system_score_codex":0.0023867318,"about_ca_system_score_gemma":0.017238023,"threshold_uncertainty_score":0.9997537},"labels":[],"label_agreement":null},{"id":"W1975238892","doi":"10.1016/j.ijpe.2011.08.027","title":"An empirical study on coalition formation and cost/savings allocation","year":2011,"lang":"en","type":"article","venue":"International Journal of Production Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":69,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Context (archaeology); Key (lock); Computer science; Identification (biology); Business model; Operations research; Business; Marketing; Engineering; Computer security","score_opus":0.07610290364498352,"score_gpt":0.29511798300599357,"score_spread":0.21901507936101006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975238892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9921569,0.000003790123,0.0022404185,0.0022374596,0.0018875119,0.00017229031,8.373333e-7,0.000019339708,0.0012814032],"genre_scores_gemma":[0.9972037,0.000015303076,0.00022931055,0.0006457555,0.0018508447,0.000005709693,0.000023420613,0.000009653112,0.000016273838],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992043,0.000012962101,0.00044941186,0.00013604618,0.00012935697,0.00006795694],"domain_scores_gemma":[0.99840385,0.0000064717174,0.00065445254,0.0000874415,0.0008379659,0.000009817433],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057504134,0.00008768726,0.00009872953,0.000399688,0.00007034036,0.0001721732,0.00014813605,0.000039922663,0.00004912921],"category_scores_gemma":[0.00008220503,0.00008447292,0.000024635196,0.000100441706,0.000027271977,0.0050015147,0.000018786333,0.00010932844,0.00002099707],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004808313,0.008023956,0.5532625,0.000116853225,0.0006173619,0.000033224573,0.0067620184,0.0072923936,0.008538933,0.1818471,0.008669538,0.2200278],"study_design_scores_gemma":[0.002114113,0.00040916528,0.9456121,0.0000716949,0.000093001465,0.0001667217,0.0045973775,0.006916902,0.003641082,0.020545226,0.015451004,0.0003816214],"about_ca_topic_score_codex":0.000037251077,"about_ca_topic_score_gemma":0.000022798824,"teacher_disagreement_score":0.3923496,"about_ca_system_score_codex":0.00007946148,"about_ca_system_score_gemma":0.000020596019,"threshold_uncertainty_score":0.36259773},"labels":[],"label_agreement":null},{"id":"W1975563657","doi":"10.3917/riges.384.0027","title":"Le parrainage sportif multiple événementiel : atouts, défis et conditions de succès","year":2014,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.014903838004325355,"score_gpt":0.2276780153539123,"score_spread":0.21277417734958695,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975563657","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5252,0.0012163606,0.09528563,0.2854498,0.0054094377,0.00089353294,0.000053409796,0.0005915877,0.08590023],"genre_scores_gemma":[0.98857784,0.000072941824,0.00057893584,0.003136607,0.0010407036,0.0000468241,0.0010589977,0.00003979782,0.005447362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984897,0.00006831616,0.0004302076,0.00034487245,0.00020740117,0.0004595005],"domain_scores_gemma":[0.9988543,0.000077407734,0.0003665337,0.00027046702,0.0004070851,0.000024249408],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011386214,0.0002438641,0.00021001794,0.00023052405,0.0005068155,0.0004227063,0.00015255087,0.00026727217,0.0008204012],"category_scores_gemma":[0.0005349626,0.00029704298,0.00008309367,0.0006909131,0.00013284119,0.0024106505,0.000074992706,0.0002969178,0.00068073586],"study_design_candidate":"theoretical_or_conceptual","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":[0.000029497287,0.00028367317,0.041360196,0.0005169075,0.000032981185,0.000008118512,0.00007134379,0.0012636206,0.0018406194,0.91581213,0.027467715,0.0113132],"study_design_scores_gemma":[0.0008465898,0.000016051614,0.31385174,0.0003118967,0.000100303165,0.000005894914,0.00018296564,0.017503578,0.00019533768,0.016839918,0.64980423,0.0003414766],"about_ca_topic_score_codex":0.0032708182,"about_ca_topic_score_gemma":0.0006778319,"teacher_disagreement_score":0.8989722,"about_ca_system_score_codex":0.0000693963,"about_ca_system_score_gemma":0.00010859809,"threshold_uncertainty_score":0.99994814},"labels":[],"label_agreement":null},{"id":"W1975689603","doi":"10.7202/1008348ar","title":"Bénéfices et avantages compétitifs des échanges de données informatiques pour les PME/PMI","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.03474452164502936,"score_gpt":0.26426832183770754,"score_spread":0.22952380019267818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1975689603","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8153111,0.0040871515,0.010218312,0.14946896,0.0009915472,0.0003192641,0.000064883396,0.00024905015,0.019289775],"genre_scores_gemma":[0.8929617,0.039490752,0.020045184,0.005671712,0.0034682362,0.00014065533,0.00068259495,0.00010214453,0.037437037],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99789804,0.00025541332,0.00071377645,0.00035867596,0.00019219812,0.00058188837],"domain_scores_gemma":[0.99574333,0.002472515,0.00078473234,0.00028360914,0.00064429437,0.0000714918],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022605942,0.00043175236,0.000355489,0.00054104254,0.00022808884,0.0011736868,0.00039269577,0.00037288584,0.001678892],"category_scores_gemma":[0.0025243117,0.00049551803,0.0001631396,0.0002729475,0.00027021288,0.0074352846,0.00026692776,0.00062489504,0.00075930945],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008852135,0.00056140573,0.55237573,0.0015086388,0.00017995638,0.000017823808,0.001673538,0.006851513,0.00039858939,0.35976648,0.012721841,0.06385595],"study_design_scores_gemma":[0.00087382324,0.000018605038,0.5778585,0.0023423599,0.00013282482,0.00012790412,0.00085541134,0.012946749,0.0004380452,0.020380504,0.3833783,0.00064697326],"about_ca_topic_score_codex":0.0017882454,"about_ca_topic_score_gemma":0.0006317442,"teacher_disagreement_score":0.37065646,"about_ca_system_score_codex":0.0004493226,"about_ca_system_score_gemma":0.0001638557,"threshold_uncertainty_score":0.9998632},"labels":[],"label_agreement":null},{"id":"W197595094","doi":"10.4000/communication.3563","title":"Vincent BILLARD (2011), iPhilosophie. Comment la marque à la pomme investit nos existences","year":2012,"lang":"fr","type":"article","venue":"Communication","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Philosophy","score_opus":0.061081392891141076,"score_gpt":0.2662055600488326,"score_spread":0.20512416715769155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W197595094","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04151392,0.096950606,0.0009790197,0.53958684,0.003113325,0.0010853278,0.000019876972,0.0003365477,0.31641454],"genre_scores_gemma":[0.98205423,0.006164929,0.0013242482,0.007893814,0.00113389,0.00007116737,0.0004179599,0.000046400924,0.0008933433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980967,0.0003087149,0.00059772696,0.00024065324,0.0002920127,0.00046421506],"domain_scores_gemma":[0.997511,0.00026281926,0.0005844691,0.0010970916,0.00050238945,0.000042203363],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0018427956,0.00032278342,0.00028336607,0.0002349901,0.0005522498,0.00051799015,0.00078750466,0.0003524969,0.0010428827],"category_scores_gemma":[0.00018946179,0.00033144475,0.00008657488,0.00063817727,0.0005319789,0.0038466244,0.0006110289,0.0005213936,0.0015746071],"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":[0.000028852939,0.0006152517,0.028415265,0.00046463718,0.000052785603,0.0000015849574,0.00015775257,0.000026374739,0.00011006325,0.8841208,0.0698083,0.016198313],"study_design_scores_gemma":[0.0004426466,0.000011334002,0.05467004,0.00046776095,0.00010858613,0.000009783143,0.00023622191,0.00079558743,0.000052629777,0.017602276,0.92521924,0.0003839165],"about_ca_topic_score_codex":0.0014538845,"about_ca_topic_score_gemma":0.000051554605,"teacher_disagreement_score":0.9405403,"about_ca_system_score_codex":0.00018973622,"about_ca_system_score_gemma":0.00006368035,"threshold_uncertainty_score":0.99991375},"labels":[],"label_agreement":null},{"id":"W1976506125","doi":"10.7202/1008513ar","title":"La moyenne entreprise, en tant que groupe, existe-t-elle ?","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.019926786008193215,"score_gpt":0.24765159681521082,"score_spread":0.2277248108070176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1976506125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7271881,0.004609906,0.009905916,0.17566867,0.0040905722,0.0008447803,0.00010085719,0.0004014418,0.07718972],"genre_scores_gemma":[0.77668613,0.030787472,0.0115096,0.004449947,0.007912562,0.00028481832,0.0011650452,0.00024391293,0.16696051],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964391,0.00050808524,0.0011078937,0.00080801273,0.00031661268,0.000820282],"domain_scores_gemma":[0.9924894,0.0051282593,0.0009715003,0.00063730066,0.00064463174,0.00012888755],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0031592736,0.00063649693,0.00054298615,0.00064849266,0.00019746616,0.0009921731,0.00058698904,0.0007075215,0.0044870605],"category_scores_gemma":[0.005255344,0.00076743856,0.0003014187,0.0005989264,0.0002512956,0.005173448,0.0004805071,0.0011516488,0.002774294],"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":[0.00020525254,0.0015041744,0.22303346,0.0009607473,0.00029410524,0.00010354443,0.000616124,0.007178609,0.0004952696,0.66546935,0.0241581,0.075981244],"study_design_scores_gemma":[0.0016497602,0.00001899215,0.22109011,0.0013524015,0.00020212038,0.00023629754,0.00024155492,0.011484113,0.00013709028,0.018402688,0.7443236,0.00086126523],"about_ca_topic_score_codex":0.0009663135,"about_ca_topic_score_gemma":0.00013422887,"teacher_disagreement_score":0.7201655,"about_ca_system_score_codex":0.0007945761,"about_ca_system_score_gemma":0.00018957858,"threshold_uncertainty_score":0.9994777},"labels":[],"label_agreement":null},{"id":"W1979578121","doi":"10.7202/045744ar","title":"Repérer les compétences pour mieux comprendre le processus d’innovation","year":2011,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.03780229788923749,"score_gpt":0.24808833324080873,"score_spread":0.21028603535157125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1979578121","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6982818,0.0014203948,0.023265308,0.1814391,0.0018662239,0.0005829447,0.00004782002,0.00032173525,0.092774644],"genre_scores_gemma":[0.8300957,0.0036831337,0.026970034,0.0032093,0.0023467995,0.00015525396,0.0008527937,0.00011605186,0.13257095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976857,0.00014670864,0.00092953426,0.00067714474,0.00018315372,0.0003778009],"domain_scores_gemma":[0.9961084,0.0009263781,0.0010745279,0.00035534299,0.0015026145,0.00003270375],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001225388,0.0004038145,0.00035244512,0.0006938599,0.00021862602,0.0006337914,0.00047202362,0.00037640202,0.0022005278],"category_scores_gemma":[0.0021506208,0.0004891113,0.00013160767,0.0007920262,0.00024885702,0.0032918344,0.00021300714,0.0006242308,0.0007004219],"study_design_candidate":"theoretical_or_conceptual","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":[0.00025761337,0.00088846945,0.10805275,0.0007671575,0.00015907228,0.00005679525,0.00039438694,0.0044487724,0.0002444377,0.7917526,0.014753805,0.07822419],"study_design_scores_gemma":[0.0026093726,0.00006305561,0.33038515,0.0026915453,0.0001937211,0.00020111598,0.00067466573,0.049009386,0.0006174351,0.20489241,0.40745777,0.0012043761],"about_ca_topic_score_codex":0.0025723472,"about_ca_topic_score_gemma":0.00043403343,"teacher_disagreement_score":0.5868601,"about_ca_system_score_codex":0.00021666694,"about_ca_system_score_gemma":0.00028875796,"threshold_uncertainty_score":0.99975604},"labels":[],"label_agreement":null},{"id":"W1980061557","doi":"10.1111/j.1936-4490.2002.tb00680.x","title":"Book Review Recension de livre","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Musée de la Civilisation","funders":"","keywords":"CLARITY; Consistency (knowledge bases); Field (mathematics); Style (visual arts); Pragmatism; Simple (philosophy); Computer science; Epistemology; Sociology; Library science; Operations research; Art; Philosophy; Engineering; Literature; Artificial intelligence","score_opus":0.11264332733624566,"score_gpt":0.2980333544810477,"score_spread":0.18539002714480202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980061557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66844445,0.099687584,0.0017354668,0.07742224,0.0027562892,0.0010405293,0.000040179915,0.000083294086,0.14878994],"genre_scores_gemma":[0.97815454,0.0015238113,0.0017237464,0.017217508,0.0007378477,0.0000077059585,0.0000070892643,0.000013393924,0.00061433174],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976496,0.000066918285,0.00075090653,0.00038063247,0.00025917904,0.00089275395],"domain_scores_gemma":[0.9977376,0.00007848501,0.0008756656,0.00016482575,0.00084353547,0.0002998838],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027451736,0.00025332265,0.0003279393,0.0006956973,0.0017969473,0.00078839087,0.00080385996,0.000116860974,0.0022923986],"category_scores_gemma":[0.0013231853,0.00023219167,0.000116590636,0.0028226892,0.002544319,0.003858121,0.000016093785,0.0002983264,0.000039844614],"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":[0.00009004553,0.00034768324,0.031338263,0.0036937138,0.00009588054,0.002539826,0.005076475,0.0013093079,0.0022625444,0.27225888,0.6577963,0.02319104],"study_design_scores_gemma":[0.0008270591,0.003234361,0.021236727,0.007913066,0.00027142608,0.0054944595,0.0052214623,0.0152796535,0.0008740515,0.024884177,0.9131026,0.0016609193],"about_ca_topic_score_codex":0.0036504662,"about_ca_topic_score_gemma":0.07593826,"teacher_disagreement_score":0.3097101,"about_ca_system_score_codex":0.00048766506,"about_ca_system_score_gemma":0.0025623397,"threshold_uncertainty_score":0.9995026},"labels":[],"label_agreement":null},{"id":"W1980818017","doi":"10.7202/1008435ar","title":"L’analyse stratégique à l’épreuve des faits : étude de cas d’une petite entreprise artisanale en mutation","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.027115018800549735,"score_gpt":0.2621671197654015,"score_spread":0.2350521009648518,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1980818017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9016698,0.0016011879,0.02928657,0.059994467,0.00085617224,0.00048790048,0.00005536263,0.00020429416,0.0058442354],"genre_scores_gemma":[0.95492595,0.0076754172,0.010204955,0.0016729314,0.0031006257,0.00015043035,0.00058987824,0.00011303686,0.021566767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996532,0.00051341136,0.0010710564,0.0007241031,0.0003028312,0.00085658015],"domain_scores_gemma":[0.994279,0.0032333878,0.0009909071,0.0004994498,0.0008443178,0.00015290918],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0028887817,0.0005848453,0.0004727109,0.0006991741,0.00024190568,0.0010306843,0.000453017,0.0006261649,0.0035016043],"category_scores_gemma":[0.0054515763,0.00072812254,0.00029284938,0.0007509633,0.00025677375,0.0053900275,0.00025457886,0.0010466718,0.0016260094],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018025901,0.0013167635,0.71286136,0.0009979475,0.0004678626,0.0002022953,0.0031235535,0.06425592,0.0017270239,0.1481154,0.004045946,0.06270566],"study_design_scores_gemma":[0.0014920417,0.000030068644,0.8850073,0.001377809,0.00046299258,0.00036183733,0.0008492948,0.03436397,0.00058259873,0.019961596,0.054608118,0.00090235705],"about_ca_topic_score_codex":0.0026815627,"about_ca_topic_score_gemma":0.0010462379,"teacher_disagreement_score":0.17214595,"about_ca_system_score_codex":0.0011970192,"about_ca_system_score_gemma":0.00025946408,"threshold_uncertainty_score":0.99951696},"labels":[],"label_agreement":null},{"id":"W1982401904","doi":"10.1016/j.aodf.2009.06.006","title":"How to Win in A Tough Economy With Superior Customer Service","year":2009,"lang":"en","type":"article","venue":"Alpha Omegan","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Brand equity; Marketing; Business; Brand management; Corporate branding; Consistency (knowledge bases); Context (archaeology); Product (mathematics); Service (business); Brand awareness; Brand extension; Advertising; Tertiary sector of the economy; Equity (law); Competition (biology); Computer science; Political science","score_opus":0.014127746924892604,"score_gpt":0.20730832226355783,"score_spread":0.19318057533866523,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1982401904","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8950005,0.000015085245,0.00014470732,0.043189526,0.000073084586,0.0002721683,5.568767e-7,0.0000892939,0.061215047],"genre_scores_gemma":[0.9766043,6.537528e-7,0.00019234598,0.022193545,0.00047918933,0.000018947432,0.000023328408,0.000015556858,0.00047216396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992492,0.0000031195827,0.00015271892,0.00024284677,0.000091314476,0.0002607987],"domain_scores_gemma":[0.99956524,0.000006002624,0.000064251915,0.00017849603,0.00017496386,0.000011037018],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00011041564,0.00015441718,0.00016560334,0.00030589523,0.00007054943,0.00042370462,0.00016370283,0.000055784,0.000086785345],"category_scores_gemma":[0.000012465864,0.00013432454,0.000016431874,0.0016894579,0.000011937114,0.0023928778,0.000027058584,0.00009801358,0.00033763098],"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":[0.001346907,0.0012113875,0.17694856,0.00087088573,0.0001242638,0.00028538116,0.0009657254,0.0013620654,0.017081069,0.6194934,0.04051215,0.1397982],"study_design_scores_gemma":[0.0015767475,0.000046020174,0.26188618,0.000117071184,0.000026264255,0.000006088695,0.000584667,0.0007859451,0.000532089,0.0026361304,0.7311564,0.0006463743],"about_ca_topic_score_codex":0.000311713,"about_ca_topic_score_gemma":0.00054179755,"teacher_disagreement_score":0.69064426,"about_ca_system_score_codex":0.000027178372,"about_ca_system_score_gemma":0.00002150185,"threshold_uncertainty_score":0.54775953},"labels":[],"label_agreement":null},{"id":"W1983607085","doi":"10.3917/riges.363.0016","title":"Comment réseauter ? Des relations personnelles aux relations virtuelles","year":2011,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.05824195995334611,"score_gpt":0.23753233769349316,"score_spread":0.17929037774014706,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983607085","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18783432,0.011612283,0.074565366,0.51217324,0.007563928,0.0012775909,0.00003899107,0.0007434951,0.20419082],"genre_scores_gemma":[0.97677135,0.0002058001,0.0040623425,0.0016375663,0.00079989503,0.00004215416,0.00026538988,0.00004392392,0.016171554],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986457,0.000045425673,0.0004391352,0.00031733775,0.00020135698,0.00035104295],"domain_scores_gemma":[0.99873924,0.00005386609,0.0002760943,0.00024752703,0.00066127937,0.000021998856],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042776015,0.00025754885,0.0001694276,0.0003231102,0.0010505052,0.00024610953,0.0001501872,0.00030877133,0.0058898726],"category_scores_gemma":[0.00020782772,0.00028031337,0.00009093425,0.00094813254,0.00029329932,0.0035164373,0.00008399926,0.00033216644,0.0039442196],"study_design_candidate":"theoretical_or_conceptual","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":[0.000038067297,0.00033458447,0.04472283,0.00018403292,0.000052607003,0.0000061839564,0.0008753536,0.00030525646,0.00007182725,0.88324624,0.05755231,0.012610718],"study_design_scores_gemma":[0.00067415874,0.000042152005,0.41826513,0.0007673496,0.00033326997,0.000008558231,0.0016634791,0.014647532,0.000049607766,0.07453066,0.48846015,0.0005579466],"about_ca_topic_score_codex":0.0019380035,"about_ca_topic_score_gemma":0.0002607472,"teacher_disagreement_score":0.8087156,"about_ca_system_score_codex":0.0001352243,"about_ca_system_score_gemma":0.000067621135,"threshold_uncertainty_score":0.9999649},"labels":[],"label_agreement":null},{"id":"W1984333363","doi":"10.3917/riges.263.0053","title":"Quel avenir pour la vente en face à face?","year":2001,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.01936550600065474,"score_gpt":0.2334152202175753,"score_spread":0.21404971421692057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984333363","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43518472,0.0061975718,0.039215486,0.41914785,0.005582993,0.00063899753,0.000012639343,0.00043429714,0.09358547],"genre_scores_gemma":[0.9380173,0.0004261754,0.00023598343,0.00072807673,0.0016170811,0.000014655936,0.00014893204,0.000033754073,0.058778025],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882215,0.00005083729,0.00029617542,0.00029075184,0.00020326613,0.00033681304],"domain_scores_gemma":[0.99922854,0.000050434166,0.0002226161,0.00018562669,0.00029918924,0.000013599132],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005260025,0.0002264764,0.00016710645,0.00018717028,0.00019030308,0.00037323046,0.00015121793,0.00033832932,0.00070389226],"category_scores_gemma":[0.00020774208,0.00025319692,0.000063566564,0.0007880662,0.00006196164,0.0023109536,0.00007176956,0.0003403569,0.0027350262],"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":[0.00017503584,0.00057794945,0.040112663,0.001034706,0.00008625351,0.0001458085,0.00025832863,0.0052150474,0.0031888692,0.58611,0.05411522,0.30898014],"study_design_scores_gemma":[0.0005625961,0.000009079441,0.14340144,0.00044058068,0.000075260345,0.000030869385,0.00021755838,0.011425509,0.000062144994,0.0047995956,0.83867794,0.00029743338],"about_ca_topic_score_codex":0.00073659583,"about_ca_topic_score_gemma":0.0000650118,"teacher_disagreement_score":0.7845627,"about_ca_system_score_codex":0.00009233744,"about_ca_system_score_gemma":0.00004816222,"threshold_uncertainty_score":0.999992},"labels":[],"label_agreement":null},{"id":"W1984575922","doi":"10.1080/13563475.2011.591148","title":"Reconfiguring the Governance Structures of the Twenty-first-century City-region: Observations and Conclusions","year":2011,"lang":"en","type":"article","venue":"International Planning Studies","topic":"Business Strategy and Innovation","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":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Metropolitan area; Scholarship; Corporate governance; Regional science; Theme (computing); Consciousness; Political science; Economic geography; State (computer science); Sociology; Urban planning; Geography; Management; Civil engineering; Engineering; Epistemology; Economics; Law","score_opus":0.11004707354505004,"score_gpt":0.27317210280120885,"score_spread":0.1631250292561588,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1984575922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96557665,0.0012712688,0.00010659715,0.0112671,0.0024540196,0.00019186808,0.000010773944,0.000043539203,0.019078156],"genre_scores_gemma":[0.9982649,0.0001240304,0.000059530637,0.0010094114,0.00037329688,0.000012187377,0.0000048763804,0.000006145294,0.0001455892],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99934864,0.000005383667,0.00021529867,0.00012589984,0.0002152688,0.00008950062],"domain_scores_gemma":[0.9990436,0.00007082807,0.00031565147,0.00011712284,0.0004503601,0.0000024809515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001392179,0.0000977312,0.00010077025,0.000041031777,0.00048529328,0.00005306951,0.00027448602,0.000028392997,0.00003631584],"category_scores_gemma":[0.00030340097,0.00005756551,0.000033632343,0.00021134263,0.0001812305,0.0004977684,0.00026113517,0.00010931323,0.0000013741104],"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":[0.000030350606,0.000024526333,0.42982063,0.000058566595,0.00018799304,0.000002621805,0.0012658089,0.00017702655,0.00007944281,0.56104314,0.0066545676,0.0006553317],"study_design_scores_gemma":[0.00018200562,0.0000029874006,0.9429015,0.00020022507,0.000030319341,0.0000043460514,0.0011511596,0.00020764227,0.000079791644,0.014424531,0.040727653,0.00008787459],"about_ca_topic_score_codex":0.00022186348,"about_ca_topic_score_gemma":0.000059363476,"teacher_disagreement_score":0.5466186,"about_ca_system_score_codex":0.000020190571,"about_ca_system_score_gemma":0.000011462121,"threshold_uncertainty_score":0.37325326},"labels":[],"label_agreement":null},{"id":"W1985129487","doi":"10.7202/1008427ar","title":"Le rôle de l'investissement intellectuel dans la stratégie d'implantation des nouvelles techniques dans les PME","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art; Philosophy","score_opus":0.021695879767543273,"score_gpt":0.24927091662889855,"score_spread":0.22757503686135527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1985129487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83525974,0.0008120628,0.10211729,0.031401936,0.0005291514,0.00040234913,0.000046338864,0.00026274464,0.029168395],"genre_scores_gemma":[0.9530382,0.007014299,0.02145797,0.0006756062,0.0013657954,0.00016537124,0.00051723653,0.00008871709,0.015676776],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99787694,0.00028653437,0.00069087604,0.00044940857,0.00017655302,0.00051969447],"domain_scores_gemma":[0.99686337,0.0017773678,0.00057653594,0.0002797069,0.0004283163,0.000074681535],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001721685,0.0003988022,0.00028578073,0.0004308029,0.00027506432,0.0007185454,0.00035531825,0.00038767926,0.0005159368],"category_scores_gemma":[0.00195922,0.00049313426,0.0001434688,0.00034956686,0.00039482955,0.0032026905,0.00018856017,0.0005464671,0.00019941192],"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":[0.00009791801,0.00088604295,0.28943205,0.0007054501,0.00015193217,0.000033436816,0.0019872938,0.0062695383,0.008700652,0.6170227,0.0034934015,0.07121957],"study_design_scores_gemma":[0.0013274965,0.000054326232,0.58397365,0.0028177688,0.0002836908,0.000572559,0.0035103143,0.016921842,0.012542082,0.042714775,0.33404145,0.0012400432],"about_ca_topic_score_codex":0.0030909532,"about_ca_topic_score_gemma":0.001146246,"teacher_disagreement_score":0.5743079,"about_ca_system_score_codex":0.00065680256,"about_ca_system_score_gemma":0.0003752774,"threshold_uncertainty_score":0.99975204},"labels":[],"label_agreement":null},{"id":"W1987145706","doi":"10.7202/1008691ar","title":"La gestion des connaissances et des compétences dans les petites entreprises technologiques : une approche empirique","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.04294547657409706,"score_gpt":0.2718605136204451,"score_spread":0.22891503704634805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987145706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8336102,0.0051777516,0.040956303,0.095593356,0.00058550056,0.0004384061,0.000039170798,0.0004723028,0.023127057],"genre_scores_gemma":[0.93263614,0.02584266,0.027357914,0.000795502,0.000997085,0.00019403147,0.00034118604,0.00007645106,0.011759018],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972054,0.0005308465,0.00080881524,0.0006502999,0.000225854,0.00057881844],"domain_scores_gemma":[0.9935116,0.0043394724,0.00084264163,0.00036250538,0.0008744863,0.0000692798],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026588838,0.00054059643,0.00043268327,0.0005475429,0.0003291199,0.0010112977,0.00050679996,0.0006766972,0.00067504885],"category_scores_gemma":[0.0072813053,0.0005882333,0.00018963462,0.00065450394,0.0014716296,0.0048266603,0.0002967677,0.000977456,0.00026167926],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008427657,0.0007390846,0.5858741,0.0008864856,0.00013994383,0.000023319948,0.0019131947,0.007151981,0.0008792443,0.2586983,0.0025005362,0.14110954],"study_design_scores_gemma":[0.00084286765,0.000040186947,0.6732564,0.0038081359,0.00017599615,0.00023795712,0.002539016,0.0066703036,0.0013197439,0.07547152,0.23478621,0.00085166487],"about_ca_topic_score_codex":0.0026722425,"about_ca_topic_score_gemma":0.0013263753,"teacher_disagreement_score":0.23228568,"about_ca_system_score_codex":0.0004933046,"about_ca_system_score_gemma":0.00015113672,"threshold_uncertainty_score":0.9996569},"labels":[],"label_agreement":null},{"id":"W1987344866","doi":"10.3917/riges.272.0014","title":"La gestion stratégique des ressources humaines","year":2002,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.03734312364731148,"score_gpt":0.22787768811865453,"score_spread":0.19053456447134304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987344866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82926834,0.016746461,0.0040138047,0.079254776,0.0024545954,0.000401785,0.000008654986,0.0004498713,0.06740172],"genre_scores_gemma":[0.9877843,0.0012381637,0.00044760297,0.00037852488,0.0018560525,0.000022432874,0.00008741992,0.00003965705,0.008145829],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985623,0.00008966181,0.00039042448,0.0003426864,0.00023638958,0.00037857116],"domain_scores_gemma":[0.99886674,0.0000861301,0.00028593335,0.00020455969,0.00053979363,0.000016825448],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00068635755,0.00027860745,0.0001922252,0.0002892812,0.00062161294,0.0006862649,0.00015017735,0.00053857994,0.0019685559],"category_scores_gemma":[0.0004290608,0.00030024155,0.00006469456,0.0010208475,0.0003926628,0.0032090652,0.00004008989,0.00045171884,0.0010670981],"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":[0.00006535817,0.0005698588,0.0404779,0.0022719004,0.000059506605,0.00006044211,0.0006037132,0.0023495085,0.0021078205,0.39303786,0.018327896,0.5400682],"study_design_scores_gemma":[0.00079003006,0.000050873452,0.40372416,0.0020794817,0.00019177079,0.00005152873,0.0003408834,0.021370424,0.00017368537,0.022844493,0.5476783,0.00070434914],"about_ca_topic_score_codex":0.0006954802,"about_ca_topic_score_gemma":0.00017645177,"teacher_disagreement_score":0.53936386,"about_ca_system_score_codex":0.00007227074,"about_ca_system_score_gemma":0.0000084733065,"threshold_uncertainty_score":0.999945},"labels":[],"label_agreement":null},{"id":"W1987454531","doi":"10.7202/1009041ar","title":"GRH en PME","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.019618808445887585,"score_gpt":0.24687959080067662,"score_spread":0.22726078235478903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987454531","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61776495,0.0031780456,0.008653443,0.32203862,0.004636752,0.00044382398,0.00004300942,0.00024752732,0.04299385],"genre_scores_gemma":[0.7781068,0.011205314,0.008905028,0.0073470734,0.00959214,0.00013359153,0.00069204724,0.00013458845,0.18388341],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796903,0.00020604978,0.0006544322,0.00044818607,0.00018870686,0.0005335963],"domain_scores_gemma":[0.99608976,0.0024465667,0.00057760155,0.00035514572,0.0004653942,0.00006551261],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002043831,0.00037173092,0.00030498658,0.00045229035,0.00012013621,0.0006937381,0.00035648048,0.00040787883,0.0038916504],"category_scores_gemma":[0.00372473,0.00045801967,0.00017630744,0.00037843708,0.00013338655,0.0052073793,0.0002540227,0.000683397,0.0035040195],"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":[0.000076369295,0.0006729996,0.2704162,0.0005017889,0.00014336056,0.000024932448,0.0002572486,0.0068125725,0.0002482589,0.6160465,0.02762516,0.07717459],"study_design_scores_gemma":[0.00074447156,0.000008331675,0.2990573,0.0006580562,0.0000963021,0.00009020496,0.00006845798,0.009159118,0.0000699893,0.011389017,0.6782199,0.00043884048],"about_ca_topic_score_codex":0.0005854348,"about_ca_topic_score_gemma":0.00006340381,"teacher_disagreement_score":0.6505948,"about_ca_system_score_codex":0.0005089879,"about_ca_system_score_gemma":0.00012210017,"threshold_uncertainty_score":0.99978715},"labels":[],"label_agreement":null},{"id":"W1987469176","doi":"10.1109/dest.2010.5610622","title":"Business network orchestration in digital ecosystems","year":2010,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","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":"University of Toronto","funders":"","keywords":"Orchestration; Digital ecosystem; Portfolio; Business ecosystem; Business; Knowledge management; Network theory; Computer science; Position (finance); Industrial organization; Process management; Finance","score_opus":0.014420607121466856,"score_gpt":0.20293159126302765,"score_spread":0.18851098414156078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1987469176","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8323581,0.0000037405084,0.0012138346,0.00089475216,0.0011686941,0.00016079702,4.494196e-7,0.00013558114,0.164064],"genre_scores_gemma":[0.99664795,5.5655016e-7,0.00011564353,0.00041115444,0.0024161527,0.000013662735,0.00011015109,0.000013919697,0.0002707915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99922955,0.0000011734695,0.00026524882,0.00017609597,0.00011780776,0.00021012686],"domain_scores_gemma":[0.9994605,0.0000129692335,0.0001085239,0.00014290585,0.00027077095,0.000004299363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002300166,0.000115177616,0.000111103865,0.0001504321,0.00007887034,0.0006052646,0.00011844879,0.00010365291,0.00034366385],"category_scores_gemma":[0.00008221627,0.00010174026,0.000017554972,0.0014742527,0.000023437184,0.0035266334,0.000035860463,0.00016772417,0.00035110704],"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":[0.000026681259,0.00009122099,0.22936822,0.00010613761,0.0000048837924,0.000006786127,0.0000055406235,0.0007688906,0.0016637901,0.75550574,0.0047470923,0.007704988],"study_design_scores_gemma":[0.00091868825,0.0000049064533,0.77889055,0.0000713303,0.000010300195,0.000007902491,0.000079310514,0.028347295,0.0000644992,0.03811558,0.15291591,0.0005737383],"about_ca_topic_score_codex":0.00043133358,"about_ca_topic_score_gemma":0.0024713795,"teacher_disagreement_score":0.7173902,"about_ca_system_score_codex":0.0000074262075,"about_ca_system_score_gemma":0.000024260697,"threshold_uncertainty_score":0.5836581},"labels":[],"label_agreement":null},{"id":"W1988763595","doi":"10.1353/scp.2006.0006","title":"A Cooperative Publishing Model for Sustainable Scholarship","year":2006,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Scholarship; Business model; German; Diversity (politics); Business; Public relations; Political science; Sociology; Knowledge management; Management; Marketing; Economics; Computer science; History; Law; Archaeology","score_opus":0.041120920773687945,"score_gpt":0.2466064629229217,"score_spread":0.20548554214923376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988763595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6180941,0.0010534856,0.20040712,0.06325846,0.0014137696,0.0009423716,0.00001014228,0.00022590082,0.114594676],"genre_scores_gemma":[0.9845847,0.0000032746148,0.004776119,0.00406723,0.004550892,0.000014623498,0.000058085567,0.00004909829,0.0018959787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9972555,0.00002426117,0.0010053503,0.00026542784,0.0008753263,0.0005741553],"domain_scores_gemma":[0.9808565,0.00010345991,0.0014121094,0.00019821401,0.01739923,0.00003048586],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0069461074,0.00024059307,0.00035236703,0.0012717444,0.000742381,0.17872396,0.0009896668,0.00033016028,0.0000365742],"category_scores_gemma":[0.011631016,0.00021367529,0.00016873039,0.0019181672,0.000046442598,0.56142026,0.00019234177,0.0017130281,0.0000061003775],"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":[0.00019712451,0.00015460262,0.010144598,0.00022459429,0.000045925717,0.00003350216,0.000049851467,0.013178363,0.0014237382,0.865208,0.107497275,0.0018423996],"study_design_scores_gemma":[0.0070763384,0.00009248195,0.033005994,0.00053914957,0.0002671542,0.00007306709,0.003143775,0.11945373,0.00041117705,0.59427196,0.24051853,0.0011466295],"about_ca_topic_score_codex":0.0003256036,"about_ca_topic_score_gemma":0.0000596475,"teacher_disagreement_score":0.3826963,"about_ca_system_score_codex":0.00019991201,"about_ca_system_score_gemma":0.00037497384,"threshold_uncertainty_score":0.99669445},"labels":[],"label_agreement":null},{"id":"W1988948414","doi":"10.1007/s12525-009-0008-0","title":"Collaborative e-product development and product innovation in a demand-driven network: the moderating role of eCRM","year":2009,"lang":"en","type":"article","venue":"Electronic Markets","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":false,"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":"Business; Product (mathematics); New product development; Key (lock); Product management; Marketing; Process management; Knowledge management; Computer science","score_opus":0.007698123592472378,"score_gpt":0.21207204517862674,"score_spread":0.20437392158615436,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1988948414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9845812,0.0011811809,0.0002461296,0.002504234,0.000058557973,0.00051656854,1.9617974e-7,0.0000343718,0.010877584],"genre_scores_gemma":[0.99871564,0.000024555937,0.0003319334,0.00046247905,0.00034614856,0.000026364482,0.000027113721,0.000009002391,0.000056741177],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987957,0.000025049902,0.00042684257,0.00025918862,0.00015548232,0.0003377318],"domain_scores_gemma":[0.99918145,0.000019939616,0.0003077298,0.00014160064,0.0003465291,0.0000027525866],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011430527,0.00014354636,0.00016461745,0.0001803622,0.00020083587,0.00009862879,0.00011012321,0.000036375215,0.00001921363],"category_scores_gemma":[0.00013423199,0.00011321646,0.000009392265,0.0022813757,0.000030984527,0.0006439307,0.00003800821,0.00018256383,0.0000019888978],"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":[0.00045470893,0.00018739638,0.030355765,0.00014526924,0.00006298132,0.0000020732903,0.0006611316,0.004109558,0.010841152,0.6846366,0.0014180088,0.26712534],"study_design_scores_gemma":[0.0017450227,0.00006401228,0.76357174,0.0002885139,0.000046823556,0.0000071984005,0.00053293636,0.07959439,0.010076266,0.08268597,0.06059167,0.00079545396],"about_ca_topic_score_codex":0.000020154732,"about_ca_topic_score_gemma":0.000120374716,"teacher_disagreement_score":0.733216,"about_ca_system_score_codex":0.000048159836,"about_ca_system_score_gemma":0.00016795873,"threshold_uncertainty_score":0.46168333},"labels":[],"label_agreement":null},{"id":"W1989724711","doi":"10.1016/j.jbusres.2014.09.034","title":"How does proximity affect interfirm marketing cooperation? A study of an agribusiness cluster","year":2014,"lang":"en","type":"article","venue":"Journal of Business Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":172,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"Comisión Nacional de Investigación Científica y Tecnológica","keywords":"Agribusiness; Business; Context (archaeology); Marketing; Cluster (spacecraft); Perspective (graphical); Affect (linguistics); Economic geography; Cognitive dimensions of notations; Scale (ratio); Space (punctuation); Cognition; Economics; Geography; Agriculture; Sociology; Psychology; Computer science","score_opus":0.05195766156274772,"score_gpt":0.3203696311051679,"score_spread":0.2684119695424202,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1989724711","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901446,0.000022553862,0.0034910524,0.0042255144,0.0007337735,0.000609821,9.4546033e-7,0.000026439804,0.0007452607],"genre_scores_gemma":[0.99679255,0.0000075164,0.00022831403,0.0001139469,0.0026533427,0.000017773044,0.0000121280245,0.000040458635,0.00013399181],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996706,0.00042210138,0.0008345676,0.0003199285,0.0012849114,0.0004324834],"domain_scores_gemma":[0.9862142,0.00029683972,0.000922336,0.0004094447,0.012128359,0.000028778899],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.009707368,0.0002467103,0.00054777414,0.0014145145,0.00040003847,0.0012483596,0.0006823575,0.0001370133,0.000076516444],"category_scores_gemma":[0.0037867837,0.00016283955,0.000066956854,0.0038062811,0.00017114628,0.0067220745,0.00029043647,0.00063250755,0.0000076099905],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.023867613,0.028776808,0.4908644,0.01665083,0.0011407859,0.00035764798,0.0021378433,0.015107613,0.12353469,0.019588975,0.012305033,0.26566777],"study_design_scores_gemma":[0.0058494355,0.0005247762,0.9604137,0.0009446348,0.00012566103,0.00005273362,0.0038516084,0.018625664,0.001000391,0.0013254727,0.0067029027,0.0005830213],"about_ca_topic_score_codex":0.00024871677,"about_ca_topic_score_gemma":0.0003284922,"teacher_disagreement_score":0.4695493,"about_ca_system_score_codex":0.000057809808,"about_ca_system_score_gemma":0.0001271328,"threshold_uncertainty_score":0.99978846},"labels":[],"label_agreement":null},{"id":"W1990103175","doi":"10.3727/154427205774791753","title":"THEORETICAL AND PRACTICAL CONTEXTS OF TRIPLE BOTTOM LINE PERFORMANCE AND REPORTING: IMPLICATIONS FOR THE TOURISM SECTOR","year":2005,"lang":"en","type":"article","venue":"Tourism Review International","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Victoria University; University of Victoria","keywords":"Tourism; Triple bottom line; Top-down and bottom-up design; Line (geometry); Business; Political science; Computer science; Law","score_opus":0.0483071087508574,"score_gpt":0.33101605201044193,"score_spread":0.2827089432595845,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1990103175","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2745222,0.01829994,0.020445958,0.656139,0.0013170582,0.002928482,0.00003596028,0.00013900963,0.026172407],"genre_scores_gemma":[0.98923033,0.0035992542,0.0014224267,0.003989463,0.0013772971,0.00008741381,0.000041468476,0.000010954511,0.00024137918],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989135,0.0000068266286,0.0006837381,0.0001648649,0.00012681287,0.000104207465],"domain_scores_gemma":[0.9984734,0.00012874027,0.00082010793,0.00012692937,0.000442422,0.000008399499],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092592253,0.00009931733,0.00019203039,0.00005528282,0.00011992794,0.00007517913,0.00009372842,0.000044832395,0.00027691192],"category_scores_gemma":[0.0011022816,0.00006737966,0.000044939537,0.0001381638,0.00013278637,0.0005896985,0.0000640634,0.00012344173,0.000005182726],"study_design_candidate":"theoretical_or_conceptual","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":[0.00005157116,0.00008282375,0.003906886,0.0007171435,0.00005285899,9.931172e-7,0.000010053373,0.0000035034586,0.00017878659,0.87558705,0.036301542,0.08310679],"study_design_scores_gemma":[0.0011887529,0.00004011947,0.18720637,0.0010181777,0.00027782208,0.00011702657,0.000020484498,0.031167476,0.00016625087,0.020381356,0.75809723,0.00031895627],"about_ca_topic_score_codex":0.000010123875,"about_ca_topic_score_gemma":0.0000026784292,"teacher_disagreement_score":0.8552057,"about_ca_system_score_codex":0.000009673555,"about_ca_system_score_gemma":0.00002408632,"threshold_uncertainty_score":0.30319914},"labels":[],"label_agreement":null},{"id":"W1992772228","doi":"10.3917/mav.028.0160","title":"Le cycle de vie des capacités organisationnelles Internet","year":2009,"lang":"fr","type":"article","venue":"Management & Avenir","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"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":"Humanities; Sociology; Art","score_opus":0.015345486367224695,"score_gpt":0.21264416901680525,"score_spread":0.19729868264958056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992772228","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20370606,0.0036491011,0.03592996,0.052183457,0.001990977,0.00083541946,0.00000594212,0.00045151587,0.7012476],"genre_scores_gemma":[0.96765953,0.0002548478,0.0021490129,0.0049881367,0.0009490203,0.000017598333,0.00009393709,0.000043904714,0.023844002],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981312,0.000030677948,0.0004870403,0.00045016073,0.00026206704,0.0006388344],"domain_scores_gemma":[0.9991581,0.000014756756,0.0002647435,0.00034005812,0.00019612438,0.000026251604],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00049607747,0.00035050683,0.00025717384,0.0003640823,0.000410516,0.0007828079,0.00039973884,0.00016785135,0.0014354476],"category_scores_gemma":[0.000037523343,0.00041150514,0.000104729355,0.0011576904,0.00018783803,0.0023190214,0.0001581104,0.00021655134,0.0013316554],"study_design_candidate":"theoretical_or_conceptual","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":[0.000041025276,0.00046417178,0.0022352024,0.0007508193,0.00011637148,0.00006134915,0.0002270369,0.0005631952,0.00021262353,0.8839677,0.02618613,0.085174404],"study_design_scores_gemma":[0.0012997715,0.0000464266,0.07470817,0.0006494476,0.000272772,0.000010299315,0.0011648277,0.0074864426,0.0004571419,0.21476993,0.6984039,0.00073084614],"about_ca_topic_score_codex":0.0012026592,"about_ca_topic_score_gemma":0.00024961252,"teacher_disagreement_score":0.7639535,"about_ca_system_score_codex":0.00017461462,"about_ca_system_score_gemma":0.00005208436,"threshold_uncertainty_score":0.9998337},"labels":[],"label_agreement":null},{"id":"W1992937884","doi":"10.1177/0170840610372578","title":"Organization Studies 30th Anniversary Special Issue","year":2010,"lang":"en","type":"article","venue":"Organization Studies","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":18,"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 Alberta","funders":"","keywords":"Yesterday; Organization studies; Field (mathematics); Political science; Sociology; Library science; History; Management; Economics; Computer science","score_opus":0.024924922918688874,"score_gpt":0.25553517159427586,"score_spread":0.230610248675587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1992937884","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94413435,0.00043176216,0.00090335944,0.017545888,0.012782704,0.00057232764,0.000005540864,0.0010252416,0.02259882],"genre_scores_gemma":[0.9759967,0.00022050393,0.0002574574,0.0020940215,0.019601094,0.000004254975,0.00017124492,0.00006592002,0.0015888419],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989423,0.0000070201177,0.00031192714,0.00030269244,0.00023618781,0.00019984476],"domain_scores_gemma":[0.9956208,0.0000257607,0.0002666044,0.00018972086,0.0038897297,0.0000073963915],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018155955,0.00022052988,0.00026190226,0.00026533447,0.00070506596,0.00019959096,0.0001605986,0.000101109224,0.0015772776],"category_scores_gemma":[0.0015243281,0.00020189516,0.000018319775,0.0034424157,0.00015795318,0.001966505,0.0002151535,0.00015952415,0.0012269185],"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":[0.00002400176,0.00021575553,0.26805693,0.00052086357,0.00048706104,0.000018156969,0.0028033473,0.00010700079,0.014990142,0.13647687,0.5700259,0.006273944],"study_design_scores_gemma":[0.0020740696,0.000031713953,0.24381922,0.00014279036,0.00047736437,0.000016564347,0.03018773,0.000104184466,0.011205509,0.0083734635,0.701941,0.0016263596],"about_ca_topic_score_codex":0.000015392328,"about_ca_topic_score_gemma":0.0000613161,"teacher_disagreement_score":0.1319151,"about_ca_system_score_codex":0.000035853365,"about_ca_system_score_gemma":0.000029390843,"threshold_uncertainty_score":0.99955076},"labels":[],"label_agreement":null},{"id":"W1993853414","doi":"10.3917/g2000.281.0109","title":"Proposition d'un modèle de management stratégique de l'entreprise par les capacités organisationnelles","year":2011,"lang":"fr","type":"article","venue":"Gestion 2000","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"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; Art","score_opus":0.03556987120447378,"score_gpt":0.2008317816340476,"score_spread":0.16526191042957383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1993853414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7011761,0.0020251467,0.21346065,0.02005356,0.0012500992,0.001136058,0.000019467445,0.0004805667,0.06039831],"genre_scores_gemma":[0.9826079,0.00050300104,0.011911236,0.0006737717,0.0006888517,0.00006263355,0.00012769664,0.000046844696,0.0033780918],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984053,0.00007351535,0.00043421882,0.00038393648,0.0002108923,0.0004921543],"domain_scores_gemma":[0.999034,0.000015131227,0.00029100312,0.00026771714,0.00035987658,0.00003226787],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005845868,0.00029011475,0.0001742897,0.0002595272,0.0005229591,0.00027225152,0.00018478255,0.0003471008,0.0060878485],"category_scores_gemma":[0.000047087524,0.0003287795,0.00006669959,0.0006910982,0.00014350907,0.0015849099,0.000058144164,0.00028588282,0.00073627714],"study_design_candidate":"theoretical_or_conceptual","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":[0.00024864858,0.0013204302,0.05878381,0.0017111144,0.00022384514,0.00013291632,0.0014716616,0.0027913328,0.0035155413,0.7489202,0.008580839,0.17229964],"study_design_scores_gemma":[0.0015920877,0.00006524957,0.8015733,0.0010356836,0.00068402913,0.00006278451,0.0020806638,0.015337341,0.012689512,0.14030975,0.023444213,0.0011254263],"about_ca_topic_score_codex":0.001998217,"about_ca_topic_score_gemma":0.00007190796,"teacher_disagreement_score":0.74278945,"about_ca_system_score_codex":0.00026675474,"about_ca_system_score_gemma":0.00009878299,"threshold_uncertainty_score":0.99991643},"labels":[],"label_agreement":null},{"id":"W1995389758","doi":"10.5539/ibr.v5n3p16","title":"Towards the Business Federation in Top Management Consulting in Europe: The Role of Co-creation","year":2012,"lang":"en","type":"article","venue":"International Business Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"General partnership; Delegation; Business; Function (biology); Empirical research; Russian federation; Industrial organization; Marketing; Economics; Management; Finance; Economic policy","score_opus":0.059152483982587954,"score_gpt":0.35258323370428035,"score_spread":0.2934307497216924,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995389758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72703063,0.00025253635,0.00053243514,0.014894296,0.0007418179,0.0008373427,0.0000042995835,0.000035203397,0.2556714],"genre_scores_gemma":[0.9982786,0.00009098631,0.000058637663,0.00025572043,0.0008147767,0.00011611024,0.00012823693,0.000019997222,0.00023689841],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978813,0.00008422619,0.00051492517,0.00022023343,0.0009129641,0.00038637206],"domain_scores_gemma":[0.9964924,0.00014212262,0.0002009466,0.00024112129,0.0029161994,0.0000071970953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029216774,0.00014501145,0.0001429127,0.0008267227,0.0002586959,0.00041395338,0.00059454923,0.00007117365,0.00018516829],"category_scores_gemma":[0.00088047574,0.00009744761,0.00002061591,0.00532764,0.00019651889,0.001867724,0.00026623489,0.00031831386,0.00010233794],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00029839287,0.00047591567,0.5389972,0.00021033693,0.00004187106,0.000008869491,0.00036528133,0.0019256575,0.003243678,0.3888555,0.00079150574,0.0647858],"study_design_scores_gemma":[0.00051326404,0.0000017960309,0.9353997,0.0001338409,0.0000054616594,0.000002938304,0.00095313764,0.0031594262,0.00045712327,0.0023905693,0.056869213,0.000113496426],"about_ca_topic_score_codex":0.0032015704,"about_ca_topic_score_gemma":0.00025838465,"teacher_disagreement_score":0.39640254,"about_ca_system_score_codex":0.000106542255,"about_ca_system_score_gemma":0.00007145928,"threshold_uncertainty_score":0.4839838},"labels":[],"label_agreement":null},{"id":"W1995561568","doi":"10.1145/381234.381239","title":"ECONOF","year":2001,"lang":"en","type":"article","venue":"ACM SIGCUE Outlook","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Plan (archaeology); Process (computing); Set (abstract data type); Strategic planning; Operations research; Management science; Software; Empirical research; Process management; Knowledge management; Management; Mathematics","score_opus":0.03038171036262178,"score_gpt":0.231493745944609,"score_spread":0.20111203558198723,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995561568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.61608315,0.000069734975,0.00045060198,0.008203982,0.00079927867,0.00016555133,7.192619e-7,0.0002917442,0.37393525],"genre_scores_gemma":[0.9893156,0.000011720109,0.0001560049,0.005584462,0.0015858846,0.000012855541,0.000039936273,0.000020979272,0.003272526],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928796,0.0000025945621,0.00018645755,0.00019458069,0.00010856272,0.0002198257],"domain_scores_gemma":[0.99936604,0.000018493383,0.000112211965,0.00035955195,0.00013782119,0.0000058786295],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00014964459,0.000123518,0.00011653972,0.00014701474,0.00013638793,0.00019151905,0.000298382,0.000071437506,0.0017413247],"category_scores_gemma":[0.00014808904,0.0001167143,0.000039182018,0.0004901508,0.00003359901,0.0014355389,0.00012004382,0.000093514325,0.0030383128],"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":[0.00012098813,0.00024470838,0.268638,0.00017367383,0.00006567665,0.000086914704,0.000053298903,0.00017940768,0.0038299323,0.52076393,0.121274844,0.08456859],"study_design_scores_gemma":[0.0005283217,0.000006173397,0.070210114,0.000023369204,0.00002489238,0.000006705921,0.00007545851,0.00062008796,0.0001442781,0.02589358,0.9021669,0.00030009708],"about_ca_topic_score_codex":0.0001895972,"about_ca_topic_score_gemma":0.000044525175,"teacher_disagreement_score":0.7808921,"about_ca_system_score_codex":0.000013668012,"about_ca_system_score_gemma":0.000013619981,"threshold_uncertainty_score":0.9991712},"labels":[],"label_agreement":null},{"id":"W1995849810","doi":"","title":"Gagging on Chaos","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"McMaster University","funders":"","keywords":"Bureaucracy; Law and economics; sort; Political science; Martial arts; Business; Public relations; Sociology; Law; Computer science; History","score_opus":0.00854367448212113,"score_gpt":0.2010438852009695,"score_spread":0.19250021071884837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1995849810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82385576,0.00044922065,0.008338222,0.0071196216,0.0008822937,0.00015209202,3.2889673e-7,0.00019082174,0.15901166],"genre_scores_gemma":[0.99395925,0.00004806751,0.000013224324,0.00092675234,0.0037261571,0.0000026323453,0.000011547981,0.00002026139,0.0012921095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.998279,0.000005043056,0.000212717,0.00013172325,0.00019719968,0.0011743587],"domain_scores_gemma":[0.99957716,0.000007749714,0.00019167757,0.00008952711,0.00013037639,0.0000035307917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00073468947,0.00012450597,0.000098547,0.00024855952,0.0003224922,0.00023046258,0.0001467931,0.0000521042,0.00009069848],"category_scores_gemma":[0.000020982221,0.00010759409,0.00005170979,0.0004521868,0.000019200439,0.00088064076,0.000017871656,0.0008490237,0.00031032675],"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":[0.00002708399,0.000046274425,0.002374784,0.000007342408,0.00001218184,0.0000027440458,0.0000012599165,0.00022821061,0.00038014023,0.98634034,0.0009835642,0.009596061],"study_design_scores_gemma":[0.0008173852,0.00003601565,0.013357493,0.000042974392,0.000028099112,0.00006816233,0.00021302087,0.0009861679,0.00010175922,0.9277608,0.056290172,0.0002979983],"about_ca_topic_score_codex":0.00023769747,"about_ca_topic_score_gemma":0.0002596962,"teacher_disagreement_score":0.1701035,"about_ca_system_score_codex":0.00017679008,"about_ca_system_score_gemma":0.00017502619,"threshold_uncertainty_score":0.43875596},"labels":[],"label_agreement":null},{"id":"W1996552134","doi":"10.7202/1009022ar","title":"Pour une approche contingente de la spécificité de la PME","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":92,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science; Chemistry; Molecular biology; Biology","score_opus":0.022377662097955966,"score_gpt":0.25830722599371425,"score_spread":0.23592956389575828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1996552134","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7881016,0.0016902146,0.034847423,0.09815218,0.0012204346,0.00037491013,0.000030979027,0.00022437569,0.075357884],"genre_scores_gemma":[0.8910633,0.0059207403,0.016269175,0.0036329695,0.0048386557,0.00013365099,0.000332245,0.00013095763,0.077678345],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975532,0.00048607972,0.0006700287,0.0004792009,0.00017934587,0.0006321336],"domain_scores_gemma":[0.9936699,0.004750609,0.0007231973,0.00032900606,0.0004403791,0.00008685936],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0039185453,0.0004092945,0.00034216055,0.00040635205,0.00015255852,0.0010052407,0.00038740603,0.00056465314,0.0010851141],"category_scores_gemma":[0.005267204,0.00050479657,0.0001973465,0.00042072468,0.0002702413,0.002407347,0.00021294791,0.0008935891,0.0007554873],"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":[0.00015036995,0.0009983069,0.34778425,0.0006019093,0.00020790985,0.000058209273,0.0005368082,0.010639118,0.0020795225,0.57277805,0.024152277,0.040013295],"study_design_scores_gemma":[0.0016300747,0.000009886968,0.29980162,0.0011450783,0.00018071062,0.0002778736,0.00026391743,0.027526427,0.00039772986,0.03357545,0.6345755,0.0006157701],"about_ca_topic_score_codex":0.00115633,"about_ca_topic_score_gemma":0.00004013357,"teacher_disagreement_score":0.6104232,"about_ca_system_score_codex":0.0006444901,"about_ca_system_score_gemma":0.00026021182,"threshold_uncertainty_score":0.99982804},"labels":[],"label_agreement":null},{"id":"W1998052301","doi":"10.1287/mnsc.1040.0213","title":"Formation of Alliances in Internet-Based Supply Exchanges","year":2005,"lang":"en","type":"article","venue":"Management Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":103,"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 British Columbia","funders":"","keywords":"Alliance; Business; Industrial organization; Joint venture; Profit (economics); Competitor analysis; Purchasing; Marketing; Commerce; Microeconomics; Economics","score_opus":0.024981208599631273,"score_gpt":0.24071690265121334,"score_spread":0.21573569405158208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998052301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83059436,0.00006409654,0.017103063,0.006448287,0.00036307145,0.0004768242,5.247411e-7,0.00009468583,0.14485507],"genre_scores_gemma":[0.9973951,0.0000065348827,0.0013120156,0.000991905,0.0000790779,0.000017352846,0.0000074101217,0.0000036360404,0.0001869531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991319,0.0000023480313,0.00022011013,0.00017417061,0.00028831887,0.00018311886],"domain_scores_gemma":[0.999622,0.000004775704,0.0001515348,0.00012937476,0.00008874309,0.0000035805228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005802843,0.00007553591,0.00007629163,0.0006143914,0.000055890738,0.00013403436,0.00032682446,0.000016516284,0.00012433722],"category_scores_gemma":[0.000015361644,0.000069554,0.000014475314,0.0017465631,0.00013021684,0.003167423,0.00009179532,0.000036449142,0.00008452865],"study_design_candidate":"theoretical_or_conceptual","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":[0.00007868977,0.0003571964,0.052728795,0.0011920673,0.0000061093024,0.0000064120727,0.0001708979,0.009829627,0.0035483665,0.63110113,0.0044143526,0.29656637],"study_design_scores_gemma":[0.0012543077,0.000020830901,0.40982997,0.00040006093,0.000019636107,3.6848692e-7,0.0005309707,0.4730781,0.012015868,0.0031359885,0.0993078,0.00040609454],"about_ca_topic_score_codex":0.00009920904,"about_ca_topic_score_gemma":0.0001294631,"teacher_disagreement_score":0.6279651,"about_ca_system_score_codex":0.000035959965,"about_ca_system_score_gemma":0.00000667074,"threshold_uncertainty_score":0.283633},"labels":[],"label_agreement":null},{"id":"W1998413021","doi":"10.5430/ijba.v3n6p82","title":"Business Network Simulation: Combining Research Cases and Agent-Based Models in a Robust Methodology","year":2012,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Process (computing); Management science; Comprehension; Business process; Artifact-centric business process model; Complex adaptive system; Process management; Business process modeling; Data science; Artificial intelligence; Work in process; Operations management; Business; Engineering","score_opus":0.3304560838632629,"score_gpt":0.39843198639409244,"score_spread":0.06797590253082952,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998413021","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8414793,0.00041112036,0.14650205,0.006368441,0.0034432637,0.00026823275,0.0000030746824,0.00003575728,0.0014887854],"genre_scores_gemma":[0.991923,0.000027171156,0.0038487345,0.00053548726,0.0035493677,0.000010040297,0.00006746886,0.000023838853,0.000014918322],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99778086,0.00010920991,0.0008457135,0.00018699755,0.00072461896,0.00035258164],"domain_scores_gemma":[0.9937372,0.000656888,0.0007345041,0.00011782254,0.004727508,0.000026032683],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031224324,0.00018556544,0.00029274254,0.0009773115,0.00016224734,0.00040124304,0.00028267418,0.00015203159,0.00007916748],"category_scores_gemma":[0.0014130655,0.00017818534,0.000042340132,0.0017804732,0.00012480459,0.0046376917,0.00008428454,0.00032427956,0.000008173129],"study_design_candidate":"simulation_or_modeling","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":[0.0011445371,0.00048903364,0.080480635,0.00014321532,0.00005892437,0.00016681108,0.00007931999,0.8198133,0.0003255476,0.089238666,0.0004083855,0.0076516345],"study_design_scores_gemma":[0.0031107436,0.00007115377,0.7369087,0.0007387371,0.00007856214,0.0003344273,0.00042515027,0.23461862,0.000098681194,0.017153988,0.005934819,0.0005264707],"about_ca_topic_score_codex":0.00020776661,"about_ca_topic_score_gemma":0.00013557586,"teacher_disagreement_score":0.65642804,"about_ca_system_score_codex":0.00009662309,"about_ca_system_score_gemma":0.00022857687,"threshold_uncertainty_score":0.7266187},"labels":[],"label_agreement":null},{"id":"W1998758197","doi":"10.3917/riges.271.0014","title":"De la subversion à la normalisation : de la Swatchmobile à la Smart","year":2002,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Subversion; Political science; Art; Philosophy; Law","score_opus":0.014041164525905325,"score_gpt":0.216264433520936,"score_spread":0.20222326899503068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1998758197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7268839,0.0017191592,0.007987893,0.029074753,0.0012451548,0.00034860955,0.0000073146252,0.00032182242,0.23241138],"genre_scores_gemma":[0.990476,0.00051452796,0.00043491702,0.0005211589,0.00087048544,0.000022875043,0.000121365476,0.000033424727,0.007005229],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986087,0.000314057,0.0002754591,0.00025064388,0.0002071721,0.00034398507],"domain_scores_gemma":[0.9990755,0.0003034678,0.00022242923,0.00016519037,0.00021261322,0.000020822945],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019405183,0.00021239833,0.00014582905,0.00021879622,0.00030247745,0.000732907,0.00012646566,0.0005969204,0.0013525414],"category_scores_gemma":[0.00033614406,0.00024330102,0.000063778236,0.00073507754,0.00021829315,0.0022655665,0.000057874433,0.00043133303,0.0005239606],"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":[0.00014016108,0.00096654345,0.16801937,0.0014777937,0.00006406627,0.00013089037,0.00090768666,0.0072673657,0.006821541,0.5377466,0.10460103,0.17185691],"study_design_scores_gemma":[0.00076877116,0.000016675149,0.2540143,0.0004026392,0.000121724035,0.000057772893,0.00015312528,0.039617643,0.00023573112,0.004602575,0.699692,0.0003170477],"about_ca_topic_score_codex":0.0011322636,"about_ca_topic_score_gemma":0.000018533601,"teacher_disagreement_score":0.5950909,"about_ca_system_score_codex":0.00015120136,"about_ca_system_score_gemma":0.000041291147,"threshold_uncertainty_score":0.99956036},"labels":[],"label_agreement":null},{"id":"W1999565651","doi":"10.7202/027486ar","title":"Jeux évolutionnaires et paradoxe de l’induction rétrograde (backward induction)","year":2007,"lang":"fr","type":"article","venue":"Philosophiques","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.1553680150064258,"score_gpt":0.33441604072921943,"score_spread":0.17904802572279363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1999565651","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33756563,0.026087796,0.016695525,0.55047965,0.011029808,0.00093824364,0.000014547217,0.0011843005,0.0560045],"genre_scores_gemma":[0.9672551,0.00092010014,0.0015465771,0.009134416,0.02029771,0.000027200964,0.00016202776,0.00007466842,0.00058218255],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99754363,0.00006163617,0.0007096098,0.0005293995,0.00039238652,0.0007633271],"domain_scores_gemma":[0.99827576,0.000051605803,0.00050471316,0.0003441358,0.00077827874,0.00004552578],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016621022,0.00043505634,0.00032446504,0.00062295777,0.00047903962,0.00045514945,0.00025881978,0.000498295,0.00037310304],"category_scores_gemma":[0.0002756887,0.00048708913,0.0001583196,0.0012852977,0.00036131562,0.0053811553,0.00010769778,0.00068226067,0.00056361046],"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":[0.00015920837,0.0005205892,0.018601568,0.0006513949,0.0001141298,0.000038542486,0.00014245466,0.000120080615,0.0015983115,0.91734356,0.034015235,0.026694948],"study_design_scores_gemma":[0.0006393404,0.000058265647,0.15904766,0.0005622403,0.00018896916,0.00006321319,0.0002338544,0.0004069843,0.0011944688,0.4438289,0.39301306,0.0007630343],"about_ca_topic_score_codex":0.001162902,"about_ca_topic_score_gemma":0.00019223792,"teacher_disagreement_score":0.62968946,"about_ca_system_score_codex":0.0002996086,"about_ca_system_score_gemma":0.00010532754,"threshold_uncertainty_score":0.99975806},"labels":[],"label_agreement":null},{"id":"W2000162540","doi":"10.7202/1006092ar","title":"L’écart culturel dans les coopératives","year":2011,"lang":"fr","type":"article","venue":"Revue de l’Université de Moncton","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Government of New Brunswick","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.026542073888578304,"score_gpt":0.19256131962179587,"score_spread":0.16601924573321758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2000162540","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42215827,0.0033339816,0.00324496,0.005043561,0.0007602246,0.00025558792,0.000015397145,0.00016529331,0.56502277],"genre_scores_gemma":[0.9270528,0.00079457276,0.00086695876,0.0006115974,0.0010205188,0.000005029919,0.00010217107,0.000047960668,0.06949839],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987707,0.000036324564,0.00023640583,0.00034245857,0.00012261314,0.00049150514],"domain_scores_gemma":[0.9990765,0.000019604526,0.00028179947,0.0002469788,0.00034067783,0.000034478908],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002136384,0.00028799134,0.00024841144,0.00019253147,0.00055730634,0.00010937295,0.00031701964,0.00036581175,0.0030282936],"category_scores_gemma":[0.000040862065,0.0003312574,0.00012563355,0.00083653297,0.0001813299,0.0015848671,0.00019311084,0.0003045056,0.0004056188],"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":[0.00032449083,0.00040788137,0.32618958,0.0015262988,0.00020944476,0.0005588635,0.009672142,0.00021604881,0.010888539,0.60556805,0.034127936,0.010310729],"study_design_scores_gemma":[0.00082382374,0.000041802054,0.38493258,0.00048520765,0.00037067523,0.000064111926,0.0038416306,0.0036101737,0.0030179804,0.0019272956,0.6002778,0.0006069501],"about_ca_topic_score_codex":0.002862761,"about_ca_topic_score_gemma":0.0008410304,"teacher_disagreement_score":0.60364074,"about_ca_system_score_codex":0.00034942667,"about_ca_system_score_gemma":0.000047241723,"threshold_uncertainty_score":0.99991393},"labels":[],"label_agreement":null},{"id":"W2001224952","doi":"10.1787/hemp-v15-art21-fr","title":"Une approche intégrée des systèmes de renforcement académiques","year":2003,"lang":"fr","type":"article","venue":"Gestion de l enseignement supérieur","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Art","score_opus":0.02513770358994053,"score_gpt":0.2373323550256817,"score_spread":0.21219465143574118,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001224952","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49163947,0.016905926,0.21655472,0.026051618,0.003316682,0.0019139674,0.000019004694,0.0008626923,0.24273594],"genre_scores_gemma":[0.97120225,0.0008382308,0.007314499,0.0033938603,0.00086083316,0.00016354278,0.00018193595,0.00008111563,0.015963728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997095,0.00013583504,0.0007904751,0.0005381537,0.00042593753,0.0010146211],"domain_scores_gemma":[0.998352,0.000060697865,0.00044606812,0.00036399145,0.0007168998,0.00006035125],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001542387,0.00050378306,0.0003700062,0.00034898505,0.0007028531,0.0006337655,0.0002557652,0.00047086686,0.0016945336],"category_scores_gemma":[0.00067702925,0.00055628846,0.0001274368,0.0015096534,0.00029836863,0.0018914175,0.00009277714,0.00046830098,0.00042528796],"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":[0.00019890032,0.0007630717,0.014856022,0.004609184,0.00023134846,0.00006870256,0.0033185352,0.0060352585,0.0037365225,0.77387613,0.15577337,0.036532987],"study_design_scores_gemma":[0.002485563,0.000163486,0.039886285,0.00226004,0.00047094453,0.00007739373,0.007077642,0.009960247,0.0031096395,0.10945392,0.82356435,0.0014905034],"about_ca_topic_score_codex":0.0026682764,"about_ca_topic_score_gemma":0.00020508897,"teacher_disagreement_score":0.66779095,"about_ca_system_score_codex":0.00067311106,"about_ca_system_score_gemma":0.0002757705,"threshold_uncertainty_score":0.99968886},"labels":[],"label_agreement":null},{"id":"W2001740553","doi":"10.3917/riges.323.0012","title":"Cent ans d'histoire en méthodes quantitatives","year":2007,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03572115428409,"score_gpt":0.27297147996651233,"score_spread":0.23725032568242233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001740553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46045336,0.023401668,0.2548802,0.1784324,0.017906114,0.00081674795,0.00001574683,0.00053911697,0.06355465],"genre_scores_gemma":[0.9862754,0.00018305713,0.00300994,0.0006157184,0.0018079615,0.0000053769513,0.00015047342,0.000030661555,0.007921424],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987075,0.00003847824,0.00037530888,0.00028022047,0.00021747258,0.00038107362],"domain_scores_gemma":[0.9990228,0.00010803444,0.00025258955,0.00015066864,0.00045222417,0.000013699247],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013550248,0.00021081437,0.00016478423,0.00029007075,0.00039210825,0.00021211273,0.00011813994,0.0002564328,0.0004470762],"category_scores_gemma":[0.00036510502,0.00022914678,0.000055133325,0.00090763805,0.00016316939,0.0022722369,0.000048023,0.00025631106,0.00065960514],"study_design_candidate":"theoretical_or_conceptual","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":[0.00008320831,0.0001961957,0.016704284,0.000565729,0.000021795964,0.000020816598,0.00019126681,0.00023821482,0.0023100788,0.822518,0.004129031,0.1530214],"study_design_scores_gemma":[0.0005412887,0.000025503512,0.5680706,0.00068072876,0.00010777269,0.000007721925,0.0013282314,0.0028699916,0.00036146847,0.009406885,0.41613102,0.0004688201],"about_ca_topic_score_codex":0.0007065096,"about_ca_topic_score_gemma":0.00025476795,"teacher_disagreement_score":0.8131111,"about_ca_system_score_codex":0.00011898882,"about_ca_system_score_gemma":0.00002714779,"threshold_uncertainty_score":0.93443346},"labels":[],"label_agreement":null},{"id":"W2001971490","doi":"10.7202/1024198ar","title":"Stratégie de coopétition et performance de marché : une étude empirique","year":2014,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.019677171211298448,"score_gpt":0.2547245469869229,"score_spread":0.23504737577562443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2001971490","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14429107,0.0002295846,0.10332574,0.098720334,0.0036025355,0.00044013577,0.000014947238,0.00021476574,0.6491609],"genre_scores_gemma":[0.9686152,0.00061990187,0.00261413,0.010775155,0.0021692323,0.00006604531,0.00046684046,0.000042585398,0.014630906],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982727,0.000035929763,0.00042364746,0.00036811104,0.00042153618,0.00047804363],"domain_scores_gemma":[0.999072,0.0000306483,0.00027537285,0.00022843816,0.00037133813,0.000022165888],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012195405,0.00027269157,0.0001693323,0.00040810683,0.00021741755,0.0007095563,0.000484217,0.00014450816,0.0018024964],"category_scores_gemma":[0.00005689121,0.0003219463,0.00007679859,0.00063406583,0.00010523752,0.0023779853,0.0002466325,0.00029342386,0.000679364],"study_design_candidate":"theoretical_or_conceptual","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":[0.000088836045,0.0003069604,0.05280723,0.0011936409,0.00017980633,0.00002046659,0.00004937139,0.0049252585,0.00012305503,0.83754444,0.038804162,0.06395676],"study_design_scores_gemma":[0.0007594765,0.000023428598,0.34448528,0.0005147869,0.000072573726,0.000006638094,0.00009907175,0.07400363,0.00006259618,0.014823583,0.5648338,0.00031513872],"about_ca_topic_score_codex":0.00047466022,"about_ca_topic_score_gemma":0.00016897502,"teacher_disagreement_score":0.82432413,"about_ca_system_score_codex":0.00025130672,"about_ca_system_score_gemma":0.000041067407,"threshold_uncertainty_score":0.9999233},"labels":[],"label_agreement":null},{"id":"W2002688238","doi":"10.1108/10878570210697964","title":"Invented competitors: a new competitor analysis methodology","year":2002,"lang":"en","type":"article","venue":"Strategy and Leadership","topic":"Business Strategy and Innovation","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":"Future Earth","funders":"","keywords":"Competitor analysis; Competition (biology); Context (archaeology); Business; Value (mathematics); Marketing; Strategic management; Process (computing); Competitive advantage; Industrial organization; Computer science","score_opus":0.36917059675836195,"score_gpt":0.28661034540752317,"score_spread":0.08256025135083878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2002688238","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4915944,0.006934852,0.02788619,0.060099706,0.0031643435,0.0011528664,0.000012308826,0.0015636059,0.40759173],"genre_scores_gemma":[0.9925876,0.00001434871,0.0005027781,0.002523788,0.0016955596,0.0000051934994,0.000057399593,0.000015928115,0.002597395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988756,0.00004311887,0.00028757902,0.00032365374,0.00014692268,0.00032310528],"domain_scores_gemma":[0.99944425,0.000072807954,0.00016675422,0.00018042314,0.00011107624,0.000024704208],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030278653,0.00020304926,0.00031352183,0.00048588848,0.00018607434,0.00025296398,0.00015295779,0.00015900134,0.0025692564],"category_scores_gemma":[0.000070927344,0.00018986153,0.00008796972,0.0018155831,0.00014166278,0.0008245016,0.00003046876,0.00023336482,0.0002504333],"study_design_candidate":"theoretical_or_conceptual","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":[0.00011399736,0.00018606307,0.061674412,0.00038677338,0.0007521934,0.000029835368,0.00031074605,0.00053056376,0.0010253241,0.89785856,0.021964483,0.015167071],"study_design_scores_gemma":[0.0056055333,0.00019816504,0.4035388,0.00022445022,0.0033673784,0.00003359929,0.014332973,0.07081585,0.00042556797,0.043676373,0.45492026,0.0028610805],"about_ca_topic_score_codex":0.00070163497,"about_ca_topic_score_gemma":0.00031413953,"teacher_disagreement_score":0.8541822,"about_ca_system_score_codex":0.000009822555,"about_ca_system_score_gemma":0.000013107121,"threshold_uncertainty_score":0.9983425},"labels":[],"label_agreement":null},{"id":"W2004461819","doi":"10.7202/1007880ar","title":"La PME innovatrice : Quel est le rôle du milieu local ?","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.01517975483535264,"score_gpt":0.2323887917910562,"score_spread":0.21720903695570357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004461819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67929226,0.0030698888,0.031891108,0.2407407,0.002722535,0.0004266898,0.000044210665,0.00025132636,0.04156131],"genre_scores_gemma":[0.95024556,0.0046248543,0.003984139,0.002654957,0.003751262,0.00008827588,0.00046709448,0.00009658141,0.034087293],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976418,0.0002517454,0.0008043909,0.0005334785,0.00021452816,0.00055404723],"domain_scores_gemma":[0.99570787,0.0023956147,0.0006911598,0.00038268015,0.0007518642,0.000070833354],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023884806,0.00043005642,0.0003576692,0.0005781807,0.0001740899,0.000674487,0.00041455418,0.00050231285,0.0013156431],"category_scores_gemma":[0.002853135,0.00053545955,0.00017194268,0.00073442684,0.00028272648,0.0049660904,0.00031651865,0.00084704,0.0016880955],"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":[0.000112614274,0.0010567906,0.16642345,0.0005363548,0.0001326032,0.000048032376,0.00017981064,0.011971778,0.00019307571,0.6946443,0.021113856,0.103587374],"study_design_scores_gemma":[0.0014850622,0.000012626841,0.1622933,0.00071903656,0.000104251005,0.00022080196,0.0003198614,0.022289144,0.00011245338,0.008233514,0.80358154,0.0006284013],"about_ca_topic_score_codex":0.0020780577,"about_ca_topic_score_gemma":0.00018211469,"teacher_disagreement_score":0.78246766,"about_ca_system_score_codex":0.00047443988,"about_ca_system_score_gemma":0.00028462883,"threshold_uncertainty_score":0.99970967},"labels":[],"label_agreement":null},{"id":"W2004551584","doi":"10.3166/isi.11.3.31-52","title":"Interopérabilité et système d'information. Aide à la conception de système d'information interorganisationnel à partir de processus collaboratifs","year":2006,"lang":"fr","type":"article","venue":"Ingénierie des systèmes d information","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Humanities; Philosophy","score_opus":0.01168916087244106,"score_gpt":0.2173159176387783,"score_spread":0.20562675676633724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004551584","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3284065,0.0009644265,0.5825462,0.009078912,0.0038938166,0.0030126967,0.00037638284,0.0012609293,0.07046013],"genre_scores_gemma":[0.9894075,0.000071061695,0.0023110672,0.002771412,0.0008647402,0.00035090558,0.0038840442,0.000047359877,0.0002919437],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99496835,0.0002109896,0.002796731,0.00026734782,0.00073574897,0.0010208234],"domain_scores_gemma":[0.99287826,0.00015390306,0.0024477753,0.00045505312,0.0039896034,0.000075429336],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0027203336,0.0007275597,0.0006008522,0.001138173,0.0009849409,0.006816919,0.00050594244,0.00078924093,0.0003539327],"category_scores_gemma":[0.0015008887,0.00081131136,0.00016595313,0.002703986,0.0008757172,0.08272032,0.00019235356,0.0005754593,0.0016968664],"study_design_candidate":"theoretical_or_conceptual","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":[0.0006363541,0.0003249468,0.017153194,0.024796944,0.00021757485,0.000008689409,0.023948735,0.040250607,0.00046127752,0.7774928,0.034510683,0.080198176],"study_design_scores_gemma":[0.0062488853,0.00028341304,0.11443748,0.007137253,0.0006610688,0.00033490502,0.038889278,0.24783535,0.002185238,0.104798414,0.47406593,0.0031227744],"about_ca_topic_score_codex":0.005442959,"about_ca_topic_score_gemma":0.00035298354,"teacher_disagreement_score":0.6726944,"about_ca_system_score_codex":0.0027738817,"about_ca_system_score_gemma":0.0010975574,"threshold_uncertainty_score":0.99943376},"labels":[],"label_agreement":null},{"id":"W2004835654","doi":"10.7202/1008253ar","title":"EDI dans la PME et la grande entreprise: similitudes et différences","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Université Laval","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.018244081812769146,"score_gpt":0.25622745347532244,"score_spread":0.2379833716625533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004835654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7583108,0.0016424188,0.010398195,0.16024253,0.0022272898,0.00049949344,0.00009097745,0.00028603643,0.06630228],"genre_scores_gemma":[0.9274914,0.0145063745,0.0038324026,0.0041037155,0.0022766246,0.00015010725,0.00075198035,0.000103392485,0.04678395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99678886,0.0006657163,0.0008757525,0.0007017386,0.00031871465,0.00064919726],"domain_scores_gemma":[0.9925117,0.0056337398,0.0007977759,0.00046529112,0.0004973946,0.00009412442],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003933638,0.00054829376,0.0004580515,0.00048006355,0.00017810595,0.0012506198,0.00050612964,0.00049839664,0.0018532784],"category_scores_gemma":[0.0039973315,0.00061948283,0.0002563712,0.00042684647,0.00034703777,0.0051317713,0.00040102497,0.00093782775,0.00074806646],"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":[0.0001482631,0.0012548388,0.3806259,0.0005717484,0.00023142436,0.00005719323,0.0011987046,0.012691438,0.00043143448,0.56310046,0.009870941,0.029817626],"study_design_scores_gemma":[0.0014034046,0.000014660178,0.45602527,0.0012479887,0.00016517205,0.00013032423,0.00029295584,0.0069695995,0.000092003014,0.017872667,0.51512045,0.0006654856],"about_ca_topic_score_codex":0.00080780237,"about_ca_topic_score_gemma":0.00027452203,"teacher_disagreement_score":0.5452278,"about_ca_system_score_codex":0.00027940955,"about_ca_system_score_gemma":0.00020521504,"threshold_uncertainty_score":0.9997862},"labels":[],"label_agreement":null},{"id":"W2004958194","doi":"10.3917/riges.394.0156","title":"Vos vendeurs savent-ils gérer les objections de leurs clients ? Attention : c’est une arme à double tranchant !","year":2015,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Philosophy; Political science; Art","score_opus":0.09226723588894581,"score_gpt":0.275444582070602,"score_spread":0.1831773461816562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004958194","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9054447,0.0020940616,0.015288946,0.057134315,0.008712237,0.0007142976,0.000016874992,0.0003033999,0.010291173],"genre_scores_gemma":[0.98969054,0.00018021734,0.00020577364,0.00041452504,0.0020646695,0.000058689733,0.00044716455,0.00005134324,0.0068870867],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979519,0.00005024763,0.0005160636,0.00043486376,0.00038423293,0.0006626916],"domain_scores_gemma":[0.99849296,0.000016542177,0.00038319803,0.00024489049,0.0008034203,0.00005901162],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008719995,0.00031862617,0.00024374182,0.0003742496,0.00047272086,0.0004536281,0.00015924967,0.00037957245,0.00019167067],"category_scores_gemma":[0.00011419285,0.00036212988,0.000113661,0.0015775142,0.00013858854,0.00268911,0.00005152898,0.00045143455,0.0010479729],"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":[0.0015597964,0.0028923631,0.15396233,0.002915728,0.0003663691,0.00012182294,0.0017892496,0.037286997,0.012616085,0.48492482,0.06757857,0.23398587],"study_design_scores_gemma":[0.0083764875,0.00021340972,0.37458533,0.0025024025,0.0009930675,0.00010737158,0.005723591,0.031349115,0.00077302125,0.01810167,0.555609,0.0016655353],"about_ca_topic_score_codex":0.0055439766,"about_ca_topic_score_gemma":0.001199635,"teacher_disagreement_score":0.48803043,"about_ca_system_score_codex":0.0004000145,"about_ca_system_score_gemma":0.00019276771,"threshold_uncertainty_score":0.99988306},"labels":[],"label_agreement":null},{"id":"W2004979375","doi":"10.1109/mm.2006.64","title":"Room for a Thousand Flowers to Bloom","year":2006,"lang":"en","type":"article","venue":"IEEE Micro","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Kellogg's (Canada)","funders":"","keywords":"Contrarian; Value (mathematics); Variety (cybernetics); Marketing; Industrial organization; Selection (genetic algorithm); Business; Economics; Computer science; Artificial intelligence; Finance","score_opus":0.014236347693764159,"score_gpt":0.22319371360502074,"score_spread":0.20895736591125658,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2004979375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9573726,0.00004570127,0.020403057,0.0026742767,0.0012773831,0.00045423442,0.0000077063505,0.00015955644,0.017605461],"genre_scores_gemma":[0.9900432,5.7964934e-7,0.001842353,0.003434725,0.0028450624,0.000043912343,0.00005645745,0.000028365412,0.0017053277],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993532,0.0000013294333,0.00017148083,0.00018722107,0.00007260333,0.00021420816],"domain_scores_gemma":[0.9996236,0.000011005855,0.00006689289,0.000119986944,0.00017424388,0.0000042765614],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012314571,0.000112580776,0.0001059761,0.00014983452,0.0001411455,0.00020906876,0.00011202545,0.00005641176,0.000063411484],"category_scores_gemma":[0.000013752919,0.00010713214,0.000042939544,0.0004402324,0.000012097836,0.00043871344,0.000017211765,0.000043049487,0.00024717313],"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":[0.00014155991,0.0001436504,0.0036158988,0.00018275638,0.000019211924,0.000005125914,0.000015615384,0.0008491106,0.50237596,0.02208353,0.4649532,0.0056143734],"study_design_scores_gemma":[0.0009053487,0.000011813386,0.009379981,0.000040638344,0.000039729504,0.0000016431798,0.000028854389,0.0006363206,0.03267846,0.0051484862,0.95077753,0.00035117293],"about_ca_topic_score_codex":0.0003942831,"about_ca_topic_score_gemma":0.00013562146,"teacher_disagreement_score":0.48582432,"about_ca_system_score_codex":0.000012884038,"about_ca_system_score_gemma":0.000011243743,"threshold_uncertainty_score":0.43687218},"labels":[],"label_agreement":null},{"id":"W2005585668","doi":"10.5465/amr.2001.4378037","title":"Cooperative Strategy: Economic, Business, and Organizational IssuesCooperative Strategy: Economic, Business, and Organizational Issues, edited by FaulknerDavid O. and de RondMark. New York: Oxford University Press, 2000.","year":2001,"lang":"en","type":"article","venue":"Academy of Management Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":74,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Management; Sociology; Organizational behavior; Strategic management; Economics","score_opus":0.01978214643299314,"score_gpt":0.23506239041223334,"score_spread":0.2152802439792402,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2005585668","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18982856,0.49836504,0.0077625467,0.17402591,0.0011424092,0.011818858,0.0006885518,0.0010702985,0.1152978],"genre_scores_gemma":[0.15987888,0.8102889,0.0013243459,0.0064442777,0.0019293928,0.000027829215,0.0023650792,0.0001667189,0.017574549],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980443,0.000048179423,0.00064690865,0.0006952129,0.0001989261,0.00036644973],"domain_scores_gemma":[0.9988989,0.00003641772,0.0005307651,0.00015744001,0.00031768778,0.000058752423],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043736715,0.00047328623,0.0006244505,0.00021136263,0.0003496712,0.00034616672,0.0003072731,0.00020591303,0.001041747],"category_scores_gemma":[0.000044097647,0.00048311116,0.000026770393,0.0010035398,0.00025319748,0.002709516,0.00033588152,0.00022032321,0.000024602708],"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":[0.00016311399,0.00017507981,0.014931151,0.0049137864,0.00048474042,0.000015207878,0.00005046498,0.0012370154,0.00012037083,0.52911943,0.4277549,0.021034708],"study_design_scores_gemma":[0.0013767183,0.0000176497,0.036687598,0.0007932352,0.0003805312,0.000016065218,0.00014023983,0.0011316212,0.00003238799,0.0011808265,0.95761895,0.0006241629],"about_ca_topic_score_codex":0.0008957228,"about_ca_topic_score_gemma":0.000057407982,"teacher_disagreement_score":0.5298641,"about_ca_system_score_codex":0.00012589362,"about_ca_system_score_gemma":0.00017311212,"threshold_uncertainty_score":0.99987143},"labels":[],"label_agreement":null},{"id":"W2006671975","doi":"10.1111/j.1936-4490.2003.tb00304.x","title":"Hard and Soft Ways to Create Value from Information Flows: Lessons from the Canadian Financial Services Industry","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","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":true,"route_about_ca":true,"ca_institutions":"Université du Québec; Université du Québec à Montréal","funders":"","keywords":"The Internet; Reputation; Business; Welfare economics; Business administration; Humanities; Political science; Economics; Computer science; Art; World Wide Web","score_opus":0.08950516724550309,"score_gpt":0.2788708897340238,"score_spread":0.1893657224885207,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006671975","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.980063,0.00011177411,0.0010825209,0.00866829,0.0007723438,0.00023089853,0.00015169466,0.000009670158,0.008909758],"genre_scores_gemma":[0.9910254,0.000004593732,0.003981498,0.0043971697,0.0005254729,0.000008699085,0.00003175567,0.0000076952465,0.000017744509],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979515,0.000055310535,0.0006219372,0.00034909692,0.00026035553,0.0007617668],"domain_scores_gemma":[0.9979816,0.00013220079,0.00056347024,0.00016743163,0.0006689388,0.0004863241],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0020314835,0.00025943923,0.00025652273,0.00062918436,0.0034049219,0.002733487,0.00078610686,0.00023549362,0.00018965047],"category_scores_gemma":[0.0013266836,0.00021525427,0.000057768128,0.002050591,0.0014336201,0.00476901,0.000017855966,0.00043794131,0.00001873239],"study_design_candidate":"theoretical_or_conceptual","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":[0.00005510941,0.000027449032,0.12127911,0.00007516056,0.00004314289,0.00015417137,0.010209459,0.0032525968,0.0005267043,0.85781693,0.0013314399,0.0052287136],"study_design_scores_gemma":[0.0006860033,0.0008572083,0.6921856,0.00078649144,0.00015766085,0.00029458536,0.027457733,0.006421298,0.0005739905,0.19452164,0.07497721,0.0010805792],"about_ca_topic_score_codex":0.66155714,"about_ca_topic_score_gemma":0.9887031,"teacher_disagreement_score":0.6632953,"about_ca_system_score_codex":0.00048592823,"about_ca_system_score_gemma":0.009794507,"threshold_uncertainty_score":0.99830174},"labels":[],"label_agreement":null},{"id":"W2007013541","doi":"10.7202/1008071ar","title":"Le rôle des synergies locales dans les processus spatiaux d'innovation","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; ESPACE; Political science; Philosophy","score_opus":0.024291479512059927,"score_gpt":0.24496874923635376,"score_spread":0.22067726972429383,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2007013541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84822816,0.0021682938,0.04561715,0.07981366,0.001211387,0.00035175306,0.000031701038,0.00022373092,0.022354169],"genre_scores_gemma":[0.95587176,0.0036372307,0.0065394333,0.00070252165,0.0022096008,0.0001218582,0.00058705,0.000082174745,0.030248387],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.997893,0.00013830181,0.0007926534,0.00046794253,0.00020410724,0.00050401886],"domain_scores_gemma":[0.9965115,0.001221656,0.0007906492,0.00030189665,0.0011319547,0.000042305604],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0014112823,0.0003940449,0.00030742923,0.00062051846,0.00029489465,0.000738574,0.00034414197,0.00036091538,0.000621228],"category_scores_gemma":[0.0035725937,0.000483025,0.00011657706,0.0008287239,0.00037284975,0.0058222194,0.0002129505,0.000511207,0.00041790848],"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":[0.00006290908,0.0005701434,0.28631207,0.0008452265,0.000095429226,0.000010008129,0.00035893518,0.017399795,0.0007579851,0.6172214,0.0028447625,0.07352133],"study_design_scores_gemma":[0.0015376363,0.000027223887,0.48447752,0.0022769389,0.00018629956,0.00013657386,0.0012745314,0.027106212,0.0014671916,0.045269784,0.43521935,0.001020756],"about_ca_topic_score_codex":0.0018319299,"about_ca_topic_score_gemma":0.0006533453,"teacher_disagreement_score":0.5719516,"about_ca_system_score_codex":0.00039721635,"about_ca_system_score_gemma":0.00027882843,"threshold_uncertainty_score":0.9997621},"labels":[],"label_agreement":null},{"id":"W2009002164","doi":"10.1177/0149206314541152","title":"Locus of Uncertainty and the Relationship Between Contractual and Relational Governance in Cross-Border Interfirm Relationships","year":2014,"lang":"en","type":"article","venue":"Journal of Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":126,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Corporate governance; Context (archaeology); Empirical evidence; Empirical research; Business; Adaptation (eye); Social psychology; Psychology; Epistemology","score_opus":0.0352947834327119,"score_gpt":0.2941240155925982,"score_spread":0.2588292321598863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009002164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9791685,0.00019267415,0.0036009904,0.005476343,0.00014362876,0.00017333041,0.00000106116,0.000005604902,0.011237867],"genre_scores_gemma":[0.9991581,0.000027813947,0.00020661751,0.00018947864,0.00024615228,0.0000027347628,0.000004110616,0.000006614248,0.000158391],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99892056,0.000041791736,0.0006076916,0.0000967021,0.00023917733,0.0000940695],"domain_scores_gemma":[0.99833465,0.0005656942,0.0007922072,0.000091029564,0.00020971846,0.0000067303813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022645132,0.00009026949,0.0001949343,0.00017447153,0.00012588351,0.00010224717,0.00009051976,0.00005471722,0.0000311305],"category_scores_gemma":[0.0006697118,0.00006411733,0.000030760213,0.00035539622,0.00017620152,0.0009682932,0.00006833441,0.00028234546,0.0000029419825],"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":[0.00012750924,0.000014099012,0.48564225,0.000065526016,0.000019605799,7.855216e-7,0.000035300392,0.0010558835,6.1211165e-7,0.5100422,0.0001144871,0.0028817493],"study_design_scores_gemma":[0.0023362993,0.000009774451,0.9470644,0.00013125315,0.000050812618,0.0000026918299,0.000109149776,0.0012422344,6.137421e-7,0.04113796,0.007848896,0.00006593336],"about_ca_topic_score_codex":0.000050596198,"about_ca_topic_score_gemma":0.00003356192,"teacher_disagreement_score":0.46890423,"about_ca_system_score_codex":0.00002314672,"about_ca_system_score_gemma":0.000008570897,"threshold_uncertainty_score":0.2614629},"labels":[],"label_agreement":null},{"id":"W2009574712","doi":"10.3917/riges.275.0098","title":"Les places d'affaires électroniques face aux sites Web d'entreprise : enjeux et choix stratégiques","year":2002,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.05149930986847608,"score_gpt":0.2693995817943485,"score_spread":0.21790027192587239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2009574712","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6550378,0.03263775,0.00191039,0.27295732,0.0012553083,0.000677327,0.000028515919,0.0009884583,0.034507096],"genre_scores_gemma":[0.97914654,0.004311103,0.00051582925,0.0007833978,0.0010920711,0.00003175614,0.00021933456,0.00005097194,0.013849012],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980442,0.00009413698,0.0004901955,0.0005208456,0.00031770684,0.00053292315],"domain_scores_gemma":[0.99855083,0.00010009085,0.00039577947,0.00028555674,0.0006442927,0.00002343204],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004999365,0.00041597418,0.00028958247,0.00030075244,0.00042461653,0.001018967,0.00022980163,0.00042164454,0.0036647115],"category_scores_gemma":[0.0003840003,0.00043601854,0.000098552926,0.00076319627,0.00016574847,0.0043327785,0.00009938417,0.000510459,0.0006732353],"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":[0.00013633425,0.00094107824,0.051251013,0.0019659312,0.00015011834,0.00003698558,0.0008688592,0.0021002688,0.0073951934,0.5908091,0.14791805,0.19642706],"study_design_scores_gemma":[0.0014960251,0.00017314295,0.1901667,0.0020467069,0.0003813542,0.000025033489,0.0012330674,0.092539504,0.00290313,0.019703975,0.68760127,0.0017301132],"about_ca_topic_score_codex":0.0024741462,"about_ca_topic_score_gemma":0.0012089094,"teacher_disagreement_score":0.5711051,"about_ca_system_score_codex":0.000121358156,"about_ca_system_score_gemma":0.00005955737,"threshold_uncertainty_score":0.99980915},"labels":[],"label_agreement":null},{"id":"W2010853123","doi":"10.1007/s12087-010-0029-1","title":"Value Creation in Brand Alliances: A Dynamic Conceptualization","year":2010,"lang":"en","type":"article","venue":"Journal of business market management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal; Université du Québec à Montréal","funders":"","keywords":"Conceptualization; Business; Corporate governance; Value creation; Value (mathematics); Marketing; Context (archaeology); Process (computing); Co-creation; Brand management; Industrial organization","score_opus":0.008835544842877295,"score_gpt":0.2300825613671144,"score_spread":0.22124701652423712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2010853123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7545878,0.00020077656,0.05760893,0.0066298125,0.005700322,0.00094596745,0.0000020693021,0.00010188697,0.1742224],"genre_scores_gemma":[0.9964761,0.00013968667,0.0013583386,0.00079360337,0.0005914075,0.000011251516,0.000024290053,0.00002679877,0.0005785092],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983501,0.000018533983,0.00077087805,0.00019901762,0.0004304931,0.00023097076],"domain_scores_gemma":[0.9980897,0.00002908871,0.0008883558,0.00019290936,0.00078864617,0.000011332962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010620188,0.00019958527,0.00028588614,0.000857131,0.00009587046,0.00031965354,0.00030563938,0.00010144328,0.000609104],"category_scores_gemma":[0.000148731,0.00017982422,0.000060935825,0.0019947903,0.000075928016,0.002829609,0.000078356345,0.00025247404,0.000023767412],"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":[0.0027648744,0.0022189512,0.12561303,0.0048187845,0.00045590318,0.0005843592,0.0002613931,0.028229138,0.007376418,0.56311595,0.028699277,0.23586193],"study_design_scores_gemma":[0.0029184727,0.000013293709,0.84559,0.00044812664,0.00012660751,0.0000200724,0.00027437313,0.030336468,0.000020647161,0.009983555,0.10988901,0.00037937885],"about_ca_topic_score_codex":0.00006930722,"about_ca_topic_score_gemma":0.00013659519,"teacher_disagreement_score":0.71997696,"about_ca_system_score_codex":0.00005061146,"about_ca_system_score_gemma":0.0000333103,"threshold_uncertainty_score":0.7333019},"labels":[],"label_agreement":null},{"id":"W2011449561","doi":"10.7202/1008477ar","title":"Les apports de la prospective aux approches cognitives de la stratégie en PME","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.021658613729470207,"score_gpt":0.2697632726498002,"score_spread":0.24810465892033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011449561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8897541,0.0016101783,0.01839942,0.02734602,0.0005801743,0.0004973033,0.00004463387,0.00020132713,0.06156685],"genre_scores_gemma":[0.9685006,0.003985391,0.0052143373,0.00078871445,0.0024173276,0.00018665625,0.00025426885,0.00007549368,0.018577173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977212,0.0005327824,0.0005528282,0.00049381057,0.00017040745,0.00052897166],"domain_scores_gemma":[0.9936314,0.0049940734,0.00059379824,0.00021115043,0.00049447286,0.00007506415],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00321441,0.0003997707,0.00031602688,0.00037260115,0.00017708821,0.00094791636,0.00027281456,0.00055225234,0.0010714632],"category_scores_gemma":[0.0051555433,0.00048268467,0.00015879281,0.000293834,0.00042107358,0.0029837277,0.00018776646,0.0008581781,0.00025438593],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104959225,0.0007842868,0.52887046,0.00046695324,0.00018235271,0.000046841655,0.0007364369,0.0031841916,0.00039213774,0.4116496,0.0015074583,0.052074302],"study_design_scores_gemma":[0.0010075837,0.000014475566,0.8348758,0.0010002584,0.00016674484,0.00020911529,0.0005129213,0.0055074925,0.0003469537,0.04201195,0.11382905,0.00051765103],"about_ca_topic_score_codex":0.00094006426,"about_ca_topic_score_gemma":0.000050561717,"teacher_disagreement_score":0.36963767,"about_ca_system_score_codex":0.00067324616,"about_ca_system_score_gemma":0.00036696426,"threshold_uncertainty_score":0.9998417},"labels":[],"label_agreement":null},{"id":"W2013397600","doi":"10.7202/044076ar","title":"Construire des sociétés artificielles pour comprendre les phénomènes sociaux réels","year":2010,"lang":"fr","type":"article","venue":"Nouvelles perspectives en sciences sociales","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Philosophy","score_opus":0.11617646874675008,"score_gpt":0.3652624489034476,"score_spread":0.24908598015669753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013397600","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86669326,0.0128272185,0.0008474678,0.030270837,0.0045160907,0.0004706786,0.00005631867,0.0003011903,0.08401692],"genre_scores_gemma":[0.98581076,0.0007150809,0.00393112,0.00037575577,0.004624956,0.000025595002,0.000026116944,0.000057346013,0.0044332803],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99625045,0.00016684005,0.0007308447,0.0010503804,0.0007512317,0.0010502412],"domain_scores_gemma":[0.9969365,0.00062029174,0.0007163039,0.00028616682,0.0013891915,0.00005155423],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0018094762,0.0006479136,0.0006485152,0.00047426173,0.0044911327,0.0017354332,0.0009807288,0.00068018335,0.005282939],"category_scores_gemma":[0.00092699914,0.0006457186,0.00034096304,0.002181609,0.014804863,0.0035424957,0.00034301015,0.0009244378,0.0004968671],"study_design_candidate":"theoretical_or_conceptual","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":[0.00002863979,0.00062581117,0.026004737,0.0003691124,0.0001329982,0.000011699929,0.012670245,0.00008916344,0.011490039,0.9086457,0.008152393,0.03177948],"study_design_scores_gemma":[0.0010876327,0.00006901782,0.044618726,0.0004645607,0.0002731848,0.000030904463,0.7345801,0.0027650034,0.0016525944,0.16948155,0.04319625,0.001780491],"about_ca_topic_score_codex":0.0024546513,"about_ca_topic_score_gemma":0.0028485174,"teacher_disagreement_score":0.7391641,"about_ca_system_score_codex":0.0002569755,"about_ca_system_score_gemma":0.0014235728,"threshold_uncertainty_score":0.9995994},"labels":[],"label_agreement":null},{"id":"W2013603802","doi":"10.3917/riges.263.0082","title":"Le passage à la monnaie unique européenne, l'euro : les incidences sur le comportement des consommateurs et sur les stratégies de marketing des distributeurs","year":2001,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Combinatorics; Mathematics; Art","score_opus":0.049310670679655284,"score_gpt":0.24291489324774465,"score_spread":0.19360422256808937,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2013603802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9320002,0.005730951,0.014417447,0.039896924,0.00039168246,0.0003039495,0.000024941108,0.00028798982,0.0069458764],"genre_scores_gemma":[0.99363744,0.0034509362,0.00062214694,0.00024679553,0.0002570818,0.0000292044,0.00031863485,0.00005506128,0.0013826983],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99753374,0.00047700616,0.0006496697,0.00044038187,0.00029221183,0.00060699205],"domain_scores_gemma":[0.9978937,0.00040156205,0.0005368318,0.00021812016,0.00091475475,0.000035045727],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002745845,0.00039971084,0.000312444,0.00022297121,0.0010455493,0.0009947711,0.00026843816,0.00027472098,0.000095382624],"category_scores_gemma":[0.0012534843,0.00044769354,0.000087378176,0.0009463828,0.000742456,0.0034905074,0.0001524467,0.00043365516,0.000021266982],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018437568,0.0005340193,0.57533413,0.0017428877,0.00006674488,0.00018409247,0.0001328137,0.003685406,0.0021687238,0.3297637,0.0034736504,0.08272943],"study_design_scores_gemma":[0.0006891279,0.000028704624,0.905273,0.0019095744,0.00009390192,0.000060623413,0.00192504,0.0036053052,0.00031552574,0.010141762,0.07545377,0.0005036374],"about_ca_topic_score_codex":0.024780331,"about_ca_topic_score_gemma":0.0068630255,"teacher_disagreement_score":0.32993886,"about_ca_system_score_codex":0.00009635069,"about_ca_system_score_gemma":0.00029322287,"threshold_uncertainty_score":0.99979746},"labels":[],"label_agreement":null},{"id":"W2014440475","doi":"10.3917/riges.392.0028","title":"Les modèles d'affaires à l'ère d'internet et de la numérisation : six pistes d'action pour favoriser la performance d'une entreprise","year":2014,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.023380142090856256,"score_gpt":0.25169598947343624,"score_spread":0.22831584738257998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2014440475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8869223,0.00042493487,0.048417676,0.021512495,0.0012317172,0.00022852056,0.0000032136772,0.00025041203,0.041008733],"genre_scores_gemma":[0.98989254,0.00038510739,0.0007891009,0.00029077823,0.00134284,0.000029685652,0.00018930933,0.00004450734,0.0070361234],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984558,0.00022617343,0.00038785444,0.00036665425,0.0002422578,0.00032126522],"domain_scores_gemma":[0.99876446,0.00024299235,0.00041068267,0.0002085534,0.00035387275,0.000019435101],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013077129,0.00029524145,0.00020363324,0.00024468912,0.0002357977,0.0006559921,0.00015236007,0.00042540053,0.00037396522],"category_scores_gemma":[0.0004418467,0.00031655165,0.00007284328,0.00050088414,0.00013604407,0.0028331617,0.00006522727,0.00041150075,0.00035659256],"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":[0.00019664015,0.00038722283,0.3025588,0.0015476425,0.00005363089,0.0000047068606,0.00050297723,0.02128106,0.0028462368,0.36943814,0.01126583,0.28991714],"study_design_scores_gemma":[0.0005972168,0.000024050663,0.6761015,0.000740238,0.00008232668,0.000014536925,0.00024772872,0.14457941,0.0007181246,0.0044371397,0.1721313,0.00032640097],"about_ca_topic_score_codex":0.0035616749,"about_ca_topic_score_gemma":0.00017944029,"teacher_disagreement_score":0.37354273,"about_ca_system_score_codex":0.00017351394,"about_ca_system_score_gemma":0.00006772321,"threshold_uncertainty_score":0.99992865},"labels":[],"label_agreement":null},{"id":"W2015412057","doi":"10.1057/palgrave.jibs.8400206","title":"Development of archetypes of international marketing strategy","year":2006,"lang":"en","type":"article","venue":"Journal of International Business Studies","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":103,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Archetype; International business; Conceptualization; Contingency theory; Marketing; International marketing; Marketing management; Multinational corporation; Marketing strategy; Marketing research; Computer science; Economics; Knowledge management; Management science; Business; Management; Artificial intelligence","score_opus":0.03980683219816733,"score_gpt":0.2790534853036235,"score_spread":0.23924665310545618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015412057","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97645795,0.0006975289,0.0011491862,0.0016997083,0.002196452,0.00007161856,0.000004004766,0.000013741879,0.017709808],"genre_scores_gemma":[0.9935146,0.00014887174,0.0050009266,0.00006465796,0.0010843177,0.00000265757,0.000023412998,0.000013037306,0.00014750927],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978668,0.000009716046,0.0012429116,0.00011885764,0.0006372869,0.00012443874],"domain_scores_gemma":[0.991639,0.000087413035,0.0019214847,0.00007064727,0.0062768944,0.0000045254224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00091859413,0.00015708376,0.00034025995,0.00065316755,0.00007229155,0.000060226328,0.00038084714,0.000049644113,0.00012689007],"category_scores_gemma":[0.00054294924,0.00012873235,0.00008645255,0.00055471726,0.00011577049,0.0011917276,0.00014762481,0.00011508756,0.000005238634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035841772,0.0026076706,0.56773025,0.0034070152,0.004636579,0.00009807034,0.00065334566,0.012588502,0.12896648,0.1702576,0.014275045,0.091195256],"study_design_scores_gemma":[0.0010268933,0.0000083270625,0.9621749,0.00078424363,0.00006316999,0.000020521486,0.0011581506,0.0002945876,0.0030407663,0.0026912293,0.028527664,0.0002095584],"about_ca_topic_score_codex":0.00007424773,"about_ca_topic_score_gemma":0.000051340547,"teacher_disagreement_score":0.39444464,"about_ca_system_score_codex":0.00006375242,"about_ca_system_score_gemma":0.000101885,"threshold_uncertainty_score":0.52495533},"labels":[],"label_agreement":null},{"id":"W2015783844","doi":"10.1016/j.jbusvent.2012.02.003","title":"To be different, or to be the same? An exploratory study of isomorphism in the cluster","year":2012,"lang":"en","type":"article","venue":"Journal of Business Venturing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan; York University","funders":"","keywords":"Conformity; Isomorphism (crystallography); Legitimacy; Business; Join (topology); Industrial organization; Cluster (spacecraft); Resource (disambiguation); Perspective (graphical); China; Exploratory research; Economic geography; Marketing; Political science; Sociology; Economics; Law; Computer science; Mathematics","score_opus":0.08304156460331474,"score_gpt":0.2765221207087469,"score_spread":0.19348055610543213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015783844","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98838395,0.000053105603,0.00029949902,0.009753205,0.0009656631,0.00042852966,7.4497524e-7,0.000009403186,0.000105902334],"genre_scores_gemma":[0.99200267,0.0000050955405,0.000028033317,0.006191678,0.001711582,0.00002084417,0.0000016615357,0.00002297057,0.0000154899],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983725,0.00006145451,0.0006600263,0.00012260138,0.0005028887,0.0002805398],"domain_scores_gemma":[0.998591,0.000055367418,0.00051863055,0.00029344458,0.00052036875,0.00002117595],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013579752,0.0001872303,0.00031116555,0.0004799644,0.00016464358,0.0001965357,0.00055856816,0.000050043862,0.000052374064],"category_scores_gemma":[0.00017542952,0.00009648922,0.000048168982,0.0015360638,0.00002518581,0.0023662776,0.0001641692,0.0002515385,0.0000064307555],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.011967107,0.027856996,0.7193125,0.0022413204,0.0006668568,0.00028725792,0.112760186,0.032533117,0.018936336,0.012519025,0.023764065,0.03715525],"study_design_scores_gemma":[0.0015958464,0.00017786254,0.9555252,0.0002663614,0.00012044667,0.000026135296,0.029828131,0.00012087745,0.0001806629,0.00012706115,0.01175964,0.0002717651],"about_ca_topic_score_codex":0.0001087929,"about_ca_topic_score_gemma":0.0005582833,"teacher_disagreement_score":0.23621273,"about_ca_system_score_codex":0.000035346926,"about_ca_system_score_gemma":0.000023956232,"threshold_uncertainty_score":0.3934716},"labels":[],"label_agreement":null},{"id":"W2015931672","doi":"10.7202/1008509ar","title":"Réseaux d’entreprises et performance","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.022363284069273234,"score_gpt":0.2491012200145446,"score_spread":0.22673793594527136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015931672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7542413,0.0022180115,0.004066872,0.20194128,0.002950602,0.00038698697,0.000033597204,0.00021365016,0.03394772],"genre_scores_gemma":[0.86977404,0.021720586,0.0058241086,0.007482061,0.004075677,0.00012439353,0.00058703974,0.00011256171,0.09029953],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99758863,0.00020715079,0.0007681075,0.0005566643,0.0002479665,0.0006314756],"domain_scores_gemma":[0.99612546,0.0019900403,0.00074394495,0.00045473894,0.0006058672,0.00007994702],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021893454,0.00045430916,0.000359152,0.0004946201,0.00016634425,0.00087281055,0.0004034651,0.0003738958,0.0035592443],"category_scores_gemma":[0.002936758,0.0005474452,0.0001925411,0.00044516122,0.00018042518,0.00712874,0.00031873686,0.0007857281,0.0029696065],"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":[0.00011943134,0.0008422897,0.49002874,0.0007397951,0.00014881731,0.00001805766,0.00027089624,0.01752728,0.00016738857,0.37922224,0.023458645,0.08745643],"study_design_scores_gemma":[0.0008866577,0.000013141992,0.39775604,0.0009553578,0.000107131294,0.00009196721,0.00007669152,0.01983119,0.00013207605,0.004970544,0.5746527,0.00052649307],"about_ca_topic_score_codex":0.00047681935,"about_ca_topic_score_gemma":0.000054469074,"teacher_disagreement_score":0.5511941,"about_ca_system_score_codex":0.00047416674,"about_ca_system_score_gemma":0.00018985021,"threshold_uncertainty_score":0.9996977},"labels":[],"label_agreement":null},{"id":"W2015941772","doi":"10.4000/communication.787","title":"Pierre-Léonard HARVEY, Rapports de force, gouvernance et communautique dans la société de l’information","year":2007,"lang":"fr","type":"article","venue":"Communication","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.01700228672736136,"score_gpt":0.269724562093245,"score_spread":0.25272227536588365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2015941772","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17441097,0.011274678,0.3336309,0.03404797,0.001252585,0.0010257253,0.000024872288,0.00046797414,0.44386435],"genre_scores_gemma":[0.9839582,0.0033340747,0.003368907,0.0053350213,0.00022797771,0.000038647915,0.0009579803,0.00003686654,0.0027423145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820167,0.00019013855,0.0007254812,0.00015231824,0.00023215146,0.00049821346],"domain_scores_gemma":[0.9973037,0.00028353214,0.00088402815,0.0009094512,0.0005917721,0.000027471817],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0054700696,0.00026499192,0.00022701212,0.00021715765,0.00065157877,0.0005934349,0.00075419917,0.0004124612,0.00021965578],"category_scores_gemma":[0.00033513925,0.00032145562,0.00009373759,0.00082141615,0.00029113406,0.0071049426,0.0003405271,0.0007103213,0.00015774759],"study_design_candidate":"theoretical_or_conceptual","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":[0.00014573289,0.00038140564,0.042660482,0.0007953972,0.0000763988,0.0000076532615,0.0022070075,0.0007814015,0.0009613875,0.7276074,0.060068756,0.16430697],"study_design_scores_gemma":[0.0006952794,0.000010917773,0.37496498,0.00050860614,0.00007128391,0.00002465417,0.0017146721,0.011648415,0.00026134483,0.016845372,0.5928864,0.0003680595],"about_ca_topic_score_codex":0.0017939572,"about_ca_topic_score_gemma":0.00079416204,"teacher_disagreement_score":0.80954725,"about_ca_system_score_codex":0.00041979493,"about_ca_system_score_gemma":0.0002533298,"threshold_uncertainty_score":0.99992377},"labels":[],"label_agreement":null},{"id":"W2016476135","doi":"10.3917/riges.401.0073","title":"Du modèle d’affaires à la création de valeur : comment s’y prendre ?","year":2015,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Bibliothèque et Archives nationales du Québec; HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.0419472064487938,"score_gpt":0.23125356247895903,"score_spread":0.18930635603016524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016476135","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22898205,0.0033276838,0.050598368,0.6532369,0.0052215788,0.00068068027,0.000015526613,0.00045422825,0.057482965],"genre_scores_gemma":[0.9920228,0.00009439618,0.0005848074,0.0017747674,0.001810524,0.000028003946,0.00030305015,0.000028221435,0.0033534088],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988866,0.00006807186,0.00028270337,0.00023012975,0.00024735864,0.00028513765],"domain_scores_gemma":[0.99895763,0.000037667367,0.0002333747,0.0001751573,0.0005715387,0.000024598598],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009373884,0.00018732648,0.00013912762,0.00016691597,0.00017368904,0.0004220097,0.00012843478,0.0002462213,0.00017287691],"category_scores_gemma":[0.00033055554,0.00020915113,0.00003989087,0.00054717774,0.0000731016,0.002489468,0.00008084007,0.00020811091,0.00047779948],"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":[0.00011536045,0.00042676346,0.037215702,0.00061389816,0.00003542626,0.000020869698,0.000307408,0.010513982,0.0002681588,0.6416331,0.24271174,0.066137634],"study_design_scores_gemma":[0.0009386346,0.000030316463,0.07421729,0.0003904445,0.00011252663,0.000017510441,0.0003838188,0.08583177,0.00009806111,0.012490577,0.8251871,0.0003019494],"about_ca_topic_score_codex":0.0010423918,"about_ca_topic_score_gemma":0.00005144462,"teacher_disagreement_score":0.7630408,"about_ca_system_score_codex":0.0001573519,"about_ca_system_score_gemma":0.00009021517,"threshold_uncertainty_score":0.8528936},"labels":[],"label_agreement":null},{"id":"W2016834553","doi":"10.7202/1008801ar","title":"Allocation de ressources, avantage concurrentiel et performance des petites et moyennes entreprises de l’industrie manufacturière française","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.022440158445256944,"score_gpt":0.2481384902743724,"score_spread":0.22569833182911547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2016834553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9230021,0.0031021766,0.0074450118,0.05743009,0.0011639129,0.00045489921,0.000080157275,0.00022528575,0.007096323],"genre_scores_gemma":[0.9370341,0.027200762,0.004368205,0.0028922334,0.0018471435,0.00014765045,0.00095338805,0.000109305074,0.025447255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968605,0.00042898313,0.0008919081,0.00066439493,0.0002897256,0.00086451246],"domain_scores_gemma":[0.99520004,0.0026024021,0.00096109055,0.00047030766,0.0006315541,0.0001345913],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030863255,0.0005938809,0.00043723857,0.0005647718,0.00030257742,0.0010755339,0.0005060379,0.0005529752,0.0023170586],"category_scores_gemma":[0.0035626104,0.0007120103,0.00020986791,0.00039425082,0.00037661253,0.006273962,0.0002576367,0.0011177283,0.0006443839],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019169027,0.00097502396,0.82057077,0.0012656605,0.00020248246,0.000027709857,0.0018701731,0.03097015,0.0007932203,0.07344164,0.00979867,0.059892826],"study_design_scores_gemma":[0.0015149742,0.000026665602,0.5079332,0.0023971214,0.00022812873,0.00015879911,0.0003803251,0.021508323,0.0019047981,0.003384422,0.45973614,0.00082706905],"about_ca_topic_score_codex":0.0012382981,"about_ca_topic_score_gemma":0.00021991253,"teacher_disagreement_score":0.4499375,"about_ca_system_score_codex":0.0006763484,"about_ca_system_score_gemma":0.00030023942,"threshold_uncertainty_score":0.99996144},"labels":[],"label_agreement":null},{"id":"W2017816096","doi":"10.3917/riges.343.0047","title":"Comment se doter d'une main-d'œuvre culturellement diversifiée?","year":2009,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.0231285389216251,"score_gpt":0.23431989102191472,"score_spread":0.2111913521002896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2017816096","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045746796,0.0015564782,0.0030319132,0.92752707,0.0034634806,0.0007441347,0.000015308799,0.0001764738,0.017738335],"genre_scores_gemma":[0.9614529,0.0002916042,0.00068639225,0.02428106,0.0019969866,0.000017888724,0.0006267085,0.000021764146,0.010624671],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985318,0.000024952253,0.00037326588,0.0003490349,0.00030301802,0.00041789436],"domain_scores_gemma":[0.9991326,0.000011684487,0.00026055425,0.00024371104,0.00033143288,0.000020037854],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00034235817,0.00029024584,0.00019543961,0.00016988884,0.0004191399,0.0003896862,0.00017227493,0.0002116599,0.001289731],"category_scores_gemma":[0.000026679823,0.00029200435,0.00008114091,0.0008873318,0.00006305335,0.0018129124,0.00007270275,0.00022948207,0.0012901567],"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":[0.00015584525,0.00082605804,0.00308249,0.00044280995,0.000056753248,0.00005256752,0.00042655432,0.0005873305,0.0011667408,0.3602518,0.5143125,0.1186385],"study_design_scores_gemma":[0.0010144269,0.000059399514,0.06509819,0.000469653,0.0001364098,0.000006977835,0.00046174382,0.0021448636,0.0000931508,0.0070495512,0.92305356,0.0004120737],"about_ca_topic_score_codex":0.0006171695,"about_ca_topic_score_gemma":0.00004244646,"teacher_disagreement_score":0.9157061,"about_ca_system_score_codex":0.00020170907,"about_ca_system_score_gemma":0.000025099725,"threshold_uncertainty_score":0.9999532},"labels":[],"label_agreement":null},{"id":"W2021331626","doi":"10.1002/mde.1081","title":"Cooperative R&amp;D and the Canadian forest products industry","year":2003,"lang":"en","type":"article","venue":"Managerial and Decision Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Spillover effect; Business; Government (linguistics); Value (mathematics); Industrial organization; Economics; Microeconomics","score_opus":0.026820737924851963,"score_gpt":0.21319749620274636,"score_spread":0.1863767582778944,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021331626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95731956,0.00006880897,0.00017788608,0.003124444,0.00074227963,0.00026306664,0.000002073032,0.000015680966,0.038286198],"genre_scores_gemma":[0.99638367,0.00004013596,0.00025067845,0.0024931934,0.000487953,0.000010963863,0.0000145558315,0.000010822195,0.00030802423],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99937433,0.000007569069,0.00019972434,0.0002233633,0.000037628517,0.0001573727],"domain_scores_gemma":[0.9995944,0.00004139405,0.000090939204,0.00014985245,0.00010737997,0.000016040722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005039357,0.00011728335,0.00014633397,0.0001360538,0.00048712478,0.00080036285,0.00007909897,0.00012348277,0.00008660511],"category_scores_gemma":[0.00026192123,0.00008295911,0.00001313064,0.00023285238,0.00015544759,0.0007158087,0.000050647523,0.00014254531,0.000054597243],"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":[0.00010219478,0.0000069017015,0.0027908573,0.000012182033,0.000010716871,0.0000012214736,0.000017388504,0.0002874285,0.0000024000797,0.98361564,0.00283089,0.010322158],"study_design_scores_gemma":[0.002123998,0.0000052814817,0.026477901,0.000016094504,0.000026829346,0.000008942341,0.0001537268,0.001719327,0.0000087191875,0.18505903,0.7841299,0.00027022246],"about_ca_topic_score_codex":0.011041639,"about_ca_topic_score_gemma":0.1016591,"teacher_disagreement_score":0.7985566,"about_ca_system_score_codex":0.000018580575,"about_ca_system_score_gemma":0.000053519,"threshold_uncertainty_score":0.9955439},"labels":[],"label_agreement":null},{"id":"W2021332728","doi":"10.7202/038612ar","title":"Contribution à la compréhension du processus d’élaboration de la stratégie des PME","year":2009,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.013930660805031282,"score_gpt":0.2460344448000383,"score_spread":0.23210378399500703,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2021332728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.82040334,0.0012551567,0.032783456,0.1320111,0.00063934625,0.000471552,0.000042158266,0.00025864766,0.012135222],"genre_scores_gemma":[0.97629446,0.008101124,0.004842504,0.0022400953,0.0016354538,0.000050015387,0.00080301106,0.000047227204,0.0059861215],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99767256,0.00042780774,0.00071049616,0.00055646716,0.0002140937,0.00041855875],"domain_scores_gemma":[0.9950989,0.0023499636,0.0007278534,0.0002603045,0.0015044627,0.00005850327],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0023879893,0.00039458493,0.00033536155,0.00041678798,0.00024737616,0.0015138149,0.00028767274,0.0005451642,0.00041778298],"category_scores_gemma":[0.005504488,0.0004825721,0.00013245155,0.0005533542,0.00028337797,0.003670764,0.00008865133,0.0006915537,0.0002469803],"study_design_candidate":"theoretical_or_conceptual","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":[0.00035585026,0.0011879851,0.089163,0.00053428434,0.0001101457,0.00015142006,0.0002928465,0.050787006,0.0031267775,0.7243351,0.0075414036,0.122414194],"study_design_scores_gemma":[0.0023767685,0.000055894343,0.57102746,0.0018243878,0.00016919884,0.00021172091,0.00010702254,0.07361552,0.00045535332,0.12206523,0.22744076,0.00065066904],"about_ca_topic_score_codex":0.0003496388,"about_ca_topic_score_gemma":0.00009629899,"teacher_disagreement_score":0.6022699,"about_ca_system_score_codex":0.00068694254,"about_ca_system_score_gemma":0.0003416663,"threshold_uncertainty_score":0.9997626},"labels":[],"label_agreement":null},{"id":"W2023625566","doi":"10.7202/1003450ar","title":"Comprendre le rôle de l’intermédiation dans la coopétition : le cas des industries aéronautiques et spatiales","year":2011,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.04285332338948957,"score_gpt":0.25489059745601717,"score_spread":0.2120372740665276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2023625566","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13902761,0.00034493633,0.07359675,0.01136041,0.0020569735,0.00040239663,0.000048218248,0.00023214816,0.77293056],"genre_scores_gemma":[0.98552233,0.00027271337,0.0019478187,0.00073296385,0.0005365155,0.000063731146,0.00086546136,0.000041010582,0.010017459],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99851626,0.00005963862,0.0004529673,0.00034712587,0.00030433852,0.0003196571],"domain_scores_gemma":[0.9989495,0.000028913837,0.00036471905,0.00018016713,0.00045829435,0.000018384],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058047235,0.00027457956,0.00017237566,0.00042744668,0.00031056016,0.0005860515,0.00039841194,0.00018561319,0.00093024725],"category_scores_gemma":[0.00005453785,0.00033029274,0.00007343141,0.0004590235,0.0003570764,0.0036614293,0.00029565886,0.00024254805,0.0001658592],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007406665,0.00056756666,0.053524923,0.00033621874,0.00022281334,0.000054435648,0.0005672707,0.00027269588,0.00011529264,0.90991175,0.010654505,0.023698475],"study_design_scores_gemma":[0.0013716203,0.000033965567,0.57594055,0.00073425466,0.00014672372,0.000022786759,0.004650059,0.007401673,0.0014191681,0.07300336,0.33470657,0.0005692576],"about_ca_topic_score_codex":0.008521667,"about_ca_topic_score_gemma":0.0018746601,"teacher_disagreement_score":0.84649473,"about_ca_system_score_codex":0.00020679357,"about_ca_system_score_gemma":0.00009094705,"threshold_uncertainty_score":0.999983},"labels":[],"label_agreement":null},{"id":"W2024191563","doi":"10.4000/ticetsociete.1280","title":"Formes et enjeux de la collaboration numérique","year":2013,"lang":"fr","type":"article","venue":"Tic & société","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université de Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.021027352387985063,"score_gpt":0.29293394287556757,"score_spread":0.2719065904875825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024191563","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3797192,0.007090617,0.005900885,0.1240415,0.0029376452,0.0010605664,0.000008093444,0.00030497502,0.47893652],"genre_scores_gemma":[0.97737306,0.00037178534,0.00050356064,0.00568722,0.0012939994,0.000083803025,0.0000917096,0.000037975416,0.014556894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99888384,0.000060634582,0.00031943002,0.00020773278,0.00017296725,0.00035536737],"domain_scores_gemma":[0.9986296,0.00012521356,0.00025060668,0.00016995506,0.0008091629,0.000015456062],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006387694,0.00020904694,0.00019259939,0.00010171927,0.00022544777,0.0011386606,0.00014768435,0.00030535474,0.0062188506],"category_scores_gemma":[0.000307859,0.00021572961,0.000056771576,0.0008125171,0.00014682584,0.0041945656,0.000063242034,0.00025584942,0.001975028],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000170163,0.00022240379,0.0041740644,0.0011657329,0.00006148762,0.0000060989355,0.0008707072,0.00012036564,0.0016909995,0.7946405,0.14553489,0.05149577],"study_design_scores_gemma":[0.001198041,0.000023761419,0.047996372,0.00047367523,0.000081542144,0.000008220475,0.008286598,0.009979336,0.00029018754,0.23838614,0.6926799,0.0005962325],"about_ca_topic_score_codex":0.0013418499,"about_ca_topic_score_gemma":0.00006037368,"teacher_disagreement_score":0.59765387,"about_ca_system_score_codex":0.00009954665,"about_ca_system_score_gemma":0.00020113104,"threshold_uncertainty_score":0.99989825},"labels":[],"label_agreement":null},{"id":"W2024414741","doi":"10.1177/0170840600212002","title":"The Evolution of Collective Strategies among Organizations","year":2000,"lang":"en","type":"article","venue":"Organization Studies","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":113,"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 Manitoba","funders":"","keywords":"Collective action; Joins; Scope (computer science); Diversity (politics); Organizational ecology; Politics; Outcome (game theory); Business; Public relations; Political science; Economics; Microeconomics; Management","score_opus":0.012459509013666438,"score_gpt":0.22439935740896666,"score_spread":0.21193984839530022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024414741","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.939209,0.00076557416,0.0042502866,0.0018239052,0.0004381131,0.0003695765,0.0000025690265,0.00025714622,0.052883822],"genre_scores_gemma":[0.9977804,0.00013219846,0.000028727054,0.00007631686,0.00024450882,0.0000072048856,0.000022903238,0.000019116082,0.0016886431],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993265,0.000009482338,0.00026214868,0.00012999082,0.00015356587,0.00011829713],"domain_scores_gemma":[0.99709874,0.00004172005,0.00018328136,0.00012434421,0.002549222,0.0000026842072],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013603899,0.000103857004,0.000121906516,0.00010208956,0.0009004403,0.00017797988,0.000114290044,0.000042295982,0.00037222184],"category_scores_gemma":[0.00038208443,0.0000765218,0.000012488562,0.00470121,0.000202956,0.0012997629,0.000038527676,0.000050350576,0.00010577179],"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":[0.000029319235,0.000108528264,0.1701812,0.00012426951,0.0002213763,7.860353e-7,0.001090718,0.003639459,0.0011083774,0.80534947,0.015326311,0.0028201884],"study_design_scores_gemma":[0.0006585485,0.000018854711,0.91474915,0.00007484497,0.00012364572,0.000001741108,0.028402934,0.00088143133,0.0010580646,0.038480777,0.015156341,0.00039368396],"about_ca_topic_score_codex":0.00013881562,"about_ca_topic_score_gemma":0.0001455742,"teacher_disagreement_score":0.7668687,"about_ca_system_score_codex":0.000083346764,"about_ca_system_score_gemma":0.00010231142,"threshold_uncertainty_score":0.692555},"labels":[],"label_agreement":null},{"id":"W2024702112","doi":"10.3917/docsi.504.0038","title":"Les organisations du XXI e siècle","year":2013,"lang":"fr","type":"article","venue":"Documentaliste-Sciences de l Information","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Bibliothèque et Archives nationales du Québec","funders":"","keywords":"Virtuality (gaming); Agile software development; Dimension (graph theory); Perspective (graphical); Competitive advantage; Section (typography); Sociology; Business; Knowledge management; Management; Computer science; Marketing; Advertising; Economics; Mathematics","score_opus":0.027221492658172926,"score_gpt":0.2587032163883613,"score_spread":0.23148172373018838,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024702112","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44215345,0.00038716552,0.007920382,0.06671727,0.002578564,0.0010415827,0.000019339035,0.00028001075,0.47890225],"genre_scores_gemma":[0.9907414,0.000051031126,0.0013582126,0.0059610344,0.0004412323,0.000064925734,0.00025488652,0.000011626123,0.0011156558],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982607,0.00002405233,0.0006357471,0.00017923584,0.00041857423,0.00048169872],"domain_scores_gemma":[0.99875265,0.000036634836,0.0005145046,0.00016566594,0.0005032701,0.000027269041],"candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.000670404,0.00023282468,0.00015235579,0.00035901644,0.0014687829,0.00383917,0.0003717026,0.00016762475,0.009218612],"category_scores_gemma":[0.00015190925,0.00023403633,0.000062957515,0.0015856116,0.00052493426,0.04051286,0.00014178039,0.00015959529,0.0051519643],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006470059,0.00010191814,0.029449472,0.0004690612,0.000019781279,8.8165814e-7,0.00081817736,0.0014976758,0.0004714368,0.872024,0.06699396,0.028147146],"study_design_scores_gemma":[0.0009239037,0.0000661459,0.12669009,0.00025788916,0.00007645695,0.000033461965,0.010317895,0.09219251,0.000577528,0.019797953,0.7482396,0.0008266215],"about_ca_topic_score_codex":0.02039851,"about_ca_topic_score_gemma":0.000115930045,"teacher_disagreement_score":0.8522261,"about_ca_system_score_codex":0.00025486128,"about_ca_system_score_gemma":0.00009224202,"threshold_uncertainty_score":0.99983114},"labels":[],"label_agreement":null},{"id":"W2026055374","doi":"10.1002/smj.289","title":"Competitive positioning within and across a strategic group structure: the performance of core, secondary, and solitary firms","year":2002,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":253,"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 Alberta","funders":"","keywords":"Optimal distinctiveness theory; Industrial organization; Core (optical fiber); Competition (biology); Business; Resource (disambiguation); Collusion; Marketing; Group (periodic table); Corporate group; Economics; Management; Corporate governance; Psychology; Ecology","score_opus":0.027493217080451358,"score_gpt":0.22731278361563273,"score_spread":0.19981956653518138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2026055374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88575214,0.00039278984,0.000013588409,0.00042082465,0.0002699754,0.0002074532,0.0000071136906,0.000024575404,0.11291152],"genre_scores_gemma":[0.9985006,0.00027043454,0.0002015103,0.00050477206,0.00037541558,0.00000508146,0.000024518753,0.000016671958,0.00010100344],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986592,0.000017694172,0.0004766075,0.00024160357,0.00028727725,0.0003176367],"domain_scores_gemma":[0.99915045,0.000019521636,0.0004909667,0.00014975012,0.00016993373,0.000019396008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048603077,0.00023490089,0.00021617027,0.00014961683,0.00079492066,0.00066616666,0.00020966564,0.00006747676,0.0004605639],"category_scores_gemma":[0.000002689687,0.00016906245,0.000037368187,0.00045338817,0.00028760434,0.0011111025,0.00013138025,0.0004346084,0.0000061166556],"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":[0.000060690556,0.000046288013,0.0028791917,0.00052117923,0.00011736984,0.00003267067,0.0002262093,0.00009402145,0.00032471254,0.99405336,0.000062003164,0.001582316],"study_design_scores_gemma":[0.005457237,0.00042443228,0.13875626,0.0009786346,0.0003666695,0.00079804,0.0514113,0.08456139,0.00009298195,0.71489745,0.00096937065,0.0012862185],"about_ca_topic_score_codex":0.000047554517,"about_ca_topic_score_gemma":0.00005471216,"teacher_disagreement_score":0.27915588,"about_ca_system_score_codex":0.000016710537,"about_ca_system_score_gemma":0.000008436699,"threshold_uncertainty_score":0.68941665},"labels":[],"label_agreement":null},{"id":"W2027521477","doi":"10.3917/mav.043.0392","title":"Rapprocher chercheurs et praticiens pour le développement de connaissances scientifiques : l'exemple d'une recherche en PME","year":2011,"lang":"fr","type":"article","venue":"Management & Avenir","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"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":"Political science; Humanities; Philosophy","score_opus":0.23917237646079414,"score_gpt":0.33196028896573926,"score_spread":0.09278791250494511,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027521477","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08352806,0.003567253,0.0946947,0.14499089,0.0027666385,0.0022362105,0.000012807086,0.0005576808,0.66764575],"genre_scores_gemma":[0.8184034,0.0010124411,0.07471333,0.011118036,0.00083104655,0.0003677771,0.00018445934,0.000166044,0.093203455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9963672,0.00040079173,0.0007887139,0.0008909183,0.00049083994,0.0010615236],"domain_scores_gemma":[0.99805,0.00009718589,0.00054191175,0.0005921785,0.00066527893,0.000053487416],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.006477754,0.00057902234,0.00043840436,0.00051864365,0.0004792485,0.0007750861,0.0008007977,0.00044523337,0.0015198987],"category_scores_gemma":[0.0003341759,0.0006182804,0.00016565307,0.0026700178,0.000394938,0.0024061752,0.000531555,0.0007063174,0.0007820931],"study_design_candidate":"theoretical_or_conceptual","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":[0.00020387769,0.0022085174,0.0121874325,0.004264295,0.0006239587,0.0001459495,0.0062080775,0.00014514587,0.0016681171,0.72256577,0.18639387,0.06338496],"study_design_scores_gemma":[0.0028793812,0.000085367144,0.14161015,0.0016816224,0.0006917968,0.000011369476,0.012006852,0.0060759652,0.0044204574,0.17755257,0.6511008,0.001883637],"about_ca_topic_score_codex":0.0039557093,"about_ca_topic_score_gemma":0.0005294259,"teacher_disagreement_score":0.7348754,"about_ca_system_score_codex":0.00042182332,"about_ca_system_score_gemma":0.000341383,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W2027858003","doi":"10.7202/1008063ar","title":"La perception du succès des alliances stratégiques","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.023919268689844283,"score_gpt":0.25533407227894955,"score_spread":0.23141480358910527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2027858003","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8721724,0.002188692,0.009156992,0.08485341,0.0014791462,0.00029008536,0.000028307362,0.00019945462,0.0296315],"genre_scores_gemma":[0.9329261,0.02425349,0.009073544,0.001734536,0.004251396,0.00008576051,0.00038974843,0.000070680304,0.02721474],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980002,0.00032635257,0.00060390326,0.00043304515,0.00017648864,0.00046003194],"domain_scores_gemma":[0.99667364,0.0018857903,0.0005430776,0.00025713738,0.000579798,0.000060580976],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002361507,0.00036729057,0.00028175896,0.00033589534,0.000173686,0.0010103203,0.00029727563,0.00041340519,0.0029592293],"category_scores_gemma":[0.0023925079,0.00043622177,0.00016470607,0.00031041345,0.00032317571,0.0065509304,0.00015122037,0.0005916507,0.0011535104],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000089775174,0.00070013624,0.48414376,0.00068537693,0.00011698725,0.000023412227,0.0005451807,0.0050232536,0.00039211664,0.32219723,0.008801508,0.17728125],"study_design_scores_gemma":[0.00056961045,0.000012994745,0.60634327,0.0010005524,0.00009006763,0.00011069646,0.00026253815,0.00818304,0.000046067657,0.013754074,0.36921304,0.00041407184],"about_ca_topic_score_codex":0.0010543609,"about_ca_topic_score_gemma":0.00023270598,"teacher_disagreement_score":0.36041152,"about_ca_system_score_codex":0.0005906632,"about_ca_system_score_gemma":0.00011190976,"threshold_uncertainty_score":0.99980897},"labels":[],"label_agreement":null},{"id":"W2028085892","doi":"10.1057/crr.2010.19","title":"Reputation as a Driver in Activity Level Analysis: Reputation and Competitive Advantage in Knowledge Intensive Firms","year":2010,"lang":"en","type":"article","venue":"Corporate Reputation Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Reputation; Competitive advantage; Business; Value (mathematics); Industrial organization; Marketing; Reputation management; Set (abstract data type); Computer science; Sociology","score_opus":0.05462747503218515,"score_gpt":0.30217956351899933,"score_spread":0.24755208848681418,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028085892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98772305,0.0019334488,0.0024043878,0.0017865237,0.0003194632,0.0011118548,0.0000065650675,0.00008618398,0.0046285177],"genre_scores_gemma":[0.9960455,0.0014993676,0.0002969389,0.0013697767,0.00009164066,0.00009461885,0.0004647978,0.000020883557,0.00011653478],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982568,0.00007054044,0.0007123879,0.00055231876,0.00019972496,0.00020821442],"domain_scores_gemma":[0.9971662,0.000086475986,0.0011649734,0.00022989535,0.0013356315,0.00001679968],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010731021,0.00025139246,0.00053572643,0.0009212855,0.0000934473,0.0001759438,0.00009819637,0.00013187285,0.000121243684],"category_scores_gemma":[0.00088886364,0.00024630534,0.0000789874,0.004367,0.00009722973,0.0026021623,0.00006383715,0.0003760306,0.0001061339],"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":[0.00042177842,0.00083263736,0.29345003,0.009746542,0.00032127727,0.0002757196,0.001121912,0.0013945713,0.0077279587,0.33062765,0.0006949446,0.353385],"study_design_scores_gemma":[0.0012673247,0.000030301147,0.94373536,0.002217779,0.00045631305,0.000018022816,0.0008852458,0.026966814,0.00012525165,0.019473411,0.004180984,0.00064317364],"about_ca_topic_score_codex":0.00032068763,"about_ca_topic_score_gemma":0.0017084528,"teacher_disagreement_score":0.65028536,"about_ca_system_score_codex":0.000057989095,"about_ca_system_score_gemma":0.00008690653,"threshold_uncertainty_score":0.9999989},"labels":[],"label_agreement":null},{"id":"W2028091432","doi":"10.7202/1008504ar","title":"L’importance des liens faibles dans les entreprises artisanales : l’exemple d’Internet pour le partage et la réutilisation des connaissances","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.03736140309382955,"score_gpt":0.2633273209056758,"score_spread":0.22596591781184625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028091432","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9173977,0.0037921928,0.023491533,0.028553877,0.00059990963,0.00033423252,0.00006499186,0.00020568164,0.025559926],"genre_scores_gemma":[0.9556087,0.0097401375,0.006543076,0.0008064071,0.0011182867,0.000115877316,0.00053363753,0.000080885584,0.025452958],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971793,0.0004308451,0.00090222043,0.00064429874,0.00022430987,0.00061898323],"domain_scores_gemma":[0.99490756,0.0029853208,0.000940566,0.00037643543,0.0006997345,0.00009037762],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021177116,0.0005028797,0.00041059143,0.00039792084,0.00027299902,0.0010743772,0.00040680543,0.0003145941,0.0014909426],"category_scores_gemma":[0.0044014994,0.0005903902,0.00020318064,0.0004380553,0.0007843907,0.005676515,0.00022975815,0.00053914095,0.00038464818],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007662047,0.00065817987,0.67209196,0.00050606194,0.00014368667,0.000025464764,0.0015526884,0.008759546,0.0005602063,0.27226543,0.005539225,0.037820913],"study_design_scores_gemma":[0.0009098802,0.000015771479,0.7430302,0.0014502746,0.00013783455,0.000114311544,0.0011654347,0.011948454,0.0007641195,0.028551387,0.21130759,0.0006047777],"about_ca_topic_score_codex":0.0031412852,"about_ca_topic_score_gemma":0.002253656,"teacher_disagreement_score":0.24371405,"about_ca_system_score_codex":0.00037286864,"about_ca_system_score_gemma":0.00024391375,"threshold_uncertainty_score":0.9999626},"labels":[],"label_agreement":null},{"id":"W2028366260","doi":"10.7202/1009038ar","title":"Stratégies d'adoption d'une démarche qualité en PME","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.028583413234690744,"score_gpt":0.2657447428807305,"score_spread":0.23716132964603978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2028366260","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7055983,0.002064743,0.0122544,0.25989607,0.0025737432,0.00041791942,0.000047501868,0.00022789677,0.016919453],"genre_scores_gemma":[0.8978682,0.010924752,0.009391318,0.0034477848,0.0062533403,0.00013591236,0.00096428435,0.00011426577,0.070900135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99748546,0.00034246402,0.00083215156,0.00051047164,0.00025046009,0.00057898345],"domain_scores_gemma":[0.99535066,0.0029166415,0.00072447746,0.0003955491,0.00054273935,0.0000699361],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0027705955,0.00043211403,0.00035792257,0.00049896457,0.00014926185,0.00084990583,0.00037306003,0.00047763652,0.0018298177],"category_scores_gemma":[0.0033738718,0.0005267895,0.00019771571,0.00052191265,0.00018147897,0.005932507,0.00023878869,0.000794974,0.0016255002],"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":[0.0001185017,0.0007355198,0.17275198,0.0007246456,0.00016557459,0.000018221372,0.00049193355,0.010886326,0.00046378098,0.6845851,0.00966218,0.11939627],"study_design_scores_gemma":[0.0008793453,0.000015141104,0.55691224,0.00081396813,0.000122018704,0.000077450895,0.00030890637,0.007954416,0.0000913718,0.01641038,0.41586363,0.00055111287],"about_ca_topic_score_codex":0.0015175202,"about_ca_topic_score_gemma":0.00018558967,"teacher_disagreement_score":0.6681747,"about_ca_system_score_codex":0.0005988022,"about_ca_system_score_gemma":0.00016204592,"threshold_uncertainty_score":0.99971837},"labels":[],"label_agreement":null},{"id":"W2030837798","doi":"10.1108/14626001011041229","title":"Is there a relationship between information technology adoption and human resource management?","year":2010,"lang":"en","type":"article","venue":"Journal of Small Business and Enterprise Development","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Saint Mary's University; University of Prince Edward Island","funders":"","keywords":"Generalizability theory; Restructuring; Business; Human resource management; Nova scotia; Originality; Knowledge management; Human resources; Value (mathematics); Resource (disambiguation); Investment (military); Marketing; Function (biology); Industrial organization; Management; Economics; Qualitative research; Psychology; Computer science","score_opus":0.021737430939129436,"score_gpt":0.2214431154399905,"score_spread":0.19970568450086107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2030837798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900482,0.000044857978,0.0039925524,0.0021336242,0.00016993232,0.00012442625,5.18763e-7,0.000030438798,0.0034554242],"genre_scores_gemma":[0.9957273,0.000020314983,0.0036083253,0.00034870964,0.00020346334,0.0000058994287,0.000024678937,0.000010846707,0.000050445346],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897295,0.0000039287397,0.0005798749,0.0001130584,0.00017821434,0.00015198713],"domain_scores_gemma":[0.9988645,0.000014374772,0.00060198404,0.00010160991,0.00040196805,0.000015603795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043189598,0.0001545916,0.00018529527,0.0008589951,0.00030357405,0.00030053503,0.00013809599,0.00013893904,0.000026033182],"category_scores_gemma":[0.00003327669,0.00013224343,0.000020626741,0.00059009943,0.00006449183,0.0017285418,0.00012698316,0.00028444084,0.000012231348],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000048165675,0.00004170543,0.9085714,0.00040101,0.00004934355,0.000007649051,0.0001889004,0.0000051856287,0.00011417993,0.03267851,0.00037937093,0.057514537],"study_design_scores_gemma":[0.00060366903,0.000006635382,0.89499944,0.00017518528,0.00003608514,0.000018021205,0.00039722567,0.000012220303,0.000026971526,0.0027536866,0.10082804,0.00014283633],"about_ca_topic_score_codex":0.000017115719,"about_ca_topic_score_gemma":0.000013707827,"teacher_disagreement_score":0.10044867,"about_ca_system_score_codex":0.00001679385,"about_ca_system_score_gemma":0.000022588169,"threshold_uncertainty_score":0.539273},"labels":[],"label_agreement":null},{"id":"W2031619125","doi":"10.3917/cca.081.0025","title":"Contribution à l'étude de la genèse des états financiers des PME","year":2002,"lang":"fr","type":"article","venue":"Comptabilité - Contrôle - Audit","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":19,"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":"Humanities; Political science; Philosophy","score_opus":0.023401499582908828,"score_gpt":0.2348242093265237,"score_spread":0.21142270974361488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031619125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91183746,0.045321308,0.019492155,0.005025552,0.0021008744,0.0008195678,0.00003728782,0.00034860903,0.015017162],"genre_scores_gemma":[0.9931527,0.00091131986,0.0006436506,0.0012068506,0.0014521887,0.000083271894,0.00009294701,0.0000664443,0.0023906596],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9968744,0.00017095677,0.0008039833,0.0006453259,0.00033722413,0.0011681312],"domain_scores_gemma":[0.9970731,0.00037521808,0.00048446216,0.0005131335,0.0014843828,0.00006967898],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014181812,0.0005416728,0.0005895263,0.00026040192,0.0011592639,0.0009321109,0.00044005795,0.00049300294,0.004254259],"category_scores_gemma":[0.0020386556,0.00059544353,0.00023036385,0.0014781555,0.0019387323,0.0034956832,0.00017985616,0.0005235991,0.0013728508],"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":[0.0003449477,0.0027173823,0.26753256,0.0036810918,0.0003905579,0.00021382734,0.0010098967,0.0021526914,0.005929992,0.37687254,0.062914304,0.27624023],"study_design_scores_gemma":[0.0035362004,0.000076201264,0.44820404,0.0007522876,0.0003245394,0.000046361398,0.00025436768,0.033685144,0.00039161916,0.07547809,0.43624818,0.0010029785],"about_ca_topic_score_codex":0.00076641847,"about_ca_topic_score_gemma":0.00021853001,"teacher_disagreement_score":0.37333387,"about_ca_system_score_codex":0.00046363974,"about_ca_system_score_gemma":0.00009059103,"threshold_uncertainty_score":0.9996497},"labels":[],"label_agreement":null},{"id":"W2031984506","doi":"10.3917/riges.401.0061","title":"Modèles d’affaires à surveiller","year":2015,"lang":"fr","type":"article","venue":"Gestion","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":true,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Art","score_opus":0.05407487458352261,"score_gpt":0.23708530783615792,"score_spread":0.1830104332526353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2031984506","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30526286,0.02670265,0.015543046,0.40981907,0.028569581,0.00083717064,0.000018021785,0.00082011364,0.2124275],"genre_scores_gemma":[0.97909176,0.00007015207,0.00033995492,0.00064385217,0.0024195202,0.000011007554,0.00018626072,0.00002835466,0.017209118],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891436,0.000027849295,0.00027237833,0.0002436972,0.00025557252,0.00028616295],"domain_scores_gemma":[0.99873936,0.000021498083,0.00018408189,0.00017913248,0.0008565797,0.0000193423],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006845519,0.00018783474,0.00015461867,0.00019004264,0.00013323431,0.00037298258,0.000116844996,0.00024061691,0.00046225384],"category_scores_gemma":[0.00037011094,0.00019764362,0.00004156523,0.00079730764,0.000095208314,0.002911699,0.00007049432,0.00018263744,0.0024295077],"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":[0.00012323755,0.0002873737,0.041048545,0.0005744776,0.00004249818,0.00002124265,0.00008823099,0.007306721,0.00017382046,0.61115366,0.23264505,0.10653516],"study_design_scores_gemma":[0.00068871665,0.00001952263,0.12615271,0.00027396643,0.000054930082,0.0000067452092,0.00025752056,0.021845952,0.00003405744,0.011329577,0.8389799,0.00035640583],"about_ca_topic_score_codex":0.0016626938,"about_ca_topic_score_gemma":0.00015853034,"teacher_disagreement_score":0.6738289,"about_ca_system_score_codex":0.000069954534,"about_ca_system_score_gemma":0.00006612669,"threshold_uncertainty_score":0.9983472},"labels":[],"label_agreement":null},{"id":"W2033128288","doi":"10.3166/isi.14.2.113-136","title":"Coordination d'activités dans les chaînes logistiques. Une approche multi-agent par formation de coalitions","year":2009,"lang":"fr","type":"article","venue":"Ingénierie des systèmes d information","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.03931365688077672,"score_gpt":0.2555671052825991,"score_spread":0.21625344840182242,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2033128288","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11674196,0.00071499,0.84056664,0.010080648,0.0010979563,0.0010966175,0.000053310294,0.0005261475,0.029121753],"genre_scores_gemma":[0.991546,0.00015877344,0.0037836304,0.0012298472,0.00057380577,0.00011333779,0.0019565788,0.000025506297,0.000612554],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99751705,0.00007215917,0.0011730399,0.00023603422,0.0003764253,0.0006252941],"domain_scores_gemma":[0.99701554,0.000036574318,0.0011722513,0.0002855935,0.0014491902,0.000040861574],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0009379247,0.0004488547,0.00034833446,0.0006537688,0.0011528025,0.0012890416,0.0002620489,0.00048330685,0.000093643765],"category_scores_gemma":[0.00049173745,0.0004939767,0.00012997563,0.0018213714,0.00028939985,0.024305213,0.00005838478,0.0003606832,0.00025911897],"study_design_candidate":"simulation_or_modeling","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":[0.00017775093,0.00089170295,0.007963915,0.006688106,0.00013018062,0.000011989201,0.018124124,0.011578975,0.0052042063,0.4164664,0.01301155,0.51975113],"study_design_scores_gemma":[0.002929811,0.00019097677,0.26628304,0.0024223113,0.00039628102,0.00012565755,0.015814869,0.5187972,0.0045653908,0.040811896,0.14587253,0.0017900083],"about_ca_topic_score_codex":0.0028697844,"about_ca_topic_score_gemma":0.00037005852,"teacher_disagreement_score":0.874804,"about_ca_system_score_codex":0.0008457736,"about_ca_system_score_gemma":0.00014604445,"threshold_uncertainty_score":0.9997512},"labels":[],"label_agreement":null},{"id":"W2034084405","doi":"10.7202/1008681ar","title":"Une étude empirique des systèmes d'information marketing dans les PME manufacturières","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Marketing research; Humanities; Marketing; Business; Philosophy","score_opus":0.018114212651795435,"score_gpt":0.23789313776395687,"score_spread":0.21977892511216143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034084405","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8733363,0.0013436357,0.02189926,0.07606191,0.0014207719,0.00042036857,0.000048109065,0.00022441713,0.02524521],"genre_scores_gemma":[0.9643908,0.0059792064,0.0074363784,0.0016321444,0.0025457845,0.00011430997,0.0007361709,0.000067846726,0.017097352],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99774617,0.00027644547,0.00087253144,0.00034728198,0.0002157168,0.0005418499],"domain_scores_gemma":[0.99579024,0.0023469066,0.0008934155,0.00030801314,0.0005965497,0.00006484653],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0026136604,0.00042309772,0.00031767195,0.0005140853,0.00027003602,0.0010606272,0.00034170639,0.0003935186,0.0010878807],"category_scores_gemma":[0.0041609453,0.0004948412,0.00017344067,0.00039700017,0.00022521845,0.0094174035,0.00021910889,0.00058498,0.0007937265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002213826,0.00046366738,0.58633137,0.0022504367,0.00021788909,0.000017030134,0.0014662406,0.028884513,0.0003004899,0.15220766,0.008985376,0.21865395],"study_design_scores_gemma":[0.0006804737,0.000007936781,0.8021507,0.0016691638,0.000102763355,0.000088794215,0.0004245743,0.011180159,0.00023257402,0.0067931158,0.1761661,0.00050359033],"about_ca_topic_score_codex":0.0023787222,"about_ca_topic_score_gemma":0.0005702626,"teacher_disagreement_score":0.21815035,"about_ca_system_score_codex":0.0006864304,"about_ca_system_score_gemma":0.00010437742,"threshold_uncertainty_score":0.99998426},"labels":[],"label_agreement":null},{"id":"W2034372161","doi":"10.3917/rsg.261.0131","title":"La théorie de la prédation en marketing : Une interprétation des comportements des agents de marché ?","year":2013,"lang":"fr","type":"article","venue":"˜La œRevue des sciences de gestion/˜La œRevue des sciences de gestion, Direction et gestion","topic":"Business Strategy and Innovation","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 en Outaouais","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.07702583817869588,"score_gpt":0.3212925556521914,"score_spread":0.24426671747349551,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034372161","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81501764,0.00149011,0.14243233,0.012743032,0.0014662108,0.0009933896,0.00001843525,0.0005825549,0.025256284],"genre_scores_gemma":[0.94910175,0.0024301405,0.04446546,0.00055361446,0.0007893792,0.00033393802,0.00016553768,0.000080803875,0.0020793586],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99097025,0.003764815,0.0013480976,0.001415559,0.00090281555,0.0015984764],"domain_scores_gemma":[0.99368703,0.0027206258,0.001289625,0.00039211655,0.0016729902,0.00023760012],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.023633502,0.0008086081,0.0005369034,0.0015455971,0.005295881,0.004451059,0.0009926872,0.0009912499,0.00058916956],"category_scores_gemma":[0.008040602,0.00090700045,0.00021844431,0.006486956,0.00975721,0.011640703,0.00028011788,0.0011311579,0.00016200816],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013815147,0.0010146663,0.5482771,0.003068954,0.000083734136,0.000054615277,0.0058108363,0.21382701,0.005163124,0.06115993,0.0029241666,0.15847772],"study_design_scores_gemma":[0.0004892265,0.00014078856,0.6295175,0.0039329473,0.00017520558,0.00086481834,0.001799682,0.24878503,0.000116223026,0.111696854,0.0018138711,0.0006678449],"about_ca_topic_score_codex":0.008519608,"about_ca_topic_score_gemma":0.0015439854,"teacher_disagreement_score":0.15780987,"about_ca_system_score_codex":0.0027922716,"about_ca_system_score_gemma":0.0009122807,"threshold_uncertainty_score":0.9993381},"labels":[],"label_agreement":null},{"id":"W2034605018","doi":"10.1177/0146167205282148","title":"On the Benefits of Giving as Well as Receiving Autonomy Support: Mutuality in Close Friendships","year":2006,"lang":"en","type":"article","venue":"Personality and Social Psychology Bulletin","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":509,"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 Waterloo","funders":"","keywords":"Psychology; Social psychology; Autonomy; Well-being; Friendship; Political science; Psychotherapist; Law","score_opus":0.03193887605413072,"score_gpt":0.2755436807420942,"score_spread":0.24360480468796347,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2034605018","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79047036,0.000029672676,0.000007705258,0.04991796,0.0001612456,0.0001286248,0.0000043199207,0.000028437556,0.15925168],"genre_scores_gemma":[0.98866194,0.0000056398067,0.000015275316,0.010075205,0.00058515865,0.000016193055,0.00003604847,0.0000126792975,0.00059188326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987272,0.000078308854,0.0004099713,0.00033799675,0.00017692515,0.00026957077],"domain_scores_gemma":[0.999311,0.00015082998,0.00028412347,0.00013516156,0.000113214155,0.000005726098],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014506506,0.0001665884,0.0002471434,0.000117747644,0.00035545506,0.00007907734,0.00016424213,0.00020480057,0.0046081617],"category_scores_gemma":[0.0001302389,0.0001459192,0.000064670894,0.0003539921,0.00027136257,0.00015832925,0.00005394795,0.00032368946,0.0003666171],"study_design_candidate":"theoretical_or_conceptual","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":[0.00013823177,0.00026633483,0.04114625,0.00010484201,0.000014541585,0.0000037398804,0.0005333431,0.0000059603053,0.00007427491,0.9444446,0.01159935,0.0016685079],"study_design_scores_gemma":[0.0006237285,0.000021587508,0.77907485,0.000035001314,0.000014925804,0.0000026640753,0.0007373367,0.000010665287,0.000017277256,0.089590624,0.12967016,0.0002011987],"about_ca_topic_score_codex":0.0028545638,"about_ca_topic_score_gemma":0.00025107287,"teacher_disagreement_score":0.854854,"about_ca_system_score_codex":0.00002329761,"about_ca_system_score_gemma":0.000029283523,"threshold_uncertainty_score":0.9963018},"labels":[],"label_agreement":null},{"id":"W2036736304","doi":"10.3917/reru.045.0713","title":"L'interaction des dynamiques individuelles et collectives dans le processus de développement territorial","year":2004,"lang":"fr","type":"article","venue":"Revue d’Économie Régionale & Urbaine","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science; Humanities; Art","score_opus":0.024121110120968015,"score_gpt":0.2572497962621531,"score_spread":0.2331286861411851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2036736304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8067371,0.008410918,0.02530468,0.12038689,0.0069179437,0.0014517899,0.00008338642,0.00036250424,0.03034474],"genre_scores_gemma":[0.98241186,0.00087079284,0.0035936988,0.0010515534,0.0059168884,0.00016294717,0.0004966745,0.00008249456,0.0054130685],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99799573,0.000050618743,0.0006746914,0.00056541734,0.00015965842,0.0005539027],"domain_scores_gemma":[0.99854946,0.00008701551,0.0005480965,0.00022420946,0.0005505255,0.000040687715],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000548387,0.00043194226,0.0004106639,0.00039148727,0.0006018581,0.0005853684,0.00028822568,0.00028077245,0.00017048093],"category_scores_gemma":[0.00021426144,0.00051267986,0.00015409615,0.00080743805,0.00026556157,0.0033676021,0.00014261382,0.0003600359,0.000114693496],"study_design_candidate":"theoretical_or_conceptual","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":[0.0006692875,0.0021817598,0.06095532,0.004224582,0.000534741,0.00008039518,0.003274007,0.02357282,0.002397348,0.88467944,0.006431535,0.0109987585],"study_design_scores_gemma":[0.0087738475,0.0003061888,0.21170306,0.005723018,0.00056410726,0.00019575552,0.004620936,0.010073812,0.0035894765,0.34484097,0.407189,0.0024197972],"about_ca_topic_score_codex":0.0041831005,"about_ca_topic_score_gemma":0.003782204,"teacher_disagreement_score":0.5398385,"about_ca_system_score_codex":0.0014503995,"about_ca_system_score_gemma":0.0007562412,"threshold_uncertainty_score":0.9997325},"labels":[],"label_agreement":null},{"id":"W2037021923","doi":"10.2189/asqu.2010.55.4.680","title":"David Strang: Learning by Example: Imitation and Innovation at a Global Bank","year":2010,"lang":"en","type":"article","venue":"Administrative Science Quarterly","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Imitation; Psychology; Sociology; Economic geography; Management; Economics; Social psychology","score_opus":0.0351278808786331,"score_gpt":0.2918382416843101,"score_spread":0.256710360805677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2037021923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9751924,0.000007095195,0.001090953,0.0011880248,0.000354269,0.00018783702,0.0000053229805,0.0000909464,0.021883147],"genre_scores_gemma":[0.9987044,4.3194237e-7,0.00034942455,0.00041717084,0.00020277181,0.00001581887,0.00010288926,0.000007723922,0.00019940887],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99855185,0.000008729358,0.00031133473,0.00045268104,0.00037294487,0.00030246627],"domain_scores_gemma":[0.99887794,0.000026996471,0.0002970552,0.00014476432,0.0006352147,0.000018043904],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006939967,0.0001737094,0.000120509256,0.00025382877,0.0007657057,0.0007600661,0.00020088012,0.00007962878,0.00015015058],"category_scores_gemma":[0.00014225033,0.00016534368,0.00001527972,0.0035010427,0.0005823569,0.0041654576,0.000021884365,0.00021707408,0.000063838364],"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":[0.000046276436,0.00006754457,0.0365438,0.000033103064,0.0000060366965,0.0000030092328,0.000385713,0.0000020145887,0.28654858,0.63596594,0.0006595241,0.039738428],"study_design_scores_gemma":[0.0019887222,0.0007898728,0.88319516,0.00006272378,0.00005868114,0.000048958464,0.008621463,0.006064034,0.0065200585,0.035932705,0.05536665,0.0013509906],"about_ca_topic_score_codex":0.00018833939,"about_ca_topic_score_gemma":0.00024609896,"teacher_disagreement_score":0.8466513,"about_ca_system_score_codex":0.000035762238,"about_ca_system_score_gemma":0.000120658915,"threshold_uncertainty_score":0.7329335},"labels":[],"label_agreement":null},{"id":"W2038496780","doi":"10.1108/sd-05-2014-0065","title":"Building strategic elements to increase contact lens sales","year":2014,"lang":"en","type":"article","venue":"Strategic Direction","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"IBM (Canada)","funders":"","keywords":"Competitor analysis; Contact lens; Lens (geology); Competitive advantage; Originality; Strategic planning; Business; Marketing; Value (mathematics); Through-the-lens metering; Industrial organization; Engineering; Computer science; Sociology; Optics","score_opus":0.037224764562154795,"score_gpt":0.25575394239448734,"score_spread":0.21852917783233256,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2038496780","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7491284,0.000012377454,0.0010174974,0.00043465855,0.00085022894,0.0002446736,0.00000197934,0.00031515397,0.24799505],"genre_scores_gemma":[0.9964853,0.000004500036,0.00038935474,0.00113992,0.001611643,0.000040733354,0.000102507125,0.000034052227,0.00019198163],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99846905,0.000025471576,0.00041732015,0.0004218749,0.00027595588,0.0003903351],"domain_scores_gemma":[0.9991747,0.000024837891,0.00024932926,0.0002295249,0.0002981488,0.000023465796],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005991945,0.0002662979,0.0002279812,0.00039179847,0.00031917982,0.0005880915,0.00017360829,0.00011121852,0.00021189627],"category_scores_gemma":[0.000056473975,0.00025933815,0.00006127921,0.0010763187,0.00002509342,0.0016081828,0.00004947468,0.00016746207,0.0005425092],"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":[0.000091461894,0.00010332297,0.0036666445,0.00011273366,0.000028030485,0.0000034507586,0.0000073307165,0.00026831627,0.026444228,0.963925,0.00065277406,0.0046966723],"study_design_scores_gemma":[0.00567956,0.00052900217,0.20921975,0.00083010126,0.0004549997,0.000034287415,0.001987439,0.04676353,0.0036333608,0.46366367,0.26329696,0.0039073415],"about_ca_topic_score_codex":0.001495505,"about_ca_topic_score_gemma":0.0003500206,"teacher_disagreement_score":0.50026137,"about_ca_system_score_codex":0.000057618647,"about_ca_system_score_gemma":0.00003514435,"threshold_uncertainty_score":0.9999859},"labels":[],"label_agreement":null},{"id":"W2039378687","doi":"10.1016/j.jom.2007.01.005","title":"Utilizing e‐business technologies in supply chains: The impact of firm characteristics and teams","year":2007,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":130,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Transactional leadership; Transaction cost; Business; Purchasing; Supply chain; Context (archaeology); Business-to-business; Industrial organization; Marketing; Database transaction; Empirical research; Supply chain management; Electronic business; Sample (material); Information technology; Knowledge management; Business model; Computer science; Economics; Management","score_opus":0.018310635267827252,"score_gpt":0.2666949018198487,"score_spread":0.24838426655202142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2039378687","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99120784,0.00015982045,0.0035432153,0.0019793452,0.00017903601,0.00022861583,0.0000012083137,0.000017878234,0.002683048],"genre_scores_gemma":[0.9990221,0.00019201064,0.0004884644,0.00008743825,0.00015051707,0.000003543414,0.0000063150837,0.0000084739895,0.00004111887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899185,0.0000055941446,0.00059254805,0.00008707919,0.00017047436,0.00015247002],"domain_scores_gemma":[0.9990636,0.0000206108,0.00033575326,0.00013833267,0.0004376893,0.0000040210457],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00097201596,0.00011398549,0.00018482607,0.0006476207,0.00013038103,0.0001800979,0.00019912118,0.00004743626,0.000022929775],"category_scores_gemma":[0.00010332476,0.000072802315,0.000042513213,0.0011600825,0.00007799176,0.0010379874,0.000101387974,0.00015297745,0.000002111376],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003319311,0.0008643243,0.4803949,0.00066523213,0.00034321554,0.00014822466,0.0003856259,0.009502509,0.0038581316,0.30899766,0.0020087021,0.19249955],"study_design_scores_gemma":[0.0005027575,0.000024153438,0.9909426,0.0001769301,0.0000388684,0.0000121284465,0.002848945,0.0034753508,0.00005512346,0.00059070013,0.001227175,0.00010527965],"about_ca_topic_score_codex":0.00015406113,"about_ca_topic_score_gemma":0.000063562446,"teacher_disagreement_score":0.5105477,"about_ca_system_score_codex":0.000048591388,"about_ca_system_score_gemma":0.000022306454,"threshold_uncertainty_score":0.2968792},"labels":[],"label_agreement":null},{"id":"W2040213992","doi":"10.3917/riges.344.0082","title":"Comment l'organisation veut-elle être perçue par les consommateurs : comme un leader, un suiveur, un challenger ou un spécialiste?","year":2009,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.0703900421327286,"score_gpt":0.25899861732857954,"score_spread":0.18860857519585095,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040213992","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2981549,0.009132886,0.0034371002,0.6779274,0.0034985405,0.0009995995,0.00003145386,0.00046733982,0.0063508116],"genre_scores_gemma":[0.9852641,0.001755124,0.00042677711,0.008822228,0.0017690078,0.000024163555,0.0010932167,0.00007126394,0.00077411195],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971924,0.00016754051,0.0008464956,0.00062512467,0.00047104523,0.00069739175],"domain_scores_gemma":[0.99802524,0.00009552971,0.000689743,0.00045779403,0.00068461377,0.000047098696],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00077718915,0.0005928482,0.00047026924,0.00031821048,0.0012838037,0.0005327746,0.0003256168,0.0006214736,0.002476773],"category_scores_gemma":[0.00015024417,0.0006617585,0.00012924608,0.0009063305,0.00024309372,0.0020019824,0.00010721238,0.00062080566,0.0007909446],"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":[0.0002287231,0.0016146363,0.015710846,0.0007934825,0.00016046115,0.00006415042,0.0009882853,0.00044489888,0.0016185176,0.4664205,0.019460076,0.49249542],"study_design_scores_gemma":[0.0048035146,0.00025192765,0.3750041,0.001207229,0.00078325084,0.000050651786,0.0033855478,0.005223559,0.0047573787,0.04454022,0.5581167,0.0018759312],"about_ca_topic_score_codex":0.00067040656,"about_ca_topic_score_gemma":0.00005282893,"teacher_disagreement_score":0.68710923,"about_ca_system_score_codex":0.00017121446,"about_ca_system_score_gemma":0.00005137416,"threshold_uncertainty_score":0.99998707},"labels":[],"label_agreement":null},{"id":"W2040246988","doi":"10.7202/1008815ar","title":"Internet, facteur de gains de productivité et de diversification dans les PME : caractérisation des contextes d’usage","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.041220534359784386,"score_gpt":0.25880381517961576,"score_spread":0.21758328081983136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040246988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8797498,0.0008468159,0.06922486,0.04244918,0.0006166413,0.00037812407,0.00004058012,0.00015702176,0.0065369774],"genre_scores_gemma":[0.9644084,0.0039215665,0.0055807517,0.0012852594,0.0015779701,0.00010510977,0.00048992806,0.00006788014,0.022563126],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99766254,0.0004821056,0.0005843622,0.0005083527,0.0001703354,0.00059232966],"domain_scores_gemma":[0.996491,0.0017968715,0.00075177674,0.00032176162,0.0005563729,0.00008218566],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0030457794,0.00038020973,0.00027868283,0.0004043741,0.0001872123,0.00070738886,0.0003472284,0.00035403692,0.00054423104],"category_scores_gemma":[0.005169,0.0004746554,0.00015512068,0.00030525422,0.0002335921,0.0047713146,0.00018296839,0.0006406772,0.00026465108],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000109230896,0.0006042479,0.7963477,0.0004291711,0.00012648781,0.000012231021,0.0032701003,0.009846117,0.0043346607,0.14070581,0.002283132,0.041931115],"study_design_scores_gemma":[0.0007205049,0.000017755026,0.89746606,0.0008298002,0.00015332941,0.00012683283,0.0005634805,0.023143496,0.0013349411,0.008172716,0.06700972,0.00046136143],"about_ca_topic_score_codex":0.0053003905,"about_ca_topic_score_gemma":0.000782911,"teacher_disagreement_score":0.13253309,"about_ca_system_score_codex":0.0016997216,"about_ca_system_score_gemma":0.0002835789,"threshold_uncertainty_score":0.9997705},"labels":[],"label_agreement":null},{"id":"W2040334474","doi":"10.1177/0170840602233002","title":"The Ties that Bind: Strategic Actions and Status Structure in the US Investment Banking Industry","year":2002,"lang":"en","type":"article","venue":"Organization Studies","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":59,"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 Toronto; University of Alberta","funders":"","keywords":"Hierarchy; Dyad; Investment (military); Banking industry; Homophily; Investment banking; Business; Ranking (information retrieval); Industrial organization; Phenomenon; Organizational structure; Marketing; Economics; Sociology; Market economy; Finance; Management; Social science; Political science","score_opus":0.08622010195399436,"score_gpt":0.2555387070899658,"score_spread":0.1693186051359714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040334474","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98777264,0.0010675839,0.000007475285,0.0048694164,0.00027396373,0.00016838055,0.0000017389935,0.000046390465,0.0057923784],"genre_scores_gemma":[0.99708587,0.00055978127,0.000009703436,0.0019512582,0.00023665556,0.0000077669865,0.000016787126,0.0000121014355,0.00012006762],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993641,0.0000170314,0.00015604192,0.00013398353,0.00016241659,0.00016647684],"domain_scores_gemma":[0.9994741,0.00004568827,0.00013525077,0.000117345866,0.00022422039,0.0000033804256],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013338051,0.00011980667,0.000092641836,0.00010144774,0.0008653709,0.00046724716,0.000093465576,0.000080666636,0.00011749102],"category_scores_gemma":[0.000097232696,0.00006940282,0.000007160994,0.0012502067,0.00011459735,0.00070562743,0.00006546382,0.00021891983,0.000012182764],"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":[0.0000071450518,0.00006572177,0.46593526,0.00012856151,0.000121177625,0.000004786095,0.0028392116,0.0004438142,0.0003562562,0.5195246,0.008298864,0.0022746045],"study_design_scores_gemma":[0.0008832397,0.000017028355,0.81406534,0.00009576527,0.00012337303,0.00001136174,0.073087335,0.00088495057,0.0002467316,0.049983628,0.060100604,0.0005006461],"about_ca_topic_score_codex":0.00006374425,"about_ca_topic_score_gemma":0.00025321142,"teacher_disagreement_score":0.46954095,"about_ca_system_score_codex":0.00002717091,"about_ca_system_score_gemma":0.00000877326,"threshold_uncertainty_score":0.66558206},"labels":[],"label_agreement":null},{"id":"W2040484981","doi":"10.1177/0092070304321009","title":"Reviews of Books: Marketing-Related Motives in Mergers &amp; Acquisitions: The Perspective of the U.S. Food Industry","year":2004,"lang":"en","type":"article","venue":"Journal of the Academy of Marketing Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Perspective (graphical); Mergers and acquisitions; Marketing; Business; Food industry; Advertising; Food science; Chemistry; Finance","score_opus":0.03133291786289456,"score_gpt":0.2771406888812035,"score_spread":0.24580777101830897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040484981","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9736139,0.0010992545,0.000012662541,0.019164057,0.00027010994,0.00025539025,0.0000010675016,0.0000037579507,0.0055797705],"genre_scores_gemma":[0.99899256,0.00015816824,0.00017938405,0.00049406703,0.00012171283,0.0000017575865,6.7447566e-8,0.000006808197,0.000045483863],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976688,0.00026490615,0.0010373291,0.00015512668,0.00066959957,0.00020424805],"domain_scores_gemma":[0.9956731,0.0003096205,0.0032502997,0.00019805809,0.0005602798,0.000008598962],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.019253453,0.00012915232,0.00029673154,0.00031173235,0.00029151078,0.00004431681,0.0013994338,0.00012535424,0.000053675176],"category_scores_gemma":[0.0096514225,0.00006543211,0.00017734687,0.003239523,0.0010636991,0.0011067609,0.0002708072,0.00088841136,9.1508616e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032235484,0.0014887268,0.37545037,0.002990169,0.00052759406,0.0000025024199,0.0056875073,0.046135243,0.3304917,0.2124571,0.008192165,0.013353373],"study_design_scores_gemma":[0.0005374128,0.000012698713,0.97756743,0.0031687287,0.00007445418,0.00001013632,0.002080246,0.000107435866,0.0028455372,0.012527974,0.00094976637,0.00011819039],"about_ca_topic_score_codex":0.000043533095,"about_ca_topic_score_gemma":0.000005058759,"teacher_disagreement_score":0.60211706,"about_ca_system_score_codex":0.00008692245,"about_ca_system_score_gemma":0.00015576495,"threshold_uncertainty_score":0.9986907},"labels":[],"label_agreement":null},{"id":"W2040778274","doi":"10.3917/geco.094.0064","title":"Gouvernance distribuée versus gouvernance centralisée : les deux stratégies de la télématique automobile","year":2008,"lang":"fr","type":"article","venue":"Annales des Mines - Gérer et comprendre","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Ottawa","funders":"","keywords":"Humanities; Political science; Physics; Philosophy","score_opus":0.039825488421886615,"score_gpt":0.27289050303523754,"score_spread":0.23306501461335094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040778274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95159155,0.022761798,0.0026957304,0.0043381387,0.0021205614,0.00037343585,0.00020407274,0.00035722982,0.0155574875],"genre_scores_gemma":[0.9794526,0.006296441,0.0015053061,0.0005361846,0.0012309523,0.00006403196,0.00045270496,0.000092798335,0.010368993],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969412,0.00016153175,0.0007618359,0.0006768551,0.00044201993,0.0010165377],"domain_scores_gemma":[0.9976299,0.00032969468,0.0006742736,0.00053040293,0.0007749181,0.000060829603],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042774304,0.0006988092,0.0005793535,0.00018167953,0.00083845324,0.0006673395,0.00071675004,0.00046732818,0.00063298753],"category_scores_gemma":[0.0003232457,0.00075420015,0.0002485286,0.001285513,0.0015377183,0.003998356,0.0002692678,0.00057111814,0.00019166691],"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":[0.00085899344,0.0013904927,0.34613067,0.004496262,0.00047549722,0.0010286946,0.0025947487,0.006273316,0.0012260313,0.18087292,0.41506615,0.039586235],"study_design_scores_gemma":[0.0015403916,0.000056592165,0.34239608,0.0010584093,0.00012630591,0.00011436268,0.00047422035,0.0038759904,0.000457818,0.0017932217,0.6472462,0.0008604413],"about_ca_topic_score_codex":0.002744831,"about_ca_topic_score_gemma":0.0029350729,"teacher_disagreement_score":0.23218001,"about_ca_system_score_codex":0.0002660463,"about_ca_system_score_gemma":0.00033075287,"threshold_uncertainty_score":0.9994909},"labels":[],"label_agreement":null},{"id":"W2040988542","doi":"10.7202/1007878ar","title":"Conditions et modalités d'émergence des TPE et PE; l'exemple du Maine-et-Loire (France)","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art; Philosophy","score_opus":0.022799406447769576,"score_gpt":0.2624663683936246,"score_spread":0.23966696194585502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2040988542","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7067142,0.002052039,0.01923555,0.25206718,0.0022861755,0.00050461123,0.0002070687,0.00023422329,0.016698914],"genre_scores_gemma":[0.9154288,0.0151081905,0.006504394,0.0094453525,0.0022105945,0.00021951854,0.0018603988,0.00011812836,0.04910463],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.997214,0.00037444336,0.00088259106,0.0006407596,0.00025935037,0.00062883977],"domain_scores_gemma":[0.9956998,0.0020846368,0.0007807331,0.00045721876,0.0008802746,0.00009728847],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025566334,0.00050855125,0.00040761777,0.0004885639,0.00028531716,0.00082241505,0.00042785908,0.000357501,0.0050835987],"category_scores_gemma":[0.003287996,0.0006206486,0.00023706006,0.0006656671,0.00030080866,0.0070783636,0.00029869383,0.0007797756,0.0012980249],"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":[0.000059833776,0.000778096,0.244441,0.0005343285,0.00015448863,0.00002244488,0.00057932973,0.028146978,0.00060624554,0.6995576,0.014562983,0.01055668],"study_design_scores_gemma":[0.0011264102,0.000017789707,0.50286335,0.0012339086,0.00013553134,0.00011945682,0.00019396558,0.016851235,0.00010671494,0.037746947,0.43890685,0.0006978399],"about_ca_topic_score_codex":0.0019366075,"about_ca_topic_score_gemma":0.00046209627,"teacher_disagreement_score":0.66181064,"about_ca_system_score_codex":0.00039414666,"about_ca_system_score_gemma":0.00023939158,"threshold_uncertainty_score":0.9996245},"labels":[],"label_agreement":null},{"id":"W2041591216","doi":"10.1002/mde.1201","title":"Competing in groups","year":2004,"lang":"en","type":"article","venue":"Managerial and Decision Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Affect (linguistics); Clique; Embeddedness; Centrality; Diversity (politics); Value (mathematics); Investment (military); Microeconomics; Business; Industrial organization; Economics; Politics; Social psychology; Sociology; Psychology; Mathematics; Statistics; Political science","score_opus":0.016678354581345436,"score_gpt":0.20679454126987823,"score_spread":0.1901161866885328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2041591216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98086745,0.00001991479,0.0018446674,0.00058916264,0.00063956936,0.00009074118,5.046103e-7,0.000035239216,0.015912782],"genre_scores_gemma":[0.99717253,0.000025218653,0.0010105924,0.0011221021,0.0006332613,0.0000041006465,0.000012649084,0.00001061968,0.000008924012],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999347,0.0000012884781,0.00027418698,0.0002032031,0.000035471636,0.00013887002],"domain_scores_gemma":[0.9997474,0.000020374371,0.00010032306,0.00010006664,0.00002626514,0.000005584067],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025093093,0.0000981107,0.00014126599,0.00023005638,0.000093255825,0.0002968694,0.00009025345,0.00005545717,0.00005673026],"category_scores_gemma":[0.00003099753,0.00009660388,0.000020478341,0.00023739882,0.000029226392,0.001024105,0.00010891914,0.000063241896,0.00012452008],"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":[0.0001682339,0.000056177094,0.00528187,0.000035988105,0.0000048703478,0.000011085441,0.000024823774,0.0067795836,0.00007174717,0.89298636,0.00010103744,0.0944782],"study_design_scores_gemma":[0.0033015034,0.000011250496,0.11441461,0.00007934682,0.0000097272505,0.000004935475,0.00034321437,0.00660402,0.000025779644,0.84036636,0.034439553,0.0003996754],"about_ca_topic_score_codex":0.00020376834,"about_ca_topic_score_gemma":0.0003293686,"teacher_disagreement_score":0.109132744,"about_ca_system_score_codex":0.000022980725,"about_ca_system_score_gemma":0.000007116094,"threshold_uncertainty_score":0.3939392},"labels":[],"label_agreement":null},{"id":"W2042724438","doi":"10.1080/00029890.2004.11920059","title":"Solving Inequalities and Proving Farkas's Lemma Made Easy","year":2004,"lang":"en","type":"article","venue":"American Mathematical Monthly","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Lemma (botany); Inequality; Mathematics; Calculus (dental); Computer science; Algebra over a field; Pure mathematics; Mathematical analysis; Medicine","score_opus":0.020575198732084875,"score_gpt":0.23004308761592965,"score_spread":0.20946788888384477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042724438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7936562,0.00006946083,0.012526482,0.004465304,0.000113628026,0.0003646557,0.0000028638187,0.00036214545,0.18843928],"genre_scores_gemma":[0.9931651,0.0000024546464,0.0045388006,0.0017349072,0.00035043596,0.000030071433,0.000010722097,0.00003079393,0.00013671046],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988626,0.0000070718615,0.00035180678,0.00025078273,0.00021595169,0.0003117576],"domain_scores_gemma":[0.99940103,0.000056093653,0.00023554992,0.00018194367,0.000108397195,0.000016997605],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023983326,0.00019576418,0.0002891035,0.0001498391,0.00018367097,0.00032192993,0.00013429798,0.00004323482,0.00008032412],"category_scores_gemma":[0.000279877,0.00016910375,0.000040439652,0.00051478704,0.00028793537,0.0010748808,0.00011250517,0.00013913302,0.00012747233],"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":[0.00001763033,0.000088006105,0.0015610263,0.00037130876,0.000018033925,0.0000093392155,0.00014100703,0.000095739866,0.0006928179,0.9932244,0.00009604563,0.0036846332],"study_design_scores_gemma":[0.00094528747,0.00006476722,0.03791888,0.00043835922,0.00008719936,0.000011122616,0.002868427,0.0063962145,0.00024553257,0.94556075,0.004656443,0.00080702384],"about_ca_topic_score_codex":0.0007745824,"about_ca_topic_score_gemma":0.000027080081,"teacher_disagreement_score":0.19950892,"about_ca_system_score_codex":0.00002705414,"about_ca_system_score_gemma":0.000023344575,"threshold_uncertainty_score":0.68958503},"labels":[],"label_agreement":null},{"id":"W2042828129","doi":"10.3917/riges.272.0032","title":"Bonifier la proposition de valeur grâce à Internet","year":2002,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Value proposition; Proposition; Political science; Philosophy; Economics; Management","score_opus":0.023271038711052863,"score_gpt":0.21363978119956797,"score_spread":0.1903687424885151,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2042828129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54633814,0.011954096,0.040877298,0.21665491,0.007835655,0.0010024484,0.00001393929,0.0007036993,0.17461981],"genre_scores_gemma":[0.95361507,0.00016439933,0.00038523148,0.0010015131,0.0013009649,0.00001752322,0.000106751606,0.000027046537,0.04338152],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989936,0.000044212236,0.00025652302,0.0002470717,0.00016229905,0.00029633188],"domain_scores_gemma":[0.9993579,0.000023118644,0.0001851977,0.00014447585,0.00027726011,0.000012094415],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041175718,0.00017726929,0.000118206146,0.0001708069,0.00012651873,0.00045008978,0.000109653025,0.00028706895,0.0024100577],"category_scores_gemma":[0.0001233244,0.00019694316,0.000045658617,0.0005757529,0.00008779839,0.002405945,0.000048234764,0.00029157748,0.0022508742],"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":[0.00008696827,0.0006071184,0.018305453,0.0015036273,0.00005015327,0.000073248215,0.00020323812,0.0005589929,0.0020788168,0.53383386,0.19632763,0.24637091],"study_design_scores_gemma":[0.0006204324,0.00003372653,0.14853618,0.00089196704,0.00015281075,0.00006368777,0.00004855097,0.09525935,0.00025226802,0.0044646473,0.74925464,0.00042174282],"about_ca_topic_score_codex":0.000518888,"about_ca_topic_score_gemma":0.000021260761,"teacher_disagreement_score":0.552927,"about_ca_system_score_codex":0.00009098614,"about_ca_system_score_gemma":0.00001253807,"threshold_uncertainty_score":0.998526},"labels":[],"label_agreement":null},{"id":"W2043148945","doi":"10.1191/0309132503ph419oa","title":"The place of locational analysis: a selective and interpretive history","year":2003,"lang":"en","type":"article","venue":"Progress in Human Geography","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":89,"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 British Columbia","funders":"","keywords":"Epistemology; Argument (complex analysis); Context (archaeology); Enlightenment; TRACE (psycholinguistics); Rationalism; Interpretation (philosophy); Sociology; Sensibility; Positive economics; Philosophy; History; Political science; Law; Economics","score_opus":0.010300333951720293,"score_gpt":0.23022548520664968,"score_spread":0.2199251512549294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043148945","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.970344,0.0065303626,0.0002853063,0.00019627347,0.0001642916,0.00032673022,0.0000010814045,0.00004200877,0.022109935],"genre_scores_gemma":[0.99971336,0.0000107343685,0.00006551757,0.000079668665,0.000035521123,0.000063358,0.000009583851,0.0000060459747,0.00001621631],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993158,0.000021091568,0.00022701969,0.00017275052,0.00013089017,0.00013243995],"domain_scores_gemma":[0.9993497,0.000042794683,0.000217635,0.00011102518,0.00027526572,0.0000035712756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004195141,0.000094973024,0.0001283442,0.00062337867,0.00013432596,0.0000618541,0.00010537289,0.00004134273,0.000040225295],"category_scores_gemma":[0.000045292683,0.00007579247,0.000052270057,0.0014889924,0.00035895943,0.00040275417,0.000028007233,0.00010709544,0.0000010156976],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000025872507,0.00006206548,0.73146635,0.00003931469,0.00013091783,4.5287584e-7,0.000112236994,0.000026592992,0.0000056096933,0.2672107,0.0001288853,0.0007909854],"study_design_scores_gemma":[0.0002709471,0.0000144000505,0.9793675,0.000050068822,0.00013979615,3.662239e-7,0.0003096401,0.0009695535,0.000029190513,0.011368544,0.007327806,0.00015220963],"about_ca_topic_score_codex":0.00008213206,"about_ca_topic_score_gemma":0.00013859819,"teacher_disagreement_score":0.25584215,"about_ca_system_score_codex":0.000026546528,"about_ca_system_score_gemma":0.000017830265,"threshold_uncertainty_score":0.30907273},"labels":[],"label_agreement":null},{"id":"W2043156534","doi":"10.1111/j.1754-7121.2004.tb01974.x","title":"Book Notes Résumés de livres","year":2004,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université de Montréal; Queen's University","funders":"","keywords":"Art","score_opus":0.03033461239994782,"score_gpt":0.24211943390719817,"score_spread":0.21178482150725036,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2043156534","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21236868,0.0006429154,0.0126570305,0.6230295,0.0013486721,0.00074318325,0.0000236291,0.0005552102,0.14863124],"genre_scores_gemma":[0.9778021,0.000005091612,0.00015554795,0.020497952,0.00096287613,0.00002179271,0.00024964454,0.000017487719,0.00028749637],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99912256,0.0000037323755,0.00019759272,0.00019030226,0.00012220553,0.0003636251],"domain_scores_gemma":[0.9994539,0.000008860261,0.000096330674,0.00015723302,0.00022946384,0.00005419303],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017449581,0.00012656221,0.00008508114,0.0003606201,0.00032272845,0.0006906913,0.00015073542,0.00012223686,0.001011886],"category_scores_gemma":[0.00019846074,0.00013868007,0.000030308856,0.0006066967,0.00005200129,0.0025360498,0.000010658002,0.0001104384,0.00040374638],"study_design_candidate":"not_applicable","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":[0.000006593611,0.0000337806,0.0031079443,0.00003517271,0.000008306041,0.0000225474,0.000008555873,0.000016023083,0.00013405428,0.97124946,0.023291724,0.0020858536],"study_design_scores_gemma":[0.00030563652,0.000015853935,0.014452106,0.000018614448,0.000011309017,0.00001120808,0.000048137204,0.00031140092,0.00021007216,0.00971171,0.97467315,0.00023080088],"about_ca_topic_score_codex":0.009633531,"about_ca_topic_score_gemma":0.19495493,"teacher_disagreement_score":0.9615377,"about_ca_system_score_codex":0.00018816532,"about_ca_system_score_gemma":0.0013580392,"threshold_uncertainty_score":0.9999013},"labels":[],"label_agreement":null},{"id":"W2044285740","doi":"10.3917/reru.073.0365","title":"La création et le développement de clusters maritimes au Canada et en Europe","year":2007,"lang":"fr","type":"article","venue":"Revue d’Économie Régionale & Urbaine","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":20,"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; Philosophy","score_opus":0.01688811041005349,"score_gpt":0.22509025732405455,"score_spread":0.20820214691400107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044285740","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24632171,0.0031162368,0.018046271,0.50954324,0.0033053912,0.000869682,0.00006528151,0.00015403783,0.21857814],"genre_scores_gemma":[0.9642753,0.00033303062,0.0017159025,0.016448427,0.0024076942,0.000023243134,0.000862055,0.00008141284,0.01385291],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796253,0.00009832902,0.0007044473,0.000442252,0.00018559815,0.00060681347],"domain_scores_gemma":[0.9984264,0.0003942775,0.0004378912,0.00025869237,0.0004346831,0.000048078186],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0021637904,0.00035144272,0.00032567562,0.00025934627,0.00023394701,0.00026068997,0.00026099817,0.00021843702,0.00028188978],"category_scores_gemma":[0.00032390084,0.0004348225,0.00008247824,0.0006838587,0.000095785326,0.0014703652,0.00017152341,0.00038812842,0.00009788719],"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":[0.00014416603,0.00030031754,0.03910684,0.001269862,0.00014245472,0.0001532674,0.00020606314,0.00524178,0.00018517367,0.88817674,0.04214936,0.022923952],"study_design_scores_gemma":[0.0009666748,0.000012861754,0.2614448,0.00041769285,0.00007097258,0.000036565216,0.0001873521,0.0049122875,0.00005458739,0.0012874518,0.7301571,0.0004516375],"about_ca_topic_score_codex":0.30656338,"about_ca_topic_score_gemma":0.40313867,"teacher_disagreement_score":0.88688934,"about_ca_system_score_codex":0.0010292346,"about_ca_system_score_gemma":0.0023978518,"threshold_uncertainty_score":0.99981034},"labels":[],"label_agreement":null},{"id":"W2044318288","doi":"10.3917/riges.272.0047","title":"La génération Internet : un nouveau profil d'employés","year":2002,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.026351432447747843,"score_gpt":0.2134490210779867,"score_spread":0.18709758863023884,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044318288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5467707,0.009934202,0.020130178,0.24757527,0.011295243,0.001255387,0.000012806884,0.0009109174,0.16211532],"genre_scores_gemma":[0.98107165,0.00017701887,0.00034347412,0.000830022,0.0014409348,0.000030694388,0.00017027817,0.000037530022,0.01589842],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987199,0.000051169063,0.00038162927,0.0003222291,0.00022520931,0.00029991168],"domain_scores_gemma":[0.99906886,0.000033479475,0.0002820426,0.00018960312,0.00041329977,0.0000127024505],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043511167,0.00023102628,0.0001628536,0.00023176926,0.00016266745,0.0005102683,0.00013848595,0.00037780806,0.0040432513],"category_scores_gemma":[0.00018327925,0.00025889263,0.0000547772,0.00091404264,0.00010110022,0.0030506996,0.00006537947,0.0003501983,0.0035498678],"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":[0.000042883596,0.0004481485,0.020478604,0.00077488855,0.000046701356,0.000028308017,0.00023308747,0.00027336934,0.00062209036,0.5409538,0.061439704,0.3746584],"study_design_scores_gemma":[0.0009183807,0.000037248326,0.11015959,0.0007223129,0.0001582929,0.000026885775,0.000120632285,0.070587315,0.00037624652,0.005015938,0.8113124,0.000564788],"about_ca_topic_score_codex":0.00039210147,"about_ca_topic_score_gemma":0.000045878358,"teacher_disagreement_score":0.7498727,"about_ca_system_score_codex":0.00007339368,"about_ca_system_score_gemma":0.000012446022,"threshold_uncertainty_score":0.99998635},"labels":[],"label_agreement":null},{"id":"W2044473519","doi":"10.3917/riges.313.0056","title":"L'impact des technologies de l'information sur les coûts de coordination des fournisseurs dans l'industrie aéronautique de Montréal","year":2006,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.02017170434230839,"score_gpt":0.22342360329775243,"score_spread":0.20325189895544404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044473519","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8764251,0.0023587414,0.103700295,0.015035307,0.0002233533,0.0003107152,0.000014397985,0.00049614505,0.0014359654],"genre_scores_gemma":[0.9962136,0.0002873788,0.0018011142,0.00007161261,0.00034962135,0.000044909135,0.0003858717,0.00002923526,0.00081666233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983963,0.000057815454,0.00046876146,0.00019810678,0.0002097621,0.00066926196],"domain_scores_gemma":[0.9984177,0.00006131314,0.0004393824,0.0001711807,0.0008915763,0.000018871753],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00093000976,0.00031170226,0.00019931402,0.00045096377,0.00074592617,0.00064662914,0.00018678622,0.0007202898,0.00007540591],"category_scores_gemma":[0.0009379902,0.00033132423,0.00007977355,0.00118429,0.00034844395,0.0062704035,0.000057868954,0.0004438591,0.000071499286],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000092446484,0.00019483443,0.5760569,0.0005553621,0.000032621432,0.000014041111,0.00017251544,0.023942916,0.0046876483,0.06674899,0.00778075,0.31972095],"study_design_scores_gemma":[0.0006250319,0.000049988193,0.9147828,0.00056338677,0.00011723203,0.000058217865,0.0011315112,0.033576142,0.0019624163,0.03554751,0.011223243,0.00036251007],"about_ca_topic_score_codex":0.045224354,"about_ca_topic_score_gemma":0.003519905,"teacher_disagreement_score":0.3387259,"about_ca_system_score_codex":0.0012076186,"about_ca_system_score_gemma":0.00019804467,"threshold_uncertainty_score":0.9999139},"labels":[],"label_agreement":null},{"id":"W2044763148","doi":"10.7202/1008488ar","title":"Innovations technologique et organisationnelle au sein de PME innovantes : complémentarité des processus, analyse comparative des mécanismes de diffusion","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03723946767925968,"score_gpt":0.2765025261421407,"score_spread":0.23926305846288104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2044763148","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8737015,0.00064531923,0.06988298,0.05132742,0.00032810826,0.0004249468,0.000048430276,0.0002358796,0.0034054099],"genre_scores_gemma":[0.95378625,0.0023902103,0.033629563,0.0023334122,0.000741312,0.00015095096,0.0007162312,0.00006302452,0.0061890655],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974691,0.00029715872,0.00085581676,0.0005132372,0.00019088283,0.0006738046],"domain_scores_gemma":[0.99582565,0.0016649594,0.0008445547,0.00032435442,0.0012716134,0.00006886652],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023637265,0.00046426427,0.00041583413,0.0008656334,0.0004593486,0.0007114895,0.00042133007,0.00042488906,0.00083217956],"category_scores_gemma":[0.003323796,0.00054239965,0.00010962727,0.001412951,0.0005416289,0.00423263,0.00032893635,0.000812747,0.00021372434],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007217831,0.0010316814,0.66790086,0.0005444384,0.00018456859,0.000010709654,0.0024393843,0.008918569,0.0040961867,0.30237713,0.0016134583,0.010810825],"study_design_scores_gemma":[0.0013092656,0.00003871693,0.8393114,0.0016473104,0.00019529942,0.00016092656,0.0024492387,0.029987557,0.002637964,0.093074724,0.028449874,0.00073768344],"about_ca_topic_score_codex":0.003690339,"about_ca_topic_score_gemma":0.0019927796,"teacher_disagreement_score":0.20930241,"about_ca_system_score_codex":0.0019430288,"about_ca_system_score_gemma":0.0005918423,"threshold_uncertainty_score":0.99970275},"labels":[],"label_agreement":null},{"id":"W2045030244","doi":"10.7202/1012389ar","title":"Coordination, incitation et création de connaissance","year":2012,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.02947414308638267,"score_gpt":0.27444371612064605,"score_spread":0.2449695730342634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045030244","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.044158235,0.0026437645,0.12126204,0.119982645,0.015993606,0.0007565321,0.000022925053,0.00026666257,0.69491357],"genre_scores_gemma":[0.9634059,0.0001627042,0.0024341522,0.008769206,0.0026461235,0.00008227957,0.00074949535,0.000037749007,0.021712372],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982972,0.00003347452,0.0004624883,0.00026604903,0.0004890834,0.00045166415],"domain_scores_gemma":[0.99862415,0.000038649385,0.0004205141,0.00017310516,0.00072045665,0.000023101258],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013092355,0.00024354187,0.00013826038,0.0005203571,0.00020441848,0.0005882695,0.000308775,0.00013496753,0.00238656],"category_scores_gemma":[0.00015323247,0.00029706515,0.00006890644,0.00074621226,0.00008626475,0.007379846,0.00017788443,0.00018782455,0.0014576749],"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":[0.00003119689,0.00032018885,0.085376866,0.00032524616,0.00012836531,0.000004009504,0.000113573355,0.00037618537,0.000071334485,0.79077494,0.10591336,0.01656472],"study_design_scores_gemma":[0.00071547605,0.0000057696993,0.24951419,0.0002185467,0.00009560023,0.000004708659,0.00042294723,0.012564623,0.00004414238,0.012927434,0.7231832,0.00030336238],"about_ca_topic_score_codex":0.0002228176,"about_ca_topic_score_gemma":0.000021979524,"teacher_disagreement_score":0.9192477,"about_ca_system_score_codex":0.00028101105,"about_ca_system_score_gemma":0.0000217206,"threshold_uncertainty_score":0.99994814},"labels":[],"label_agreement":null},{"id":"W2045336429","doi":"10.3917/riges.341.0027","title":"Collaboration entre les acteurs de la chaîne logistique : conditions de succès","year":2009,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.014610654795947519,"score_gpt":0.26067577193849084,"score_spread":0.2460651171425433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045336429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5210716,0.0027913814,0.026879236,0.41561598,0.0014559934,0.0005776789,0.00004387638,0.00040565056,0.031158568],"genre_scores_gemma":[0.99384224,0.00033925287,0.0004998025,0.0013015287,0.0012412509,0.000017518692,0.0005004133,0.000016879656,0.002241118],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989474,0.000092120514,0.00026945176,0.00022441367,0.00013773845,0.00032890105],"domain_scores_gemma":[0.9989833,0.00006844634,0.0002465508,0.00013112047,0.0005516485,0.000018934486],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006039322,0.00019298944,0.00014280505,0.00021376529,0.0003841265,0.00061944727,0.00010189364,0.00043456448,0.0005569542],"category_scores_gemma":[0.00043987783,0.00022798973,0.000039957773,0.0009936088,0.00013877354,0.0020865393,0.00001631112,0.00030355106,0.00014008812],"study_design_candidate":"theoretical_or_conceptual","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":[0.000069745736,0.00037519948,0.03487466,0.0002698445,0.000021674781,0.000034226792,0.00015834975,0.004426979,0.0121713905,0.8678841,0.025889587,0.05382426],"study_design_scores_gemma":[0.0007080989,0.000043526885,0.5787998,0.0004800611,0.00015601671,0.000027772201,0.00045122489,0.012155379,0.00074155076,0.040319312,0.36572555,0.00039171716],"about_ca_topic_score_codex":0.00081028824,"about_ca_topic_score_gemma":0.00018065394,"teacher_disagreement_score":0.8275648,"about_ca_system_score_codex":0.00021432662,"about_ca_system_score_gemma":0.0001599929,"threshold_uncertainty_score":0.92971516},"labels":[],"label_agreement":null},{"id":"W2045488595","doi":"10.5539/ijms.v5n6p37","title":"Coopetition, Resource-Based View and Legend: Cases of Christmas Tourism and City of Rovaniemi","year":2013,"lang":"en","type":"article","venue":"International Journal of Marketing Studies","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coopetition; Tourism; Business; Perspective (graphical); Resource (disambiguation); Marketing; Context (archaeology); Knowledge management; Political science; Economics; Computer science; Geography; Game theory","score_opus":0.029422866854462486,"score_gpt":0.2638233005380132,"score_spread":0.23440043368355068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045488595","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916989,0.0027314208,0.00009810993,0.0030512349,0.00023667606,0.000066353954,0.0000028317988,0.0000060205243,0.0021084335],"genre_scores_gemma":[0.9985126,0.00041258946,0.00030595605,0.0003207867,0.0004012648,0.00000200676,0.0000032021726,0.000006229786,0.00003535373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990259,0.00003088198,0.0005207975,0.00008289599,0.00026840201,0.000071114926],"domain_scores_gemma":[0.9965062,0.0003685435,0.0008948915,0.00004498797,0.002179445,0.0000059174863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011604725,0.00009279223,0.00023309774,0.00023764496,0.000060159924,0.000059743546,0.00011016947,0.000028951625,0.000071365255],"category_scores_gemma":[0.001161469,0.00007512001,0.000037721158,0.00014213232,0.00014028364,0.0005511049,0.00008706362,0.00008272927,6.218334e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0030316436,0.0007067747,0.79121345,0.004581711,0.0025726361,0.00017711404,0.0005379492,0.0003970368,0.011656958,0.020064985,0.058634374,0.10642535],"study_design_scores_gemma":[0.0019617956,0.000080551305,0.96279144,0.0027456824,0.00016393044,0.00009478115,0.0021883459,0.00049756473,0.0015554343,0.0022221163,0.025421856,0.00027651683],"about_ca_topic_score_codex":0.0001255861,"about_ca_topic_score_gemma":0.000010827155,"teacher_disagreement_score":0.17157796,"about_ca_system_score_codex":0.0000127317535,"about_ca_system_score_gemma":0.000017318434,"threshold_uncertainty_score":0.3063305},"labels":[],"label_agreement":null},{"id":"W2045496750","doi":"10.1016/j.jom.2014.04.001","title":"Toward a structural view of co‐opetition in supply networks","year":2014,"lang":"en","type":"article","venue":"Journal of Operations Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":217,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Archetype; Industrial organization; Business; Supply chain; Competition (biology); Supply network; Perspective (graphical); Network dynamics; Corporate governance; Relational view; Network governance; Task (project management); Network theory; Knowledge management; Microeconomics; Marketing; Computer science; Economics; Management","score_opus":0.019493358940915816,"score_gpt":0.24585865674880156,"score_spread":0.22636529780788575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045496750","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65261185,0.00039386598,0.17876725,0.009045776,0.0017453751,0.0009750219,0.0000021718206,0.000045715118,0.15641299],"genre_scores_gemma":[0.9974744,0.000052721403,0.0011778977,0.00074002886,0.00046381928,0.000005360159,0.000023019928,0.000008462617,0.00005429513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990085,0.000016933898,0.00059556914,0.000087000604,0.00017595207,0.00011606545],"domain_scores_gemma":[0.99924946,0.000009196128,0.00027978615,0.00010428578,0.0003513697,0.0000059023214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056112447,0.00009644708,0.00019101579,0.0004359806,0.00006874276,0.00016715648,0.00016040583,0.000036180234,0.0001965618],"category_scores_gemma":[0.000024918238,0.00008127719,0.000050064336,0.00059171044,0.000027347573,0.0014520594,0.00003766393,0.000118515614,0.000010477044],"study_design_candidate":"theoretical_or_conceptual","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":[0.000060610968,0.000105227475,0.006680374,0.00033595983,0.000053157222,0.000010817611,0.0000341084,0.16478878,0.00013648265,0.81146276,0.0023879905,0.0139436945],"study_design_scores_gemma":[0.0052037924,0.00017841494,0.36218557,0.0011606865,0.00027153397,0.000033869095,0.0009257134,0.4846536,0.00017453766,0.024822304,0.11970876,0.0006812186],"about_ca_topic_score_codex":0.00004708482,"about_ca_topic_score_gemma":0.000034873516,"teacher_disagreement_score":0.78664047,"about_ca_system_score_codex":0.000027959202,"about_ca_system_score_gemma":0.000009887023,"threshold_uncertainty_score":0.33143875},"labels":[],"label_agreement":null},{"id":"W2045618647","doi":"10.7202/038584ar","title":"Quand la PME bénéficie du bouche à oreille : l’effet combiné de la personnalité du dirigeant et de son réseau personnel","year":2009,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.0161785534714289,"score_gpt":0.2504523615512302,"score_spread":0.23427380807980128,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2045618647","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20941885,0.00074480416,0.018558122,0.12276816,0.0023824754,0.0005095449,0.000030162717,0.00025651793,0.6453314],"genre_scores_gemma":[0.9758509,0.0006981032,0.0008953492,0.012054146,0.0015435909,0.000037287344,0.0003578796,0.000049992424,0.008512749],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975873,0.0001379444,0.0005041914,0.00052890345,0.0006244796,0.00061716343],"domain_scores_gemma":[0.9988509,0.00013084048,0.0003540572,0.00025639357,0.00036578605,0.000042021118],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0022621814,0.00043349934,0.0002853049,0.0004938055,0.00040741905,0.0015839788,0.0006617529,0.0002508655,0.0017173293],"category_scores_gemma":[0.00016754275,0.00046724404,0.00019302162,0.0005979782,0.00019727483,0.0017164912,0.00024702,0.00043854245,0.00031051147],"study_design_candidate":"theoretical_or_conceptual","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":[0.00017709284,0.0011052019,0.039078128,0.0003711824,0.0003050499,0.00031499664,0.00085808564,0.0006868828,0.00013216482,0.87894195,0.065266326,0.012762927],"study_design_scores_gemma":[0.0027881472,0.000048059585,0.3120782,0.00059936004,0.00024649568,0.00006013637,0.0023899807,0.052733663,0.00003438672,0.01780511,0.6105246,0.0006918863],"about_ca_topic_score_codex":0.0008664502,"about_ca_topic_score_gemma":0.000034262015,"teacher_disagreement_score":0.86113685,"about_ca_system_score_codex":0.00039455603,"about_ca_system_score_gemma":0.00008357905,"threshold_uncertainty_score":0.9997779},"labels":[],"label_agreement":null},{"id":"W2047981966","doi":"10.7202/039550ar","title":"Quels modes de coordination dans les réseaux d’innovation centrés ?","year":2010,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.019443529524307057,"score_gpt":0.2513949757846883,"score_spread":0.23195144626038122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2047981966","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27267033,0.00015726982,0.104917616,0.06595347,0.011507733,0.00066308305,0.00003462324,0.00028177246,0.5438141],"genre_scores_gemma":[0.95994514,0.000076598284,0.003985214,0.0019020627,0.0028140638,0.00007092763,0.0009466184,0.00005239773,0.03020699],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99779326,0.000016617429,0.0006525268,0.00047680925,0.0005906847,0.00047013373],"domain_scores_gemma":[0.9979885,0.00002726185,0.00049584196,0.0002888363,0.0011824296,0.00001710697],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007880227,0.00033443992,0.00017737522,0.0009611936,0.00037804554,0.0010210472,0.0006054618,0.00025436244,0.0030694958],"category_scores_gemma":[0.00014176901,0.00039261184,0.00008639554,0.0014558596,0.00016021504,0.0032799556,0.00028303836,0.00046623795,0.0005533619],"study_design_candidate":"theoretical_or_conceptual","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":[0.000046954297,0.00034480312,0.042620722,0.0003542585,0.00016918185,0.000022543205,0.000057972626,0.0011011118,0.005577105,0.8714571,0.033057008,0.045191273],"study_design_scores_gemma":[0.0011476022,0.00001001455,0.10166631,0.00021219572,0.00013959476,0.000009513854,0.0007671929,0.10373135,0.0007055317,0.044007827,0.7470771,0.00052578805],"about_ca_topic_score_codex":0.0009168943,"about_ca_topic_score_gemma":0.00032060887,"teacher_disagreement_score":0.82744926,"about_ca_system_score_codex":0.00023171061,"about_ca_system_score_gemma":0.00004242276,"threshold_uncertainty_score":0.9998526},"labels":[],"label_agreement":null},{"id":"W2048334233","doi":"10.1108/sd-05-2014-0064","title":"Competitive analysis of a contact lens market","year":2014,"lang":"en","type":"article","venue":"Strategic Direction","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":"IBM (Canada)","funders":"","keywords":"Competitor analysis; Competition (biology); Contact lens; Competitive advantage; Market power; Market share; Industrial organization; Lens (geology); Bargaining power; Economics; Business; Marketing; Market economy; Microeconomics; Monopoly; Engineering","score_opus":0.02335880434619473,"score_gpt":0.2269979033694347,"score_spread":0.20363909902323998,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048334233","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2446501,0.000008286694,0.00041076695,0.00013374515,0.00029281346,0.00007071108,0.0000023420039,0.0000788486,0.7543524],"genre_scores_gemma":[0.9991445,0.000005452356,0.000027994669,0.00020834958,0.00028523686,0.0000070258484,0.000093129056,0.000008257667,0.00022004728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992826,0.00001645307,0.00024448484,0.00018285116,0.00014401067,0.00012957398],"domain_scores_gemma":[0.9992591,0.000029954086,0.00026342386,0.0001298968,0.0003136855,0.000003904965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034867707,0.000111212496,0.00023480534,0.00051140704,0.00008516087,0.00009519532,0.00006863577,0.00006211875,0.00080772745],"category_scores_gemma":[0.000031717373,0.00010392843,0.00009088926,0.002073585,0.000034052395,0.0007599292,0.000014695043,0.00007195579,0.000030168669],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000485632,0.00005656593,0.0053433357,0.000051143972,0.00020103436,3.9900127e-7,0.0000068844474,0.00015827433,0.0024818059,0.9900885,0.00026476572,0.0012987101],"study_design_scores_gemma":[0.00066286785,0.000043778382,0.8758011,0.00006180827,0.001196728,8.421345e-7,0.0005417595,0.04900053,0.0003483974,0.012580643,0.05939462,0.00036691353],"about_ca_topic_score_codex":0.00083557743,"about_ca_topic_score_gemma":0.0004663358,"teacher_disagreement_score":0.9775079,"about_ca_system_score_codex":0.000015093011,"about_ca_system_score_gemma":0.000011522556,"threshold_uncertainty_score":0.88440496},"labels":[],"label_agreement":null},{"id":"W2048393639","doi":"10.1300/j054v19n02_04","title":"Make versus Buy Philanthropy: Managing Firm-Cause Relationships for Strategic and Social Benefit","year":2008,"lang":"en","type":"article","venue":"Journal of Nonprofit & Public Sector Marketing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":12,"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 Calgary; Simon Fraser University","funders":"","keywords":"Corporate governance; Transaction cost; Business; Hierarchy; General partnership; Database transaction; Industrial organization; Sustainability; Conceptual framework; Marketing; Public relations; Economics; Finance; Market economy; Sociology; Political science","score_opus":0.14752035665393096,"score_gpt":0.2716164962033887,"score_spread":0.12409613954945772,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048393639","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9838587,0.0002293085,0.00042973587,0.006850172,0.000977332,0.00022379812,0.0000038764897,0.000059899707,0.0073671932],"genre_scores_gemma":[0.9952433,0.0000430057,0.0006994691,0.00030647742,0.003524568,0.000009673289,0.000031094707,0.00004255671,0.00009986147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982755,0.000040341463,0.00069709937,0.00023301203,0.0003673614,0.0003866608],"domain_scores_gemma":[0.9974905,0.00033967974,0.001067455,0.00011118776,0.0009677735,0.00002335083],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023574724,0.00022717268,0.00031815836,0.0005439227,0.001134915,0.00046587962,0.0002162493,0.00015198508,0.00016072542],"category_scores_gemma":[0.0005260439,0.00021425853,0.00012075288,0.0007158581,0.00010437348,0.002027384,0.00007220838,0.00043376687,0.000006156529],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.010181259,0.00066958874,0.5601222,0.003608079,0.0015371909,0.00029184532,0.0008209318,0.0003546041,0.0035733397,0.36146247,0.016030902,0.041347593],"study_design_scores_gemma":[0.011443361,0.00018357702,0.8980576,0.00043895375,0.00052090053,0.0003232977,0.0053676525,0.01594291,0.000032079388,0.012349033,0.053919934,0.00142075],"about_ca_topic_score_codex":0.000027366752,"about_ca_topic_score_gemma":0.000043147502,"teacher_disagreement_score":0.34911343,"about_ca_system_score_codex":0.00006812323,"about_ca_system_score_gemma":0.00008917521,"threshold_uncertainty_score":0.87372094},"labels":[],"label_agreement":null},{"id":"W2048535752","doi":"10.1111/1467-9310.00173","title":"Innovation and collaboration in the geographic information systems (GIS) industry: evidence from Canada and the United States","year":2000,"lang":"en","type":"article","venue":"R and D Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":16,"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":"Product (mathematics); Process (computing); Sample (material); Key (lock); Business; Product innovation; Association (psychology); Knowledge management; Location; Marketing; Geography; Computer science","score_opus":0.012841635554222323,"score_gpt":0.20897523119677494,"score_spread":0.19613359564255262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048535752","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9910582,0.00019636052,0.000073766096,0.006338418,0.0000767781,0.000511962,0.0000034102504,0.0000149543275,0.0017262057],"genre_scores_gemma":[0.99510187,0.00067465636,0.00000847085,0.0038573674,0.000067703164,0.0000550849,0.00020547574,0.0000029066646,0.000026481834],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993516,0.000023986115,0.00024923694,0.000102790225,0.0001776131,0.00009474308],"domain_scores_gemma":[0.9996109,0.00004875502,0.000118033306,0.00010103794,0.000118094475,0.0000031609188],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005618008,0.000091066984,0.00008081966,0.00022887417,0.00020117631,0.0007117806,0.00007078771,0.00004656195,0.000012361728],"category_scores_gemma":[0.000023303603,0.00005726306,0.000003206146,0.0017980979,0.00006128195,0.0015979669,0.00003315246,0.00010555908,0.0000014423878],"study_design_candidate":"observational","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":[0.0003997062,0.00003382552,0.14650117,0.00080106995,0.000080487946,0.00000733289,0.0011979175,0.0060783564,0.0000057629995,0.79579616,0.008418871,0.04067935],"study_design_scores_gemma":[0.0015887558,0.000007983458,0.8208252,0.00023346848,0.00006823555,0.0000012298995,0.007211552,0.039036833,0.0000012789072,0.0042821094,0.12654392,0.00019941918],"about_ca_topic_score_codex":0.54358494,"about_ca_topic_score_gemma":0.06604284,"teacher_disagreement_score":0.79151404,"about_ca_system_score_codex":0.000013208959,"about_ca_system_score_gemma":0.00001206944,"threshold_uncertainty_score":0.95099944},"labels":[],"label_agreement":null},{"id":"W2048829998","doi":"10.1145/1923947.1923949","title":"The evolution of the CASCON community","year":2010,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"IBM; Social network analysis; Realm; Computer science; Context (archaeology); Social network (sociolinguistics); Focus (optics); Order (exchange); Problem statement; Data science; Collaborative network; Statement (logic); World Wide Web; Knowledge management; Management science; Political science; Engineering; Social media; Business","score_opus":0.017029888938795958,"score_gpt":0.21423083627730882,"score_spread":0.19720094733851287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2048829998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8617363,0.000005452728,0.00018361269,0.0034342052,0.00066266855,0.00007690806,1.7933169e-7,0.000025333347,0.13387533],"genre_scores_gemma":[0.99901867,3.5277495e-7,0.000011228415,0.00040970725,0.0001924759,0.0000018176909,0.0000016865159,0.0000026378832,0.00036139722],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99969715,0.0000079246265,0.000110910165,0.000032868847,0.00008158335,0.00006955927],"domain_scores_gemma":[0.9994039,0.000026396649,0.000107898304,0.00026769523,0.00019313289,9.72553e-7],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004156446,0.000041888994,0.00003629671,0.000023030685,0.0005808004,0.000073149095,0.00024331766,0.000035246994,0.00006120714],"category_scores_gemma":[0.00010742383,0.000020089026,0.000022932398,0.00038214956,0.00008968237,0.00038262215,0.00006305036,0.0002445502,0.00002042486],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000055906853,0.000021770218,0.01098147,0.00001036127,0.0000023478176,1.5482543e-8,0.000007467845,0.000003967928,0.012689194,0.97265685,0.0014898287,0.0021311333],"study_design_scores_gemma":[0.00017053439,0.0000031012612,0.9003262,0.00000971612,0.000013081998,7.3607924e-7,0.00062685594,0.0015292782,0.0011756758,0.06029885,0.035768986,0.000077004945],"about_ca_topic_score_codex":0.0033230544,"about_ca_topic_score_gemma":0.002322846,"teacher_disagreement_score":0.912358,"about_ca_system_score_codex":0.0000060395473,"about_ca_system_score_gemma":0.000014405072,"threshold_uncertainty_score":0.50234866},"labels":[],"label_agreement":null},{"id":"W2049395232","doi":"10.7202/1015802ar","title":"La compétence relationnelle de l’entreprise","year":2013,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.01706904090326176,"score_gpt":0.23308466096868252,"score_spread":0.21601562006542077,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2049395232","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6481183,0.0010854178,0.021420086,0.28226736,0.00117564,0.0006111567,0.000024059933,0.00025329104,0.045044705],"genre_scores_gemma":[0.8241334,0.011838914,0.018560773,0.0055776383,0.002268896,0.00028096244,0.00051625335,0.00013306485,0.1366901],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9975327,0.00031562132,0.0007962202,0.0006620812,0.00020903858,0.00048431905],"domain_scores_gemma":[0.9941229,0.0037642706,0.0007492905,0.00045478658,0.0008333869,0.00007532823],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015463063,0.0004049227,0.00033210678,0.00045257047,0.00018042896,0.0013636413,0.00045279923,0.0004848146,0.006758982],"category_scores_gemma":[0.004295574,0.0005015089,0.00018885029,0.00045486313,0.00024793405,0.0041266684,0.00027507418,0.0008797236,0.0044973446],"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":[0.00007695194,0.00078489666,0.24887082,0.00061216124,0.00017608107,0.00008743768,0.00040975466,0.066873446,0.00048519069,0.5196949,0.057484794,0.10444356],"study_design_scores_gemma":[0.0013368593,0.0000137338975,0.44013345,0.0013463342,0.000108526794,0.00016820288,0.00019506467,0.15384495,0.00006417148,0.08778198,0.3143768,0.000629922],"about_ca_topic_score_codex":0.0019528457,"about_ca_topic_score_gemma":0.00008660394,"teacher_disagreement_score":0.43191293,"about_ca_system_score_codex":0.00058394385,"about_ca_system_score_gemma":0.0002159604,"threshold_uncertainty_score":0.99974364},"labels":[],"label_agreement":null},{"id":"W2050005613","doi":"10.7202/1008708ar","title":"Évolution des relations coopétitives et rationalités des acteurs dans les écosystèmes d'innovation","year":2012,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science","score_opus":0.056550422480629546,"score_gpt":0.2807050156661221,"score_spread":0.22415459318549255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050005613","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3152719,0.0017927054,0.17732906,0.013944136,0.006879824,0.0007028736,0.00008043075,0.00027656264,0.4837225],"genre_scores_gemma":[0.9549587,0.0003460287,0.0050711907,0.0009970764,0.0022743323,0.000119162396,0.002360261,0.000054367134,0.033818908],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9976154,0.0000634745,0.0007796342,0.0003845027,0.0006198699,0.0005371337],"domain_scores_gemma":[0.9976354,0.00008461452,0.0005592847,0.0002157892,0.0014808652,0.000024030353],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011757477,0.00037172477,0.00019654186,0.0009938466,0.0007907765,0.00071887026,0.00034935653,0.00019071465,0.0027977624],"category_scores_gemma":[0.00033031622,0.00042284688,0.00010261322,0.0020029282,0.0004739115,0.0099848425,0.00024013955,0.00026827585,0.00095403864],"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":[0.00003667653,0.00041519682,0.28777367,0.00032243622,0.00023857171,0.0000029371008,0.0002774532,0.0006330986,0.00019681668,0.6823966,0.0075165825,0.020189958],"study_design_scores_gemma":[0.0005523625,0.000009417676,0.6750094,0.00043172887,0.00014901391,0.00000702054,0.001355815,0.0024953594,0.00006150241,0.032517157,0.28704315,0.00036803648],"about_ca_topic_score_codex":0.00090666837,"about_ca_topic_score_gemma":0.00039275762,"teacher_disagreement_score":0.64987946,"about_ca_system_score_codex":0.0006108276,"about_ca_system_score_gemma":0.000045040913,"threshold_uncertainty_score":0.9998238},"labels":[],"label_agreement":null},{"id":"W2050832178","doi":"10.3917/mav.011.0119","title":"Les moyennes entreprises pratiquent-elles le marketing ? Une exploration franco-québécoise","year":2007,"lang":"fr","type":"article","venue":"Management & Avenir","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"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","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.022639042416512822,"score_gpt":0.2380289285644989,"score_spread":0.21538988614798607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2050832178","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14657503,0.0076813614,0.09956138,0.077492885,0.0060501248,0.0026162819,0.00001230049,0.0008426054,0.659168],"genre_scores_gemma":[0.95892966,0.00109338,0.0022647472,0.0014722438,0.0021077397,0.000082380655,0.00028673737,0.00011054898,0.033652537],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99657965,0.000079245736,0.001088699,0.00080739096,0.0005650796,0.0008799286],"domain_scores_gemma":[0.99798995,0.00013141909,0.00078713085,0.00053891,0.0005150118,0.000037565875],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023143492,0.0005925423,0.00043129743,0.00071681995,0.000859377,0.00085125794,0.00042128545,0.00028764017,0.00091264886],"category_scores_gemma":[0.000154351,0.00067016954,0.0001829227,0.0021951739,0.00020102519,0.0046099457,0.00034119515,0.00034684752,0.0006738407],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00039923008,0.00079988834,0.010252029,0.0036012395,0.00030303994,0.00021358515,0.00031845187,0.0010171281,0.00037682,0.59454024,0.02445448,0.36372387],"study_design_scores_gemma":[0.0014026046,0.000022861283,0.053151418,0.0010746054,0.00031110094,0.000003871356,0.0066019213,0.0020475606,0.00054421305,0.008849706,0.9250636,0.000926554],"about_ca_topic_score_codex":0.006653024,"about_ca_topic_score_gemma":0.0044033527,"teacher_disagreement_score":0.9006091,"about_ca_system_score_codex":0.00015331214,"about_ca_system_score_gemma":0.000041306146,"threshold_uncertainty_score":0.99996173},"labels":[],"label_agreement":null},{"id":"W2051411800","doi":"10.1080/00207540310001614187","title":"Book Review of <i>Supply Chain Networks and Business Process Orientation: Advanced Strategies and Best Practices</i>. By K. McCormack, W. C. Johnson and W. T. Walker (CRC Press, Tampa, 2002), xix + 219 pp., US$59.95, £38.99 (hbk), ISBN 1-57444-327-5","year":2004,"lang":"en","type":"article","venue":"International Journal of Production Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Saskatchewan","funders":"","keywords":"Supply chain; Orientation (vector space); Process (computing); Chain (unit); Philosophy; Sociology; Management; Business; Computer science; Economics; Marketing; Mathematics; Physics","score_opus":0.04133059461015256,"score_gpt":0.35422986354536784,"score_spread":0.3128992689352153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2051411800","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24731365,0.65775365,0.002204603,0.08372637,0.0029219436,0.001875733,0.000022869915,0.000059645743,0.004121526],"genre_scores_gemma":[0.30697376,0.6832452,0.0005654972,0.0027638248,0.0045176093,0.000063824715,0.00014439209,0.00007011514,0.0016557992],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99729353,0.00006266329,0.00081479625,0.00039475068,0.0011568206,0.00027744425],"domain_scores_gemma":[0.991318,0.00006514268,0.0015091873,0.00015551972,0.006914489,0.00003768468],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017606214,0.00022141448,0.0003213026,0.0003389311,0.00022783026,0.00064460904,0.00028787105,0.000103822975,0.00019581808],"category_scores_gemma":[0.0009217508,0.00019506598,0.000034667,0.0009316779,0.00033257267,0.008219018,0.00012886048,0.0005552596,0.000005683324],"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":[0.0047118277,0.0024573607,0.006975262,0.022129454,0.0007632288,0.00014157585,0.0005857336,0.017116213,0.015572004,0.016674545,0.83696234,0.07591044],"study_design_scores_gemma":[0.0027359829,0.00019181143,0.005302823,0.0069265417,0.00011974879,0.000378959,0.001099071,0.00073956815,0.0016673787,0.0020096912,0.9783696,0.0004588403],"about_ca_topic_score_codex":0.0003422621,"about_ca_topic_score_gemma":0.000022829252,"teacher_disagreement_score":0.14140724,"about_ca_system_score_codex":0.000069560694,"about_ca_system_score_gemma":0.0002370044,"threshold_uncertainty_score":0.79545593},"labels":[],"label_agreement":null},{"id":"W2052388953","doi":"10.2139/ssrn.2184523","title":"When Gray is Good: Complementary Goods and Emerging Markets","year":2012,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Gray (unit); Business; Economics; Medicine","score_opus":0.014117719551183036,"score_gpt":0.23760498970336366,"score_spread":0.22348727015218062,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052388953","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9523848,0.0040346966,0.004752688,0.012061655,0.0010603498,0.0002200261,0.0000022943595,0.000098104545,0.02538537],"genre_scores_gemma":[0.9947518,0.000386749,0.00011166918,0.0021786992,0.0021092102,0.0000032977568,0.000021368143,0.000025042753,0.0004121669],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99771285,0.000014385193,0.00028546638,0.00014280935,0.00021495277,0.0016295515],"domain_scores_gemma":[0.9995414,0.000011827623,0.00023382217,0.00010370642,0.00009190879,0.000017335762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001621923,0.00017315034,0.00014797963,0.00021387532,0.0004220735,0.00020392926,0.00015468255,0.00005370828,0.0005509125],"category_scores_gemma":[0.000015561282,0.00015421104,0.000047478017,0.00030027353,0.00003317094,0.002508152,0.00008008774,0.00072902796,0.000057048695],"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":[0.000055820117,0.0000884755,0.24902898,0.00005150482,0.00014850174,0.0000012626318,0.00010636104,0.0000012480541,0.00038321674,0.6963192,0.0058490336,0.047966383],"study_design_scores_gemma":[0.0019173793,0.00004283344,0.16900735,0.00007242457,0.00020169963,0.00024583132,0.003419296,0.0005231695,0.00007977987,0.42282608,0.4009534,0.0007107468],"about_ca_topic_score_codex":0.00022318157,"about_ca_topic_score_gemma":0.00015044589,"teacher_disagreement_score":0.39510438,"about_ca_system_score_codex":0.00012869007,"about_ca_system_score_gemma":0.00010073141,"threshold_uncertainty_score":0.62885433},"labels":[],"label_agreement":null},{"id":"W2052412225","doi":"10.1111/j.1540-5885.2009.00665.x","title":"Exploring Correlates of Product Launch in Collaborative Ventures: An Empirical Investigation of Pharmaceutical Alliances","year":2009,"lang":"en","type":"article","venue":"Journal of Product Innovation Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Business; Marketing; Product (mathematics); General partnership; Multinomial logistic regression; New Ventures; New product development; Asset (computer security); Industrial organization; Pharmaceutical industry; Entrepreneurship; Finance","score_opus":0.1346190255359761,"score_gpt":0.33696684428841367,"score_spread":0.20234781875243757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052412225","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99265164,0.00018348832,0.0003218204,0.005154434,0.0005307986,0.0004112964,0.0000011485085,0.000016095979,0.00072925125],"genre_scores_gemma":[0.99712247,0.000106336316,0.001584815,0.00048689893,0.000630782,0.0000088855495,0.000034995177,0.000007667826,0.00001715697],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99776876,0.000037223566,0.001297094,0.00022453754,0.00050781405,0.00016454821],"domain_scores_gemma":[0.99619925,0.000016941518,0.0015264093,0.00015759216,0.0020910406,0.000008759045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016854936,0.00016275828,0.0003128017,0.0010261211,0.000052183797,0.00006417495,0.00021770476,0.00003565362,0.000028650531],"category_scores_gemma":[0.00020477104,0.00013300907,0.000032241587,0.005569464,0.00006620141,0.0035210687,0.00003534169,0.00023349375,0.000002166106],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019786234,0.0022591702,0.40191808,0.0027313614,0.00033010182,0.000044662764,0.0015903043,0.011684755,0.12487208,0.25905898,0.0042414004,0.18929048],"study_design_scores_gemma":[0.0015096416,0.0002188861,0.9411599,0.00063257007,0.000103980856,0.0000037050027,0.001194253,0.0010715585,0.029015448,0.014059854,0.010721944,0.000308259],"about_ca_topic_score_codex":0.000006924755,"about_ca_topic_score_gemma":0.0000034606053,"teacher_disagreement_score":0.5392418,"about_ca_system_score_codex":0.000050855782,"about_ca_system_score_gemma":0.00005387165,"threshold_uncertainty_score":0.5423953},"labels":[],"label_agreement":null},{"id":"W2052464377","doi":"10.1057/palgrave.emr.1500074","title":"The emergence and growth of an improbable laboratory in economics and management: the case of BETA","year":2007,"lang":"en","type":"article","venue":"European Management Review","topic":"Business Strategy and Innovation","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":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Institution; TRACE (psycholinguistics); Representation (politics); Sociology; Production (economics); Unit (ring theory); Knowledge management; Computer science; Data science; Management; Epistemology; Psychology; Political science; Social science; Economics; Mathematics education; Linguistics; Microeconomics; Law","score_opus":0.014452980389614515,"score_gpt":0.22524175751268793,"score_spread":0.21078877712307342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2052464377","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57157826,0.06268268,0.0004458111,0.0037810404,0.00045718392,0.0032952651,0.0000067605843,0.000071794835,0.35768119],"genre_scores_gemma":[0.81018907,0.1876879,0.00029803574,0.0015475707,0.00009860907,0.000011219986,0.000010840865,0.000026712416,0.00013001688],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990139,0.000041082905,0.0005146499,0.00020381129,0.000064036,0.00016250326],"domain_scores_gemma":[0.9992218,0.000019105806,0.0003474122,0.00031077318,0.00009355462,0.0000073747055],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031332923,0.00012710616,0.00016532218,0.00011319721,0.00014427904,0.00006949641,0.00023782134,0.00001182377,0.0000112343705],"category_scores_gemma":[0.000013517353,0.00008357868,0.000021155402,0.00067324965,0.00011615398,0.00056589075,0.00026715512,0.00006511523,0.0000064821943],"study_design_candidate":"theoretical_or_conceptual","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":[0.000015992524,0.000045029417,0.0016658347,0.0070868796,0.000047793037,0.0001405387,0.000015574664,0.000007005234,0.0000068511354,0.76798844,0.00071515073,0.22226493],"study_design_scores_gemma":[0.0015199285,0.000055272685,0.33794534,0.0034501902,0.00069409347,0.000037993286,0.0013504323,0.0009752256,0.000052396274,0.005685472,0.64747924,0.00075443584],"about_ca_topic_score_codex":0.00007896262,"about_ca_topic_score_gemma":0.0001489624,"teacher_disagreement_score":0.76230294,"about_ca_system_score_codex":0.0000050466997,"about_ca_system_score_gemma":0.0000021612077,"threshold_uncertainty_score":0.34082395},"labels":[],"label_agreement":null},{"id":"W2053645512","doi":"10.3166/ria.24.625-648","title":"Accroche-toi au niveau, j'enlève l'échelle. Eléments d'analyse des aspects multiniveaux dans la simulation à base d'agents","year":2010,"lang":"fr","type":"article","venue":"Revue d intelligence artificielle","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Discipline; Field (mathematics); Order (exchange); Management science; Mathematics; Sociology; Engineering; Pure mathematics","score_opus":0.05140362911280321,"score_gpt":0.28826880967487256,"score_spread":0.23686518056206934,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2053645512","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8596502,0.000522886,0.06671734,0.0022290603,0.0035443,0.0007833429,0.000022428881,0.00020754995,0.066322915],"genre_scores_gemma":[0.98550856,0.00009202904,0.0012278443,0.00040459717,0.0015677188,0.000031037867,0.00015583388,0.00009643734,0.010915962],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9964148,0.000083457424,0.0011422685,0.00096627977,0.0004226933,0.0009705261],"domain_scores_gemma":[0.99685013,0.0003033476,0.00074579264,0.0008331037,0.0011746127,0.00009300111],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011727414,0.00063339656,0.00049565465,0.0005385609,0.0010237228,0.00073690276,0.0006746852,0.0005537427,0.004103766],"category_scores_gemma":[0.0009916663,0.0007089833,0.0002733377,0.0024535845,0.00074879185,0.0024418642,0.00029725657,0.00088390976,0.003806996],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026789453,0.0027693063,0.048917796,0.0023891814,0.00035236005,0.00029269254,0.0055128965,0.5927601,0.06894526,0.11333447,0.0017790117,0.16267902],"study_design_scores_gemma":[0.0002777501,0.000039032682,0.012535469,0.0005942353,0.0002869245,0.000019365056,0.0045151245,0.9124833,0.02555891,0.0076083117,0.035202675,0.0008789559],"about_ca_topic_score_codex":0.002348277,"about_ca_topic_score_gemma":0.0013890716,"teacher_disagreement_score":0.31972313,"about_ca_system_score_codex":0.00022260981,"about_ca_system_score_gemma":0.00021392846,"threshold_uncertainty_score":0.99953616},"labels":[],"label_agreement":null},{"id":"W2054111624","doi":"10.7202/1008503ar","title":"Les stratégies d’alliances des TPE artisanales","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Alliance; Political science; Philosophy; Law","score_opus":0.036878583129999684,"score_gpt":0.2669569464481213,"score_spread":0.2300783633181216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054111624","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83896506,0.009459586,0.007012953,0.10981,0.0017929524,0.00029943502,0.000041927615,0.00020187577,0.0324162],"genre_scores_gemma":[0.91569555,0.01624447,0.010030949,0.0013264185,0.0036194816,0.00008762672,0.00030834536,0.0000740498,0.052613128],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9980411,0.00016225743,0.00065358065,0.0004291607,0.00018429036,0.00052960095],"domain_scores_gemma":[0.9966467,0.0018692247,0.00060852064,0.00028436762,0.00053164014,0.0000595448],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013270554,0.0003812611,0.00030975172,0.00036327116,0.00021613145,0.00097325345,0.00032882672,0.00031627205,0.0029764157],"category_scores_gemma":[0.0025204795,0.00044794197,0.00017015857,0.00036370833,0.00036602066,0.00570618,0.00016739409,0.00052398193,0.0009915476],"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":[0.000052212858,0.00041118506,0.38255832,0.0005844835,0.00012315324,0.000014425884,0.00019538052,0.010025112,0.00014962064,0.48002586,0.0052386206,0.120621614],"study_design_scores_gemma":[0.0005317287,0.000012116726,0.6063558,0.0012416973,0.000116243995,0.00006392675,0.00024304824,0.006579885,0.00012142943,0.023620434,0.3606414,0.00047232662],"about_ca_topic_score_codex":0.001771772,"about_ca_topic_score_gemma":0.000540355,"teacher_disagreement_score":0.45640543,"about_ca_system_score_codex":0.0003836305,"about_ca_system_score_gemma":0.000097011376,"threshold_uncertainty_score":0.9997972},"labels":[],"label_agreement":null},{"id":"W2054569247","doi":"10.3917/riges.291.0067","title":"Faut-il investir dans une université corporative?","year":2004,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.021222820966325433,"score_gpt":0.20105318626087998,"score_spread":0.17983036529455454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2054569247","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5991958,0.0017982513,0.029778332,0.30674773,0.0050588804,0.000578789,0.000020365069,0.00042470946,0.05639719],"genre_scores_gemma":[0.9889588,0.00010916988,0.0006236662,0.0010061568,0.00092166354,0.0000052340133,0.00030949453,0.000028889535,0.008036922],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988834,0.000017179931,0.0002742417,0.00031014564,0.0002128388,0.00030214564],"domain_scores_gemma":[0.99897623,0.000013129956,0.0003236515,0.00018660915,0.00048166935,0.000018735378],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022280723,0.00023915076,0.00017297243,0.00022537529,0.00038821102,0.00022917915,0.00015359158,0.00026421782,0.00022011485],"category_scores_gemma":[0.00008250934,0.00027271803,0.00005043099,0.0019910578,0.00023670985,0.003060603,0.00007047175,0.00027943833,0.0010571985],"study_design_candidate":"theoretical_or_conceptual","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":[0.000047106652,0.00017566193,0.0090045305,0.0003189242,0.000029685982,0.00005527501,0.00021912155,0.008319695,0.0025348563,0.9610592,0.0053990767,0.012836879],"study_design_scores_gemma":[0.0023561707,0.000074019015,0.4570217,0.0010841729,0.00026434154,0.000024064651,0.0012042951,0.0026274696,0.00093708205,0.11534652,0.41825154,0.000808604],"about_ca_topic_score_codex":0.005410845,"about_ca_topic_score_gemma":0.0006766969,"teacher_disagreement_score":0.84571266,"about_ca_system_score_codex":0.00023115103,"about_ca_system_score_gemma":0.00011089658,"threshold_uncertainty_score":0.9999725},"labels":[],"label_agreement":null},{"id":"W2056214914","doi":"10.1007/s10957-008-9454-7","title":"Advertising Strategies in a Differential Game with Negative Competitor’s Interference","year":2008,"lang":"en","type":"article","venue":"Journal of Optimization Theory and Applications","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":43,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal","funders":"","keywords":"Goodwill; Differential game; Nash equilibrium; Advertising; Stochastic game; Differential (mechanical device); Strategy; Stock (firearms); Mathematical economics; Economics; Microeconomics; Game theory; Mathematics; Business; Mathematical optimization","score_opus":0.011663429201388879,"score_gpt":0.2236923759240588,"score_spread":0.21202894672266992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056214914","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1833927,0.000038498587,0.8129537,0.00020350117,0.000041446576,0.0001303462,5.407525e-7,0.000014111629,0.003225145],"genre_scores_gemma":[0.99765897,0.000050931096,0.0018569637,0.00011567263,0.00026309054,0.000011888062,0.000007188459,0.0000075719167,0.000027752756],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9994448,0.000017108938,0.00028098992,0.00008810451,0.0000913739,0.000077630124],"domain_scores_gemma":[0.9992171,0.000051162595,0.00034951215,0.0000607007,0.00031395358,0.0000075533585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015539989,0.00008635879,0.00013027019,0.00021848464,0.00012705021,0.000109641434,0.00008668293,0.000034699264,0.000086991844],"category_scores_gemma":[0.000024404088,0.00006720761,0.000016892014,0.00046633199,0.000119334996,0.0015101165,0.000018610981,0.0001246997,0.0000021098513],"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":[0.0004435375,0.00017923712,0.004105631,0.000057706176,0.00002598061,0.0000067410533,0.00026709496,0.14892806,0.0004350852,0.843709,0.0000330928,0.0018088565],"study_design_scores_gemma":[0.015292866,0.00050489383,0.3443722,0.002105022,0.0005016301,0.0008798571,0.020369649,0.21066277,0.001542044,0.39220974,0.00913021,0.002429095],"about_ca_topic_score_codex":0.000009032373,"about_ca_topic_score_gemma":0.0000053919834,"teacher_disagreement_score":0.8142662,"about_ca_system_score_codex":0.000011983805,"about_ca_system_score_gemma":0.000041424304,"threshold_uncertainty_score":0.2740647},"labels":[],"label_agreement":null},{"id":"W2056304345","doi":"10.3917/riges.282.0058","title":"Introduction au dossier sur le marketing des produits de haute technologie","year":2003,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.02493780587496591,"score_gpt":0.2112905573421162,"score_spread":0.18635275146715027,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2056304345","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8120006,0.0040062536,0.010976381,0.15978219,0.0043719113,0.00048641564,0.0000018692158,0.0004835115,0.007890876],"genre_scores_gemma":[0.9850797,0.00023510879,0.0026035141,0.00017977691,0.0036110927,0.000032968448,0.00005090608,0.000037282323,0.00816965],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984608,0.00007673426,0.0003442692,0.00042046575,0.00016224525,0.00053544785],"domain_scores_gemma":[0.99877274,0.000032059655,0.00028973763,0.00026162475,0.00063226325,0.000011576974],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023546324,0.0002253406,0.00017004611,0.0002822185,0.0005913038,0.00034566066,0.000117198746,0.00036146244,0.00032890643],"category_scores_gemma":[0.003925129,0.00025251936,0.00004459229,0.001741566,0.00021694585,0.002862206,0.000046333476,0.00034972775,0.00024591325],"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":[0.00011190097,0.000508677,0.10154854,0.0029340577,0.000063689746,0.000020382824,0.00009242105,0.0058290036,0.011906376,0.40510002,0.02768204,0.44420287],"study_design_scores_gemma":[0.00058892486,0.000015529844,0.42718136,0.00056603877,0.000094217445,0.000048871003,0.00018690256,0.003582397,0.0038452332,0.008371703,0.55507493,0.00044389942],"about_ca_topic_score_codex":0.0007477572,"about_ca_topic_score_gemma":0.000088259665,"teacher_disagreement_score":0.52739286,"about_ca_system_score_codex":0.0002946357,"about_ca_system_score_gemma":0.00020775272,"threshold_uncertainty_score":0.9999927},"labels":[],"label_agreement":null},{"id":"W2057421409","doi":"10.1111/j.1936-4490.2000.tb00221.x","title":"The JV Dilemma: Cooperating and Competing in Joint Ventures","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":49,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Dilemma; Joint venture; Business administration; Political science; Humanities; Management; Business; Economics; Philosophy","score_opus":0.0767281719247966,"score_gpt":0.28376717744839475,"score_spread":0.20703900552359816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057421409","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9799578,0.0002937218,0.00004104721,0.0035497225,0.00029300008,0.00014108456,0.0000040488,0.0000065063246,0.015713032],"genre_scores_gemma":[0.99831617,0.000024894302,0.00075227633,0.0004442486,0.00038081958,0.000005095903,0.0000030207118,0.000006685652,0.00006679706],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99817705,0.00006106885,0.0006501534,0.00028289907,0.00016947516,0.00065937167],"domain_scores_gemma":[0.99883807,0.00012962596,0.00043945966,0.000091889786,0.00036163966,0.00013933414],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0033484187,0.00017904157,0.00020699744,0.0004118553,0.0028285484,0.0017626007,0.00047634338,0.000068314104,0.00014723832],"category_scores_gemma":[0.00082029984,0.00013862124,0.000044673787,0.0017900749,0.0032087911,0.0021887606,0.000012411174,0.00026306932,0.0000044917606],"study_design_candidate":"observational","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":[0.00013083547,0.00008536704,0.1643086,0.00023145872,0.000034039454,0.00078182964,0.0074577653,0.007966125,0.0017306921,0.76696306,0.00055200217,0.04975821],"study_design_scores_gemma":[0.0018373808,0.0031898823,0.71528417,0.0020870597,0.00010607265,0.0036016596,0.05923656,0.055652644,0.0010083196,0.10475908,0.051358905,0.0018782703],"about_ca_topic_score_codex":0.012948557,"about_ca_topic_score_gemma":0.5326917,"teacher_disagreement_score":0.662204,"about_ca_system_score_codex":0.00021173201,"about_ca_system_score_gemma":0.0021487777,"threshold_uncertainty_score":0.9995039},"labels":[],"label_agreement":null},{"id":"W2057963319","doi":"10.7202/1015405ar","title":"Les modes de coordination comme analyseurs des relations siège-filiales : une étude de dix firmes multinationales françaises","year":2013,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.04960708433782821,"score_gpt":0.2783746869724803,"score_spread":0.2287676026346521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2057963319","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5861699,0.0026495513,0.12037483,0.08857735,0.0016635475,0.0012331544,0.00008074186,0.0004332257,0.19881767],"genre_scores_gemma":[0.9673831,0.0002604402,0.01049814,0.0012118522,0.00085168966,0.00024738582,0.0009497731,0.000056283337,0.018541371],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99759334,0.000052489904,0.0007266812,0.0004802602,0.00059583155,0.00055138284],"domain_scores_gemma":[0.9977355,0.00016384838,0.00049862964,0.0002502394,0.0013135625,0.00003821141],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005909163,0.00040551712,0.0002650954,0.0009076547,0.00086588826,0.0011508815,0.0006190726,0.00021291581,0.00427741],"category_scores_gemma":[0.000257904,0.0004576223,0.00016961078,0.0012107595,0.00041056125,0.004344558,0.00029070338,0.00028382603,0.0008511332],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028980507,0.0005953324,0.35578674,0.00046552424,0.00047711632,0.000013245004,0.00020993398,0.013436954,0.00018371803,0.5505324,0.030031068,0.04823901],"study_design_scores_gemma":[0.00083312334,0.000011926744,0.7037606,0.00039926975,0.00023065582,0.000004510351,0.0013904581,0.18143748,0.00006393413,0.04306718,0.06836649,0.0004343336],"about_ca_topic_score_codex":0.011035102,"about_ca_topic_score_gemma":0.00128674,"teacher_disagreement_score":0.5074652,"about_ca_system_score_codex":0.0004933185,"about_ca_system_score_gemma":0.000044744254,"threshold_uncertainty_score":0.9999268},"labels":[],"label_agreement":null},{"id":"W2058646611","doi":"10.1300/j179v04n03_02","title":"The Impact of Shared IT on Efficiency and Learning","year":2005,"lang":"en","type":"article","venue":"Journal of Internet Commerce","topic":"Business Strategy and Innovation","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":"HEC Montréal","funders":"","keywords":"Contradiction; Context (archaeology); Business; Key (lock); Knowledge management; Industrial organization; Computer science","score_opus":0.024286862634648805,"score_gpt":0.2762610350532361,"score_spread":0.2519741724185873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2058646611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9837852,0.000101816775,0.00038844623,0.003649535,0.00010265955,0.00003290394,1.8035426e-7,0.000005383521,0.01193386],"genre_scores_gemma":[0.9987766,0.000021020323,0.00003110551,0.00046389518,0.0003860145,2.7047196e-7,9.786681e-7,0.000006212428,0.0003139079],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99939716,0.000012560699,0.0003213039,0.000047436526,0.00012816578,0.000093374816],"domain_scores_gemma":[0.9990473,0.00007898646,0.0005226496,0.000058024565,0.00028761107,0.000005431363],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051399315,0.00007382527,0.00011729211,0.000121091565,0.00007880125,0.00015044678,0.00016864616,0.00002797794,0.00011911859],"category_scores_gemma":[0.00019372419,0.000042438493,0.0000635783,0.00018669161,0.00003886586,0.000574156,0.000040866802,0.0002690902,0.000015287365],"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":[0.0028479034,0.0011169079,0.21483307,0.0002825518,0.0005548206,0.000027632535,0.0017662585,0.041007526,0.009161814,0.06634001,0.27655482,0.3855067],"study_design_scores_gemma":[0.0023770635,0.0007114389,0.7000103,0.0009438758,0.00007455752,0.0000858038,0.0011418449,0.10704294,0.00046033846,0.0006118827,0.18615629,0.00038366712],"about_ca_topic_score_codex":0.000116749965,"about_ca_topic_score_gemma":0.0000098230275,"teacher_disagreement_score":0.48517722,"about_ca_system_score_codex":0.000020324993,"about_ca_system_score_gemma":0.000012007649,"threshold_uncertainty_score":0.17305915},"labels":[],"label_agreement":null},{"id":"W2059645402","doi":"10.7202/004937ar","title":"L'émergence, les modèles de réduction et le mental","year":2002,"lang":"fr","type":"article","venue":"Philosophiques","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.21569975745829825,"score_gpt":0.3063511099475252,"score_spread":0.09065135248922693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059645402","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08468107,0.05814317,0.0014818214,0.6161167,0.0034188977,0.00045419854,0.000020514466,0.0005024393,0.2351812],"genre_scores_gemma":[0.9819627,0.0038007624,0.0006097211,0.005470269,0.006083649,0.000026494015,0.000085054766,0.000047540932,0.0019138299],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986941,0.000040897576,0.0003597489,0.00033234808,0.00020692774,0.00036595215],"domain_scores_gemma":[0.9992385,0.00001477571,0.00023718544,0.00019136336,0.0003004401,0.000017717399],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00032373398,0.0002771027,0.0002040527,0.00025730746,0.0004049816,0.0003007788,0.00018638391,0.00021415456,0.0021459644],"category_scores_gemma":[0.000062848616,0.00031129867,0.0000926986,0.00068243506,0.00019354194,0.0037787864,0.000087420565,0.0002746254,0.0005354386],"study_design_candidate":"theoretical_or_conceptual","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":[0.000021529475,0.00044838447,0.0028417252,0.00037507314,0.000048610233,0.000008940873,0.00011655651,0.00014950524,0.0015522694,0.9141159,0.062605545,0.017715931],"study_design_scores_gemma":[0.0006044819,0.000034890803,0.00689276,0.00041282215,0.00009369801,0.000020100517,0.0002270631,0.025937678,0.0009609332,0.25386372,0.7102659,0.0006859924],"about_ca_topic_score_codex":0.0016261127,"about_ca_topic_score_gemma":0.000063015716,"teacher_disagreement_score":0.8972816,"about_ca_system_score_codex":0.000075953685,"about_ca_system_score_gemma":0.00002207094,"threshold_uncertainty_score":0.9999339},"labels":[],"label_agreement":null},{"id":"W2059810202","doi":"10.7202/055516ar","title":"L'entreprise de communication de masse","year":2005,"lang":"fr","type":"article","venue":"Recherches sociographiques","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.08042987610660647,"score_gpt":0.31425961749783804,"score_spread":0.23382974139123158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059810202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6378908,0.06268295,0.0046664444,0.25547758,0.00032764577,0.00045814848,0.000006420918,0.0006461349,0.03784387],"genre_scores_gemma":[0.9363893,0.021501616,0.029329617,0.006106653,0.0017139622,0.00005963666,0.00010266093,0.000068488574,0.0047280123],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982705,0.0002622099,0.00042626713,0.00029509686,0.00016663481,0.00057926436],"domain_scores_gemma":[0.9984364,0.00021045424,0.00033169411,0.0004598354,0.0005314183,0.00003023339],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026131296,0.00028592558,0.00024414883,0.0004117341,0.00032358908,0.00048979087,0.00040727123,0.0007120813,0.00047123214],"category_scores_gemma":[0.00036005207,0.00033571167,0.00022357776,0.0014734633,0.00028732122,0.0025745316,0.00013054532,0.0007445099,0.00025694654],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007424752,0.0008165858,0.58040786,0.000990735,0.00024954483,0.0000071464406,0.0027765285,0.00015413656,0.0015838571,0.18210758,0.08871001,0.14212178],"study_design_scores_gemma":[0.0007037387,0.000017883434,0.32013133,0.0008266804,0.00035069027,0.000010894062,0.00090960664,0.006258078,0.001577186,0.13477938,0.53361225,0.0008222981],"about_ca_topic_score_codex":0.012731838,"about_ca_topic_score_gemma":0.0014735826,"teacher_disagreement_score":0.44490224,"about_ca_system_score_codex":0.0012887719,"about_ca_system_score_gemma":0.00014617355,"threshold_uncertainty_score":0.9999095},"labels":[],"label_agreement":null},{"id":"W2059982727","doi":"10.3917/rfe.124.0149","title":"Le management de l'oubli dans la conduite des organisations","year":2012,"lang":"fr","type":"article","venue":"Revue française d économie","topic":"Business Strategy and Innovation","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":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.024289615285006644,"score_gpt":0.21150423917217911,"score_spread":0.18721462388717247,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2059982727","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38932,0.0071251555,0.018235013,0.01186974,0.002715388,0.0006545129,0.000021996679,0.00025105025,0.5698072],"genre_scores_gemma":[0.9798895,0.0002739939,0.0027067529,0.0011684177,0.0024997813,0.0000676081,0.00012196563,0.00008007913,0.013191887],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99837726,0.000023710996,0.00048564567,0.0003116904,0.00007795547,0.0007237594],"domain_scores_gemma":[0.9990144,0.0000686716,0.0002859846,0.00037571994,0.00020113622,0.000054128544],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006800927,0.00031358772,0.00029395512,0.00030058186,0.00060708926,0.0005525103,0.0002856361,0.0002642129,0.0012278311],"category_scores_gemma":[0.000071878196,0.00039601108,0.00011635874,0.00087422837,0.0003668912,0.005568718,0.00016361014,0.00025077566,0.0018457131],"study_design_candidate":"theoretical_or_conceptual","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":[0.000017328772,0.00037314373,0.038470287,0.0015289914,0.00012115845,0.000016835735,0.00061052473,0.00026633692,0.0002818128,0.937884,0.006251559,0.014178044],"study_design_scores_gemma":[0.0008822825,0.00000650964,0.08187345,0.00038040578,0.00026701376,0.00003158309,0.0012534773,0.0010202734,0.00016586897,0.011773989,0.9018426,0.0005025369],"about_ca_topic_score_codex":0.0021235466,"about_ca_topic_score_gemma":0.00033628315,"teacher_disagreement_score":0.92610997,"about_ca_system_score_codex":0.00021386445,"about_ca_system_score_gemma":0.00017653803,"threshold_uncertainty_score":0.9998492},"labels":[],"label_agreement":null},{"id":"W2060154286","doi":"10.1111/j.1744-7976.2002.tb00356.x","title":"Functional Eating and Strategic Groups in Canada","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Agricultural Economics/Revue canadienne d agroeconomie","topic":"Business Strategy and Innovation","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":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Food sector; Political science; Strategic planning; Humanities; Management; Business administration; Business; Marketing; Economics; Geography; Philosophy","score_opus":0.03455281470919805,"score_gpt":0.140299976453788,"score_spread":0.10574716174458995,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060154286","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869812,0.00020937127,7.738064e-7,0.003981976,0.0012041957,0.000102760256,0.000013483608,0.0000041699363,0.0075020306],"genre_scores_gemma":[0.99749964,0.000022029963,0.00002357178,0.0010094411,0.0012662967,0.000004070911,0.000029133706,0.0000143245115,0.00013149627],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984985,0.0000070205556,0.00071923627,0.00023176515,0.000016040707,0.00052741566],"domain_scores_gemma":[0.99894613,0.00003461758,0.000560377,0.00009374736,0.00019047233,0.00017464439],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019553161,0.00022392273,0.00035245946,0.00039566177,0.00019075398,0.00028322238,0.00020845438,0.00007872774,0.0008554835],"category_scores_gemma":[0.000039652772,0.00020675553,0.00005800167,0.0002777424,0.000050776867,0.0016051172,0.000015419799,0.00027837406,0.000023713077],"study_design_candidate":"observational","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":[0.000054097934,0.000033383218,0.40124094,0.00027110358,0.0001916035,0.00048458096,0.0003664947,0.027109222,0.000112568225,0.55085325,0.012787907,0.006494817],"study_design_scores_gemma":[0.0011269245,0.000039260973,0.9733396,0.00012902674,0.00003853793,0.00055626495,0.004279761,0.004406607,0.000005751678,0.008578815,0.006850088,0.0006493485],"about_ca_topic_score_codex":0.95627254,"about_ca_topic_score_gemma":0.99972945,"teacher_disagreement_score":0.5720987,"about_ca_system_score_codex":0.0016576758,"about_ca_system_score_gemma":0.0006526798,"threshold_uncertainty_score":0.93669444},"labels":[],"label_agreement":null},{"id":"W2060282093","doi":"10.7202/1008649ar","title":"Approche cognitive de la gestion stratégique dans une entreprise monodécideur : le cas de l'entrepreneur agricole","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.016032857279368734,"score_gpt":0.2451519618374327,"score_spread":0.22911910455806397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2060282093","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8487695,0.0010808753,0.053839117,0.07292206,0.0007829275,0.0006284165,0.00006615288,0.0002465496,0.021664413],"genre_scores_gemma":[0.95444816,0.006131815,0.00618519,0.0017323847,0.0023198486,0.00025708263,0.0006277711,0.00011802655,0.028179716],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9965156,0.0007476815,0.0008791613,0.0007817509,0.00024619288,0.00082963],"domain_scores_gemma":[0.99309266,0.0047376924,0.0009294131,0.0004114061,0.00067645573,0.00015235208],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029411558,0.0005806244,0.00044064177,0.00049165735,0.00024062465,0.0009832275,0.0004112432,0.00074506184,0.00064924784],"category_scores_gemma":[0.0060085603,0.00073117367,0.00026176835,0.00063166383,0.000309469,0.003571718,0.00027297775,0.0011686271,0.00052549894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00037288378,0.0024005268,0.6098746,0.00070040184,0.00034221256,0.00013975734,0.0020567775,0.036409516,0.0021787826,0.28225866,0.0065200743,0.056745782],"study_design_scores_gemma":[0.0023086513,0.000029338167,0.8772416,0.0016574713,0.000387764,0.00047435644,0.0011250376,0.030584456,0.0019946042,0.030214395,0.053029913,0.00095238513],"about_ca_topic_score_codex":0.0045872726,"about_ca_topic_score_gemma":0.00028288644,"teacher_disagreement_score":0.267367,"about_ca_system_score_codex":0.0011084658,"about_ca_system_score_gemma":0.00050100044,"threshold_uncertainty_score":0.9995139},"labels":[],"label_agreement":null},{"id":"W2063553323","doi":"10.4028/www.scientific.net/ast.70.1","title":"The Federation for International Refractories Research and Education (FIRE): Progress and Outcome on Education, Research and Industrial Partnership","year":2010,"lang":"en","type":"article","venue":"Advances in science and technology","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"General partnership; Context (archaeology); Multinational corporation; Outsourcing; Engineering ethics; Business; Public relations; Economic growth; Political science; Engineering; Knowledge management; Marketing; Computer science; Finance","score_opus":0.11276018476890348,"score_gpt":0.44609113648821513,"score_spread":0.33333095171931165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063553323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96722025,0.0005356771,0.000004223108,0.028759075,0.00086249894,0.00039500714,3.466958e-7,0.000019662142,0.0022032503],"genre_scores_gemma":[0.99871427,0.00023098913,0.00015197524,0.00009190205,0.0004557875,0.00019008169,0.00000477004,0.00000393062,0.00015627593],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990487,0.0000074869495,0.00016343285,0.00029651244,0.0002714013,0.00021245699],"domain_scores_gemma":[0.99792933,0.0001672314,0.00007517128,0.00012032868,0.0016987369,0.000009218172],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025185377,0.000063039704,0.00006379293,0.0006260385,0.0011907554,0.00072576647,0.00018746017,0.000106360865,0.0000013027008],"category_scores_gemma":[0.002732256,0.000046618727,0.0000020944708,0.0014557405,0.002652983,0.0019257454,0.00013345196,0.00037664236,7.066527e-7],"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":[0.000028467282,0.000037035283,0.13588113,0.000013313565,5.0535346e-7,5.2945243e-8,0.000017940987,4.0716266e-8,0.00021521746,0.56438273,0.00016573477,0.29925787],"study_design_scores_gemma":[0.00040841702,0.000119518154,0.041872475,0.000061804254,0.0000019815498,0.000004869513,0.003312883,0.0003374616,0.00053199957,0.59643024,0.35679063,0.00012769889],"about_ca_topic_score_codex":0.000033721906,"about_ca_topic_score_gemma":0.0002654814,"teacher_disagreement_score":0.3566249,"about_ca_system_score_codex":0.000021680069,"about_ca_system_score_gemma":0.00019343043,"threshold_uncertainty_score":0.97750264},"labels":[],"label_agreement":null},{"id":"W2063562240","doi":"10.7202/045623ar","title":"Le modèle d’Uppsala remis en question : une analyse des accords de coopération noués dans les marchés émergents","year":2011,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.044529525627218375,"score_gpt":0.2559583783915738,"score_spread":0.21142885276435544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063562240","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23208006,0.0004086655,0.21884258,0.007917878,0.003790636,0.0006038279,0.000030098898,0.0002575233,0.53606874],"genre_scores_gemma":[0.9699379,0.0004067436,0.007837134,0.00052907015,0.0010334403,0.000080231315,0.00074590155,0.000055512228,0.019374048],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99786264,0.00006057595,0.0006337897,0.00050259766,0.00049190695,0.0004484748],"domain_scores_gemma":[0.99855715,0.000019378982,0.00042621,0.00029005244,0.00067771337,0.000029505934],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00081271655,0.00034032337,0.00020918825,0.00065913756,0.00043168679,0.00041387734,0.00060601503,0.00019742685,0.001802964],"category_scores_gemma":[0.000083819985,0.0004069505,0.00012660994,0.0012125735,0.00018785878,0.0031568506,0.00034497914,0.00024100217,0.0003632277],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019862362,0.0007892519,0.1632423,0.000572849,0.0005264223,0.000064030544,0.00042476188,0.0014565517,0.00088599126,0.77371347,0.006958564,0.051167168],"study_design_scores_gemma":[0.0014671702,0.000039048715,0.76929986,0.00065375236,0.00045693605,0.000011595467,0.003180676,0.058910683,0.0007784071,0.03658756,0.12785107,0.0007632639],"about_ca_topic_score_codex":0.014510908,"about_ca_topic_score_gemma":0.0024436107,"teacher_disagreement_score":0.7378579,"about_ca_system_score_codex":0.00028635067,"about_ca_system_score_gemma":0.00006700904,"threshold_uncertainty_score":0.99983823},"labels":[],"label_agreement":null},{"id":"W2063723916","doi":"10.3917/riges.392.0056","title":"Place à la théorie des affaires comme guide de gestion stratégique de marché","year":2014,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.02681798962670218,"score_gpt":0.2460300857983267,"score_spread":0.21921209617162452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2063723916","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32647443,0.0028622635,0.28231576,0.29684034,0.0027545837,0.0006494076,0.000013937433,0.0006718277,0.08741743],"genre_scores_gemma":[0.9871804,0.00034526986,0.0042387545,0.00094587536,0.0022829482,0.000031356085,0.00015756053,0.00004881088,0.0047689904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983039,0.0002131875,0.00039540933,0.0003160956,0.00021058017,0.0005608435],"domain_scores_gemma":[0.998767,0.00022842927,0.00026468743,0.00024454447,0.0004624236,0.000032894288],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0023703822,0.00028352134,0.00020473519,0.00021238996,0.00040303112,0.0005832491,0.00020308963,0.00052945176,0.00022736512],"category_scores_gemma":[0.0011638667,0.0003208157,0.000063176085,0.00063565525,0.00024155337,0.0020083056,0.00007783911,0.0004949835,0.00022152445],"study_design_candidate":"theoretical_or_conceptual","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":[0.000108123524,0.00018440244,0.05688847,0.0013861856,0.000027484872,0.000011188411,0.00008606766,0.007381344,0.0018119913,0.7957892,0.02572692,0.11059862],"study_design_scores_gemma":[0.00082219165,0.000058169957,0.49837735,0.001744086,0.00015744587,0.00005469337,0.00019596622,0.07174275,0.00026507082,0.146552,0.27949008,0.0005401936],"about_ca_topic_score_codex":0.0023520212,"about_ca_topic_score_gemma":0.00041388735,"teacher_disagreement_score":0.660706,"about_ca_system_score_codex":0.00027317525,"about_ca_system_score_gemma":0.00014828674,"threshold_uncertainty_score":0.99992436},"labels":[],"label_agreement":null},{"id":"W2064076923","doi":"10.1016/j.bushor.2005.01.004","title":"Insights from the new conglomerates","year":2005,"lang":"en","type":"article","venue":"Business Horizons","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Windsor","funders":"","keywords":"Casual; Business; Portfolio; Archetype; Cohesion (chemistry); Marketing; Industrial organization; Finance; Political science; Law","score_opus":0.018750889915850364,"score_gpt":0.21471809647418258,"score_spread":0.19596720655833222,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064076923","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79425645,0.0015316186,0.0060211136,0.10390671,0.0029047297,0.0005973733,0.0000111423515,0.0007314417,0.09003943],"genre_scores_gemma":[0.9836433,0.000027404732,0.00029656183,0.0051413374,0.010101206,0.000016952692,0.00018722715,0.000034001274,0.00055204117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890506,0.000007449937,0.00030446638,0.0002993796,0.00024014818,0.00024349571],"domain_scores_gemma":[0.9988909,0.00006258653,0.00018687513,0.00036079445,0.00048622527,0.000012635871],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006726437,0.00023359299,0.00018839016,0.00013311686,0.00041517898,0.0005910169,0.00038163757,0.00010746823,0.00064834394],"category_scores_gemma":[0.00013913203,0.0001599716,0.00004726275,0.0019972245,0.000087801665,0.0027275472,0.00011257861,0.00016342086,0.0016907855],"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":[0.00007659733,0.00015787427,0.005436864,0.000032014083,0.000070181246,0.000008261445,0.00007220612,0.00059525284,0.0061222017,0.7479931,0.18555237,0.053883057],"study_design_scores_gemma":[0.0005386759,0.0000027401545,0.17029491,0.000039682625,0.000051578165,0.0000010083882,0.000082181235,0.00084667216,0.00023785743,0.008841919,0.8187789,0.0002838997],"about_ca_topic_score_codex":0.0025873182,"about_ca_topic_score_gemma":0.000911143,"teacher_disagreement_score":0.7391512,"about_ca_system_score_codex":0.000021773587,"about_ca_system_score_gemma":0.00008865535,"threshold_uncertainty_score":0.9990865},"labels":[],"label_agreement":null},{"id":"W2064538974","doi":"10.1002/smj.973","title":"Network resource stocks and flows: how do alliance portfolios affect the value of new alliance formations?","year":2011,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Business Strategy and 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":"Concordia University","funders":"","keywords":"Alliance; Affect (linguistics); Resource (disambiguation); Value (mathematics); Business; Value creation; Industrial organization; Computer science; Psychology; Geography; Communication","score_opus":0.049767984119936694,"score_gpt":0.23514831540308567,"score_spread":0.18538033128314899,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064538974","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22977231,0.0022207974,0.009020546,0.0059930454,0.0011342161,0.0013295424,0.0000021947214,0.0001372874,0.75039005],"genre_scores_gemma":[0.9946358,0.00033416427,0.0017751734,0.0009632734,0.0012563065,0.000014113012,0.000009321542,0.000022565298,0.0009892602],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985481,0.000027985678,0.0004458371,0.0002229334,0.00036667893,0.000388452],"domain_scores_gemma":[0.9987735,0.00001660929,0.00072572613,0.0002942471,0.00016422271,0.000025656615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009624768,0.00024050713,0.00022287168,0.000113926595,0.00046931533,0.0006248033,0.00044910886,0.000073079595,0.00028388118],"category_scores_gemma":[0.000010837137,0.000174731,0.000074590105,0.0008302256,0.00008411193,0.0014013832,0.00012926663,0.00031193334,0.000019999079],"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":[0.0001148205,0.00005353615,0.0029826593,0.00030190338,0.0001470233,0.000028338738,0.000113750204,0.00087884854,0.000014088814,0.9726757,0.017582081,0.0051072473],"study_design_scores_gemma":[0.001863614,0.0000919489,0.048870653,0.0007396959,0.00034623191,0.000070293,0.0053433236,0.0075461464,0.000021027934,0.89466345,0.039783724,0.00065991806],"about_ca_topic_score_codex":0.00004851294,"about_ca_topic_score_gemma":0.000018175311,"teacher_disagreement_score":0.7648635,"about_ca_system_score_codex":0.00001791009,"about_ca_system_score_gemma":0.000029766577,"threshold_uncertainty_score":0.71253234},"labels":[],"label_agreement":null},{"id":"W2064539952","doi":"10.7202/1021512ar","title":"Fondements d’un nouveau paradigme coopératif","year":2007,"lang":"fr","type":"article","venue":"RECMA","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science","score_opus":0.01995315906450729,"score_gpt":0.23846334871717798,"score_spread":0.2185101896526707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2064539952","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34529343,0.012620115,0.019030778,0.028653655,0.017263588,0.001042389,0.000014432458,0.00041254718,0.57566905],"genre_scores_gemma":[0.9736872,0.00017191387,0.00082208647,0.0044563427,0.0037798842,0.000009950351,0.00015338388,0.000058607315,0.01686064],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979059,0.000014362899,0.0006323223,0.0003949082,0.00034309333,0.0007094292],"domain_scores_gemma":[0.99873954,0.000050175866,0.00038977544,0.0003137792,0.00047951197,0.000027235152],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010561734,0.00031919117,0.00027591237,0.00028229057,0.0003907707,0.00040850253,0.00025779847,0.000311327,0.0035869011],"category_scores_gemma":[0.00011099438,0.0003459698,0.00009303474,0.0016114832,0.00012368389,0.0024329878,0.00010614919,0.00030446376,0.0032702205],"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":[0.00012859714,0.000472023,0.03773038,0.0007233416,0.00014244982,0.00011411638,0.000060086717,0.000042173207,0.0010112602,0.6887214,0.044742893,0.22611128],"study_design_scores_gemma":[0.0008682157,0.000021536542,0.06944675,0.0002440796,0.00011134993,0.000010306519,0.00011751402,0.00096959487,0.0006627735,0.0069491235,0.92013335,0.00046538858],"about_ca_topic_score_codex":0.0004941575,"about_ca_topic_score_gemma":0.000116221214,"teacher_disagreement_score":0.87539047,"about_ca_system_score_codex":0.000070702015,"about_ca_system_score_gemma":0.00006143231,"threshold_uncertainty_score":0.9998992},"labels":[],"label_agreement":null},{"id":"W2065568089","doi":"10.6084/m9.figshare.1274028","title":"Referential NZD based on CPI (2012e)","year":2013,"lang":"en","type":"preprint","venue":"Massey Research Online (Massey University)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"GDP deflator; Inflation (cosmology); Index (typography); Economics; Quarter (Canadian coin); Multiplier (economics); Measure (data warehouse); Actuarial science; Econometrics; Keynesian economics; Mathematical economics; Computer science; Geography; Real gross domestic product; Data mining","score_opus":0.13385570629718604,"score_gpt":0.31188561929416203,"score_spread":0.178029912996976,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2065568089","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54774994,0.0000668455,0.003102745,0.028734164,0.003252688,0.0028386244,0.0002367716,0.0011253072,0.4128929],"genre_scores_gemma":[0.96264464,0.00009966079,0.0010715207,0.00093630905,0.0041640485,0.000017928689,0.0044944687,0.00014363414,0.026427794],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99523735,0.00017105414,0.0004814216,0.0012920643,0.0017183182,0.0010997953],"domain_scores_gemma":[0.99482656,0.00022351378,0.0004427487,0.0012909168,0.0031412698,0.00007501664],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014293324,0.0006110261,0.0005845228,0.0042160195,0.0007428195,0.0011325079,0.0018170375,0.0009677672,0.0026940715],"category_scores_gemma":[0.00039399267,0.0006378556,0.00025423427,0.0030951947,0.00029098496,0.0015264535,0.0022893269,0.003508648,0.0013727435],"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":[0.0016644351,0.003630798,0.0120642455,0.0042097867,0.00038625512,0.00066857634,0.0000348165,0.008198488,0.0015249056,0.78744245,0.1706602,0.009515054],"study_design_scores_gemma":[0.0022095877,0.000105348576,0.022919558,0.0009400211,0.00014011335,8.6879027e-7,0.00046687838,0.058786977,0.00008662959,0.015649753,0.8973287,0.0013655728],"about_ca_topic_score_codex":0.0037687505,"about_ca_topic_score_gemma":0.0009616165,"teacher_disagreement_score":0.7717927,"about_ca_system_score_codex":0.00043066687,"about_ca_system_score_gemma":0.0007114798,"threshold_uncertainty_score":0.9999044},"labels":[],"label_agreement":null},{"id":"W2066280569","doi":"10.3166/isi.15.6.63-83","title":"Evaluation de la qualité d’un processus métier à l’aide d’nformations issues de réseaux informels","year":2010,"lang":"fr","type":"article","venue":"Ingénierie des systèmes d information","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.02364292805798563,"score_gpt":0.2788781035361618,"score_spread":0.2552351754781762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066280569","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.784085,0.0014256198,0.029004436,0.0036502408,0.0030228703,0.0015035477,0.000050347782,0.00051870267,0.17673926],"genre_scores_gemma":[0.99100417,0.00015739806,0.004300183,0.0015394362,0.0013606795,0.00027777394,0.00082708173,0.00004105442,0.0004922071],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964012,0.00014036875,0.0014681515,0.00020501332,0.00095156627,0.00083369855],"domain_scores_gemma":[0.9946346,0.00013727107,0.0012429748,0.00040766364,0.0035155765,0.00006188003],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0074924026,0.0004675851,0.00035574372,0.0008540629,0.0010891487,0.003056477,0.0004407814,0.0007682339,0.0013141151],"category_scores_gemma":[0.0033352938,0.0005091803,0.00012886133,0.0018854598,0.0004828125,0.03688895,0.0001364594,0.00079101365,0.00089081435],"study_design_candidate":"design_other","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":[0.000114708615,0.00021725935,0.022495259,0.0059747947,0.00021169758,0.000003814029,0.01434104,0.0046255304,0.0007465449,0.2971091,0.009658495,0.64450175],"study_design_scores_gemma":[0.0024031044,0.000058771384,0.13056529,0.0011046152,0.00057450274,0.00017998033,0.0088741435,0.22150055,0.0019978124,0.16124655,0.47010857,0.001386119],"about_ca_topic_score_codex":0.0016913521,"about_ca_topic_score_gemma":0.00013724965,"teacher_disagreement_score":0.64311564,"about_ca_system_score_codex":0.0005198554,"about_ca_system_score_gemma":0.00092541083,"threshold_uncertainty_score":0.9998871},"labels":[],"label_agreement":null},{"id":"W2066654112","doi":"10.7202/1008354ar","title":"Partage d'information et performance de coentreprises implantées par les PME québécoises dans les pays en développement","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.021130569934237505,"score_gpt":0.2442309436704591,"score_spread":0.2231003737362216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066654112","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8872962,0.0007545823,0.0140533745,0.08920333,0.0009631497,0.0004245582,0.000086705164,0.00018630795,0.00703179],"genre_scores_gemma":[0.9550399,0.028222512,0.004617046,0.0021962072,0.0013749567,0.0001726019,0.0011107569,0.000058488014,0.0072075278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975327,0.00025688598,0.0009312327,0.00039053473,0.0002536081,0.0006350085],"domain_scores_gemma":[0.9964209,0.0017730978,0.0009007949,0.00034759316,0.0004759926,0.00008158723],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0021506373,0.00047090647,0.00034891383,0.0004472108,0.00029631663,0.00081761536,0.00039290506,0.00036503197,0.0012432425],"category_scores_gemma":[0.0020053394,0.0005346281,0.00016238126,0.00028168122,0.00016869805,0.0072389697,0.0002550388,0.00061798596,0.00071708777],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011998781,0.00040590798,0.8110379,0.0008138612,0.00013990277,0.000010065172,0.0014968177,0.019609261,0.0002929044,0.075812496,0.0070819403,0.08317897],"study_design_scores_gemma":[0.0007239888,0.000016266567,0.656312,0.00083480496,0.0001118254,0.00009457307,0.00042340485,0.012912627,0.0003851562,0.0010536518,0.32667413,0.00045756524],"about_ca_topic_score_codex":0.0026766178,"about_ca_topic_score_gemma":0.00071167387,"teacher_disagreement_score":0.31959218,"about_ca_system_score_codex":0.00078172795,"about_ca_system_score_gemma":0.00021575617,"threshold_uncertainty_score":0.9997105},"labels":[],"label_agreement":null},{"id":"W2066930153","doi":"10.1145/964442.964465","title":"What role can adaptive support play in an adaptable system?","year":2004,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":72,"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 British Columbia","funders":"","keywords":"Computer science","score_opus":0.02285762894621914,"score_gpt":0.21863442778924239,"score_spread":0.19577679884302324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066930153","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8676962,0.000048310296,0.0009693312,0.001482823,0.0009932084,0.00041948442,0.0000018034591,0.00033859667,0.12805021],"genre_scores_gemma":[0.9978517,0.0000029136897,0.00017074903,0.0010706197,0.00040586863,0.000024494262,0.000078284495,0.0000191818,0.00037615624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990418,0.0000043390005,0.0002623247,0.0002505488,0.00016738869,0.00027359574],"domain_scores_gemma":[0.9995182,0.0000039536444,0.00010811991,0.00017642032,0.00018402151,0.000009245988],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022879538,0.00014756428,0.00016000198,0.00025561076,0.000107532156,0.00050607393,0.00014978062,0.000085869746,0.00026216084],"category_scores_gemma":[0.000006538907,0.00013340359,0.000022312328,0.0007686441,0.000024125375,0.0065210885,0.000043881086,0.00010747952,0.00022114758],"study_design_candidate":"theoretical_or_conceptual","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":[0.00007028508,0.00017132748,0.008133944,0.000103857434,0.000011064212,0.000038513615,0.00015845252,0.005159846,0.0012057122,0.9822381,0.00030125328,0.0024076148],"study_design_scores_gemma":[0.019296402,0.0005631379,0.5012453,0.002982987,0.00027104482,0.000079739955,0.20943849,0.07564836,0.011607941,0.09089038,0.08190681,0.0060693785],"about_ca_topic_score_codex":0.0064481795,"about_ca_topic_score_gemma":0.0072579402,"teacher_disagreement_score":0.89134777,"about_ca_system_score_codex":0.00008670609,"about_ca_system_score_gemma":0.0000636738,"threshold_uncertainty_score":0.97477615},"labels":[],"label_agreement":null},{"id":"W2067121947","doi":"10.7202/601481ar","title":"Un cadre conceptuel commun à la planification et à la concurrence : formalisation théorique et implications pratiques","year":2009,"lang":"fr","type":"article","venue":"L Actualité économique","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.04029636569832509,"score_gpt":0.2859143300569797,"score_spread":0.2456179643586546,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067121947","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27188003,0.0021624055,0.06349729,0.37544897,0.0012051581,0.0023099133,0.00027517305,0.00081594475,0.2824051],"genre_scores_gemma":[0.97718656,0.0009554216,0.0010290074,0.017502436,0.00047070716,0.00012203818,0.0017402014,0.000039347866,0.00095428183],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977777,0.00040741832,0.00086894055,0.00046215777,0.00009624707,0.00038754538],"domain_scores_gemma":[0.9974231,0.0005177943,0.0008953303,0.00054189865,0.000587376,0.000034465524],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018136511,0.0004282611,0.00037807922,0.00020813983,0.00033437612,0.0011396763,0.00042825026,0.0005770869,0.000331769],"category_scores_gemma":[0.0003020202,0.00047306754,0.0001016973,0.0005001346,0.00023010177,0.006385999,0.000086027496,0.0007037722,0.00014649799],"study_design_candidate":"theoretical_or_conceptual","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":[0.00003633746,0.00025862976,0.0026099368,0.00017827738,0.000036847872,0.0000020787584,0.0012668867,0.00017716194,0.0008179725,0.96688306,0.003953873,0.023778943],"study_design_scores_gemma":[0.00092355063,0.00005701354,0.25479284,0.00035236345,0.00008854899,0.000033362772,0.0007284977,0.0017087999,0.00090815924,0.14801607,0.5916628,0.0007279935],"about_ca_topic_score_codex":0.0008970073,"about_ca_topic_score_gemma":0.00028426555,"teacher_disagreement_score":0.81886697,"about_ca_system_score_codex":0.000103881335,"about_ca_system_score_gemma":0.000304428,"threshold_uncertainty_score":0.99989724},"labels":[],"label_agreement":null},{"id":"W2067611449","doi":"10.1111/j.1540-5885.2012.00920_3.x","title":"Thinking on Purpose for Project Managers: Outsmarting EvolutionBillRichardson. Oshawa, ON: Multi‐Media Publications Inc., 2009. 328 pages. US$39.95.","year":2012,"lang":"en","type":"article","venue":"Journal of Product Innovation Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Citation; Library science; Product (mathematics); Management; Space (punctuation); Operations research; Political science; Computer science; Engineering; Mathematics; Economics","score_opus":0.08389461246022416,"score_gpt":0.2917351210617339,"score_spread":0.2078405086015097,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067611449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5744783,0.0024559156,0.15540737,0.12961449,0.028272305,0.019589573,0.0001326633,0.0017414103,0.08830792],"genre_scores_gemma":[0.9667402,0.000099950856,0.015087559,0.007632303,0.008746496,0.00027576563,0.00048703369,0.000074776995,0.0008559324],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99662083,0.000034902037,0.0014430841,0.0004014615,0.0009223362,0.000577372],"domain_scores_gemma":[0.994649,0.000072074115,0.0022856612,0.00042909457,0.0025433619,0.000020811212],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0042632176,0.00036254738,0.0003575694,0.002102717,0.00055156887,0.00060838717,0.0005317488,0.000103521736,0.00006440583],"category_scores_gemma":[0.0009252862,0.0002929501,0.000113589056,0.004608212,0.00004865655,0.0043763653,0.00015949998,0.00042364094,0.00008099142],"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":[0.00033435016,0.001671844,0.013101325,0.00092124834,0.00032607594,0.000006164836,0.00022942662,0.00089389074,0.0009862427,0.65468377,0.23826015,0.08858553],"study_design_scores_gemma":[0.0019869774,0.000090461304,0.17770475,0.00039232112,0.00022852204,0.000008432294,0.00077110785,0.0014716858,0.0002977533,0.0037373106,0.81267226,0.0006384259],"about_ca_topic_score_codex":0.000016918098,"about_ca_topic_score_gemma":0.0000057920156,"teacher_disagreement_score":0.65094644,"about_ca_system_score_codex":0.0002231843,"about_ca_system_score_gemma":0.000048731596,"threshold_uncertainty_score":0.99995226},"labels":[],"label_agreement":null},{"id":"W2067968411","doi":"10.7202/1008519ar","title":"Micromentalités et logiques d’action des entrepreneurs dirigeants de petites entreprises","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.037966186616695714,"score_gpt":0.2782711520954522,"score_spread":0.24030496547875652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2067968411","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89145875,0.0032346128,0.0056983456,0.090183556,0.0017215832,0.00041714803,0.00006739662,0.0002785112,0.0069400673],"genre_scores_gemma":[0.88151544,0.041088138,0.012542533,0.0049703224,0.0031246631,0.00016422485,0.0009479135,0.00014479512,0.055501975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99696535,0.0005005559,0.000838226,0.00067853153,0.00023586495,0.0007814454],"domain_scores_gemma":[0.99528307,0.0027154186,0.0008399539,0.00043339026,0.00061723473,0.00011093035],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0024226366,0.00054050365,0.00040516656,0.00056353945,0.00019781424,0.001097704,0.0003886569,0.0004360026,0.0031494827],"category_scores_gemma":[0.0042907423,0.0006538538,0.00023293584,0.00043860133,0.00031977284,0.006012348,0.00029822378,0.0007348893,0.0010392021],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015720731,0.001326048,0.8164279,0.00076849136,0.00022728178,0.000037069436,0.0008051161,0.005344067,0.002741757,0.09653222,0.009136773,0.06649606],"study_design_scores_gemma":[0.0011816161,0.000025905392,0.6544076,0.0016696953,0.00022196864,0.00025930954,0.000498173,0.003645609,0.0022793922,0.020426441,0.31459475,0.0007895494],"about_ca_topic_score_codex":0.0016415275,"about_ca_topic_score_gemma":0.00028474937,"teacher_disagreement_score":0.30545798,"about_ca_system_score_codex":0.001025071,"about_ca_system_score_gemma":0.00020944039,"threshold_uncertainty_score":0.99993926},"labels":[],"label_agreement":null},{"id":"W2068698417","doi":"10.7202/1008495ar","title":"La cession à un groupe: quelles conséquences pour une PMI sous-traitante du secteur automobile?","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.015866506090774116,"score_gpt":0.24254774208259366,"score_spread":0.22668123599181955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068698417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80151975,0.0029146632,0.008759845,0.16764541,0.0022512188,0.00039867574,0.00005200306,0.00027730555,0.016181156],"genre_scores_gemma":[0.9607213,0.01291169,0.0043827617,0.0024356185,0.0031385,0.000103298946,0.00039904666,0.00009030485,0.015817491],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99734426,0.00040278348,0.00085119146,0.0005923114,0.00024880972,0.0005606297],"domain_scores_gemma":[0.9947617,0.003298823,0.00090002705,0.0003334332,0.0006242199,0.000081777565],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0022509212,0.00049202656,0.00040797715,0.00047273876,0.00021778044,0.0008421121,0.00043358526,0.00050928,0.002596416],"category_scores_gemma":[0.002771603,0.0005479727,0.00020662768,0.00056644186,0.00028560983,0.004451863,0.000244738,0.000794204,0.0012104283],"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":[0.00015693743,0.0013021391,0.37441212,0.0008088249,0.00025046754,0.0001019122,0.0007537029,0.010585233,0.0010751511,0.5043989,0.0155115025,0.09064313],"study_design_scores_gemma":[0.0019120652,0.00002381312,0.5439757,0.002312227,0.00022613799,0.00042253666,0.00049833104,0.03170296,0.0002919088,0.03681075,0.38086483,0.0009587542],"about_ca_topic_score_codex":0.0008092768,"about_ca_topic_score_gemma":0.000179209,"teacher_disagreement_score":0.46758813,"about_ca_system_score_codex":0.00033840307,"about_ca_system_score_gemma":0.0001929584,"threshold_uncertainty_score":0.99969715},"labels":[],"label_agreement":null},{"id":"W2068746780","doi":"10.1111/1467-9310.00235","title":"Managing alliance relationships: Key challenges in the early stages of collaboration","year":2002,"lang":"en","type":"article","venue":"R and D Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Nortel (Canada); Western University; University of Ottawa","funders":"","keywords":"Alliance; Business; Principal (computer security); Face (sociological concept); Key (lock); Marketing; Phase (matter); Public relations; Knowledge management; Political science; Sociology; Computer science","score_opus":0.07780113592522755,"score_gpt":0.24442040191133627,"score_spread":0.1666192659861087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068746780","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41513577,0.006115797,0.0008444492,0.04833626,0.0003132977,0.0011703541,0.0000017784761,0.00010620645,0.5279761],"genre_scores_gemma":[0.9959821,0.0032001755,0.00014479675,0.00033874696,0.000086055465,0.000030749652,0.000005362015,0.0000060351827,0.00020598297],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99939656,0.000014988643,0.00018903207,0.0001448452,0.00014793377,0.00010662915],"domain_scores_gemma":[0.9996646,0.000019822064,0.000110684734,0.00014284099,0.000059670638,0.000002349105],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004072254,0.00008016784,0.000080872356,0.00014603826,0.000110281886,0.00012196159,0.000103887876,0.000028881861,0.000030076428],"category_scores_gemma":[0.000013659849,0.000064275395,0.000011440808,0.00060699275,0.000029221064,0.0008240019,0.000038713562,0.000068055786,0.000023166074],"study_design_candidate":"theoretical_or_conceptual","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":[0.000009826167,0.00007197869,0.016294952,0.00048715418,0.000013752524,0.0000061306673,0.0005697764,0.00018512922,0.000010110487,0.958448,0.0013822644,0.022520939],"study_design_scores_gemma":[0.0007542726,0.00001782713,0.8785752,0.00018085126,0.00005008756,6.1444257e-7,0.0063012233,0.004352006,0.000008557799,0.030770896,0.07875686,0.0002315856],"about_ca_topic_score_codex":0.00004001321,"about_ca_topic_score_gemma":0.000102173864,"teacher_disagreement_score":0.9276771,"about_ca_system_score_codex":0.000007180113,"about_ca_system_score_gemma":8.7408074e-7,"threshold_uncertainty_score":0.26210746},"labels":[],"label_agreement":null},{"id":"W2068892484","doi":"10.7202/1008464ar","title":"Actionnabilité de la recherche universitaire","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.058570406876390826,"score_gpt":0.28802879696332556,"score_spread":0.22945839008693475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2068892484","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7202397,0.0013522268,0.011252424,0.21660087,0.0015672137,0.00030363823,0.000021723927,0.00020474776,0.048457444],"genre_scores_gemma":[0.8088504,0.010588209,0.01976755,0.0031953491,0.0042716023,0.000070896094,0.00031353527,0.000105614345,0.15283686],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978601,0.0007316786,0.0004382204,0.000389601,0.00013832696,0.0004420862],"domain_scores_gemma":[0.9918512,0.0068383683,0.00046621572,0.00031350148,0.00046363118,0.000067064706],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0044623744,0.0003022414,0.00023562036,0.0003694819,0.00014187934,0.0005540792,0.00029852884,0.0006937823,0.0022772572],"category_scores_gemma":[0.008816012,0.0003858233,0.00016254508,0.00044114352,0.00020732162,0.0044172723,0.00018091213,0.0010790707,0.0007984329],"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":[0.00012869139,0.0007915486,0.3328437,0.0005272926,0.00016162117,0.000028500426,0.0004978587,0.009866597,0.00044096305,0.50316286,0.020625634,0.13092475],"study_design_scores_gemma":[0.00091272674,0.0000122816145,0.27659747,0.00070073357,0.00014280317,0.00013570033,0.0003942261,0.010890603,0.00011987087,0.031262,0.67837304,0.00045854252],"about_ca_topic_score_codex":0.0006350815,"about_ca_topic_score_gemma":0.000051421724,"teacher_disagreement_score":0.6577474,"about_ca_system_score_codex":0.0015901014,"about_ca_system_score_gemma":0.0002723115,"threshold_uncertainty_score":0.99997956},"labels":[],"label_agreement":null},{"id":"W2069249859","doi":"10.1504/gber.2009.031175","title":"Product differentiation and the choice of alliance partners","year":2009,"lang":"en","type":"article","venue":"Global Business and Economics Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Mount Saint Vincent University","funders":"","keywords":"Competitor analysis; Product differentiation; Alliance; Business; Industrial organization; Product (mathematics); Element (criminal law); Marketing; Strategic Choice; Microeconomics; New product development; Economics; Cournot competition","score_opus":0.02985058713417044,"score_gpt":0.26109615058414065,"score_spread":0.23124556344997022,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069249859","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74349064,0.14682934,0.00037107835,0.08352009,0.00065945776,0.001566026,0.000012418511,0.00007647004,0.023474464],"genre_scores_gemma":[0.9337314,0.061547138,0.000034018343,0.004370356,0.0002576356,0.00000968586,0.000032704953,0.0000037794653,0.000013314362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993392,0.0000061181186,0.00031291283,0.00018890675,0.00004027354,0.00011254194],"domain_scores_gemma":[0.999344,0.000010272298,0.00031533293,0.00014714603,0.00017785621,0.0000054008738],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002606626,0.00012205223,0.00029262947,0.000017375969,0.00009056172,0.000117636875,0.00009269999,0.000026671752,0.00001714706],"category_scores_gemma":[0.00009277244,0.00008379395,0.000027303213,0.00037238005,0.000090817484,0.0007237749,0.000037861057,0.000036849648,0.0000067172828],"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":[0.00006677106,0.000047653866,0.015479348,0.0033898673,0.000028827044,3.176476e-7,0.0000033401514,0.000055118584,0.000012467804,0.7138961,0.0016973177,0.26532286],"study_design_scores_gemma":[0.0011969717,0.0000047478616,0.86716664,0.001083672,0.00017608207,0.000006684963,0.0000066462467,0.0014787059,0.000003904037,0.022591395,0.10601068,0.00027386253],"about_ca_topic_score_codex":0.00014658329,"about_ca_topic_score_gemma":0.000026636786,"teacher_disagreement_score":0.8516873,"about_ca_system_score_codex":0.000009321034,"about_ca_system_score_gemma":0.00001189014,"threshold_uncertainty_score":0.3417018},"labels":[],"label_agreement":null},{"id":"W2069874803","doi":"10.7202/1008162ar","title":"L'effort de recherche de la PME industrielle face au développement de produits nouveaux : la prépondérance des moyens humains","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.07264312778451747,"score_gpt":0.30999550265796244,"score_spread":0.23735237487344496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2069874803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8701191,0.0008687062,0.03017799,0.07778462,0.0005880779,0.0005125813,0.000031461128,0.00016420681,0.019753233],"genre_scores_gemma":[0.8944216,0.009641406,0.032433767,0.0024089387,0.0026782905,0.00028558253,0.00027511417,0.00012964888,0.057725683],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968202,0.00081005006,0.0007080242,0.0005533075,0.00020775918,0.0009006619],"domain_scores_gemma":[0.9948323,0.003521665,0.0006422308,0.0003879381,0.00049051235,0.00012535127],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.008022754,0.00045539765,0.00034400765,0.00038728377,0.00026197967,0.00070442085,0.0004638173,0.00091906486,0.0007296801],"category_scores_gemma":[0.0077389246,0.00056387234,0.00015539573,0.00056149164,0.0003267574,0.0025435705,0.00027412648,0.0014747013,0.0002788109],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001549647,0.0011353684,0.7296906,0.00073144137,0.00021824881,0.00005235638,0.002746753,0.0333094,0.0012625854,0.13962694,0.009930183,0.08114115],"study_design_scores_gemma":[0.0015723652,0.000023860563,0.62698936,0.0019386206,0.00017605553,0.00024453743,0.00047506974,0.017187921,0.0013610045,0.028359685,0.32089496,0.0007765666],"about_ca_topic_score_codex":0.0010234612,"about_ca_topic_score_gemma":0.00016061463,"teacher_disagreement_score":0.3109648,"about_ca_system_score_codex":0.0033194763,"about_ca_system_score_gemma":0.0011133425,"threshold_uncertainty_score":0.9996813},"labels":[],"label_agreement":null},{"id":"W2070963541","doi":"10.7202/1008448ar","title":"Les actions grises dans la théorie des ressources : une compétence cardinale pour la PME?","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03221340925995045,"score_gpt":0.26506904774296863,"score_spread":0.23285563848301818,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2070963541","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8031014,0.0017486553,0.013877275,0.09065485,0.0010193419,0.00025893503,0.00005784321,0.00019699994,0.089084655],"genre_scores_gemma":[0.94390106,0.009737714,0.0053224284,0.00039709784,0.002067087,0.00009474026,0.00022982898,0.00007204878,0.038177997],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99792147,0.00035765098,0.0005929181,0.00046708147,0.0001999913,0.00046087767],"domain_scores_gemma":[0.99444944,0.003910399,0.00061408867,0.0003339892,0.00062257977,0.00006952005],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015539166,0.00039111666,0.00033448744,0.00038891402,0.0003574876,0.00084790366,0.00036908573,0.0003621771,0.0007468414],"category_scores_gemma":[0.0025812862,0.0004571419,0.00019888997,0.000512737,0.0004958678,0.0036156366,0.00018631268,0.0006653558,0.00046838343],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007830864,0.00065696536,0.50526273,0.00043983167,0.00018845967,0.0000364865,0.0009822911,0.01677232,0.0006290042,0.41788453,0.003991033,0.053078033],"study_design_scores_gemma":[0.0007425136,0.000008754188,0.54089993,0.0013098972,0.00016725982,0.00023142033,0.00085603824,0.004044526,0.00019489038,0.024379091,0.4266651,0.0005006068],"about_ca_topic_score_codex":0.0029893436,"about_ca_topic_score_gemma":0.00036244138,"teacher_disagreement_score":0.42267406,"about_ca_system_score_codex":0.00040384041,"about_ca_system_score_gemma":0.000106890686,"threshold_uncertainty_score":0.99978805},"labels":[],"label_agreement":null},{"id":"W2071073404","doi":"10.1002/pa.179","title":"Social networks and non‐market strategy","year":2004,"lang":"en","type":"article","venue":"Journal of Public Affairs","topic":"Business Strategy and Innovation","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":"Concordia University","funders":"","keywords":"Stakeholder; Field (mathematics); Perspective (graphical); Set (abstract data type); Strategic management; Social network analysis; Social network (sociolinguistics); Market analysis; Management science; Business; Industrial organization; Marketing; Economics; Computer science; Social capital; Management; Sociology; Social media; Social science; Artificial intelligence","score_opus":0.024536660798150405,"score_gpt":0.2347694658518787,"score_spread":0.2102328050537283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071073404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67116654,0.00035116496,0.040819954,0.030306838,0.0012445861,0.00020828049,8.1648403e-7,0.00007671851,0.25582507],"genre_scores_gemma":[0.9965962,0.0000167046,0.00009211449,0.00034944346,0.0028562874,9.688291e-7,0.0000034158456,0.000013070359,0.00007179082],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999124,0.0000066908524,0.00035914584,0.0000918559,0.00020673123,0.00021161365],"domain_scores_gemma":[0.99892724,0.000009968181,0.0005175617,0.000053425025,0.00047691108,0.000014910652],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006966407,0.00011397612,0.00017965112,0.00026946215,0.00018457994,0.0004959071,0.0001448613,0.00010085733,0.0001676842],"category_scores_gemma":[0.00005341087,0.00009545478,0.000057584748,0.0006128134,0.00007106525,0.0029219852,0.00004394328,0.00023742624,0.000006868504],"study_design_candidate":"theoretical_or_conceptual","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":[0.00023873903,0.0005313449,0.020739036,0.00024596747,0.00029315896,0.0001548808,0.00013666342,0.0057767164,0.000499426,0.802609,0.086509,0.08226606],"study_design_scores_gemma":[0.011067317,0.00023396206,0.72500664,0.0002842791,0.000300939,0.0002485795,0.008808807,0.012014486,0.00004713822,0.102673426,0.13793193,0.0013824892],"about_ca_topic_score_codex":0.000023976101,"about_ca_topic_score_gemma":0.000017538425,"teacher_disagreement_score":0.7042676,"about_ca_system_score_codex":0.000031272095,"about_ca_system_score_gemma":0.00007923566,"threshold_uncertainty_score":0.4782043},"labels":[],"label_agreement":null},{"id":"W2071205160","doi":"10.7202/1008694ar","title":"De la cotraitance au management relationnel: le cas d’une coopérative artisanale du secteur du bâtiment","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.013923219220048726,"score_gpt":0.23340705275860998,"score_spread":0.21948383353856127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071205160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68936914,0.0012370276,0.04684653,0.18835524,0.0017834592,0.0006832869,0.00004202505,0.00020634528,0.07147696],"genre_scores_gemma":[0.9362285,0.004890651,0.0068434845,0.0022294798,0.0028576714,0.00018895058,0.00040804833,0.00008538396,0.046267837],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9975902,0.00035506068,0.0007411793,0.00052794185,0.00022586458,0.00055978005],"domain_scores_gemma":[0.9963018,0.002062501,0.0007510734,0.00032749932,0.00047467195,0.000082510436],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023471927,0.00041280282,0.00032856342,0.00039530647,0.0002817322,0.0007219458,0.00031623876,0.00032200603,0.0011321413],"category_scores_gemma":[0.0013687015,0.00051920605,0.00016545576,0.0005478223,0.00024628936,0.0036183698,0.00022173142,0.0005699222,0.000756527],"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":[0.00010644363,0.00087069225,0.27758488,0.00037689728,0.00026375966,0.00007647035,0.00089593563,0.040245004,0.0001003396,0.6497865,0.014878497,0.014814612],"study_design_scores_gemma":[0.0014976282,0.000014234466,0.60809326,0.0007719488,0.0001716961,0.00015947098,0.00031377777,0.029989721,0.00009852149,0.014257505,0.34412396,0.00050827017],"about_ca_topic_score_codex":0.0016525656,"about_ca_topic_score_gemma":0.00029562932,"teacher_disagreement_score":0.635529,"about_ca_system_score_codex":0.0011495576,"about_ca_system_score_gemma":0.00021097054,"threshold_uncertainty_score":0.99978095},"labels":[],"label_agreement":null},{"id":"W2071700320","doi":"10.1111/j.1467-8292.2009.00388.x","title":"LOYAUTÉ ET PERFORMANCE: UNE ANALYSE EMPIRIQUE DANS UN RÉSEAU COOPÉRATIF BANCAIRE","year":2009,"lang":"fr","type":"article","venue":"Annals of Public and Cooperative Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.05457791487455626,"score_gpt":0.27983726562479655,"score_spread":0.22525935075024028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2071700320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83868927,0.0026619963,0.0010270671,0.12373654,0.00039793272,0.00024713387,0.00003278504,0.000037359616,0.0331699],"genre_scores_gemma":[0.97795427,0.0056774407,0.00010321804,0.01302482,0.00048383576,0.000010333688,0.00025338866,0.000025748843,0.0024669208],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99814576,0.00006049167,0.00077254995,0.00045503938,0.00009439608,0.00047176846],"domain_scores_gemma":[0.99759394,0.000038569466,0.0005517815,0.00028236565,0.001483487,0.000049883358],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009486569,0.0003908294,0.00055068545,0.00030873576,0.00038206583,0.0007461985,0.00024495795,0.00025828846,0.00037445023],"category_scores_gemma":[0.000102922975,0.0003995703,0.00009868194,0.001133269,0.00034824476,0.006407772,0.00008845706,0.0002449337,0.000058819795],"study_design_candidate":"theoretical_or_conceptual","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":[0.000090158705,0.00047470623,0.038048465,0.0002432918,0.000262627,0.000005142449,0.000724689,0.0017060761,0.00016421189,0.8111153,0.008858615,0.13830669],"study_design_scores_gemma":[0.0020012218,0.0005384197,0.60202646,0.00038662556,0.00017314062,0.000018844908,0.002859651,0.06695009,0.0030806663,0.012397401,0.30803376,0.0015337121],"about_ca_topic_score_codex":0.0004044238,"about_ca_topic_score_gemma":0.0006155428,"teacher_disagreement_score":0.7987179,"about_ca_system_score_codex":0.00003528296,"about_ca_system_score_gemma":0.00039920176,"threshold_uncertainty_score":0.9998456},"labels":[],"label_agreement":null},{"id":"W2073144217","doi":"10.3917/riges.313.0064","title":"La gestion des fournisseurs : subir ou accompagner le changement?","year":2006,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.0409742010928655,"score_gpt":0.23511157915756123,"score_spread":0.19413737806469572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073144217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69339,0.01060828,0.0122336205,0.19650508,0.004827002,0.00073884265,0.0000115039975,0.0005912093,0.081094444],"genre_scores_gemma":[0.9837248,0.00014001231,0.00047769112,0.00035195553,0.0026014068,0.00003845776,0.00038505852,0.00005128568,0.012229353],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984107,0.00006592269,0.00041733694,0.00037037177,0.00027145975,0.0004642041],"domain_scores_gemma":[0.99885243,0.000047905607,0.00032082273,0.00020940066,0.00055496825,0.0000144427495],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00076116674,0.00030464708,0.00020709707,0.00035605748,0.00050532084,0.0006651294,0.00015613137,0.00040049374,0.0005593396],"category_scores_gemma":[0.00011394565,0.00034076828,0.00007659413,0.0011004179,0.0002140257,0.0034949805,0.00007648067,0.00034857544,0.0007799997],"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":[0.000107159656,0.00071847596,0.042669374,0.0013411859,0.000038397615,0.00003963649,0.000057182577,0.0035600495,0.0032350179,0.54938704,0.066979945,0.33186656],"study_design_scores_gemma":[0.000735332,0.000018692943,0.61973816,0.00060322054,0.000116419506,0.000015479254,0.00012211372,0.0040194164,0.00028998463,0.017074907,0.3568626,0.00040366096],"about_ca_topic_score_codex":0.005474174,"about_ca_topic_score_gemma":0.0007810229,"teacher_disagreement_score":0.5770688,"about_ca_system_score_codex":0.00012042477,"about_ca_system_score_gemma":0.000043701206,"threshold_uncertainty_score":0.99999803},"labels":[],"label_agreement":null},{"id":"W2073642383","doi":"10.1111/j.1948-7169.2000.tb00144.x","title":"Strategic Branding Bringing the Customer Closer","year":2000,"lang":"en","type":"article","venue":"Design Management Journal (Former Series)","topic":"Business Strategy and Innovation","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":"PQ Corporation (Canada)","funders":"Orange","keywords":"Monopoly; Corporation; Business; State (computer science); The Internet; Service (business); Customer service; Strategic management; Marketing; Management; Telecommunications; Market economy; Economics; Engineering; Finance","score_opus":0.03545807165305664,"score_gpt":0.2252572200040835,"score_spread":0.18979914835102685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2073642383","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.079177566,0.00020660623,0.013314054,0.00471348,0.0015195686,0.0008118614,7.930787e-7,0.00027752458,0.8999785],"genre_scores_gemma":[0.98461044,0.0003229175,0.00082694745,0.0033689032,0.0019675347,0.000028084107,0.000012479641,0.000055277076,0.008807435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814516,0.000029881017,0.0005241939,0.00025979747,0.0004723623,0.0005685883],"domain_scores_gemma":[0.99925077,0.000020024954,0.000284619,0.0002669591,0.00015759814,0.00002005481],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011998113,0.00030096358,0.00020887189,0.0003730533,0.0011908617,0.0016830404,0.00051187014,0.000072128605,0.0055249934],"category_scores_gemma":[0.0000074750915,0.00021341261,0.00011144652,0.0013261369,0.0000818231,0.0042049466,0.0000713177,0.0004005931,0.001474982],"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":[0.0011001327,0.000273506,0.0014385489,0.000447028,0.00063770555,0.00038777027,0.00021128458,0.008749979,0.00065616,0.79498166,0.042319037,0.1487972],"study_design_scores_gemma":[0.0028596132,0.00005107066,0.008720274,0.00031625666,0.00046408214,0.00029331178,0.0023761247,0.00883909,0.00015569653,0.10614833,0.86853105,0.0012451255],"about_ca_topic_score_codex":0.000026767391,"about_ca_topic_score_gemma":0.0000044395906,"teacher_disagreement_score":0.9054329,"about_ca_system_score_codex":0.000047375655,"about_ca_system_score_gemma":0.000017156804,"threshold_uncertainty_score":0.9993533},"labels":[],"label_agreement":null},{"id":"W2075768540","doi":"10.3917/riges.275.0023","title":"Stratégie virtuelle et stratégie d'entreprise : trois études de cas","year":2002,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03643738526216563,"score_gpt":0.23951461270764063,"score_spread":0.203077227445475,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2075768540","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5493694,0.011035801,0.011106606,0.33747056,0.004495723,0.0009644576,0.0000373934,0.0007238489,0.08479623],"genre_scores_gemma":[0.9832914,0.0011766957,0.0005789083,0.001715791,0.001341768,0.00002274355,0.00011914959,0.00004987943,0.01170369],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998141,0.000055505934,0.0004761453,0.00045358296,0.0003042543,0.0005695047],"domain_scores_gemma":[0.9988627,0.00006262708,0.00032242967,0.00032310263,0.0003969208,0.000032219326],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00057806895,0.00034443958,0.00024656788,0.00024547393,0.00033999435,0.00072095834,0.00020417703,0.00037158915,0.0044490136],"category_scores_gemma":[0.00023760862,0.00034729842,0.00010123077,0.00095002825,0.00012164141,0.0032356414,0.000077466866,0.0004651513,0.0017299621],"study_design_candidate":"theoretical_or_conceptual","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":[0.00008262941,0.0010015072,0.025829867,0.00097385806,0.00009832068,0.00013732776,0.00025187738,0.005374469,0.002722143,0.7359841,0.04589066,0.18165328],"study_design_scores_gemma":[0.002169608,0.00011573119,0.36529177,0.0010985619,0.00046189,0.00006049417,0.0008454067,0.082404874,0.00056756707,0.017414674,0.52818274,0.0013866614],"about_ca_topic_score_codex":0.001309232,"about_ca_topic_score_gemma":0.0003082483,"teacher_disagreement_score":0.7185694,"about_ca_system_score_codex":0.00016495382,"about_ca_system_score_gemma":0.000060734943,"threshold_uncertainty_score":0.9998979},"labels":[],"label_agreement":null},{"id":"W2076225323","doi":"10.7202/1009036ar","title":"Une expérience de parrainage : le cas de PME du secteur de l'énergie électrique","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations; Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.015303248734928138,"score_gpt":0.23932174952991966,"score_spread":0.22401850079499153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076225323","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80276144,0.00091063726,0.038555942,0.14687786,0.00080490427,0.00026526288,0.000017319755,0.0001689133,0.009637754],"genre_scores_gemma":[0.95895284,0.005112954,0.006026854,0.0040261024,0.0030996373,0.00013756071,0.00019276564,0.00007988323,0.022371376],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99763215,0.00029349947,0.00061067403,0.0004914596,0.0001592812,0.0008129513],"domain_scores_gemma":[0.99681187,0.0016811049,0.0006023055,0.00035168516,0.00044425178,0.000108777625],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0027432262,0.00038479664,0.00030725685,0.00033137033,0.00021118332,0.0006584368,0.0004222164,0.00040489138,0.00070175825],"category_scores_gemma":[0.0043295217,0.0004930172,0.00016817683,0.00054726296,0.00016934623,0.0035265253,0.0001971426,0.0007192162,0.00035317545],"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":[0.00017380842,0.0009922879,0.44294354,0.00069174176,0.00015229883,0.00017800798,0.0023959107,0.05592555,0.0030256393,0.45386666,0.013663593,0.025990939],"study_design_scores_gemma":[0.0013152137,0.000020199193,0.598928,0.0008406915,0.000106508545,0.0005609456,0.0002455773,0.07039841,0.0011159203,0.031290054,0.29446137,0.0007171557],"about_ca_topic_score_codex":0.0057605198,"about_ca_topic_score_gemma":0.00071892893,"teacher_disagreement_score":0.4225766,"about_ca_system_score_codex":0.0013755083,"about_ca_system_score_gemma":0.00050184986,"threshold_uncertainty_score":0.99975216},"labels":[],"label_agreement":null},{"id":"W2077031421","doi":"10.7202/044029ar","title":"Effets modérateurs des capacités complémentaires dans le e-commerce","year":2010,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.020799971413493972,"score_gpt":0.2476866618333172,"score_spread":0.22688669041982323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077031421","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8176823,0.00029979428,0.006752434,0.1558625,0.0019447894,0.00032782572,0.000043488664,0.0001643672,0.016922481],"genre_scores_gemma":[0.92556965,0.0023987826,0.009331187,0.0043075173,0.0024267866,0.00012254067,0.00070431735,0.00011864115,0.055020582],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99786824,0.00018594909,0.0006834267,0.00061596785,0.00018800612,0.00045841376],"domain_scores_gemma":[0.99668384,0.001685561,0.00057471,0.00043624523,0.00055476575,0.00006489571],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013279809,0.00042805975,0.0003401921,0.00041058968,0.0002715945,0.0010495853,0.0004954702,0.00038581388,0.0011938014],"category_scores_gemma":[0.002019622,0.0005292651,0.00017995432,0.0003485585,0.0005218196,0.003447507,0.00023406759,0.0010197527,0.0007818367],"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":[0.0001332726,0.001042585,0.21956813,0.0006633447,0.0002197364,0.0000736604,0.0004208593,0.016614607,0.010332898,0.656731,0.011212908,0.08298699],"study_design_scores_gemma":[0.002178176,0.00002446154,0.55263925,0.0009922985,0.00014942164,0.00022087786,0.00028705006,0.047047492,0.0010962856,0.062313374,0.3322153,0.0008359951],"about_ca_topic_score_codex":0.0042732223,"about_ca_topic_score_gemma":0.0014288496,"teacher_disagreement_score":0.59441763,"about_ca_system_score_codex":0.00029326286,"about_ca_system_score_gemma":0.00016675639,"threshold_uncertainty_score":0.9999962},"labels":[],"label_agreement":null},{"id":"W2077889365","doi":"10.1177/0092070302239221","title":"Software Review: The Marketplace Game Innovative Learning Solutions Inc. www.marketplace-simulation.com","year":2003,"lang":"en","type":"article","venue":"Journal of the Academy of Marketing Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Camosun College; Simon Fraser University","funders":"","keywords":"Software; Computer science; Marketing; Multimedia; World Wide Web; Business; Advertising; Operating system","score_opus":0.0306024025781344,"score_gpt":0.27685117082631494,"score_spread":0.24624876824818054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2077889365","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74809325,0.017287856,0.016324518,0.15369835,0.004597015,0.0025062864,0.000006997257,0.00022955482,0.057256155],"genre_scores_gemma":[0.9943016,0.0003847727,0.00057238876,0.00392042,0.0002927051,0.0000035599069,5.934009e-7,0.000016322607,0.00050759147],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969856,0.00039236355,0.0009654242,0.00022011859,0.0010496505,0.00038685277],"domain_scores_gemma":[0.9936857,0.0012515924,0.0028953971,0.0002057509,0.0019442649,0.000017279597],"candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.030596573,0.00018837121,0.00029388553,0.00034629303,0.0011254789,0.00018696091,0.0012307469,0.00008746624,0.00016969793],"category_scores_gemma":[0.035162438,0.00011191332,0.00010959022,0.0052899644,0.00068738643,0.002400916,0.00030099272,0.0010102935,0.0000125198485],"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":[0.0027001568,0.00070877536,0.2425599,0.0066912156,0.0004751862,0.000010211569,0.0006702369,0.20259884,0.017851392,0.10691381,0.32251504,0.096305236],"study_design_scores_gemma":[0.0010902811,0.000028823188,0.46109486,0.006196301,0.00023674565,0.000089001645,0.00071087794,0.029200543,0.00037496726,0.0057465336,0.49462336,0.00060769456],"about_ca_topic_score_codex":0.0000072844255,"about_ca_topic_score_gemma":6.023634e-7,"teacher_disagreement_score":0.24620838,"about_ca_system_score_codex":0.00009203274,"about_ca_system_score_gemma":0.00026403932,"threshold_uncertainty_score":0.9982048},"labels":[],"label_agreement":null},{"id":"W2078045480","doi":"10.4000/rfsic.639","title":"L’économie numérique : la réalité derrière le miracle des NTIC","year":2013,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Business Strategy and Innovation","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; Philosophy","score_opus":0.026823894784014604,"score_gpt":0.26598757175104315,"score_spread":0.23916367696702856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078045480","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5187861,0.0048914733,0.039402287,0.029360477,0.00025346712,0.00074193964,0.000007925725,0.00023916028,0.4063172],"genre_scores_gemma":[0.9795199,0.0014601744,0.01576053,0.0022930203,0.00011676255,0.00013233807,0.00012919579,0.00002017759,0.00056787865],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980559,0.00036202045,0.0007114084,0.0001941244,0.0001904832,0.0004860889],"domain_scores_gemma":[0.9975357,0.00047762902,0.0006363697,0.0005420402,0.00076504314,0.000043228094],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.003677906,0.0002577023,0.00023297154,0.00039404948,0.0018390877,0.0028264963,0.0009073359,0.00033295993,0.0004793314],"category_scores_gemma":[0.0006829456,0.00028592348,0.000096510754,0.0015180233,0.0023885856,0.023441019,0.00022719006,0.0004390316,0.0007199262],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013583285,0.00019206794,0.020492688,0.0015258318,0.000023804942,0.0000011579679,0.0058127856,0.008858844,0.00020300392,0.90388775,0.0033999188,0.055588577],"study_design_scores_gemma":[0.00090480037,0.000027627677,0.17450549,0.0015311433,0.00004736516,0.000119371165,0.00478477,0.31719655,0.00015563854,0.17973733,0.32032862,0.00066129596],"about_ca_topic_score_codex":0.014074601,"about_ca_topic_score_gemma":0.0006931935,"teacher_disagreement_score":0.7241504,"about_ca_system_score_codex":0.000219118,"about_ca_system_score_gemma":0.00048044926,"threshold_uncertainty_score":0.9999593},"labels":[],"label_agreement":null},{"id":"W2078283511","doi":"10.7202/1008023ar","title":"Valeurs guidant la planification des nouvelles entreprises","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.028398867361672665,"score_gpt":0.2535639875453893,"score_spread":0.22516512018371662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078283511","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83827835,0.0041691773,0.020088302,0.11152914,0.00227797,0.00050001376,0.000078427925,0.00027773192,0.022800911],"genre_scores_gemma":[0.892029,0.02594665,0.014745744,0.002066304,0.004020267,0.00014654985,0.0009502219,0.00012885031,0.059966404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976023,0.00029159428,0.00079381146,0.000546114,0.00022177528,0.0005444188],"domain_scores_gemma":[0.99499446,0.003095446,0.0007838971,0.0004312852,0.00061675924,0.00007816934],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021251338,0.0004187789,0.0003228134,0.00048428454,0.00018329697,0.0009068394,0.0003962706,0.0003948028,0.0019320484],"category_scores_gemma":[0.004393716,0.00050851156,0.00018129892,0.00040104697,0.00038112712,0.0044724443,0.00022485008,0.0005497967,0.0016399781],"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":[0.00012127123,0.0010935548,0.4030734,0.0007315702,0.00018190443,0.000029431529,0.0009918945,0.009408567,0.0006782003,0.48242787,0.018077731,0.0831846],"study_design_scores_gemma":[0.00083750434,0.00001084436,0.47714743,0.0010432877,0.00015575402,0.0001501925,0.0003071205,0.007047302,0.00025839018,0.012944158,0.4995559,0.0005421325],"about_ca_topic_score_codex":0.000628824,"about_ca_topic_score_gemma":0.00006807881,"teacher_disagreement_score":0.48147815,"about_ca_system_score_codex":0.00046909507,"about_ca_system_score_gemma":0.0001688683,"threshold_uncertainty_score":0.99973667},"labels":[],"label_agreement":null},{"id":"W2078363434","doi":"10.7202/1002221ar","title":"La mise en place de l’offre et la formation des usages des NTIC. Les cas de Vidéoway et de Télétel","year":2011,"lang":"fr","type":"article","venue":"Cahiers de recherche sociologique","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy","score_opus":0.18475703824858491,"score_gpt":0.3627740048262753,"score_spread":0.1780169665776904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078363434","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7951858,0.002541609,0.10257217,0.001621152,0.000109697336,0.00026634888,0.000009968367,0.00021670542,0.09747651],"genre_scores_gemma":[0.9377725,0.009806793,0.04596683,0.0029207512,0.00030208493,0.00009465042,0.00007642704,0.000070979426,0.0029889832],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.992378,0.005982615,0.00040701963,0.0003155226,0.00010823743,0.0008085801],"domain_scores_gemma":[0.9961902,0.0028281063,0.00034054252,0.0002184768,0.0003669696,0.000055703254],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.022658007,0.0003833508,0.00031666562,0.00019115963,0.00045303372,0.00029998858,0.00038312073,0.0050102044,0.00016437336],"category_scores_gemma":[0.008214846,0.0003932173,0.00014271784,0.0005342933,0.0013736304,0.0023825334,0.00008578447,0.0039214473,0.000046254718],"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":[0.00039669883,0.00062310987,0.1568408,0.0055994927,0.00036310643,0.00022994819,0.09786909,0.0010088128,0.011006834,0.56341106,0.004637992,0.15801308],"study_design_scores_gemma":[0.0014929061,0.00011953702,0.41550457,0.0014101487,0.00048231857,0.0003514789,0.04629797,0.0044283085,0.008426887,0.4768085,0.043304153,0.0013732096],"about_ca_topic_score_codex":0.0016915924,"about_ca_topic_score_gemma":0.00043263077,"teacher_disagreement_score":0.2586638,"about_ca_system_score_codex":0.0020892725,"about_ca_system_score_gemma":0.00094498455,"threshold_uncertainty_score":0.99985194},"labels":[],"label_agreement":null},{"id":"W2078641267","doi":"10.7202/1024525ar","title":"TIC et performance","year":2014,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.016555969510098318,"score_gpt":0.2333261624286888,"score_spread":0.21677019291859048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2078641267","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69256455,0.0004399901,0.009663905,0.25108933,0.0018385191,0.0002749888,0.000014708119,0.00017292707,0.043941095],"genre_scores_gemma":[0.8848092,0.008158399,0.0047034663,0.009614844,0.0024358025,0.00008070337,0.00043215373,0.000086303924,0.089679115],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980514,0.00019936937,0.00063587626,0.0005522064,0.00018792303,0.00037321006],"domain_scores_gemma":[0.9963636,0.0020434908,0.000602693,0.00038552616,0.00056310085,0.000041596373],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020875563,0.00035265234,0.00030389967,0.00041641865,0.00012922089,0.0008918483,0.00036895348,0.00030376198,0.002358112],"category_scores_gemma":[0.0033532567,0.00042921168,0.00013848586,0.00034759028,0.00018228199,0.0033872551,0.00020692134,0.0006584234,0.002287251],"study_design_candidate":"theoretical_or_conceptual","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":[0.00008038083,0.00034048964,0.09472094,0.0007645175,0.000083536244,0.000013531417,0.00009581636,0.043978076,0.00014696017,0.7131456,0.012113722,0.13451639],"study_design_scores_gemma":[0.0009577468,0.000021945858,0.21505399,0.0011921672,0.00007336398,0.00005870569,0.00001977389,0.18159747,0.000058473473,0.017371573,0.58315444,0.00044032643],"about_ca_topic_score_codex":0.00031261015,"about_ca_topic_score_gemma":0.00008619103,"teacher_disagreement_score":0.6957741,"about_ca_system_score_codex":0.00029595476,"about_ca_system_score_gemma":0.00013369528,"threshold_uncertainty_score":0.99981594},"labels":[],"label_agreement":null},{"id":"W2079566643","doi":"10.3917/riges.263.0035","title":"Les raisons de la mutation par les NTIC de l'interface commerciale","year":2001,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03348738567267389,"score_gpt":0.2815297204055619,"score_spread":0.248042334732888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079566643","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.849631,0.0022226246,0.08780257,0.04467852,0.0007961069,0.00019847087,0.000003099919,0.00015881573,0.014508794],"genre_scores_gemma":[0.9952458,0.00024498158,0.00067722687,0.00040135533,0.0009039458,0.00001740361,0.00008929453,0.00002903822,0.0023909437],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9989764,0.00009587113,0.0002658247,0.00020241771,0.0001263737,0.00033312626],"domain_scores_gemma":[0.9992834,0.00009804138,0.00020989183,0.00012641486,0.00026842047,0.000013830463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007408954,0.00018148481,0.00014195353,0.00017544188,0.00047032724,0.00039564059,0.00011539166,0.0003317825,0.00070141844],"category_scores_gemma":[0.00032309486,0.00021278029,0.000048254016,0.00063257065,0.00017375451,0.0012588407,0.000037472884,0.0003095425,0.0002544444],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001641947,0.00046181874,0.3116293,0.0008466836,0.00005373071,0.00006610968,0.00037263733,0.010077317,0.0057009254,0.1648551,0.018073939,0.48769826],"study_design_scores_gemma":[0.00059593515,0.000019271554,0.69199073,0.0005548425,0.0001478322,0.00006182652,0.00036189205,0.02256845,0.00043573682,0.006237355,0.2767249,0.00030123326],"about_ca_topic_score_codex":0.0070237746,"about_ca_topic_score_gemma":0.00039120365,"teacher_disagreement_score":0.48739702,"about_ca_system_score_codex":0.00013982957,"about_ca_system_score_gemma":0.000048192953,"threshold_uncertainty_score":0.99958855},"labels":[],"label_agreement":null},{"id":"W2079638537","doi":"10.4000/communicationorganisation.2670","title":"La communication institutionnelle vue par l’entreprise de six grands – Systèmes relationnels : proposition d’une typologie","year":2002,"lang":"fr","type":"article","venue":"Communication et organisation","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 Laval","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03422424056952689,"score_gpt":0.24345844421443513,"score_spread":0.20923420364490825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2079638537","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3125073,0.021956693,0.05162587,0.27655092,0.0015457179,0.0027583889,0.00003978231,0.0015133669,0.33150196],"genre_scores_gemma":[0.985602,0.0065794075,0.0033821603,0.0012770124,0.0002401925,0.00011036407,0.0014402699,0.00006851586,0.0013000801],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9971664,0.0007264232,0.00093125424,0.00042581934,0.00035376076,0.00039632816],"domain_scores_gemma":[0.9961331,0.00037647126,0.0010246073,0.0014450559,0.0009845059,0.000036291654],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019723044,0.00039139274,0.00032599017,0.00039425827,0.0016457046,0.0007863048,0.0007441677,0.0006352286,0.0025168208],"category_scores_gemma":[0.0007865205,0.0004573594,0.00010494207,0.0017034225,0.0006252361,0.0055693346,0.00032396114,0.00078854355,0.0015907487],"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":[0.00006394713,0.0010756511,0.013662009,0.000648777,0.0001018921,0.000004177424,0.0050257663,0.0029068484,0.0014759223,0.93671167,0.018543141,0.01978017],"study_design_scores_gemma":[0.0055920035,0.00009324525,0.3008945,0.0029517168,0.0009953256,0.00012911213,0.0077714506,0.13118537,0.0018554975,0.3879685,0.15827735,0.0022859147],"about_ca_topic_score_codex":0.0011252017,"about_ca_topic_score_gemma":0.0002921803,"teacher_disagreement_score":0.6730947,"about_ca_system_score_codex":0.00049897295,"about_ca_system_score_gemma":0.00011035073,"threshold_uncertainty_score":0.9997878},"labels":[],"label_agreement":null},{"id":"W2080277760","doi":"10.1057/jcb.2008.19","title":"Connecting product innovation management and marketing","year":2008,"lang":"en","type":"article","venue":"Journal of Commercial Biotechnology","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Investor relations; Business; Marketing; Product (mathematics); Marketing management; Product management; Strategic management; Product strategy; New product development","score_opus":0.027292386017886923,"score_gpt":0.23310330541497049,"score_spread":0.20581091939708357,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080277760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9816459,0.00015388316,0.001685387,0.0117956335,0.00048230917,0.00009847741,1.7425802e-7,0.000057911857,0.00408037],"genre_scores_gemma":[0.9965833,0.00010892441,0.001808153,0.0007650487,0.0006978278,0.0000011604504,0.000002809169,0.000011253495,0.000021539961],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99909157,0.000010763837,0.00049165846,0.0001174114,0.00013708384,0.00015153598],"domain_scores_gemma":[0.99878913,0.000023604409,0.000680869,0.00010387237,0.000399099,0.0000034023024],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078829244,0.000105297055,0.00019294379,0.00094125565,0.00026136092,0.00004771066,0.00015402651,0.00011537177,0.000027383403],"category_scores_gemma":[0.00032146863,0.00009565068,0.000023970333,0.0014319721,0.00008319267,0.00072882324,0.000113159265,0.00029570019,0.000008105848],"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":[0.000461764,0.00017797433,0.03674046,0.0003358324,0.00012112947,0.00016918637,0.000051092135,0.000034615703,0.013716204,0.40437675,0.0066521945,0.5371628],"study_design_scores_gemma":[0.0028537677,0.00010542207,0.5229859,0.0003341117,0.00013859392,0.0012308874,0.00079222117,0.0004923201,0.0077239624,0.013329191,0.4493541,0.0006595408],"about_ca_topic_score_codex":0.00001389223,"about_ca_topic_score_gemma":0.0000044211956,"teacher_disagreement_score":0.53650326,"about_ca_system_score_codex":0.000017498463,"about_ca_system_score_gemma":0.00001205156,"threshold_uncertainty_score":0.39005214},"labels":[],"label_agreement":null},{"id":"W2080382768","doi":"10.3917/riges.263.0045","title":"Les chemins vers la performance : l'approche relationnelle et la transformation des entreprises","year":2001,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.025988304154992994,"score_gpt":0.23347051200222527,"score_spread":0.20748220784723226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2080382768","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7889215,0.00066708395,0.011885693,0.011686214,0.00039149425,0.0002105907,0.000001972834,0.00014924939,0.18608622],"genre_scores_gemma":[0.99256164,0.0017600462,0.00039898505,0.00014551055,0.0002891434,0.000020740743,0.0002467654,0.000021677319,0.0045554866],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990306,0.000039682065,0.00031149873,0.00020664219,0.00018498905,0.00022662219],"domain_scores_gemma":[0.9992869,0.00007209781,0.00019471296,0.00011990467,0.00031521873,0.000011200087],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006813419,0.00019047195,0.00012183283,0.00017743296,0.00037320194,0.0003046695,0.000090181944,0.00030123373,0.00053335185],"category_scores_gemma":[0.00014047866,0.00020725229,0.000048275735,0.0008006749,0.00014942697,0.0046705524,0.000022067288,0.0002896578,0.00028386604],"study_design_candidate":"design_other","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":[0.00017635532,0.00029123225,0.06594271,0.0016336266,0.00003820241,0.000006593088,0.0015888761,0.009259257,0.0010394253,0.27685353,0.0014503164,0.6417199],"study_design_scores_gemma":[0.00087527453,0.000017155484,0.361406,0.0009048304,0.0001188366,0.000031996286,0.00078242685,0.023357626,0.0004113375,0.0025765153,0.60916424,0.00035379265],"about_ca_topic_score_codex":0.00032994366,"about_ca_topic_score_gemma":0.000034955883,"teacher_disagreement_score":0.64136606,"about_ca_system_score_codex":0.000072610695,"about_ca_system_score_gemma":0.000034671924,"threshold_uncertainty_score":0.8451503},"labels":[],"label_agreement":null},{"id":"W208098925","doi":"","title":"Study on Approaches of Constructing Travel Agencies' Sustained Competitive Advantage by Knowledge Management/ÉTUDE SUR LES APPROCHES DE LA CONSTRUCTION DE L'AVANTAGE COMPETITIF DURABLE DES AGENCES DE VOYAGE PAR LA GESTION DU SAVOIR-FAIRE","year":2009,"lang":"fr","type":"article","venue":"Canadian social science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Competitive advantage; Agency (philosophy); Competition (biology); Knowledge economy; Business; Construct (python library); Knowledge management; Marketing; Management; Economics; Sociology; Computer science","score_opus":0.02771167027478683,"score_gpt":0.2387293514716187,"score_spread":0.21101768119683187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W208098925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49961534,0.00038296595,0.00211266,0.0008573029,0.00021615686,0.00055781484,0.000042554904,0.000056606623,0.4961586],"genre_scores_gemma":[0.9979714,0.00009952087,0.0011105102,0.00016392623,0.00028635355,0.000022797063,0.000032611086,0.000022720715,0.00029016886],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9973689,0.00026075452,0.00046381573,0.0005562799,0.00035607247,0.0009942151],"domain_scores_gemma":[0.9986734,0.00019805253,0.0004055322,0.00015183182,0.00045265417,0.00011857426],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0027295377,0.00035939162,0.00037011047,0.0005079215,0.0019807222,0.00073628075,0.000519808,0.00026118555,0.00005947931],"category_scores_gemma":[0.00044970395,0.00041836905,0.00008039278,0.0020808643,0.0041923816,0.0017636855,0.00006494026,0.00040738235,0.000006006841],"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":[0.000033053046,0.00031175202,0.1314273,0.00047645302,0.000043893535,0.000107882195,0.005660795,0.000008658104,0.0025608907,0.8314195,0.00020660422,0.027743177],"study_design_scores_gemma":[0.000778389,0.00007480987,0.12807873,0.00044191658,0.00014928215,0.000036776644,0.8644677,0.0008392644,0.0008876023,0.0027543693,0.00096693635,0.0005242161],"about_ca_topic_score_codex":0.0026373398,"about_ca_topic_score_gemma":0.0066929134,"teacher_disagreement_score":0.8588069,"about_ca_system_score_codex":0.0012986944,"about_ca_system_score_gemma":0.0010778615,"threshold_uncertainty_score":0.9998268},"labels":[],"label_agreement":null},{"id":"W2082193888","doi":"10.7202/1006193ar","title":"Coordination intraorganisationnelle : une approche conventionnelle des pratiques de stock dans la banque de détail","year":2011,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.02534940987480933,"score_gpt":0.23371182295165835,"score_spread":0.20836241307684902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082193888","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12687777,0.00020438412,0.34690484,0.0070518907,0.0016159458,0.0005942051,0.000011352125,0.00023881503,0.51650083],"genre_scores_gemma":[0.95411706,0.0001618287,0.01367504,0.00090890354,0.0008250433,0.00014255085,0.00038086026,0.000059869606,0.029728854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99815047,0.00006658834,0.0005590019,0.00042190944,0.00036356656,0.00043849464],"domain_scores_gemma":[0.99861574,0.00003858602,0.00042565286,0.00021773862,0.0006726914,0.00002961319],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010243423,0.0003180361,0.00018338725,0.0004514104,0.00038776564,0.0005555657,0.0005156999,0.00022359131,0.0034355572],"category_scores_gemma":[0.00010730229,0.00037544145,0.00009974213,0.000856769,0.00031557522,0.0027034832,0.0002469333,0.00025338674,0.00033925255],"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":[0.00008419321,0.0008000747,0.05030006,0.00075905357,0.00036003807,0.0000526197,0.0031951026,0.00023616567,0.0003943669,0.907747,0.024727544,0.011343836],"study_design_scores_gemma":[0.0027254021,0.00007221869,0.31142896,0.0009369574,0.00053052045,0.00005718047,0.024043484,0.06723524,0.0019018168,0.3237814,0.26615778,0.0011290543],"about_ca_topic_score_codex":0.001970667,"about_ca_topic_score_gemma":0.00035308563,"teacher_disagreement_score":0.8272393,"about_ca_system_score_codex":0.00044762852,"about_ca_system_score_gemma":0.000075366625,"threshold_uncertainty_score":0.99986976},"labels":[],"label_agreement":null},{"id":"W2082999222","doi":"10.3917/riges.354.0056","title":"Gérer des communautés de création : Ubisoft Montréal et les jeux vidéo","year":2010,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.025039319737291565,"score_gpt":0.24437743556568992,"score_spread":0.21933811582839835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2082999222","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8788521,0.002588379,0.023640348,0.077724576,0.002825549,0.00029435984,0.000006319291,0.0002576074,0.013810717],"genre_scores_gemma":[0.9898517,0.0002463127,0.0024015086,0.0011626222,0.0011143984,0.00002521175,0.00023701982,0.00003769746,0.0049235374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99884355,0.000051899104,0.00033046288,0.00023003492,0.00019143659,0.00035263636],"domain_scores_gemma":[0.9987874,0.000069187554,0.0002437574,0.00025427566,0.0006282881,0.000017080982],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009903326,0.0002252232,0.00015827594,0.00020471128,0.00055821426,0.0005236104,0.00016525558,0.00047520988,0.0007562101],"category_scores_gemma":[0.00051686727,0.00024750567,0.000057991314,0.00060308253,0.00019616896,0.003019528,0.00008163678,0.00075464766,0.00045022462],"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":[0.00009800186,0.00029963185,0.08990683,0.00086755835,0.000038440372,0.00000980519,0.0003978254,0.0022364126,0.020541508,0.5757595,0.014166336,0.2956782],"study_design_scores_gemma":[0.00055492116,0.000019404974,0.63051707,0.00037898883,0.00010552805,0.00001548602,0.00024268031,0.032367516,0.00035658726,0.019526172,0.3155526,0.00036307817],"about_ca_topic_score_codex":0.0051665013,"about_ca_topic_score_gemma":0.0039041997,"teacher_disagreement_score":0.5562333,"about_ca_system_score_codex":0.000059968414,"about_ca_system_score_gemma":0.00004798146,"threshold_uncertainty_score":0.99999774},"labels":[],"label_agreement":null},{"id":"W2084117429","doi":"10.12968/ijtr.2008.15.3.28723","title":"Talking about stroke rehabilitation can improve team processes","year":2008,"lang":"en","type":"article","venue":"International Journal of Therapy and Rehabilitation","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Stroke (engine); Rehabilitation; Intervention (counseling); Medicine; Cause of death; Physical medicine and rehabilitation; Physical therapy; Nursing; Disease","score_opus":0.012738669265726523,"score_gpt":0.2445771222057611,"score_spread":0.23183845294003458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084117429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9882918,0.000309057,0.0005598468,0.007894688,0.001239849,0.00017672786,0.0000041449334,0.000026510823,0.0014973512],"genre_scores_gemma":[0.9956673,0.00023149085,0.002008291,0.0006467665,0.0013120117,0.000009453768,0.000014348964,0.000014339284,0.00009600844],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987392,0.000018780196,0.0005472169,0.00015005999,0.0004340023,0.00011076429],"domain_scores_gemma":[0.99657786,0.00026238064,0.0006671243,0.00007447033,0.002406938,0.000011212831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050451374,0.00012889373,0.00016678045,0.0004724223,0.00015631902,0.00014068783,0.00018476679,0.000072166025,0.00003682564],"category_scores_gemma":[0.0009525835,0.00010499613,0.000079835765,0.00029203136,0.00017033848,0.0020758084,0.000023725408,0.00015512486,0.0000041630296],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.004530537,0.0017718854,0.55151,0.0009853859,0.0007056504,0.000041102852,0.01004089,0.0017714401,0.051825613,0.06259773,0.010796416,0.3034234],"study_design_scores_gemma":[0.005582342,0.00088751176,0.83863264,0.00058118795,0.000047966158,0.00014131014,0.0030722541,0.0012748457,0.0010723199,0.03077841,0.11733722,0.00059196237],"about_ca_topic_score_codex":0.000109526554,"about_ca_topic_score_gemma":0.000024326926,"teacher_disagreement_score":0.30283144,"about_ca_system_score_codex":0.000060124876,"about_ca_system_score_gemma":0.00009710914,"threshold_uncertainty_score":0.4281618},"labels":[],"label_agreement":null},{"id":"W2084932058","doi":"10.4000/ticetsociete.751","title":"Le chat est-il (encore) un média interactif?","year":2010,"lang":"fr","type":"article","venue":"Tic & société","topic":"Business Strategy and Innovation","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; Philosophy; Political science","score_opus":0.015580576145446076,"score_gpt":0.2495134355985553,"score_spread":0.2339328594531092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2084932058","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54449266,0.001702687,0.00055256765,0.04220178,0.019754594,0.0004357997,0.000008999625,0.0002629064,0.39058802],"genre_scores_gemma":[0.9724118,0.000093828654,0.00032311806,0.0034832372,0.004645422,0.000024582028,0.0001086614,0.000063086554,0.01884628],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830127,0.000017428962,0.00047568564,0.00040314448,0.00026377884,0.00053870596],"domain_scores_gemma":[0.9985612,0.00008400036,0.0004080332,0.00040080433,0.0005189531,0.000027021764],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00046734273,0.00033238876,0.00031595124,0.0001604468,0.00045755334,0.0006551427,0.0003596487,0.00035307574,0.009757274],"category_scores_gemma":[0.00025339623,0.00035741815,0.00013397602,0.0008167719,0.0002662305,0.003304577,0.00017889534,0.0008124255,0.0043483367],"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":[0.000046006477,0.00044475633,0.0027183895,0.0005578268,0.00009830433,0.000029766965,0.00019527557,0.000008942044,0.00499881,0.67842233,0.023569822,0.28890973],"study_design_scores_gemma":[0.0010935905,0.00001662054,0.016661933,0.00019056618,0.00017118378,0.000014687285,0.0009864137,0.002389671,0.0006993472,0.028966116,0.94819593,0.00061395887],"about_ca_topic_score_codex":0.0016974034,"about_ca_topic_score_gemma":0.00028683688,"teacher_disagreement_score":0.9246261,"about_ca_system_score_codex":0.000031606065,"about_ca_system_score_gemma":0.00018930764,"threshold_uncertainty_score":0.99988776},"labels":[],"label_agreement":null},{"id":"W2085802186","doi":"10.3917/riges.275.0012","title":"Modèle d'affaires électroniques et création de la valeur économique : un cadre d'analyse","year":2002,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Political science; Humanities; Physics; Philosophy","score_opus":0.0422210476180812,"score_gpt":0.23181104952693904,"score_spread":0.18959000190885783,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2085802186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72855455,0.008037149,0.06635232,0.14385137,0.0011159495,0.00055631343,0.000013471221,0.0005749262,0.050943922],"genre_scores_gemma":[0.9913303,0.0010816209,0.0011056346,0.0013356747,0.00089062174,0.000032073363,0.00014883817,0.000037483536,0.0040377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9987302,0.00015062751,0.00034890798,0.00031633987,0.0001065669,0.00034735276],"domain_scores_gemma":[0.9990885,0.000083133484,0.00029827806,0.00020390787,0.00030932017,0.000016836184],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00088785205,0.00024042581,0.00018918031,0.00026212528,0.0002462601,0.0005866541,0.00013389978,0.00038801425,0.0013911774],"category_scores_gemma":[0.00026650232,0.00027494013,0.00007663859,0.0006619913,0.000100062,0.0030752697,0.00004963852,0.00038510552,0.00032056207],"study_design_candidate":"theoretical_or_conceptual","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":[0.000054874763,0.00046650547,0.03442987,0.0006176175,0.00010451897,0.000022713879,0.00027619937,0.012094976,0.0033428005,0.792275,0.0228515,0.13346344],"study_design_scores_gemma":[0.0010595624,0.000055743938,0.27218765,0.00061312376,0.00041180223,0.000037251157,0.00018024849,0.45531505,0.002641545,0.07752452,0.18910876,0.0008647546],"about_ca_topic_score_codex":0.001694843,"about_ca_topic_score_gemma":0.00015778621,"teacher_disagreement_score":0.71475047,"about_ca_system_score_codex":0.00019382348,"about_ca_system_score_gemma":0.000043489465,"threshold_uncertainty_score":0.99997026},"labels":[],"label_agreement":null},{"id":"W2087627213","doi":"10.1023/b:gejo.0000007358.00395.0d","title":"Collaboration in industry: Empirical findings among small electronics manufacturing firms in the Greater Toronto Area","year":2002,"lang":"en","type":"article","venue":"GeoJournal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"McMaster University","funders":"Ontario Centres of Excellence","keywords":"Restructuring; Business; Empirical research; Industrial organization; Marketing; Electronics; Human geography; Norm (philosophy); Economic geography; Economics; Finance","score_opus":0.03963002139284683,"score_gpt":0.2456096318025491,"score_spread":0.20597961040970228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087627213","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9853909,0.00008006381,0.00003391038,0.0042272424,0.00013512075,0.00015301596,4.2381194e-7,0.000020697165,0.009958624],"genre_scores_gemma":[0.99782467,0.000018405517,0.000021742713,0.0014199074,0.0004711481,0.00001476369,0.000010409877,0.000011559404,0.00020741484],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99894905,0.000018544202,0.00032387223,0.0001714448,0.00019342393,0.00034364572],"domain_scores_gemma":[0.99965715,0.000015486925,0.00013304729,0.00011692363,0.00007030079,0.0000071101213],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00049632904,0.00014355747,0.00012881427,0.00017261945,0.00015387454,0.00050446513,0.00020443436,0.00020097599,0.0010017599],"category_scores_gemma":[0.000037137153,0.00010678026,0.000026231335,0.00058813056,0.000024223224,0.0018444938,0.000032822893,0.0006213294,0.00003739651],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005401296,0.00015819426,0.98262566,0.000041198913,0.000013622538,0.00007973383,0.0008899754,0.0009794467,0.000111518064,0.0015152792,0.007996216,0.0055351104],"study_design_scores_gemma":[0.00074954017,0.000014247546,0.9716296,0.00007016014,0.000012256463,0.000013432256,0.00074495445,0.008468739,0.00010813886,0.0007782888,0.017196659,0.00021398335],"about_ca_topic_score_codex":0.00057288446,"about_ca_topic_score_gemma":0.005269914,"teacher_disagreement_score":0.012433747,"about_ca_system_score_codex":0.00014622095,"about_ca_system_score_gemma":0.000014443414,"threshold_uncertainty_score":0.9999115},"labels":[],"label_agreement":null},{"id":"W2087663301","doi":"10.3166/isi.15.5.11-36","title":"Interopérabilité des entreprises. Vers l'utilisation d'ontologies éphémères","year":2010,"lang":"fr","type":"article","venue":"Ingénierie des systèmes d information","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.018088662179343636,"score_gpt":0.22242968789615403,"score_spread":0.2043410257168104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2087663301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9285587,0.0008367388,0.00770563,0.0016512872,0.0074029015,0.0006246004,0.00002086785,0.00046064256,0.0527386],"genre_scores_gemma":[0.9960692,0.00012241346,0.0014682865,0.0005117201,0.0008189865,0.00006366437,0.00041466474,0.00002819131,0.00050289545],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975769,0.000036233047,0.0011304925,0.0002840561,0.00036164906,0.00061066705],"domain_scores_gemma":[0.996868,0.000094509545,0.00087502855,0.00044675783,0.0016829787,0.000032702766],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0008848707,0.000427856,0.0003488499,0.0006166339,0.0007499209,0.001839102,0.0003830794,0.00048076108,0.0014279195],"category_scores_gemma":[0.0020407331,0.00044414503,0.00013789073,0.0012451422,0.0011400721,0.028607644,0.00018343271,0.00052581716,0.0013131205],"study_design_candidate":"design_other","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":[0.00019729052,0.00014633419,0.08429338,0.0044573676,0.00010324315,0.000004969982,0.0034876529,0.00046199476,0.0014231006,0.24071826,0.0041948976,0.6605115],"study_design_scores_gemma":[0.0018973914,0.00008368394,0.3816969,0.0014498428,0.00027167576,0.00006564323,0.010313605,0.02066363,0.002480388,0.09141339,0.4881665,0.0014973264],"about_ca_topic_score_codex":0.0023028476,"about_ca_topic_score_gemma":0.00068407954,"teacher_disagreement_score":0.65901417,"about_ca_system_score_codex":0.00026725236,"about_ca_system_score_gemma":0.00012394937,"threshold_uncertainty_score":0.99980104},"labels":[],"label_agreement":null},{"id":"W2088701404","doi":"10.3917/riges.282.0082","title":"Les services de haute technologie : le processus de développement des services d'information industriels","year":2003,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.030788214403998024,"score_gpt":0.24837344984539214,"score_spread":0.21758523544139413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088701404","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9158224,0.0035222229,0.019453822,0.04650744,0.0008045834,0.0005991792,0.000008056896,0.0005387526,0.012743538],"genre_scores_gemma":[0.9953949,0.0004114453,0.0025799219,0.0008023272,0.00019572883,0.000057112222,0.00016475574,0.00001932051,0.00037450716],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986318,0.000027643548,0.00042027247,0.00021251621,0.00020361526,0.00050419156],"domain_scores_gemma":[0.9986594,0.000015294674,0.00043871,0.00018034164,0.0006885718,0.000017729155],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007530416,0.00025497115,0.00016665757,0.00032745508,0.0005965023,0.0006859077,0.00023130489,0.00057254266,0.00013033563],"category_scores_gemma":[0.00011722891,0.00027866935,0.000033609882,0.0013286343,0.00010248756,0.0062972973,0.00006629333,0.00033509865,0.00016502864],"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":[0.00005534363,0.00031167732,0.20422722,0.012422607,0.0000798762,0.000011207861,0.0010716941,0.008983017,0.0010938686,0.35688916,0.0008003627,0.41405395],"study_design_scores_gemma":[0.0017760004,0.00006326055,0.39460748,0.0035430223,0.00028700425,0.000052825388,0.009350333,0.022677371,0.010495333,0.06461805,0.49141684,0.001112478],"about_ca_topic_score_codex":0.0030341896,"about_ca_topic_score_gemma":0.00022251377,"teacher_disagreement_score":0.4906165,"about_ca_system_score_codex":0.00022853758,"about_ca_system_score_gemma":0.00018115928,"threshold_uncertainty_score":0.99996656},"labels":[],"label_agreement":null},{"id":"W2088737757","doi":"10.3166/ria.16.221-249","title":"L'apport de Herbert Simon dans le management et la décision","year":2002,"lang":"fr","type":"article","venue":"Revue d intelligence artificielle","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities; Political science","score_opus":0.04216809640240167,"score_gpt":0.2606592869278549,"score_spread":0.21849119052545324,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088737757","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026187658,0.0031124246,0.31284663,0.01809987,0.001663568,0.0005394103,0.000004470151,0.00020263907,0.63734335],"genre_scores_gemma":[0.8898898,0.0016420946,0.0015968182,0.0017443689,0.0005681726,0.00003823043,0.000042057265,0.00006783122,0.104410656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976831,0.00007516726,0.00073492597,0.0005897774,0.00027134243,0.0006456598],"domain_scores_gemma":[0.99877566,0.0000845468,0.00029632085,0.00055012567,0.00025625582,0.00003711815],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015227706,0.00036013385,0.00029034298,0.00028979662,0.00042524218,0.0005819173,0.00045153874,0.00027009725,0.0029441938],"category_scores_gemma":[0.00008433479,0.00041127327,0.00015116541,0.0015677722,0.0002206862,0.001787844,0.00022226291,0.00039567094,0.0043659997],"study_design_candidate":"theoretical_or_conceptual","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":[0.00003628061,0.0011656886,0.0032037685,0.001450378,0.00007184394,0.00026757488,0.000597691,0.03800867,0.00088103197,0.6891301,0.040060997,0.22512597],"study_design_scores_gemma":[0.0001155191,0.000024208884,0.0012643851,0.0007341378,0.00008249899,0.000018737777,0.0020243635,0.34587923,0.0018008954,0.01070954,0.6368528,0.00049367273],"about_ca_topic_score_codex":0.0007538301,"about_ca_topic_score_gemma":0.0000887936,"teacher_disagreement_score":0.8637021,"about_ca_system_score_codex":0.00009169724,"about_ca_system_score_gemma":0.000028318658,"threshold_uncertainty_score":0.9998339},"labels":[],"label_agreement":null},{"id":"W2088876082","doi":"10.2307/3069312","title":"ALLIANCE-BASED COMPETITIVE DYNAMICS.","year":2002,"lang":"en","type":"article","venue":"Academy of Management Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":270,"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 Toronto","funders":"","keywords":"Alliance; Business; Organizational behavior; Competitive advantage; Psychology; Process management; Industrial organization; Marketing; Knowledge management; Computer science; Social psychology; Political science","score_opus":0.033648777124104204,"score_gpt":0.23833331099333602,"score_spread":0.2046845338692318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2088876082","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05270914,0.0005538137,0.010433056,0.05096794,0.000909677,0.0005693751,0.0000047598814,0.00018764318,0.8836646],"genre_scores_gemma":[0.9922099,0.00016710648,0.000996701,0.0050337026,0.0006550361,0.000005896774,0.000009405353,0.000019853349,0.00090240774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987655,0.00000970543,0.00043088774,0.00016883019,0.0003658583,0.0002591871],"domain_scores_gemma":[0.9992819,0.000014970096,0.000501705,0.000076039236,0.00011399495,0.000011395046],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00037773655,0.0001582941,0.00018270331,0.00031750702,0.00019929624,0.00015274103,0.0003483794,0.0000807114,0.0017436794],"category_scores_gemma":[0.000014784044,0.00014891637,0.000083639316,0.0006628674,0.000083324514,0.0011083588,0.00007099762,0.00033018747,0.00027281215],"study_design_candidate":"theoretical_or_conceptual","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":[0.00003760208,0.0001720742,0.005410888,0.0002669504,0.0000973968,0.000017596547,0.0000064073733,0.0005804872,0.000035771096,0.9385448,0.021610321,0.033219717],"study_design_scores_gemma":[0.0048402627,0.00004131098,0.14020234,0.0008032406,0.00036048287,0.00002264004,0.0006073621,0.14765495,0.00023031408,0.06534047,0.63891286,0.0009837749],"about_ca_topic_score_codex":0.000004676974,"about_ca_topic_score_gemma":0.0000013934635,"teacher_disagreement_score":0.93950075,"about_ca_system_score_codex":0.000044340664,"about_ca_system_score_gemma":0.000002719231,"threshold_uncertainty_score":0.9991689},"labels":[],"label_agreement":null},{"id":"W2089916794","doi":"10.7202/1008651ar","title":"Des stratégies aux comportements spatiaux de l'entreprise : l'insertion locale des PME","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03366278814841805,"score_gpt":0.26599996569993384,"score_spread":0.23233717755151578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2089916794","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9198261,0.0027363934,0.024581123,0.04360476,0.0012239862,0.00043838046,0.0000385795,0.0002169566,0.0073337182],"genre_scores_gemma":[0.9455042,0.012000113,0.011079068,0.0018012138,0.0020591978,0.000128205,0.00058313314,0.00009889636,0.026745975],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99721676,0.00024143698,0.0009290923,0.00057007495,0.00025765426,0.0007849822],"domain_scores_gemma":[0.9966005,0.0012285928,0.0007989695,0.00041493127,0.000839231,0.00011776923],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001868129,0.00049527315,0.00038783115,0.00048838544,0.00032632556,0.0009240512,0.00038858567,0.00037657825,0.0028463136],"category_scores_gemma":[0.0026254395,0.00060930726,0.00021154888,0.00045720473,0.0004623769,0.00606371,0.00026568014,0.00057622074,0.0010216342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014314456,0.001190558,0.76949686,0.0009123632,0.0002069151,0.000032168813,0.00045008355,0.01554222,0.00064393925,0.107889384,0.0060452945,0.09744706],"study_design_scores_gemma":[0.00123274,0.000023121238,0.84398544,0.00160039,0.00019750978,0.00010002683,0.00030032126,0.022163818,0.00036343737,0.031634357,0.09778325,0.0006155666],"about_ca_topic_score_codex":0.0026145459,"about_ca_topic_score_gemma":0.0005523963,"teacher_disagreement_score":0.0968315,"about_ca_system_score_codex":0.0010585254,"about_ca_system_score_gemma":0.00027470617,"threshold_uncertainty_score":0.99975616},"labels":[],"label_agreement":null},{"id":"W2090310328","doi":"10.3917/reru.123.0431","title":"Les acteurs intermédiaires dans le développement de l'innovation : une comparaison intersectorielle dans la région de Montréal","year":2012,"lang":"fr","type":"article","venue":"Revue d’Économie Régionale & Urbaine","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":18,"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 TÉLUQ; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.03505224991338306,"score_gpt":0.24191217965499195,"score_spread":0.20685992974160888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090310328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8890938,0.0036361217,0.03178819,0.054541666,0.0017827083,0.0004751919,0.000026673199,0.00016726632,0.018488377],"genre_scores_gemma":[0.9861256,0.00020455517,0.0012876487,0.0012828775,0.0032282034,0.00008977411,0.0006364045,0.00009611605,0.007048824],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.997425,0.00010180882,0.00095843844,0.00046708758,0.00017099049,0.0008766365],"domain_scores_gemma":[0.99828833,0.00015097896,0.0007235086,0.00036826744,0.00040626866,0.00006264601],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010095654,0.0005160131,0.00049836654,0.00049555773,0.00047229702,0.00029653794,0.00037625225,0.0003699919,0.00024728497],"category_scores_gemma":[0.00016983601,0.00061160984,0.00017358446,0.001398113,0.0002790695,0.0023311102,0.00020577841,0.00046552127,0.00016486493],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022571837,0.0009093479,0.3049344,0.00086312764,0.00019667328,0.00002491302,0.0025584784,0.0017313893,0.0063819517,0.6468946,0.013801654,0.021477744],"study_design_scores_gemma":[0.0015522545,0.000047073896,0.54060465,0.000873971,0.00020495937,0.000104326806,0.002561848,0.016601084,0.0014803335,0.0053924825,0.42971563,0.00086141104],"about_ca_topic_score_codex":0.017102618,"about_ca_topic_score_gemma":0.0022645919,"teacher_disagreement_score":0.6415021,"about_ca_system_score_codex":0.0012860416,"about_ca_system_score_gemma":0.000217476,"threshold_uncertainty_score":0.99963355},"labels":[],"label_agreement":null},{"id":"W2090724716","doi":"10.7202/1008355ar","title":"Le processus de structuration dans la petite entreprise: une étude exploratoire","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.015780930597889903,"score_gpt":0.2362783054327728,"score_spread":0.2204973748348829,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2090724716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.800458,0.0014710485,0.019712232,0.15347157,0.001436823,0.00055048714,0.000051826642,0.0002850194,0.022562955],"genre_scores_gemma":[0.9621343,0.006135108,0.0048806765,0.0015687273,0.0031440102,0.00017594224,0.0007492994,0.000115469484,0.021096453],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9973199,0.0002850415,0.0008357912,0.00064276584,0.00027158772,0.00064491824],"domain_scores_gemma":[0.9962144,0.001625204,0.0009082376,0.0004385942,0.00071284495,0.00010072969],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001581554,0.000497455,0.00038290035,0.00045694056,0.00026492434,0.0010879323,0.00044341985,0.00047144634,0.00071155274],"category_scores_gemma":[0.00296736,0.00062168506,0.00018385373,0.0006679123,0.0002541912,0.006475981,0.00025045982,0.0007443511,0.00056521443],"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":[0.000191365,0.0009064442,0.21845369,0.0009935058,0.000215305,0.00006842797,0.0017640436,0.03177596,0.0016789088,0.6854885,0.0053117215,0.053152084],"study_design_scores_gemma":[0.002561871,0.000026233018,0.55709785,0.0020153206,0.00028767076,0.00040714376,0.0012760331,0.032751724,0.0008485887,0.038114287,0.36335978,0.001253495],"about_ca_topic_score_codex":0.001042389,"about_ca_topic_score_gemma":0.00040616104,"teacher_disagreement_score":0.6473743,"about_ca_system_score_codex":0.00056726515,"about_ca_system_score_gemma":0.0004509603,"threshold_uncertainty_score":0.99994904},"labels":[],"label_agreement":null},{"id":"W2091107968","doi":"10.1504/ijev.2012.044816","title":"Calgary Flames: a case study in an entrepreneurial sport franchise","year":2012,"lang":"en","type":"article","venue":"International Journal of Entrepreneurial Venturing","topic":"Business Strategy and Innovation","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":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Franchise; League; Revenue; Business; Revenue sharing; Marketing; Advertising; Economics; Finance","score_opus":0.02587107972049047,"score_gpt":0.2775958711335652,"score_spread":0.25172479141307474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091107968","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9901739,0.00006982446,0.000062682266,0.00011891371,0.008787787,0.00020382932,0.0000010269916,0.00002839143,0.0005536611],"genre_scores_gemma":[0.9875245,0.000006551159,0.000064343214,0.00018183168,0.012168603,0.0000065342983,0.000011923038,0.000023608378,0.000012113887],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99798864,0.000028292814,0.0008903384,0.00021007271,0.0005962015,0.0002864526],"domain_scores_gemma":[0.9986189,0.000029026474,0.00067176827,0.0001790119,0.0004654435,0.00003587234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007302654,0.00020071982,0.00028409518,0.0007251068,0.000067481895,0.00027312283,0.0004089038,0.00007310827,0.0003098842],"category_scores_gemma":[0.00011423048,0.00018833263,0.000122067526,0.00030484775,0.000025926884,0.004147146,0.00014490544,0.00030944985,0.000026274387],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006934092,0.0017250355,0.98360735,0.000014552581,0.00008346872,0.0050153406,0.00058298866,0.0008757459,0.0004933099,0.0010881047,0.000055196022,0.0057654977],"study_design_scores_gemma":[0.01472941,0.00023451514,0.96082526,0.00034020393,0.00028759174,0.005280335,0.00424681,0.0014643796,0.0011132637,0.0015630526,0.008938635,0.0009765558],"about_ca_topic_score_codex":0.000672694,"about_ca_topic_score_gemma":0.0001657983,"teacher_disagreement_score":0.022782104,"about_ca_system_score_codex":0.000079278245,"about_ca_system_score_gemma":0.000040796094,"threshold_uncertainty_score":0.7679982},"labels":[],"label_agreement":null},{"id":"W2091156328","doi":"10.3917/riges.354.0064","title":"Comment gérer des communautés de pratique interorganisationnelles ?","year":2010,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.020752448643888532,"score_gpt":0.23966435379436088,"score_spread":0.21891190515047235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091156328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5860705,0.00045653197,0.0251509,0.37968853,0.0032980398,0.00031003015,0.0000037493264,0.00016987725,0.0048518414],"genre_scores_gemma":[0.98798907,0.00007536798,0.0037338748,0.0056464216,0.0010829412,0.000024075647,0.00014908987,0.00003123417,0.0012679556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990211,0.000043381,0.00031879192,0.00018541155,0.0001301202,0.00030115803],"domain_scores_gemma":[0.99899423,0.00004873313,0.00021108074,0.0002434639,0.00048675382,0.000015762505],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00078373955,0.0001953273,0.00013632666,0.00014836894,0.00045661366,0.00049060606,0.00018102393,0.00032104977,0.0015502949],"category_scores_gemma":[0.0003547225,0.00021183852,0.00004028655,0.0004565029,0.00018847022,0.002007826,0.00009812261,0.0006114422,0.00055652537],"study_design_candidate":"theoretical_or_conceptual","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":[0.000041663334,0.00031274633,0.047450937,0.00073559256,0.000037185502,0.000005550466,0.0006951834,0.0002485222,0.01729725,0.8494471,0.034535404,0.04919289],"study_design_scores_gemma":[0.00081211404,0.000037969643,0.23374164,0.0007343776,0.00012881376,0.000027346436,0.0016931106,0.025039475,0.0027708244,0.05444228,0.6800258,0.0005462145],"about_ca_topic_score_codex":0.0013079651,"about_ca_topic_score_gemma":0.0009952636,"teacher_disagreement_score":0.7950048,"about_ca_system_score_codex":0.00012808887,"about_ca_system_score_gemma":0.00007737276,"threshold_uncertainty_score":0.9993624},"labels":[],"label_agreement":null},{"id":"W2091169948","doi":"10.7202/1009051ar","title":"Transmissions internes et transmissions externes dans les PME françaises : existe-t-il des différences de changements stratégiques et d'orientations stratégiques ?","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03733153872238364,"score_gpt":0.28549542144745027,"score_spread":0.24816388272506662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2091169948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80604225,0.00279637,0.10217596,0.07416799,0.00093567633,0.0005664003,0.00024890737,0.00031092917,0.012755508],"genre_scores_gemma":[0.93316907,0.024606658,0.017622441,0.00181944,0.00115899,0.00030473946,0.0008358664,0.00010964796,0.020373173],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966989,0.0005701134,0.0010007613,0.0006817655,0.00030612783,0.00074230606],"domain_scores_gemma":[0.99597436,0.0022299075,0.0006666287,0.00036586096,0.00059257593,0.00017067473],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018692552,0.00063841697,0.00046323254,0.00059991144,0.00042959285,0.0012050993,0.00055159634,0.00045228645,0.0021266912],"category_scores_gemma":[0.0013808735,0.00069114065,0.0002975275,0.00046084137,0.0004729361,0.005982686,0.00015018084,0.00083257427,0.00012534946],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018547653,0.002414806,0.5062886,0.001373153,0.00036410367,0.000042545274,0.01100945,0.0062206415,0.003575449,0.36665708,0.002373766,0.099494904],"study_design_scores_gemma":[0.0013923687,0.000086045315,0.78022844,0.005370391,0.00042511823,0.00011883345,0.0036357553,0.009449645,0.0017086816,0.031096652,0.16528788,0.0012001826],"about_ca_topic_score_codex":0.0032446356,"about_ca_topic_score_gemma":0.0027499595,"teacher_disagreement_score":0.33556044,"about_ca_system_score_codex":0.00036480706,"about_ca_system_score_gemma":0.000301745,"threshold_uncertainty_score":0.99983174},"labels":[],"label_agreement":null},{"id":"W2092893718","doi":"10.1287/msom.3.4.273.9969","title":"Agility in Retail Banking: A Numerical Taxonomy of Strategic Service Groups","year":2001,"lang":"en","type":"article","venue":"Manufacturing & Service Operations Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":141,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Agile software development; Marketing; Business; Resource (disambiguation); Empirical research; Flexibility (engineering); Service (business); Retail banking; Agile manufacturing; Sample (material); Industrial organization; Process management; Knowledge management; Computer science; Economics; Management","score_opus":0.060315038528225555,"score_gpt":0.23376612060513033,"score_spread":0.17345108207690477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2092893718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91514957,0.000020420033,0.0024091522,0.0049381154,0.000236758,0.0008954963,0.0000020816185,0.0001406605,0.07620772],"genre_scores_gemma":[0.99403006,0.000014154892,0.0010568966,0.004077736,0.0002303515,0.00020753624,0.00016774508,0.00002978587,0.00018574588],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99803925,0.000024084093,0.00070741767,0.0005051957,0.0003273094,0.00039677156],"domain_scores_gemma":[0.9989587,0.000015032595,0.00019491457,0.0005298419,0.0002855939,0.000015912825],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00043927462,0.00030752792,0.0003110392,0.00051414676,0.0002473975,0.00036772093,0.00046910386,0.00009793068,0.001151456],"category_scores_gemma":[0.000005960575,0.00031074396,0.000055534863,0.0018709514,0.000023845456,0.0017983252,0.0002920422,0.00022764415,0.0002487718],"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":[0.0005105848,0.002583158,0.039282195,0.0058998605,0.00035572442,0.0002065241,0.00044686664,0.38758782,0.0008239051,0.53615814,0.0004557924,0.025689438],"study_design_scores_gemma":[0.004846791,0.00005151036,0.6351811,0.00068444916,0.00034144087,0.000016437343,0.0058293846,0.21321093,0.0012555076,0.015806442,0.12067989,0.0020960795],"about_ca_topic_score_codex":0.004065308,"about_ca_topic_score_gemma":0.004080089,"teacher_disagreement_score":0.5958989,"about_ca_system_score_codex":0.000086988584,"about_ca_system_score_gemma":0.000022399758,"threshold_uncertainty_score":0.9999345},"labels":[],"label_agreement":null},{"id":"W2093773136","doi":"10.3917/riges.401.0079","title":"Modèles d’affaires : transformation numérique en vue","year":2015,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Art","score_opus":0.029714240201271152,"score_gpt":0.22962236959172114,"score_spread":0.19990812939045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2093773136","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21252035,0.0066227317,0.12278885,0.5057971,0.010500734,0.0011071487,0.000019344854,0.00068306207,0.13996072],"genre_scores_gemma":[0.9919721,0.0001502003,0.00036467973,0.0004646883,0.0018448534,0.000025510239,0.00032039275,0.000027322178,0.004830266],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882907,0.00004296135,0.000371973,0.0002154881,0.00026173875,0.00027876958],"domain_scores_gemma":[0.9989567,0.000025138464,0.00019356882,0.00015095835,0.0006524941,0.000021168249],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007307024,0.00021286227,0.00016513006,0.00024209326,0.00014726551,0.00036349756,0.00012748831,0.00034189745,0.00023250113],"category_scores_gemma":[0.0001803605,0.00022859067,0.000049659713,0.0007280939,0.00006328027,0.0056001684,0.000029658791,0.00024834726,0.0010510421],"study_design_candidate":"theoretical_or_conceptual","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":[0.00014068329,0.00020898893,0.0024849789,0.0010707659,0.00003212535,0.000009208945,0.0015312415,0.020723242,0.00045853376,0.87150854,0.022749968,0.079081714],"study_design_scores_gemma":[0.001306823,0.00004665985,0.02751731,0.00074485305,0.00007567997,0.000019448971,0.003280802,0.10178739,0.00035603804,0.03300304,0.83128554,0.0005764064],"about_ca_topic_score_codex":0.0011094125,"about_ca_topic_score_gemma":0.00022785236,"teacher_disagreement_score":0.8385055,"about_ca_system_score_codex":0.00011860877,"about_ca_system_score_gemma":0.000073946765,"threshold_uncertainty_score":0.9997268},"labels":[],"label_agreement":null},{"id":"W2095051189","doi":"10.1145/1125451.1125459","title":"Building user value into the business case","year":2006,"lang":"en","type":"article","venue":"","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":"Bank of Canada","funders":"","keywords":"Value (mathematics); Product (mathematics); Point (geometry); Computer science; Business value; Knowledge management; Business","score_opus":0.01330597800633072,"score_gpt":0.22463968923885433,"score_spread":0.21133371123252362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2095051189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89012057,0.000049842918,0.021403316,0.0079302965,0.00054715894,0.00019395587,2.3582602e-7,0.00024490844,0.0795097],"genre_scores_gemma":[0.993356,9.59395e-7,0.0012452878,0.0025216057,0.0019183164,0.00001387253,0.000014115466,0.000019968536,0.0009098798],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992249,0.000005043208,0.00023062425,0.0001898756,0.00014886467,0.00020072013],"domain_scores_gemma":[0.9992805,0.000023306506,0.000113552334,0.00021227135,0.00036766878,0.0000026724506],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027951357,0.00014094217,0.00009690883,0.00013780678,0.00046779696,0.00047724904,0.00016137699,0.000061309125,0.00027109604],"category_scores_gemma":[0.000040167997,0.000090792506,0.00003093244,0.0014900765,0.00005950031,0.0015136242,0.00009189017,0.000095305455,0.00018765776],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000074370796,0.000034085453,0.0027250457,0.000047266516,0.0000057421466,0.00008681653,0.0000061598125,0.001103413,0.0012551853,0.9829072,0.008549781,0.0032718934],"study_design_scores_gemma":[0.0008979642,0.000003838952,0.123977736,0.000058270507,0.000099843135,0.00023834608,0.0003516773,0.016325232,0.00077557715,0.11554814,0.740987,0.0007363926],"about_ca_topic_score_codex":0.020344585,"about_ca_topic_score_gemma":0.0007654253,"teacher_disagreement_score":0.86735904,"about_ca_system_score_codex":0.000015743768,"about_ca_system_score_gemma":0.000014347929,"threshold_uncertainty_score":0.98617905},"labels":[],"label_agreement":null},{"id":"W2096619754","doi":"10.7202/1008517ar","title":"La PME indépendante et performante, mythe ou réalité ?","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.022253443464253606,"score_gpt":0.25345908693615005,"score_spread":0.23120564347189643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2096619754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6928629,0.0020190433,0.0049795588,0.24207741,0.002640544,0.00042819593,0.00006478046,0.00021549812,0.054712046],"genre_scores_gemma":[0.8904834,0.01194721,0.0034733368,0.006742,0.003116743,0.00010541398,0.00067936705,0.000119208795,0.08333335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974918,0.00034030114,0.00081613567,0.0005133517,0.00024801583,0.0005904],"domain_scores_gemma":[0.9958181,0.0023780747,0.0007713263,0.00042241707,0.0005348919,0.000075231],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0034420423,0.00046639066,0.00037398236,0.00054392725,0.0001573822,0.0009446211,0.00042515973,0.00047381537,0.002579161],"category_scores_gemma":[0.0027166074,0.0005357694,0.0002140724,0.00042033874,0.00019325427,0.006294994,0.00033339017,0.0010719107,0.002280433],"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":[0.00015662813,0.00082966196,0.22556138,0.00071961555,0.00020617658,0.00004500808,0.0005531566,0.00531172,0.00019107279,0.6679622,0.017588401,0.08087501],"study_design_scores_gemma":[0.0010711264,0.000012435839,0.28030607,0.0011660849,0.00011010608,0.0002308785,0.00014736706,0.013652066,0.00006519143,0.0067564882,0.69594675,0.0005354148],"about_ca_topic_score_codex":0.0005738752,"about_ca_topic_score_gemma":0.000099885096,"teacher_disagreement_score":0.6783584,"about_ca_system_score_codex":0.0003790732,"about_ca_system_score_gemma":0.00017553772,"threshold_uncertainty_score":0.99970937},"labels":[],"label_agreement":null},{"id":"W2097399646","doi":"10.1287/mnsc.1100.1229","title":"Network-Independent Partner Selection and the Evolution of Innovation Networks","year":2010,"lang":"en","type":"article","venue":"Management Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":232,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Alliance; Social capital; Selection (genetic algorithm); Empirical evidence; Industrial organization; Microeconomics; Strategic Choice; Structural holes; Strategic alliance; Business; Network formation; Knowledge management; Empirical research; Social network (sociolinguistics); Position (finance); Marketing; Economics; Computer science; Artificial intelligence; Sociology","score_opus":0.011503836184980342,"score_gpt":0.22015949211990307,"score_spread":0.20865565593492272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2097399646","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7810847,0.000035990004,0.11592066,0.0026657635,0.002062562,0.0008618667,1.7204862e-7,0.00012803775,0.09724022],"genre_scores_gemma":[0.99845093,0.0000033742783,0.00034072818,0.00052545744,0.00047890065,0.000023548046,0.000003782895,0.000005501898,0.00016774518],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99890465,0.000006091325,0.00029058143,0.00023788286,0.00033604293,0.00022472751],"domain_scores_gemma":[0.99911666,0.000013178061,0.0002989668,0.00017096098,0.00039631137,0.000003895523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002452836,0.00009252418,0.00009087727,0.0003275774,0.0004951027,0.0002631544,0.00024460867,0.00003985076,0.000038921462],"category_scores_gemma":[0.000063733125,0.00006601538,0.000012037683,0.005125752,0.00044740384,0.0014417005,0.0001883499,0.00015169261,0.000009074919],"study_design_candidate":"theoretical_or_conceptual","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":[0.000033808545,0.00001551089,0.015168931,0.000025341362,0.0000047615886,1.7293192e-7,0.0000048003294,0.0046517984,0.00056951406,0.9736653,0.00042864255,0.0054314113],"study_design_scores_gemma":[0.001240259,0.000008446901,0.53113294,0.000031448442,0.000058036825,0.0000023152497,0.00016034362,0.3756185,0.000060398976,0.0824792,0.008988037,0.00022011559],"about_ca_topic_score_codex":0.00020247989,"about_ca_topic_score_gemma":0.000101900325,"teacher_disagreement_score":0.8911861,"about_ca_system_score_codex":0.000023303808,"about_ca_system_score_gemma":0.000015911759,"threshold_uncertainty_score":0.38079798},"labels":[],"label_agreement":null},{"id":"W2099914948","doi":"10.1111/j.1936-4490.2002.tb00678.x","title":"Generating Cooperative Gain in a Vertical Partnership: A Supplier's Perspective","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Transaction cost; General partnership; Context (archaeology); Welfare economics; Leverage (statistics); Sociology; Business administration; Business; Economics; Microeconomics; Geography; Mathematics","score_opus":0.11840179608431031,"score_gpt":0.3080262803172137,"score_spread":0.18962448423290337,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2099914948","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95482284,0.00023947144,0.0006316615,0.004634131,0.0003509439,0.00022386534,0.000007557528,0.000012143377,0.039077416],"genre_scores_gemma":[0.9966852,0.0000069025655,0.001627411,0.0009408666,0.00060061354,0.0000119223205,0.000004491752,0.0000114594,0.0001111341],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974901,0.000088580215,0.00075085514,0.00047498124,0.00024890993,0.0009465462],"domain_scores_gemma":[0.99820393,0.00012377383,0.0003997728,0.00012449102,0.00089789723,0.00025015863],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.002262381,0.0002712655,0.00033189144,0.0010790046,0.0014761335,0.0011978276,0.00064767385,0.00012816495,0.0005235288],"category_scores_gemma":[0.0016966367,0.0002547954,0.00008628181,0.003399715,0.0033073076,0.003342069,0.00001738444,0.00037388314,0.000019956],"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":[0.00007642555,0.000191632,0.0467763,0.0001107452,0.000031259868,0.0012387934,0.015098533,0.012752604,0.002020999,0.91874415,0.0013985933,0.0015599948],"study_design_scores_gemma":[0.0035929156,0.007522543,0.054797877,0.0017407928,0.00021687764,0.003860949,0.20779352,0.5657304,0.003995224,0.13803923,0.009280544,0.0034291104],"about_ca_topic_score_codex":0.011705474,"about_ca_topic_score_gemma":0.54172033,"teacher_disagreement_score":0.7807049,"about_ca_system_score_codex":0.0008939514,"about_ca_system_score_gemma":0.0027304925,"threshold_uncertainty_score":0.9999904},"labels":[],"label_agreement":null},{"id":"W2100290291","doi":"10.7202/1008470ar","title":"Les déterminants de l’innovation dans les petites et moyennes entreprises agroalimentaires","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Locale (computer software); Sociology; Philosophy; Computer science","score_opus":0.030994981315576264,"score_gpt":0.27940576413456575,"score_spread":0.24841078281898948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2100290291","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88909525,0.001973566,0.009250833,0.08360103,0.0013021689,0.00042780646,0.000073259114,0.00023169308,0.014044426],"genre_scores_gemma":[0.93553454,0.012020505,0.0068279556,0.0024275323,0.0026188164,0.0001639064,0.0009581272,0.00012289328,0.03932574],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99693125,0.00035051623,0.0010479729,0.00065850414,0.0002818607,0.00072986865],"domain_scores_gemma":[0.99509233,0.0025174653,0.0011133201,0.00044113386,0.00076445716,0.000071310365],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023754968,0.0005759626,0.00042355614,0.00082208234,0.0003002011,0.0010064312,0.00045950207,0.0004227727,0.002056849],"category_scores_gemma":[0.0037021292,0.00068332395,0.00020231077,0.000688631,0.00027041353,0.0051085157,0.00032478577,0.0007216801,0.0005036684],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000891705,0.00078410207,0.60980994,0.00049991766,0.00014723562,0.000030443101,0.00058234826,0.00539732,0.0022085018,0.30295527,0.0047435984,0.07275213],"study_design_scores_gemma":[0.0011446476,0.000022768825,0.7299693,0.0016034598,0.00021001318,0.0001996113,0.00058482337,0.008235027,0.0016543586,0.008630038,0.24695857,0.00078735704],"about_ca_topic_score_codex":0.0033520118,"about_ca_topic_score_gemma":0.00039175377,"teacher_disagreement_score":0.29432523,"about_ca_system_score_codex":0.00077497616,"about_ca_system_score_gemma":0.0001856541,"threshold_uncertainty_score":0.9995618},"labels":[],"label_agreement":null},{"id":"W2102043175","doi":"10.3920/jcns2003.x029","title":"Co-evolutionary Processes in Supply Chain Networks","year":2003,"lang":"en","type":"article","venue":"Journal on Chain and Network Science","topic":"Business Strategy and 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":"University of Alberta","funders":"","keywords":"Supply chain; Exploit; Perspective (graphical); Context (archaeology); Conceptual framework; Computer science; Evolutionary economics; Management science; Economics; Business; Artificial intelligence; Sociology; Marketing; Neoclassical economics","score_opus":0.0170551206105736,"score_gpt":0.23983422621943584,"score_spread":0.22277910560886224,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2102043175","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9140076,0.0025770816,0.004518559,0.0052803406,0.003013037,0.0004539453,7.2267244e-7,0.00009905956,0.07004965],"genre_scores_gemma":[0.9951591,0.0003150376,0.00018383094,0.0028188815,0.0013887937,0.000005134142,0.0000023839166,0.000008803689,0.000118022355],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99867713,0.000016259735,0.00028129425,0.00024090562,0.00033128503,0.00045312432],"domain_scores_gemma":[0.9993772,0.00004725117,0.00021424894,0.00008884178,0.00024708762,0.000025364756],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019731785,0.00013782848,0.00014636271,0.00034639038,0.00073058845,0.00044612226,0.0001984748,0.0000612752,0.00007716192],"category_scores_gemma":[0.00022158232,0.000112455,0.000018720011,0.0030505466,0.00023528567,0.001610253,0.000022784818,0.00032506863,0.000013398273],"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":[0.00019029016,0.00028653408,0.26968357,0.00014074733,0.0000105820045,0.00009571908,0.00008621879,0.10816587,0.00021720171,0.5873986,0.02000655,0.013718143],"study_design_scores_gemma":[0.002562795,0.00016057683,0.53856295,0.0011453324,0.000022396429,0.00028712786,0.0004962955,0.1583777,0.000080601014,0.04908424,0.24801959,0.0012003543],"about_ca_topic_score_codex":0.000009379582,"about_ca_topic_score_gemma":0.00001634651,"teacher_disagreement_score":0.53831434,"about_ca_system_score_codex":0.000043717486,"about_ca_system_score_gemma":0.00013849602,"threshold_uncertainty_score":0.56191695},"labels":[],"label_agreement":null},{"id":"W2103247328","doi":"10.7202/1008424ar","title":"Les réseaux de l'innovation dans les PMI : illustration sur le cas de l'Alsace","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Art","score_opus":0.038634876493698,"score_gpt":0.26365537270916506,"score_spread":0.22502049621546705,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103247328","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78424394,0.0007405951,0.08395514,0.11849718,0.00088208535,0.00031983407,0.000030093546,0.00016071898,0.011170426],"genre_scores_gemma":[0.94828796,0.0026767189,0.008190482,0.0014115013,0.0028560204,0.000106830266,0.00067698874,0.00008581498,0.035707705],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9976442,0.00024838554,0.00083262246,0.0004664911,0.00020703024,0.0006012923],"domain_scores_gemma":[0.9964773,0.0013175956,0.0008588517,0.00032424476,0.00096325023,0.000058770907],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025244327,0.00039727314,0.00029620974,0.00057889184,0.00027107,0.0007442954,0.00031684307,0.00051851885,0.0008525615],"category_scores_gemma":[0.0037753303,0.0005116089,0.00013882144,0.0006667137,0.00017188428,0.004438471,0.00013962398,0.0006852309,0.00026527254],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000723134,0.00054137665,0.37784788,0.00039231055,0.00009031538,0.0000148792005,0.0006473567,0.035049275,0.0031409748,0.5302135,0.0053639533,0.0466259],"study_design_scores_gemma":[0.0011672667,0.000016411483,0.71991616,0.0007217311,0.00012878263,0.00015637725,0.00039008426,0.058937453,0.0010603414,0.01475262,0.20214723,0.0006055114],"about_ca_topic_score_codex":0.0095296325,"about_ca_topic_score_gemma":0.0012510871,"teacher_disagreement_score":0.51546085,"about_ca_system_score_codex":0.0013903118,"about_ca_system_score_gemma":0.0004504579,"threshold_uncertainty_score":0.99973357},"labels":[],"label_agreement":null},{"id":"W2103634737","doi":"10.7202/1008265ar","title":"Un exemple de stratégie de renforcement des moyennes entreprises (ME) : l'échange relationnel comme moyen de gérer la dépendance économique envers les clients","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.044827495973131695,"score_gpt":0.26277125637626697,"score_spread":0.2179437604031353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2103634737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9110863,0.0015102444,0.04210771,0.034853254,0.0006576265,0.0005448983,0.00006780996,0.00020566418,0.008966452],"genre_scores_gemma":[0.9360585,0.013784782,0.020720506,0.0025345064,0.002082237,0.00022548661,0.00055910967,0.00012518856,0.023909664],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.996739,0.0004859287,0.0009567776,0.00064950174,0.00017926762,0.0009895789],"domain_scores_gemma":[0.9948697,0.0030113054,0.00095880503,0.0004889817,0.0005064168,0.00016477698],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030833315,0.000570184,0.0004473288,0.0005035447,0.00036337136,0.00084498595,0.0005261481,0.0005905352,0.0021755265],"category_scores_gemma":[0.003544176,0.00072092446,0.00025166647,0.00037283436,0.00034759927,0.004133974,0.00032855076,0.000812437,0.00034826825],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018391921,0.00070668105,0.6044974,0.0005492177,0.00026343553,0.000042367956,0.0013325592,0.05188236,0.0005455485,0.29154283,0.004539754,0.04391395],"study_design_scores_gemma":[0.0028197265,0.000041149433,0.50001836,0.002160214,0.00036663745,0.00028257188,0.00080010365,0.0726059,0.0013929212,0.06861559,0.34962845,0.0012684],"about_ca_topic_score_codex":0.0033841026,"about_ca_topic_score_gemma":0.00042149806,"teacher_disagreement_score":0.3450887,"about_ca_system_score_codex":0.0020280762,"about_ca_system_score_gemma":0.00040442342,"threshold_uncertainty_score":0.9995242},"labels":[],"label_agreement":null},{"id":"W2104023166","doi":"10.59876/a-47nf-s4x6","title":"Dépendance asymétrique dans les alliances verticales : Comment un client vassal contrôle-t-il ses fournisseurs ?","year":2005,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resource dependence theory; Transactional leadership; Transactional analysis; Perspective (graphical); Competence (human resources); Welfare economics; Transaction cost; Business; Microeconomics; Control (management); Psychology; Sociology; Social psychology; Economics; Computer science; Management","score_opus":0.027685157339836824,"score_gpt":0.2539126420836494,"score_spread":0.22622748474381257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2104023166","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16944987,0.00022046294,0.06812207,0.14149699,0.002940124,0.00094085437,0.000031548785,0.00057462294,0.61622345],"genre_scores_gemma":[0.98649794,0.00008760148,0.0020797276,0.007789739,0.0013289625,0.000067748406,0.00020905373,0.000026954052,0.0019122732],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983048,0.00001115648,0.0004666177,0.00037279577,0.0005313191,0.00031330975],"domain_scores_gemma":[0.999251,0.000032947282,0.0002409754,0.000208556,0.00025114408,0.000015389971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003287466,0.00024300694,0.00016966047,0.00024911354,0.00025494478,0.00043191374,0.00054301205,0.00006432402,0.00087297184],"category_scores_gemma":[0.000034057703,0.0002318812,0.00008334988,0.000320139,0.0000827574,0.0012912351,0.00025275542,0.00015648587,0.0004290869],"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":[0.000097740354,0.00042861872,0.03132813,0.00008505953,0.00022533248,0.00002376154,0.000034773166,0.0019372118,0.000164205,0.88089,0.02805505,0.05673012],"study_design_scores_gemma":[0.0011179859,0.000011897335,0.065336294,0.00009973936,0.000059956794,0.0000024964631,0.00039390798,0.013262502,0.0005213132,0.00437284,0.9144833,0.00033777513],"about_ca_topic_score_codex":0.00010859096,"about_ca_topic_score_gemma":0.00015841784,"teacher_disagreement_score":0.88642824,"about_ca_system_score_codex":0.00011924881,"about_ca_system_score_gemma":0.000010817628,"threshold_uncertainty_score":0.955843},"labels":[],"label_agreement":null},{"id":"W2105742894","doi":"10.5430/rwe.v5n2p56","title":"The Strategic Choice of the Firm with Customization Capability","year":2014,"lang":"en","type":"article","venue":"Research in World Economy","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mass customization; Personalization; Profit (economics); Industrial organization; Competition (biology); Business; Market competition; Marketing; Product (mathematics); Build to order; Microeconomics; Economics; Production (economics)","score_opus":0.07552105917334323,"score_gpt":0.3012088233990166,"score_spread":0.22568776422567338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105742894","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6789085,0.000021108908,0.000029789117,0.0073508387,0.00009201265,0.00037851065,2.8578395e-7,0.000014378794,0.31320456],"genre_scores_gemma":[0.99913734,0.0000020485886,0.00001058407,0.00013568149,0.00027186505,0.000039752893,0.0000040254204,0.0000077935265,0.00039093624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991642,0.00005559379,0.00022566335,0.00015890275,0.00015398918,0.00024160049],"domain_scores_gemma":[0.99897623,0.0002435997,0.00012206522,0.00032769007,0.00032551642,0.000004921108],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020823067,0.00006944344,0.00009115597,0.0001775733,0.00030604054,0.00021561216,0.00032589378,0.000027209893,0.000074743584],"category_scores_gemma":[0.00009118301,0.000038716003,0.000018992627,0.0016527686,0.00024832206,0.0006173489,0.0000845558,0.00025439312,0.00003239613],"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":[0.000059149203,0.00006368519,0.3822907,0.00019774884,0.000009254527,1.8070452e-7,0.000010211431,0.0020712763,0.000032667496,0.61071545,0.0013339001,0.0032157637],"study_design_scores_gemma":[0.000829607,0.000014184055,0.601054,0.00012537264,0.0000062445206,2.8059262e-7,0.0002793876,0.03520762,0.00013396224,0.06919361,0.29298306,0.00017268787],"about_ca_topic_score_codex":0.0011947503,"about_ca_topic_score_gemma":0.0063756607,"teacher_disagreement_score":0.54152185,"about_ca_system_score_codex":0.00004462616,"about_ca_system_score_gemma":0.000059301692,"threshold_uncertainty_score":0.35577685},"labels":[],"label_agreement":null},{"id":"W2105921913","doi":"10.7202/1006194ar","title":"Le rôle des communautés de pratique dans le développement de l’ambidextrie contextuelle : le cas GDF SUEZ","year":2011,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.04513313358464837,"score_gpt":0.2542332607760915,"score_spread":0.2091001271914431,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2105921913","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11987172,0.00077031244,0.20030461,0.047040474,0.0023063926,0.0008598411,0.000030831412,0.00023629057,0.6285795],"genre_scores_gemma":[0.9681401,0.00031854346,0.008435133,0.0023209641,0.0004820463,0.00014908987,0.00034679283,0.00006787385,0.019739414],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997756,0.00006949942,0.00067383365,0.00045087942,0.00039280753,0.0006569569],"domain_scores_gemma":[0.9985991,0.000033419175,0.0004135029,0.0003819808,0.0005334151,0.000038570444],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011789998,0.0003772274,0.00026284225,0.00041504388,0.000758444,0.0005725298,0.00088416,0.00018183772,0.0011402885],"category_scores_gemma":[0.00006813363,0.00046523724,0.00013393823,0.0005835345,0.00033933736,0.002454069,0.00064520177,0.00031820158,0.00025302495],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011703378,0.001194273,0.06871611,0.0005144512,0.00045489313,0.00011841093,0.0007768689,0.0002953303,0.0004312079,0.8856115,0.033448458,0.008321498],"study_design_scores_gemma":[0.004256773,0.00006239864,0.31188905,0.0008195761,0.0002341395,0.000036756588,0.013896186,0.014612844,0.0045308657,0.14214717,0.5063333,0.0011809677],"about_ca_topic_score_codex":0.020989219,"about_ca_topic_score_gemma":0.00414735,"teacher_disagreement_score":0.8482684,"about_ca_system_score_codex":0.00046074227,"about_ca_system_score_gemma":0.0002731784,"threshold_uncertainty_score":0.99977994},"labels":[],"label_agreement":null},{"id":"W2106999253","doi":"10.7202/1008679ar","title":"PME, gestion internationale et systèmes d'information marketing : au-delà des évidences technologiques","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.02121314169013504,"score_gpt":0.24315461461444632,"score_spread":0.22194147292431127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2106999253","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7965391,0.0023075812,0.0262934,0.14200297,0.0023957095,0.00060849136,0.000058579626,0.00048961054,0.029304527],"genre_scores_gemma":[0.94450855,0.013781861,0.015564624,0.0020163045,0.001925431,0.0002218324,0.0008275028,0.000066828565,0.021087077],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99710625,0.0004316599,0.001080092,0.00045176872,0.00033361334,0.0005966014],"domain_scores_gemma":[0.99303836,0.0041538137,0.0012578627,0.0003395734,0.0011444923,0.00006587819],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.005670445,0.00047174538,0.00036199286,0.00096746534,0.0002650302,0.0012476498,0.0004912453,0.0005834428,0.00086591317],"category_scores_gemma":[0.015482897,0.00054931734,0.00018381998,0.00056222227,0.00031615255,0.015445657,0.0003479081,0.00086307345,0.00086948165],"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":[0.0001485228,0.00038337818,0.36991984,0.0011097365,0.00015234698,0.000009979959,0.0006300474,0.010172955,0.00015001064,0.43073258,0.00532959,0.18126102],"study_design_scores_gemma":[0.00091442984,0.000026879778,0.7735962,0.004797871,0.0001481258,0.00019470634,0.00083180075,0.026987975,0.00019227847,0.03744199,0.15406756,0.0008001517],"about_ca_topic_score_codex":0.0015834299,"about_ca_topic_score_gemma":0.0003120284,"teacher_disagreement_score":0.4036764,"about_ca_system_score_codex":0.0012559198,"about_ca_system_score_gemma":0.00024631573,"threshold_uncertainty_score":0.99990845},"labels":[{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"grok","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"},{"model":"opus","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W2107817702","doi":"10.7202/1008254ar","title":"Lisibilité de l'environnement, management stratégique: éléments de recherche sur les PMI","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.06857751224863215,"score_gpt":0.29231969479618436,"score_spread":0.2237421825475522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107817702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80080295,0.0026605967,0.030319236,0.1341591,0.0011900818,0.00069482677,0.000044765737,0.0001988353,0.029929604],"genre_scores_gemma":[0.71700925,0.039136197,0.060178198,0.008265641,0.003943503,0.0003912374,0.0007467583,0.00019191757,0.17013729],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.996995,0.00065125525,0.0007876943,0.0005889529,0.00022109668,0.0007560558],"domain_scores_gemma":[0.99616206,0.002250893,0.0006602113,0.00047502926,0.0003526997,0.00009908322],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005887613,0.0004499527,0.0003205011,0.00041607296,0.00016373413,0.0006947794,0.00045912754,0.0006205131,0.002366569],"category_scores_gemma":[0.00300509,0.0005590076,0.00019786971,0.00038429245,0.00014508895,0.0031237593,0.00030688892,0.0010105431,0.0005923005],"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":[0.000116121235,0.001297466,0.39645323,0.0010705767,0.0003006378,0.000037011254,0.00023111138,0.007622967,0.0003806491,0.4343668,0.009863966,0.14825946],"study_design_scores_gemma":[0.0014164351,0.000018537097,0.5219665,0.0012741361,0.00024674245,0.000057730624,0.0002409092,0.011313589,0.00021860121,0.028192567,0.43442887,0.00062533544],"about_ca_topic_score_codex":0.0012584892,"about_ca_topic_score_gemma":0.00018063282,"teacher_disagreement_score":0.42456493,"about_ca_system_score_codex":0.001992631,"about_ca_system_score_gemma":0.00021022682,"threshold_uncertainty_score":0.9996861},"labels":[],"label_agreement":null},{"id":"W2107823837","doi":"10.7202/1008686ar","title":"Taille de la firme et compétences relationnelles pour innover","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.020469854238301236,"score_gpt":0.25316579063233935,"score_spread":0.23269593639403813,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2107823837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69763976,0.0019086187,0.018374192,0.23837076,0.0015716908,0.00031830062,0.000039989667,0.00017319365,0.041603506],"genre_scores_gemma":[0.91195333,0.0063598184,0.015037927,0.0046128565,0.0026773426,0.000076329045,0.00043976036,0.00007682858,0.058765803],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99785364,0.00039648107,0.0006673663,0.00042502454,0.0001933953,0.00046408628],"domain_scores_gemma":[0.99425507,0.0041770265,0.0007107687,0.00028633105,0.0005119381,0.000058854694],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002847155,0.00035501772,0.0002936257,0.00043486466,0.00016564927,0.0008285326,0.00032309254,0.0004267549,0.002781359],"category_scores_gemma":[0.0041128728,0.00042025282,0.00014958711,0.00042644262,0.00021698525,0.0042238883,0.00021755268,0.000735265,0.0012506315],"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":[0.00006081144,0.000560687,0.36320096,0.00025222154,0.00010615193,0.000016781907,0.00033206263,0.023924362,0.0001967286,0.56863344,0.027243663,0.0154721495],"study_design_scores_gemma":[0.0010450811,0.0000112769285,0.47886053,0.0008868696,0.00009232944,0.00011480829,0.00021494138,0.03161879,0.000056313977,0.04155334,0.44506526,0.00048046347],"about_ca_topic_score_codex":0.00079782045,"about_ca_topic_score_gemma":0.000084179,"teacher_disagreement_score":0.52708006,"about_ca_system_score_codex":0.00041876052,"about_ca_system_score_gemma":0.00022789437,"threshold_uncertainty_score":0.99982494},"labels":[],"label_agreement":null},{"id":"W2108592616","doi":"10.7202/1020678ar","title":"Les déterminants de la satisfaction des partenaires engagés dans des coopérations inter-entreprises : Cas des fruits et légumes en Méditerranée","year":2013,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.036056072692360504,"score_gpt":0.29913703762788235,"score_spread":0.26308096493552185,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2108592616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8154273,0.00061226444,0.048520293,0.003874803,0.0018020453,0.00062224374,0.000031362237,0.00021683873,0.12889284],"genre_scores_gemma":[0.9800295,0.0010095404,0.003926596,0.00057128764,0.0006537511,0.00024642068,0.00023430325,0.00005581556,0.013272779],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978253,0.00016554925,0.00061909686,0.0004905121,0.00038285085,0.0005166845],"domain_scores_gemma":[0.9984721,0.00020227773,0.0003563988,0.00025552837,0.00067679613,0.000036923127],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00077566033,0.0004162172,0.00023668655,0.0005672628,0.00082217134,0.0019997137,0.00044283405,0.00017401238,0.003828068],"category_scores_gemma":[0.00026959332,0.00043435753,0.00012962487,0.00055284443,0.0007327881,0.0057892213,0.0003658787,0.00033212383,0.00060198404],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032249096,0.00036199242,0.51626927,0.0007901503,0.00038985774,0.000059970902,0.0012444281,0.00057450274,0.00034124512,0.15904136,0.011717997,0.30917698],"study_design_scores_gemma":[0.0006875019,0.000021435995,0.8991705,0.0009848679,0.00017921686,0.000036282716,0.0034059829,0.0056920424,0.00019962304,0.047543358,0.04164894,0.0004302198],"about_ca_topic_score_codex":0.010720722,"about_ca_topic_score_gemma":0.0028218685,"teacher_disagreement_score":0.38290128,"about_ca_system_score_codex":0.00041007515,"about_ca_system_score_gemma":0.000033041266,"threshold_uncertainty_score":0.9998108},"labels":[],"label_agreement":null},{"id":"W2109464245","doi":"10.7202/1013152ar","title":"Peut-on désormais parler d’engagement du distributeur dans la relation avec l’industriel ?","year":2012,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.033038374283036166,"score_gpt":0.24831998608253536,"score_spread":0.2152816117994992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2109464245","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06533638,0.0004218725,0.02124371,0.04038565,0.014738124,0.00082726026,0.00007330606,0.00025288013,0.8567208],"genre_scores_gemma":[0.9619228,0.00028061663,0.0003021643,0.0022414632,0.0047390494,0.000107486114,0.0016014944,0.00006165457,0.028743228],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99722004,0.00006708067,0.00070107024,0.0004691866,0.00088049594,0.00066211715],"domain_scores_gemma":[0.99865526,0.00007635566,0.0005102133,0.0003612898,0.00035349416,0.00004340387],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014149381,0.0004592831,0.00023150083,0.00053854566,0.00046880127,0.00079747266,0.0005472675,0.00026757887,0.0037784346],"category_scores_gemma":[0.00011582446,0.00049708644,0.00014520992,0.00084576214,0.00014170252,0.0044433265,0.00047403824,0.00053690054,0.0030149315],"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":[0.00008616266,0.00087794825,0.10222794,0.00020473622,0.00033875907,0.000038097733,0.00016417143,0.0006577676,0.000014883281,0.73545706,0.14394744,0.015985047],"study_design_scores_gemma":[0.00085959514,0.000013171615,0.30193108,0.00021953003,0.00017473505,0.0000065225436,0.0005376557,0.0033820195,0.000029752973,0.0011337659,0.6913309,0.0003812614],"about_ca_topic_score_codex":0.00009619181,"about_ca_topic_score_gemma":0.0000064626843,"teacher_disagreement_score":0.8965865,"about_ca_system_score_codex":0.0003460203,"about_ca_system_score_gemma":0.000020906155,"threshold_uncertainty_score":0.99974805},"labels":[],"label_agreement":null},{"id":"W2110581795","doi":"10.1002/smj.448","title":"Clusters, networks, and firm innovativeness","year":2005,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":743,"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":"University of Minnesota","keywords":"Centrality; Business; Industrial organization; Cluster (spacecraft); Function (biology); Economic geography; Structural holes; Business cluster; Network structure; Marketing; Mechanism (biology); Economics; Computer science; Sociology","score_opus":0.02653619104081247,"score_gpt":0.23493662975063143,"score_spread":0.20840043870981895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110581795","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30388263,0.00046273606,0.0055450895,0.0059391595,0.0010781516,0.00035138743,6.935833e-7,0.0001600165,0.6825802],"genre_scores_gemma":[0.9934291,0.00015111572,0.00075162714,0.002377844,0.0026577432,0.0000087707895,0.000019156485,0.00002238961,0.00058222935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986874,0.000011950302,0.00043199342,0.0002450609,0.00025886646,0.0003647707],"domain_scores_gemma":[0.9992651,0.000009295349,0.00033236863,0.00014873837,0.00022721737,0.000017324008],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006214968,0.00022561794,0.00017943162,0.00039972787,0.00043723552,0.00096442085,0.00022710532,0.00007420694,0.0004684494],"category_scores_gemma":[0.0000042391016,0.00019898877,0.000039945888,0.0009445374,0.00007266151,0.0016146929,0.00013479227,0.00030968507,0.00007300186],"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":[0.000060197333,0.000072297895,0.0028046432,0.00013724431,0.00008272499,0.000048219128,0.000008097938,0.0012896922,0.00001937636,0.96410084,0.00154738,0.029829262],"study_design_scores_gemma":[0.005285578,0.000066131186,0.033589013,0.0004448147,0.00029234507,0.00022325868,0.0033038529,0.12553841,0.0000129825785,0.5829552,0.24669114,0.0015972613],"about_ca_topic_score_codex":0.000015233922,"about_ca_topic_score_gemma":0.000014560031,"teacher_disagreement_score":0.6895465,"about_ca_system_score_codex":0.000035569927,"about_ca_system_score_gemma":0.000013491917,"threshold_uncertainty_score":0.9299933},"labels":[],"label_agreement":null},{"id":"W2110621765","doi":"10.1287/orsc.1080.0390","title":"Process Capabilities and Value Generation in Alliance Portfolios","year":2008,"lang":"en","type":"article","venue":"Organization Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":266,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Alliance; Conceptualization; Portfolio; Corporate governance; Business; Context (archaeology); Process (computing); Value (mathematics); Relational capital; Knowledge management; Function (biology); Industrial organization; Dimension (graph theory); Computer science; Intellectual capital; Political science; Finance","score_opus":0.02545578391337169,"score_gpt":0.23520954145265496,"score_spread":0.20975375753928327,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2110621765","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960274,0.000015975078,0.00086139323,0.00071217876,0.00011623861,0.00009890139,1.7216725e-7,0.0000432408,0.0021245056],"genre_scores_gemma":[0.9988687,0.000015950349,0.000120554694,0.00070667657,0.00019393045,0.0000035324847,0.000013793209,0.000006969647,0.000069870366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9992914,0.0000022571196,0.00015336707,0.0002164088,0.00021441284,0.00012211387],"domain_scores_gemma":[0.99923503,0.0000032268497,0.00008492551,0.00008277308,0.00058874494,0.0000052724286],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024753108,0.00006415219,0.00005964446,0.00017710922,0.00032882133,0.0001461906,0.00011108259,0.000027107868,0.000070798946],"category_scores_gemma":[0.00031050746,0.00006210796,0.0000028541056,0.0036484203,0.00022438793,0.0034837201,0.00003056874,0.00003857711,0.000025059639],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000033515448,0.00005925416,0.7842051,0.00007771802,9.895298e-7,0.00000450583,0.00055446115,0.0029530649,0.03456585,0.17645642,0.0004256256,0.0006936607],"study_design_scores_gemma":[0.0002766705,0.000004341651,0.95487726,0.000018955061,0.0000032307885,0.000013960304,0.00030118745,0.030638067,0.0107795885,0.0021252288,0.00072850176,0.00023302464],"about_ca_topic_score_codex":0.0000734998,"about_ca_topic_score_gemma":0.000015832129,"teacher_disagreement_score":0.1743312,"about_ca_system_score_codex":0.000021695185,"about_ca_system_score_gemma":0.00008974877,"threshold_uncertainty_score":0.2532689},"labels":[],"label_agreement":null},{"id":"W2111152561","doi":"10.7202/1008502ar","title":"Le marketing est-il soluble dans la très petite entreprise ?","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.015917297014234128,"score_gpt":0.23169829027150485,"score_spread":0.2157809932572707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111152561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6906415,0.0019039819,0.009593934,0.1810087,0.0033717838,0.00060443865,0.000060215243,0.00035745796,0.112457976],"genre_scores_gemma":[0.79538274,0.011909244,0.009581304,0.0027482829,0.005753754,0.00020185072,0.00078515976,0.00021456383,0.1734231],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99657375,0.00053369434,0.0010064456,0.0007652372,0.000297196,0.00082366774],"domain_scores_gemma":[0.9928142,0.0048669213,0.0010067942,0.0005683231,0.0006261321,0.00011763169],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004342802,0.0005624687,0.00046597215,0.00055689487,0.0002843062,0.0012649872,0.00052913727,0.0005058999,0.0021818662],"category_scores_gemma":[0.005747907,0.0007243192,0.00029267525,0.0005258126,0.0002891712,0.005627209,0.00044986416,0.0009187864,0.0017139544],"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":[0.0002979732,0.0015034336,0.30056095,0.0010224822,0.00026774677,0.00008939259,0.00065388606,0.012530348,0.0010087868,0.5955121,0.01945391,0.06709898],"study_design_scores_gemma":[0.0016369983,0.0000112516755,0.25672826,0.001511526,0.0001724331,0.00022362174,0.00043131478,0.021516288,0.00013940188,0.0066922754,0.7101286,0.0008079901],"about_ca_topic_score_codex":0.001359495,"about_ca_topic_score_gemma":0.00023163365,"teacher_disagreement_score":0.6906747,"about_ca_system_score_codex":0.00051405287,"about_ca_system_score_gemma":0.0003691884,"threshold_uncertainty_score":0.9997718},"labels":[],"label_agreement":null},{"id":"W2111711796","doi":"10.7202/1018263ar","title":"Quel positionnement pour l’entrepreneur du luxe dans une stratégie collective ?","year":2013,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.011479742256541485,"score_gpt":0.20931582049648198,"score_spread":0.19783607823994048,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2111711796","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047250804,0.00032788777,0.017245319,0.1475282,0.007501789,0.0013823148,0.000038200116,0.00020791742,0.77851754],"genre_scores_gemma":[0.86752427,0.00017950674,0.0014278755,0.004683419,0.0025412552,0.00032018483,0.00071292825,0.000060077757,0.12255047],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9974085,0.000025373083,0.00069305254,0.0006568636,0.00069798506,0.0005182315],"domain_scores_gemma":[0.9980062,0.000033264274,0.0004583882,0.00031707328,0.0011541201,0.00003090283],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00026415667,0.00043539374,0.00024430658,0.0005900948,0.00041513678,0.0014550108,0.0006365212,0.00014120535,0.014672638],"category_scores_gemma":[0.000038506365,0.0004867192,0.0001509464,0.0011830478,0.00013523872,0.0035435883,0.0004458434,0.00022831572,0.0055423556],"study_design_candidate":"theoretical_or_conceptual","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":[0.000052369163,0.0010118152,0.027364364,0.0003424191,0.0006861395,0.00007617754,0.000095465264,0.0011585068,0.00026903453,0.6767339,0.27919143,0.013018334],"study_design_scores_gemma":[0.003359767,0.00004866832,0.4979094,0.00064345263,0.00040645016,0.000019169474,0.0039742864,0.035308886,0.00019328193,0.09751267,0.3595489,0.0010750821],"about_ca_topic_score_codex":0.0027877798,"about_ca_topic_score_gemma":0.00017293594,"teacher_disagreement_score":0.82027346,"about_ca_system_score_codex":0.00052926224,"about_ca_system_score_gemma":0.000054134907,"threshold_uncertainty_score":0.9997584},"labels":[],"label_agreement":null},{"id":"W2114614777","doi":"10.5539/ass.v6n9p96","title":"Choice of the Models for the Co-operative Innovation of Industries, Universities and Research Institutes by Game Analysis","year":2010,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Shanghai Municipal Education Commission","keywords":"Bargaining problem; Selection (genetic algorithm); Game theory; Nash equilibrium; Microeconomics; Industrial organization; Mode (computer interface); Degree (music); Economics; Business; Outcome (game theory); Computer science; Operations research; Mathematics; Artificial intelligence","score_opus":0.06943811681068089,"score_gpt":0.3409650454577482,"score_spread":0.2715269286470673,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2114614777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93852776,0.000008836581,0.0015228022,0.0048998916,0.000106474174,0.00025862406,0.00001567149,0.0000070518813,0.0546529],"genre_scores_gemma":[0.99966335,9.700676e-7,0.000017544573,0.00009633038,0.00010167967,0.0000042239176,0.0000071063214,0.0000016179146,0.00010720118],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993814,0.000006984325,0.00011765885,0.00010280813,0.00028376808,0.00010736707],"domain_scores_gemma":[0.9985591,0.000054239845,0.0001450774,0.000081156606,0.0011582557,0.000002156687],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009456493,0.00004091143,0.000072362665,0.00023054641,0.00080272055,0.0001195406,0.00028135645,0.00004659702,0.000010569492],"category_scores_gemma":[0.0001896483,0.000026146821,0.000014249344,0.007126755,0.0016853441,0.0014598801,0.000076365795,0.00013848473,1.8634191e-7],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000072979715,0.000012857311,0.0035440607,0.000013114895,0.000017964663,1.17493855e-8,0.0005432712,0.0000197223,0.010756613,0.9754377,0.0005932891,0.009054106],"study_design_scores_gemma":[0.00092924543,0.00002998361,0.8238589,0.000039655122,0.0002675423,1.7586052e-7,0.041349616,0.017692808,0.023742631,0.044561867,0.04717502,0.00035252605],"about_ca_topic_score_codex":0.000979873,"about_ca_topic_score_gemma":0.00016364703,"teacher_disagreement_score":0.93087584,"about_ca_system_score_codex":0.000014234639,"about_ca_system_score_gemma":0.00018048473,"threshold_uncertainty_score":0.62097204},"labels":[],"label_agreement":null},{"id":"W2116240960","doi":"10.1002/smj.447","title":"The effect of alliance network diversity on multinational enterprise performance","year":2005,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":530,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; University of Victoria","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Alliance; Multinational corporation; Transaction cost; Diversity (politics); Industrial organization; Sample (material); Business; Economic geography; Structural equation modeling; Economics; Computer science; Political science","score_opus":0.015541829827045486,"score_gpt":0.22183015035870177,"score_spread":0.20628832053165627,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2116240960","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75477195,0.000080741826,0.000093966315,0.0011962436,0.00065024797,0.00023336845,4.692187e-7,0.000031430154,0.24294159],"genre_scores_gemma":[0.9973167,0.00015441628,0.000117188705,0.00033991036,0.0014890988,0.0000067371425,0.0000068013114,0.000008834072,0.0005602921],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99877226,0.000021998989,0.00032722144,0.00014933408,0.00044355897,0.00028563346],"domain_scores_gemma":[0.99921286,0.000045364734,0.00042766798,0.00015290505,0.0001510596,0.000010170674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010737148,0.00016217252,0.00013254113,0.00008884736,0.0011481,0.00026743842,0.00040341725,0.000038577695,0.00014708619],"category_scores_gemma":[0.000008954503,0.000108302665,0.00007410821,0.0004148169,0.00007004967,0.0006794672,0.0001888635,0.00024031491,0.000104875406],"study_design_candidate":"theoretical_or_conceptual","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":[0.0010986807,0.00012953558,0.111248106,0.00039349956,0.00023892011,0.000021993565,0.000018887042,0.032260954,0.000018171653,0.8056483,0.005084515,0.043838434],"study_design_scores_gemma":[0.012879283,0.0009426725,0.5241442,0.0015530849,0.0006630949,0.000045290748,0.0007636214,0.17137836,0.00042509954,0.1351367,0.15029943,0.0017691917],"about_ca_topic_score_codex":0.0000060886955,"about_ca_topic_score_gemma":0.000008084762,"teacher_disagreement_score":0.6705116,"about_ca_system_score_codex":0.000040367337,"about_ca_system_score_gemma":0.0000075476296,"threshold_uncertainty_score":0.8830373},"labels":[],"label_agreement":null},{"id":"W2117889979","doi":"10.7202/029433ar","title":"Trente ans de théorie en PME","year":2009,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Physics; Philosophy","score_opus":0.013838931215943175,"score_gpt":0.24262306131303094,"score_spread":0.22878413009708776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2117889979","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2370225,0.0015859045,0.014174223,0.57012117,0.002183784,0.00034154888,0.000042068783,0.0002758517,0.17425294],"genre_scores_gemma":[0.6538382,0.014790772,0.008573194,0.010839085,0.0053921733,0.00004733919,0.00062845054,0.000081231316,0.30580956],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987509,0.00009923039,0.0003979215,0.0003538221,0.00011110817,0.00028702055],"domain_scores_gemma":[0.99834424,0.00082342466,0.0003089854,0.0002296157,0.0002604179,0.000033284312],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000784358,0.00023510936,0.0001970251,0.00029742185,0.000070445654,0.0004647832,0.00025114298,0.00025840953,0.0024491516],"category_scores_gemma":[0.0014878227,0.00028904947,0.00012321095,0.00026418606,0.00006112639,0.0014461303,0.000066514745,0.0004519321,0.0013882228],"study_design_candidate":"theoretical_or_conceptual","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":[0.00006239123,0.00035621496,0.03112246,0.00016876216,0.00006709429,0.000058756614,0.0001070809,0.007897948,0.00021581507,0.7427722,0.03713815,0.18003313],"study_design_scores_gemma":[0.0007487003,0.000019095081,0.15571041,0.00072499004,0.00007933634,0.000071357244,0.0000378808,0.023204468,0.00005869254,0.08573496,0.7332301,0.00037999387],"about_ca_topic_score_codex":0.00015109943,"about_ca_topic_score_gemma":0.00003059673,"teacher_disagreement_score":0.69609195,"about_ca_system_score_codex":0.0003386489,"about_ca_system_score_gemma":0.00014403592,"threshold_uncertainty_score":0.9999562},"labels":[],"label_agreement":null},{"id":"W2118538768","doi":"10.3968/j.css.1923669720060203.005","title":"Organizational Career Management: Researching at Managerial Philosophy level","year":2009,"lang":"en","type":"article","venue":"Canadian social science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Individualism; Sociology; Collectivism; Management; Humanities; Value (mathematics); Political science; Philosophy; Law","score_opus":0.05232789389111743,"score_gpt":0.24971742034879205,"score_spread":0.1973895264576746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118538768","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05296453,0.000007302503,0.000099382574,0.008368991,0.0004787528,0.0001795041,0.000009783424,0.000063741005,0.937828],"genre_scores_gemma":[0.9917922,0.0000011151548,0.00009003996,0.0055805957,0.0017885814,0.0000031578977,0.00004405277,0.000009763788,0.00069048296],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985354,0.0000044817757,0.00014563599,0.0003076303,0.0005030282,0.00050380745],"domain_scores_gemma":[0.99940974,0.000003681091,0.00006919198,0.00012055352,0.00035328732,0.000043551077],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00043756032,0.0001096308,0.00008413013,0.000594802,0.00193675,0.00052124466,0.00048985786,0.000054318363,0.00042222624],"category_scores_gemma":[0.00005999559,0.00011882645,0.000023497274,0.0032971066,0.0002646991,0.0014782585,0.00009453291,0.00009771773,0.0003028431],"study_design_candidate":"theoretical_or_conceptual","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":[0.000006189007,0.000007272752,0.0021272758,0.000014747572,0.000002935225,0.000018068036,0.000036637168,0.0000026636583,0.00043945687,0.9890005,0.004090422,0.0042538494],"study_design_scores_gemma":[0.0010290289,0.000013982707,0.53341293,0.00006227136,0.000036939084,0.0000043084206,0.00062766724,0.00063811423,0.00011938775,0.22607066,0.23698288,0.0010018189],"about_ca_topic_score_codex":0.002695805,"about_ca_topic_score_gemma":0.0027155941,"teacher_disagreement_score":0.9388277,"about_ca_system_score_codex":0.00037336355,"about_ca_system_score_gemma":0.00013946829,"threshold_uncertainty_score":0.9993626},"labels":[],"label_agreement":null},{"id":"W2118912560","doi":"10.71781/24230","title":"Les déterminants du transfert des pratiques de GRH au sein des entreprises multinationales","year":2009,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science; Sociology; Humanities; Philosophy","score_opus":0.06752343784541603,"score_gpt":0.3339476368079922,"score_spread":0.2664241989625762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2118912560","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9333615,0.0006295719,0.00088188134,0.00065066095,0.0003094209,0.00083376555,0.000024929775,0.000012763038,0.063295536],"genre_scores_gemma":[0.97660285,0.00038033377,0.0072465576,0.00014006488,0.0007322329,0.00007628758,0.002492825,0.000058227553,0.012270604],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9976741,0.000069697795,0.00076523825,0.00064541737,0.0003001774,0.00054537784],"domain_scores_gemma":[0.9978375,0.00010043523,0.0005301388,0.00022282306,0.0012791652,0.000029949982],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007406002,0.00055877736,0.0004802431,0.00034957018,0.0012879662,0.0018248184,0.0006867029,0.00041869874,0.0034673098],"category_scores_gemma":[0.00041412548,0.0005728884,0.00012726337,0.0007122452,0.00026509204,0.004735554,0.00007260182,0.00030047484,0.00037856353],"study_design_candidate":"observational","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":[0.00027042945,0.00066153734,0.13674495,0.0010560516,0.000097634314,0.00006221925,0.0040224865,0.00014734904,0.0023729713,0.004478952,0.00026688277,0.8498185],"study_design_scores_gemma":[0.0010254148,0.000051151874,0.91940814,0.0028189933,0.00034546902,0.00001692932,0.0053960704,0.002132815,0.013074123,0.0030293525,0.051766805,0.0009347258],"about_ca_topic_score_codex":0.01027209,"about_ca_topic_score_gemma":0.03125418,"teacher_disagreement_score":0.8488838,"about_ca_system_score_codex":0.00023581831,"about_ca_system_score_gemma":0.00047801234,"threshold_uncertainty_score":0.99967223},"labels":[],"label_agreement":null},{"id":"W2119908853","doi":"10.7202/1012688ar","title":"Les dispositifs de gestion des compétences dans les PME : mythe ou réalité ?","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.03755816626953289,"score_gpt":0.25877515020793423,"score_spread":0.22121698393840133,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2119908853","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8010719,0.0024759297,0.04420277,0.13762026,0.0010937226,0.00029892207,0.000045180313,0.00018271271,0.013008606],"genre_scores_gemma":[0.94719124,0.006512643,0.011575945,0.0009981642,0.0024844634,0.000096719596,0.00043709567,0.00007299012,0.030630728],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977891,0.0002967587,0.00067673746,0.00046409824,0.00019996034,0.00057334086],"domain_scores_gemma":[0.9964552,0.002043592,0.00059655635,0.00030161146,0.00052656356,0.00007647273],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018502467,0.00040717178,0.00030837225,0.00037048405,0.00033168867,0.0007862269,0.0003807562,0.00041866506,0.0011793056],"category_scores_gemma":[0.0022949977,0.0004643697,0.00017944159,0.0003549455,0.00035478835,0.0035123227,0.0001872707,0.00064198463,0.00042680366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007531213,0.00049211405,0.5255865,0.00047462474,0.000101830985,0.000016859874,0.0007472757,0.015796892,0.00059041515,0.2935023,0.0020352302,0.1605807],"study_design_scores_gemma":[0.0006364003,0.000016758679,0.8187655,0.001577645,0.00016569525,0.0001447086,0.000377918,0.02776596,0.00020427052,0.021069882,0.128753,0.00052220374],"about_ca_topic_score_codex":0.006361403,"about_ca_topic_score_gemma":0.00085994037,"teacher_disagreement_score":0.2931791,"about_ca_system_score_codex":0.0008480743,"about_ca_system_score_gemma":0.00011107791,"threshold_uncertainty_score":0.9997808},"labels":[],"label_agreement":null},{"id":"W2121131595","doi":"10.3386/w11849","title":"Inertia and Incentives: Bridging Organizational Economics and Organizational Theory","year":2005,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":51,"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 Toronto","funders":"","keywords":"Bridging (networking); Organizational economics; Incentive; Organizational learning; Inertia; Organizational commitment; Economics; Business; Microeconomics; Management; Computer science; Physics","score_opus":0.13413493152315548,"score_gpt":0.3897397166847937,"score_spread":0.2556047851616382,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2121131595","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11060123,0.0017281304,0.00014547748,0.0069846488,0.0010350458,0.00096729747,0.00013875224,0.00008572738,0.87831366],"genre_scores_gemma":[0.98887646,0.0019155638,0.00016862738,0.00023567928,0.0047554527,0.000018492945,0.0020328255,0.00007283096,0.0019240383],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978792,0.000032992313,0.0006868536,0.000527085,0.0006031918,0.00027066816],"domain_scores_gemma":[0.99525696,0.00029499538,0.0005144092,0.0001442541,0.003768596,0.000020769758],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003254485,0.00024387895,0.00035732167,0.0012345553,0.00030688825,0.00035998874,0.0002449825,0.00031078223,0.0011496533],"category_scores_gemma":[0.0012268074,0.00026488642,0.000035846817,0.0005001815,0.00038561143,0.0012714043,0.00036232593,0.00040296916,0.00008521234],"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":[0.000036711685,0.00004388599,0.0082585225,0.00023911745,0.00009839358,5.8950394e-7,0.000014298522,0.00031161925,0.00006400515,0.9827144,0.0058135926,0.0024048698],"study_design_scores_gemma":[0.0012619741,0.000020889333,0.06444048,0.00026180217,0.00007216685,0.000045041717,0.0001601512,0.01112266,0.00012221772,0.8282167,0.09347193,0.0008040369],"about_ca_topic_score_codex":0.0003584544,"about_ca_topic_score_gemma":0.00008932457,"teacher_disagreement_score":0.8782753,"about_ca_system_score_codex":0.00046782015,"about_ca_system_score_gemma":0.001686247,"threshold_uncertainty_score":0.99998033},"labels":[],"label_agreement":null},{"id":"W2124972337","doi":"10.7202/1008814ar","title":"Les dirigeants dans le secteur des TIC pensent-ils différemment ?","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.030997904358882233,"score_gpt":0.25352613437386773,"score_spread":0.2225282300149855,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2124972337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.915987,0.0016371534,0.011480514,0.05164593,0.001630709,0.00035609238,0.00003244149,0.0001531234,0.017077032],"genre_scores_gemma":[0.91444415,0.004501474,0.0029834348,0.0012765519,0.002384698,0.00008286066,0.00038335644,0.00008628044,0.07385719],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977163,0.00022988723,0.00068079215,0.00049186783,0.00020807885,0.0006730731],"domain_scores_gemma":[0.99705917,0.0014428705,0.0006055546,0.00034936963,0.00045753634,0.000085505686],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016161505,0.00041348542,0.00032702947,0.00038200332,0.00027246051,0.00071060145,0.0003380634,0.0002976672,0.0017002071],"category_scores_gemma":[0.002133867,0.0004916489,0.00018158369,0.0003381969,0.00027128065,0.0036984198,0.00024833326,0.00052434823,0.0010298301],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009637755,0.0013391613,0.53200746,0.0008185065,0.00019980174,0.000038434155,0.00064506644,0.0064507225,0.0013907747,0.34252718,0.004941991,0.10954453],"study_design_scores_gemma":[0.00118602,0.00001423721,0.7376143,0.0011514209,0.00013755562,0.00012247369,0.00026592612,0.011317477,0.000367139,0.0075385706,0.23969719,0.00058773666],"about_ca_topic_score_codex":0.0028065268,"about_ca_topic_score_gemma":0.0005440927,"teacher_disagreement_score":0.33498862,"about_ca_system_score_codex":0.0006508517,"about_ca_system_score_gemma":0.00012630402,"threshold_uncertainty_score":0.99975353},"labels":[],"label_agreement":null},{"id":"W2126030870","doi":"10.7202/1009258ar","title":"Les services partagés : une stratégie de collaboration au sein des réseaux de services publics1","year":2012,"lang":"fr","type":"article","venue":"Télescope Revue d’analyse comparée en administration publique","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.05146746615697055,"score_gpt":0.3208238004527983,"score_spread":0.2693563342958277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126030870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.904736,0.0064198123,0.013075614,0.038070407,0.0016073373,0.0010037364,0.00008825214,0.00042630083,0.03457255],"genre_scores_gemma":[0.9849808,0.0003681736,0.0038483352,0.0016298979,0.0047227778,0.00009829717,0.0023168814,0.000108110384,0.0019267084],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99529976,0.00040092648,0.0015254768,0.00073180627,0.00052567566,0.0015163859],"domain_scores_gemma":[0.99528366,0.00016791798,0.0014106114,0.00070353795,0.0021862965,0.00024795005],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0029217408,0.00080086413,0.0008342636,0.00078758044,0.00090977893,0.0034298922,0.0007747652,0.0008073274,0.001007641],"category_scores_gemma":[0.0001863174,0.00092109333,0.00022228505,0.0049654697,0.00028578087,0.01576217,0.00018294592,0.00073488,0.00043522607],"study_design_candidate":"observational","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":[0.00021470262,0.0012698086,0.3701014,0.009412865,0.00041794698,0.000030298643,0.002629139,0.0019718495,0.0015773716,0.60395,0.0015884261,0.0068362006],"study_design_scores_gemma":[0.0015699739,0.00016341337,0.5848762,0.0022095493,0.0015041148,0.00013237578,0.015661785,0.049328685,0.0026688615,0.009281756,0.33045486,0.0021484615],"about_ca_topic_score_codex":0.018962003,"about_ca_topic_score_gemma":0.057444658,"teacher_disagreement_score":0.59466827,"about_ca_system_score_codex":0.0010252047,"about_ca_system_score_gemma":0.0023861062,"threshold_uncertainty_score":0.9999056},"labels":[],"label_agreement":null},{"id":"W2126264239","doi":"10.1016/j.intman.2006.01.001","title":"A coevolutionary theory of the multinational firm","year":2006,"lang":"en","type":"article","venue":"Journal of International Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":78,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Coevolution; Multinational corporation; Argument (complex analysis); Context (archaeology); Industrial organization; Ambiguity; Subsidiary; Vagueness; Macro; Process (computing); Competitive advantage; Adaptation (eye); Business; Economics; Microeconomics; Computer science; Artificial intelligence; Marketing; Ecology","score_opus":0.010295307652447055,"score_gpt":0.21197925802363124,"score_spread":0.2016839503711842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2126264239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.536835,0.00033654037,0.020840349,0.017979797,0.006892432,0.00044273704,0.000011212175,0.00003838495,0.41662356],"genre_scores_gemma":[0.99621224,0.00000749107,0.0006878047,0.0006311184,0.0010481859,0.000003101306,0.000010880766,0.0000072387224,0.0013919321],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987916,0.000009975383,0.0004970996,0.00007390329,0.00054744503,0.00008000196],"domain_scores_gemma":[0.99824536,0.000029108904,0.0008183149,0.000088805886,0.0008156992,0.0000027357078],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005103971,0.00008174507,0.00009497552,0.000308299,0.00007314534,0.000054269683,0.0004085057,0.000027943042,0.00032347417],"category_scores_gemma":[0.000053090484,0.000056876273,0.000112049886,0.00035225134,0.000060568207,0.00074534747,0.00012995095,0.000096215605,0.000016701324],"study_design_candidate":"theoretical_or_conceptual","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":[0.00008750727,0.00020709897,0.02262182,0.00004785365,0.00008758721,0.0000062826794,0.0000040435566,0.0025253245,0.0003040664,0.9561912,0.015777744,0.0021394973],"study_design_scores_gemma":[0.00068583013,0.0000059584213,0.8272288,0.000103556595,0.000045779067,0.000011404612,0.000091183945,0.0013046566,0.0000759722,0.085778445,0.08459193,0.0000764694],"about_ca_topic_score_codex":0.00002878552,"about_ca_topic_score_gemma":0.000004766123,"teacher_disagreement_score":0.8704127,"about_ca_system_score_codex":0.00005391389,"about_ca_system_score_gemma":0.000016366219,"threshold_uncertainty_score":0.35418156},"labels":[],"label_agreement":null},{"id":"W2128709281","doi":"10.5539/ibr.v3n3p222","title":"Gaming of Strategy--Strategic Realignment of Chinese Dairy Industry","year":2010,"lang":"en","type":"article","venue":"International Business Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Prosperity; Dairy industry; Dilemma; Business; China; Marketing; Marketing strategy; Event (particle physics); Economics; Economic growth; Political science; Food science; Chemistry","score_opus":0.08307640249213205,"score_gpt":0.36009652347013843,"score_spread":0.2770201209780064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128709281","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9026126,0.000015972208,0.00007994435,0.0013092818,0.0008806274,0.00018349147,0.000012519433,0.00003313794,0.09487238],"genre_scores_gemma":[0.9979893,0.000011015249,0.0001354866,0.000055574128,0.0012798175,0.000025256762,0.0001381147,0.000026068397,0.00033935002],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975607,0.000018314982,0.00062037125,0.00031068004,0.0011754001,0.00031457102],"domain_scores_gemma":[0.9948248,0.000097106175,0.00036942255,0.00034166066,0.004351206,0.00001577447],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012330264,0.00018180485,0.0002434645,0.0010121395,0.00011672568,0.00017860251,0.0007293773,0.0002949904,0.0013208208],"category_scores_gemma":[0.0004500256,0.00015797337,0.00005675291,0.0024745115,0.00034255048,0.0013137921,0.0002660981,0.00089845224,0.00005645612],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00034617112,0.00081632176,0.3361266,0.00073083385,0.000119411874,0.000030827392,0.00006951537,0.0011059854,0.32346618,0.33175698,0.00092895626,0.004502214],"study_design_scores_gemma":[0.0008260384,0.00001744373,0.9417395,0.00015715325,0.000010266486,0.000009415763,0.0003413003,0.0021404903,0.0031971047,0.04859947,0.0027061917,0.0002556408],"about_ca_topic_score_codex":0.0019182152,"about_ca_topic_score_gemma":0.00017699208,"teacher_disagreement_score":0.6056129,"about_ca_system_score_codex":0.000029077471,"about_ca_system_score_gemma":0.0001853022,"threshold_uncertainty_score":0.9995921},"labels":[],"label_agreement":null},{"id":"W2128949881","doi":"10.7202/038001ar","title":"Caractériser les pratiques de conception des PME pour mieux accompagner leurs projets d’innovation","year":2009,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.040659147647633426,"score_gpt":0.28087419204725894,"score_spread":0.24021504439962552,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2128949881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8138012,0.0006808198,0.016394904,0.15573193,0.00056317594,0.00047555068,0.000022420223,0.0002216403,0.012108354],"genre_scores_gemma":[0.93444693,0.004898891,0.013320856,0.005661245,0.0028440238,0.00010150309,0.0007521991,0.00007267875,0.037901662],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99749976,0.0002526131,0.0009246763,0.00062875485,0.00021740283,0.00047679132],"domain_scores_gemma":[0.9960926,0.0010094974,0.0010029833,0.00031982263,0.0015333095,0.00004179822],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016529323,0.0004498803,0.0003566697,0.00069993595,0.00022836943,0.0011583328,0.0003461845,0.00048156374,0.0013579899],"category_scores_gemma":[0.003416749,0.00054011884,0.0001473375,0.00070982944,0.0002072742,0.0046462566,0.000095818876,0.0007229864,0.000361002],"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":[0.00021995173,0.00088178174,0.18548907,0.00050853,0.0001214368,0.00005501846,0.00070287543,0.020899983,0.004313893,0.48232633,0.022184296,0.28229684],"study_design_scores_gemma":[0.0014463536,0.000048268284,0.77143544,0.001625699,0.00012587509,0.000105802974,0.00028084213,0.032215934,0.0006930392,0.07345641,0.11787853,0.00068780564],"about_ca_topic_score_codex":0.0007659927,"about_ca_topic_score_gemma":0.0002827671,"teacher_disagreement_score":0.5859464,"about_ca_system_score_codex":0.00080452824,"about_ca_system_score_gemma":0.00035322385,"threshold_uncertainty_score":0.9998786},"labels":[],"label_agreement":null},{"id":"W2129932285","doi":"10.7202/1003452ar","title":"La rupture des alliances stratégiques : une grille d’analyse","year":2011,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.039343058249769323,"score_gpt":0.25319664103718925,"score_spread":0.21385358278741992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2129932285","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030440783,0.0020691396,0.006534833,0.0065688672,0.003721921,0.00029314062,0.000021343367,0.00018290081,0.95016706],"genre_scores_gemma":[0.9584557,0.0011769695,0.0060173315,0.0018149578,0.0014873802,0.00004821226,0.00032543336,0.000046636625,0.030627416],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982097,0.00002697727,0.0004998819,0.0004469745,0.00044324365,0.00037317997],"domain_scores_gemma":[0.99883384,0.000020434585,0.00034713116,0.00024175619,0.00053745176,0.000019376961],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00050892617,0.00033467013,0.0002098469,0.00044787925,0.00022765875,0.0006372934,0.00063691556,0.00018743976,0.0066848774],"category_scores_gemma":[0.00003104194,0.00034345593,0.0001337601,0.001006911,0.0003181427,0.0033310857,0.0002868775,0.00026143904,0.0008729494],"study_design_candidate":"theoretical_or_conceptual","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":[0.00009174924,0.00053208316,0.038035046,0.00072149327,0.00072507665,0.00019317443,0.00025332413,0.00009007916,0.000014211286,0.8399645,0.03504684,0.0843324],"study_design_scores_gemma":[0.00059734465,0.00001805033,0.21589121,0.00051787024,0.00026639568,0.000007874294,0.0023633689,0.0013999016,0.000055807,0.06365775,0.7147648,0.00045964078],"about_ca_topic_score_codex":0.0022096564,"about_ca_topic_score_gemma":0.0006171094,"teacher_disagreement_score":0.9280149,"about_ca_system_score_codex":0.00009942706,"about_ca_system_score_gemma":0.000017994162,"threshold_uncertainty_score":0.999905},"labels":[],"label_agreement":null},{"id":"W2130140918","doi":"10.1002/smj.819","title":"Network patterns and competitive advantage before the emergence of a dominant design","year":2009,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":172,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Alliance; Industrial organization; Business; Competitive advantage; Marketing; Panel data; Economics","score_opus":0.02648283030695503,"score_gpt":0.23937288704807036,"score_spread":0.21289005674111533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2130140918","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23507749,0.00071978907,0.0631327,0.01259303,0.0019551618,0.0017279943,0.0000052326172,0.00010729302,0.6846813],"genre_scores_gemma":[0.99738765,0.00015474993,0.0006534051,0.0009276035,0.0007509056,0.000005119624,0.000006721493,0.000008961069,0.00010491209],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988346,0.000025100706,0.00040938097,0.00017130724,0.00026293483,0.0002966928],"domain_scores_gemma":[0.9992068,0.000012122947,0.00044612496,0.00015149775,0.00017195506,0.000011538421],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00077340443,0.00017778802,0.00018076929,0.00013259114,0.00035434985,0.00026683672,0.0002629622,0.000038748436,0.00029996998],"category_scores_gemma":[0.000004584432,0.00011768344,0.000047361504,0.0004988449,0.00006794952,0.00059362175,0.00006221328,0.00020781382,0.000009501486],"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":[0.000065566834,0.000047691665,0.0026109267,0.00008317032,0.00004095801,0.000047483747,0.00003115236,0.0002502693,0.00003918011,0.9930942,0.00043397452,0.0032554045],"study_design_scores_gemma":[0.00081765314,0.00011299072,0.039859906,0.00028274857,0.00014933028,0.000038498285,0.0076688793,0.0025481984,0.000017100472,0.94727695,0.0009961716,0.00023155137],"about_ca_topic_score_codex":0.000012669507,"about_ca_topic_score_gemma":0.00001539537,"teacher_disagreement_score":0.76231015,"about_ca_system_score_codex":0.000007837242,"about_ca_system_score_gemma":0.000010693805,"threshold_uncertainty_score":0.47989914},"labels":[],"label_agreement":null},{"id":"W2131612050","doi":"10.7202/1012550ar","title":"Les modes de coordination au sein de réseaux d’innovation pilotés par des TPE","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.043720691451335156,"score_gpt":0.28056366330137983,"score_spread":0.23684297185004466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2131612050","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8391554,0.0007712141,0.070875764,0.0750004,0.00079366204,0.00033965622,0.000028859267,0.00017966771,0.012855392],"genre_scores_gemma":[0.95916003,0.0019911842,0.0125995,0.0016543163,0.002877742,0.0001315389,0.00057989487,0.00008402465,0.020921765],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99754727,0.00026932344,0.0008023623,0.00047024037,0.00020358944,0.0007072348],"domain_scores_gemma":[0.9962472,0.0015058258,0.0008025249,0.00030919048,0.0010681269,0.000067168556],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0031900604,0.00040917672,0.00030872755,0.00076645747,0.00031913427,0.00074040494,0.0003227924,0.0004442775,0.0009566426],"category_scores_gemma":[0.004981229,0.00051814603,0.00013292412,0.0008027936,0.00025110404,0.005066901,0.00016784696,0.0006133581,0.0003690792],"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":[0.000093870236,0.0005316128,0.41470948,0.0005415741,0.00010220752,0.000009319978,0.00040983013,0.023799313,0.0020598834,0.47407472,0.003746655,0.07992153],"study_design_scores_gemma":[0.001188578,0.00002333284,0.73638487,0.0011929218,0.00016220345,0.000106236024,0.00021874528,0.09340293,0.00093043206,0.06101085,0.104735374,0.000643511],"about_ca_topic_score_codex":0.0038913384,"about_ca_topic_score_gemma":0.0003253339,"teacher_disagreement_score":0.41306388,"about_ca_system_score_codex":0.0019734793,"about_ca_system_score_gemma":0.0003559134,"threshold_uncertainty_score":0.9999566},"labels":[],"label_agreement":null},{"id":"W2132219065","doi":"10.3917/riges.272.0067","title":"Le cas EXFO : la valorisation du capital humain dans un contexte interculturel et intergénérationnel","year":2002,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.017486161140179878,"score_gpt":0.20889289572796801,"score_spread":0.19140673458778815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2132219065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7301538,0.0017805856,0.06819168,0.11998172,0.0050790813,0.00060773344,0.000017338121,0.00033524883,0.07385281],"genre_scores_gemma":[0.99293023,0.00019970215,0.0001842369,0.0011047758,0.001267101,0.00002862527,0.00039007008,0.000039015547,0.0038562135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99856156,0.000106597465,0.00047860548,0.0003603699,0.00021905637,0.0002737877],"domain_scores_gemma":[0.99881274,0.000069772635,0.00035081798,0.00019093626,0.0005588943,0.000016869144],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00063136953,0.00027715662,0.00019930108,0.00018654237,0.00044936372,0.00066227384,0.00015335692,0.00033630457,0.000731269],"category_scores_gemma":[0.00035475582,0.0003098033,0.00008477798,0.00059655,0.00015670851,0.004181668,0.00007453923,0.00038033072,0.0007770322],"study_design_candidate":"theoretical_or_conceptual","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":[0.000038197843,0.00043852298,0.0059047975,0.00021957836,0.000057152312,0.000024331728,0.0043216767,0.0007435907,0.002491857,0.9461512,0.010787205,0.028821874],"study_design_scores_gemma":[0.005289231,0.00016028967,0.588785,0.0023426914,0.00041172933,0.00019921313,0.011431613,0.11310541,0.0010607969,0.042459343,0.23272413,0.0020305633],"about_ca_topic_score_codex":0.0030826835,"about_ca_topic_score_gemma":0.0015697394,"teacher_disagreement_score":0.9036919,"about_ca_system_score_codex":0.0001111172,"about_ca_system_score_gemma":0.000031509404,"threshold_uncertainty_score":0.9999354},"labels":[],"label_agreement":null},{"id":"W2133427947","doi":"10.7202/600946ar","title":"Les limites du discours économique sur la publicité","year":2009,"lang":"en","type":"article","venue":"L Actualité économique","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Consumption (sociology); Diseconomies of scale; Economics; Advertising; Perspective (graphical); State (computer science); Relation (database); Point (geometry); Power (physics); Positive economics; Microeconomics; Business; Sociology; Social science","score_opus":0.04338229468303368,"score_gpt":0.22867568499616212,"score_spread":0.18529339031312844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2133427947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8727421,0.000033000826,0.00054176734,0.024189956,0.00023445861,0.00023224369,0.0000037239697,0.00031896136,0.10170377],"genre_scores_gemma":[0.9888242,0.0000293841,0.0001602123,0.00844713,0.0017109368,0.00003069125,0.00010592962,0.000035005014,0.0006565118],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99869955,0.00002325504,0.00047403658,0.0003977769,0.000046440142,0.00035896743],"domain_scores_gemma":[0.9989558,0.00014755,0.00032480308,0.0003208931,0.00022985293,0.00002110836],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00048490686,0.00031114486,0.00031978302,0.00030596313,0.00020919007,0.00094862445,0.00035129557,0.00024413526,0.00044198896],"category_scores_gemma":[0.00028670393,0.0002916995,0.00011262471,0.000394635,0.00007687527,0.003920418,0.000072298455,0.00024061563,0.00018131272],"study_design_candidate":"theoretical_or_conceptual","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":[0.000045836634,0.00013924896,0.011529747,0.000041633186,0.00002308098,0.0000058837345,0.000038057187,0.00011861243,0.00046384742,0.9484941,0.0038646327,0.035235316],"study_design_scores_gemma":[0.0012930115,0.000042351996,0.28951874,0.00010283802,0.000055387154,0.000015952573,0.0002144936,0.0037712958,0.0009121543,0.15709826,0.5459311,0.0010444031],"about_ca_topic_score_codex":0.0016921042,"about_ca_topic_score_gemma":0.00028175543,"teacher_disagreement_score":0.79139584,"about_ca_system_score_codex":0.00005517286,"about_ca_system_score_gemma":0.000059716367,"threshold_uncertainty_score":0.9999535},"labels":[],"label_agreement":null},{"id":"W2134221105","doi":"10.3917/docsi.481.0024","title":"Fondements et enjeux","year":2011,"lang":"fr","type":"article","venue":"Documentaliste-Sciences de l Information","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.09274516603900476,"score_gpt":0.30947000318827844,"score_spread":0.21672483714927368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2134221105","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.084902704,0.0011546564,0.012178951,0.00929046,0.005072484,0.00072733464,0.000025029412,0.00021801157,0.8864304],"genre_scores_gemma":[0.9775987,0.00014598004,0.003581994,0.017097792,0.0002625197,0.000037415663,0.00027252766,0.000012476804,0.0009905639],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99811333,0.000031322226,0.00066381786,0.00019842523,0.00047015486,0.00052297115],"domain_scores_gemma":[0.9988283,0.000015930786,0.00061635236,0.00018095883,0.0003341109,0.000024345323],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0015022447,0.00025091114,0.00016227485,0.00042107143,0.00056345336,0.0014419722,0.00043390554,0.00016028988,0.004126498],"category_scores_gemma":[0.00010245776,0.00025650384,0.000073073155,0.0013723761,0.0003841858,0.039914567,0.00018918376,0.00017939681,0.0020126842],"study_design_candidate":"theoretical_or_conceptual","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":[0.000031900676,0.00011767809,0.015811063,0.00056118297,0.000022471197,0.0000025827187,0.001514309,0.00015468495,0.000056109457,0.95409447,0.014335118,0.013298407],"study_design_scores_gemma":[0.001624201,0.00015083779,0.063168086,0.00069579616,0.00012907303,0.000037049333,0.007048175,0.018884454,0.0009107934,0.07525216,0.8310409,0.001058447],"about_ca_topic_score_codex":0.004357261,"about_ca_topic_score_gemma":0.000090009795,"teacher_disagreement_score":0.892696,"about_ca_system_score_codex":0.00014816105,"about_ca_system_score_gemma":0.00014153722,"threshold_uncertainty_score":0.99998873},"labels":[],"label_agreement":null},{"id":"W2135036501","doi":"10.7202/1012498ar","title":"Cohérence et cohésion de l’équipe de direction dans la PME","year":2010,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"Université de Montréal; HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.013173236952389786,"score_gpt":0.2430292377021637,"score_spread":0.22985600074977391,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135036501","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8349912,0.0002194095,0.020245628,0.10717391,0.0019180255,0.00030572375,0.000037298538,0.00023837625,0.0348704],"genre_scores_gemma":[0.92767954,0.006527518,0.010630892,0.0036347623,0.002261476,0.0001339379,0.00048146216,0.000101732774,0.048548687],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9978429,0.00029277842,0.00061405473,0.00060039706,0.00019588963,0.00045398338],"domain_scores_gemma":[0.99582946,0.0025136536,0.0006489244,0.00037168013,0.00056626205,0.00007001236],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027888361,0.00037311256,0.00028785222,0.0004926724,0.00017735364,0.0010610694,0.00039356557,0.0005581495,0.0010992204],"category_scores_gemma":[0.0047072778,0.00046503363,0.00015842401,0.00045651483,0.00024225087,0.002814853,0.00020362121,0.0012311692,0.00048531665],"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":[0.00018924823,0.0007658904,0.26625437,0.0004908756,0.00011828918,0.00009229453,0.00051029713,0.028945524,0.016470725,0.62014997,0.015237706,0.05077481],"study_design_scores_gemma":[0.0011127193,0.000019988856,0.45075375,0.0010503267,0.00011230618,0.00035729507,0.00009874094,0.079558685,0.00071652816,0.029759496,0.43589613,0.00056403736],"about_ca_topic_score_codex":0.0019528024,"about_ca_topic_score_gemma":0.0011333871,"teacher_disagreement_score":0.5903905,"about_ca_system_score_codex":0.0004899953,"about_ca_system_score_gemma":0.00037527914,"threshold_uncertainty_score":0.9999759},"labels":[],"label_agreement":null},{"id":"W2135868505","doi":"10.7202/1007984ar","title":"Difficultés de gestion et besoins de formation des dirigeants des TPE en démarrage","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.03266009355030623,"score_gpt":0.2572399551905556,"score_spread":0.22457986164024935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2135868505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8932946,0.0016406656,0.04859637,0.048542127,0.0008199144,0.00037960836,0.000044049168,0.00021051797,0.006472152],"genre_scores_gemma":[0.9459181,0.016042238,0.013781858,0.0018804815,0.0026337611,0.00013016062,0.00074023975,0.00009144785,0.018781748],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99746555,0.00047426464,0.0007319901,0.00041336715,0.00020181332,0.0007130411],"domain_scores_gemma":[0.9962167,0.002166488,0.00063946104,0.00029858798,0.00057785364,0.000100908095],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032821663,0.0004252212,0.0003096273,0.00049094175,0.0002631352,0.0008734367,0.00032825864,0.00050761574,0.0009288957],"category_scores_gemma":[0.005512736,0.00050478976,0.00017469628,0.00040861455,0.00022687732,0.00801923,0.0002018938,0.00076765986,0.0005842635],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022929294,0.0015195918,0.5222259,0.001968884,0.00021035565,0.000044264136,0.0036654985,0.051517338,0.0034895637,0.22947037,0.012718305,0.17294058],"study_design_scores_gemma":[0.0011581744,0.000022260396,0.81505007,0.002172452,0.00016774614,0.00021069503,0.00028604735,0.051030543,0.0005428819,0.02056075,0.10819458,0.00060379633],"about_ca_topic_score_codex":0.0011229152,"about_ca_topic_score_gemma":0.0005330394,"teacher_disagreement_score":0.29282412,"about_ca_system_score_codex":0.0016048533,"about_ca_system_score_gemma":0.0001741524,"threshold_uncertainty_score":0.9999844},"labels":[],"label_agreement":null},{"id":"W2136127155","doi":"10.7202/1008429ar","title":"La stratégie technologique dans les PME quelques particularités et caractéristiques","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.024166001709567234,"score_gpt":0.26397034884556386,"score_spread":0.23980434713599663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136127155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79087466,0.00253355,0.018934203,0.15844826,0.00090974726,0.00041146667,0.000053789463,0.00044040085,0.02739395],"genre_scores_gemma":[0.9645619,0.011285996,0.0077673113,0.0017729733,0.0012888627,0.00015765867,0.0004257165,0.000079637204,0.012659976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99759316,0.0004449158,0.0007370699,0.00051987846,0.00018885486,0.0005161314],"domain_scores_gemma":[0.9959764,0.0023571425,0.00067950285,0.0003851664,0.0005420516,0.000059718623],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002598293,0.0004452137,0.00036176684,0.00040997416,0.00014066737,0.0009157156,0.00038387018,0.0007764919,0.0007567061],"category_scores_gemma":[0.004296504,0.0005157109,0.00018133946,0.00034555607,0.00029035346,0.004175501,0.00025417033,0.0011782497,0.00037534934],"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":[0.00004712654,0.00060306716,0.33734593,0.0003811087,0.00012214693,0.00005812887,0.0002799782,0.0033106452,0.0007012074,0.616184,0.0027315784,0.038235124],"study_design_scores_gemma":[0.0007811329,0.000026861577,0.55670685,0.0015152745,0.0001788213,0.00024338704,0.00047980857,0.008265128,0.0011735649,0.02630009,0.4035417,0.0007873527],"about_ca_topic_score_codex":0.0020147348,"about_ca_topic_score_gemma":0.00066856743,"teacher_disagreement_score":0.58988386,"about_ca_system_score_codex":0.00049626187,"about_ca_system_score_gemma":0.00018914598,"threshold_uncertainty_score":0.99972945},"labels":[],"label_agreement":null},{"id":"W2136217148","doi":"10.1007/978-94-6209-170-2_14","title":"Shifting Boundaries in Environments and Organizations","year":2013,"lang":"en","type":"book-chapter","venue":"SensePublishers eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"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":"","keywords":"Stateless protocol; Boundary (topology); Deterritorialization; Line (geometry); State (computer science); Empire; Geology; Geography; Geometry; Political science; Computer science; Archaeology; Law; Mathematics","score_opus":0.012838009493443478,"score_gpt":0.17907745665140315,"score_spread":0.16623944715795969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136217148","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0034234438,0.00006102113,0.000055174223,0.0006346857,0.00047399526,0.0003327402,0.0000030441936,0.00009481907,0.9949211],"genre_scores_gemma":[0.20678502,0.0000090624335,0.00022389379,0.0032256404,0.0012720426,0.000019562716,0.00044807396,0.00020722329,0.7878095],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986909,0.0000034858897,0.00040964794,0.00040324096,0.00023164137,0.00026111008],"domain_scores_gemma":[0.99925345,0.000017265515,0.00033107313,0.0002346823,0.00015107267,0.000012454613],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016560526,0.00033485147,0.00028258684,0.00051476154,0.0003199713,0.0026532023,0.00014029005,0.00035697196,0.0010721034],"category_scores_gemma":[0.000076205484,0.00034960904,0.000029531464,0.00010347283,0.00031860964,0.0016366121,0.00017861034,0.00038530072,0.0002836574],"study_design_candidate":"theoretical_or_conceptual","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":[0.000007975889,0.000010319643,0.0006478139,0.00014135877,0.00003848019,0.000016114114,0.00011396326,0.000005078882,0.00008038052,0.9740211,0.015258736,0.009658698],"study_design_scores_gemma":[0.0003321014,0.0000040874374,0.0017341068,0.00013231154,0.00004264819,0.000003292958,0.000078095334,0.00014097172,0.0000061542396,0.055875596,0.9411886,0.00046206475],"about_ca_topic_score_codex":0.0003847434,"about_ca_topic_score_gemma":0.00018276632,"teacher_disagreement_score":0.92592984,"about_ca_system_score_codex":0.000052437263,"about_ca_system_score_gemma":0.00006755279,"threshold_uncertainty_score":0.9998956},"labels":[],"label_agreement":null},{"id":"W2136249118","doi":"","title":"The State of Network Organization: A Survey in Three Frameworks","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":47,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Core (optical fiber); State (computer science); Epistemology; Sociology; Knowledge management; Network science; Management science; Data science; Social science; Computer science; Complex network; Engineering; World Wide Web; Philosophy","score_opus":0.010240694826789676,"score_gpt":0.2129092293139785,"score_spread":0.2026685344871888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136249118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.954441,0.001357248,0.03831133,0.0041837865,0.0004235951,0.0001562417,3.1904457e-7,0.000032441563,0.0010940345],"genre_scores_gemma":[0.99837947,0.0004916828,0.000017552456,0.0004459952,0.000577156,5.559114e-7,0.000009499536,0.000010808911,0.00006727567],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99851465,0.00001929458,0.0003329916,0.0000905505,0.00016252231,0.0008800182],"domain_scores_gemma":[0.9990957,0.000040621006,0.00030764434,0.00010967204,0.00044265774,0.0000037340353],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025431097,0.00009396076,0.000117311116,0.00008923725,0.00024640237,0.00017485637,0.00023506246,0.000075877906,0.000017583383],"category_scores_gemma":[0.0001959451,0.00006797298,0.00002183058,0.0018873231,0.000028005537,0.0005916979,0.00002048815,0.0012815463,0.00001136871],"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":[0.000099615805,0.000052132153,0.20548922,0.0000053475483,0.000030214262,0.000001329542,0.000011762067,0.0052043097,0.000024939824,0.7209413,0.00032225635,0.06781755],"study_design_scores_gemma":[0.00019695505,0.000015302408,0.43075034,0.00001935327,0.0000047934136,0.0000050928734,0.000023539516,0.00054504524,0.0000025515828,0.5680755,0.00029602097,0.000065497894],"about_ca_topic_score_codex":0.0001960983,"about_ca_topic_score_gemma":0.007035145,"teacher_disagreement_score":0.22526112,"about_ca_system_score_codex":0.000087708715,"about_ca_system_score_gemma":0.0003168334,"threshold_uncertainty_score":0.5567752},"labels":[],"label_agreement":null},{"id":"W2136539925","doi":"10.7202/1014875ar","title":"La gestion de relations asymétriques au sein d’un réseau composite","year":2013,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.017458276531689944,"score_gpt":0.24253290572178962,"score_spread":0.22507462919009968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2136539925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6231528,0.00061204785,0.022434281,0.3216949,0.0008333761,0.0005412431,0.00003287271,0.0002623269,0.030436147],"genre_scores_gemma":[0.91652083,0.004127975,0.014551725,0.0027711855,0.0020193045,0.00025485363,0.0008364399,0.000105511725,0.058812145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9973936,0.00046049038,0.000830671,0.000612862,0.00020931185,0.0004930331],"domain_scores_gemma":[0.99421465,0.0036605173,0.00075699954,0.00038697672,0.00090158975,0.00007928747],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017896496,0.00042817328,0.000343612,0.0006046914,0.00025772353,0.0013733665,0.000377142,0.0006360917,0.0031000602],"category_scores_gemma":[0.0033264798,0.00053447287,0.00019623438,0.00048832136,0.00022160567,0.004434454,0.0002184142,0.0010272469,0.002644083],"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":[0.00009295334,0.000825922,0.2914289,0.0005315664,0.00025613297,0.000065979955,0.0006001539,0.056744117,0.001264701,0.46491835,0.020148696,0.16312253],"study_design_scores_gemma":[0.0011267855,0.00001886201,0.6322941,0.0014656769,0.0001467519,0.00015448047,0.00011497404,0.1164925,0.00016245678,0.055893403,0.19153675,0.00059322675],"about_ca_topic_score_codex":0.005956484,"about_ca_topic_score_gemma":0.00032581712,"teacher_disagreement_score":0.40902492,"about_ca_system_score_codex":0.0012618725,"about_ca_system_score_gemma":0.00033261604,"threshold_uncertainty_score":0.9997107},"labels":[],"label_agreement":null},{"id":"W2137447925","doi":"10.5555/2675983.2675936","title":"Simulation of Canadian nanotechnology innovation network","year":2013,"lang":"en","type":"article","venue":"Winter Simulation Conference","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Scopus; Context (archaeology); Field (mathematics); Data science; Knowledge management; Computer science; Nanotechnology; Work (physics); Engineering; Political science; Materials science","score_opus":0.045287580495321285,"score_gpt":0.2450352219555099,"score_spread":0.1997476414601886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2137447925","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77116895,0.000010865969,0.1948317,0.003809074,0.0007785451,0.00063569774,0.0000023999887,0.00019916656,0.028563583],"genre_scores_gemma":[0.997996,5.6087083e-7,0.00028359587,0.0010838384,0.0003814838,0.000014724293,0.000104204824,0.000012914242,0.00012269853],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99901843,0.0000068537465,0.0004419296,0.00018725281,0.00012753591,0.0002179755],"domain_scores_gemma":[0.997882,0.0000487181,0.00032369798,0.00019073163,0.0015475381,0.000007309512],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00015016504,0.00012665383,0.00014434663,0.0011721468,0.00011155798,0.00014273089,0.00015213848,0.00015651157,0.0015333852],"category_scores_gemma":[0.0002041448,0.00012821147,0.000022166056,0.002922239,0.000055086162,0.0016948548,0.00003762271,0.00010906838,0.00030547046],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000009342761,0.000013031779,0.011072711,0.000034268713,0.000009138986,2.71892e-7,0.000019760335,0.78604496,0.0005805973,0.19024676,0.0005632747,0.011405886],"study_design_scores_gemma":[0.00020906079,0.000007444557,0.039126292,0.000045707537,0.000008205736,1.11078215e-7,0.000030077617,0.91899747,0.000079694895,0.020114578,0.021233307,0.00014805465],"about_ca_topic_score_codex":0.016414655,"about_ca_topic_score_gemma":0.005066881,"teacher_disagreement_score":0.22682701,"about_ca_system_score_codex":0.000025512234,"about_ca_system_score_gemma":0.00005089126,"threshold_uncertainty_score":0.99937934},"labels":[],"label_agreement":null},{"id":"W2138409774","doi":"10.7202/1013150ar","title":"Emergence d’une fonction d’innovation en PME : le rôle de l’intrapreneur1","year":2012,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Sociology","score_opus":0.018565649677269175,"score_gpt":0.2412464627229618,"score_spread":0.22268081304569262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138409774","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1410878,0.0011955549,0.10114744,0.09431744,0.030115452,0.00080894306,0.000020661582,0.0003600471,0.63094664],"genre_scores_gemma":[0.96730787,0.00025296424,0.0015555196,0.0020572343,0.0052754525,0.00008338434,0.0005494331,0.000048390564,0.02286976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978381,0.000026903466,0.0006471165,0.00036206274,0.0005162954,0.0006095506],"domain_scores_gemma":[0.99872744,0.00002301033,0.00043174345,0.00024226935,0.00055453175,0.000021015454],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009986556,0.000306287,0.00017094502,0.00079620205,0.00029797226,0.00039175924,0.00044920272,0.00017721462,0.003983868],"category_scores_gemma":[0.0000736342,0.0003718631,0.00008524508,0.002020171,0.00008023831,0.0056939814,0.00028490755,0.00025559528,0.0011632643],"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":[0.000049375143,0.0005399296,0.041913994,0.00035957654,0.0002051785,0.000007954281,0.000078734905,0.00049337494,0.00065664196,0.81612027,0.08827706,0.051297925],"study_design_scores_gemma":[0.00079737214,0.000010583346,0.122406185,0.00017653774,0.0001239022,0.0000095001815,0.0011974939,0.0099120485,0.00031278408,0.010101872,0.85450906,0.00044266143],"about_ca_topic_score_codex":0.0007440663,"about_ca_topic_score_gemma":0.00003113793,"teacher_disagreement_score":0.8262201,"about_ca_system_score_codex":0.00015194586,"about_ca_system_score_gemma":0.00003316403,"threshold_uncertainty_score":0.99987334},"labels":[],"label_agreement":null},{"id":"W2138497065","doi":"10.7202/1008491ar","title":"Les effets autorenforçants de la coopération et des capacités d’innovation : une étude de PME françaises","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.02819983658169834,"score_gpt":0.27195876140421144,"score_spread":0.2437589248225131,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138497065","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9128409,0.0007703676,0.03869961,0.027958043,0.0008645649,0.00036070414,0.00004135385,0.00021504055,0.018249428],"genre_scores_gemma":[0.9719535,0.0030172397,0.00967239,0.00214666,0.0017128568,0.00012966519,0.0006705349,0.0000874061,0.010609735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99747866,0.0004050246,0.00083687657,0.0004535029,0.00022831786,0.00059764326],"domain_scores_gemma":[0.9951657,0.002706967,0.00083559577,0.00030221802,0.000923807,0.00006568152],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036593315,0.00043940512,0.0003389426,0.0006895643,0.00029107122,0.0009249616,0.00030879016,0.0005684701,0.00096469285],"category_scores_gemma":[0.005327602,0.0005362475,0.00013343322,0.000869764,0.00035304483,0.0048079975,0.00014360255,0.00077368756,0.00030370447],"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":[0.00011554186,0.0006187674,0.4565877,0.0006337074,0.00012933879,0.000016941909,0.00083871774,0.022053856,0.0017422128,0.4596469,0.0026239343,0.054992378],"study_design_scores_gemma":[0.0013790672,0.000019950972,0.8304868,0.0013765347,0.00013681782,0.00013287654,0.00012111221,0.02660543,0.00064880535,0.01603446,0.1225002,0.00055795704],"about_ca_topic_score_codex":0.0035219542,"about_ca_topic_score_gemma":0.0005484494,"teacher_disagreement_score":0.44361243,"about_ca_system_score_codex":0.00066161866,"about_ca_system_score_gemma":0.00025449245,"threshold_uncertainty_score":0.99994856},"labels":[],"label_agreement":null},{"id":"W2138724712","doi":"10.7202/038036ar","title":"L’approche néo-institutionnelle et ses implications pour le management des relations avec les stakeholders en phase start-up1","year":2009,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.04546970595675778,"score_gpt":0.2674622378126633,"score_spread":0.22199253185590553,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138724712","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28827035,0.0009365474,0.24351919,0.40833127,0.0004983958,0.0008199082,0.000110155204,0.00031430664,0.05719987],"genre_scores_gemma":[0.84550655,0.011137326,0.050187428,0.0036603876,0.0010629832,0.0002290706,0.0016815045,0.00008337109,0.08645135],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976548,0.00019591211,0.00082563004,0.00070637325,0.00018872539,0.00042855984],"domain_scores_gemma":[0.9969617,0.0011739346,0.00064227125,0.00046959825,0.0006867441,0.00006572612],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013001844,0.00042988965,0.00031495022,0.0006470873,0.0004685164,0.00090854056,0.00041433412,0.00030919616,0.0009156475],"category_scores_gemma":[0.0015225087,0.0005393458,0.00019738318,0.00060485234,0.0002416917,0.0036180997,0.00015370647,0.00061745336,0.00051924883],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000804587,0.0014619317,0.006273553,0.00026762162,0.00017191768,0.000029155448,0.00040488553,0.07003251,0.00034930842,0.79244936,0.018950433,0.10952885],"study_design_scores_gemma":[0.0041496363,0.000051059917,0.20147996,0.0015774857,0.00032134895,0.000108665714,0.00093610026,0.04135008,0.00013373824,0.24776106,0.50119936,0.00093149475],"about_ca_topic_score_codex":0.00057105336,"about_ca_topic_score_gemma":0.00024398198,"teacher_disagreement_score":0.5572362,"about_ca_system_score_codex":0.0006475589,"about_ca_system_score_gemma":0.00034471205,"threshold_uncertainty_score":0.9999977},"labels":[],"label_agreement":null},{"id":"W2138792223","doi":"10.1177/0001839214549042","title":"Imprint–environment Fit and Performance","year":2014,"lang":"en","type":"article","venue":"Administrative Science Quarterly","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":159,"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 Toronto","funders":"","keywords":"Imprinting (psychology); Psychology; Core (optical fiber); Resource (disambiguation); Social psychology; Business; Computer science","score_opus":0.029716603576351974,"score_gpt":0.24935710183751775,"score_spread":0.21964049826116577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2138792223","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9598731,0.0000042938013,0.0010221208,0.0009640658,0.00015491697,0.00010775969,4.1948874e-7,0.000042608932,0.037830733],"genre_scores_gemma":[0.99873763,0.0000010555357,0.00030245737,0.00059618603,0.00022691234,0.000011735721,0.0000027988663,0.000005747823,0.00011545065],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989907,0.0000042786687,0.00017572202,0.00032741018,0.00025358642,0.0002482902],"domain_scores_gemma":[0.99957126,0.000013393615,0.000125943,0.0001755852,0.000097471006,0.000016371278],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005208233,0.00012573511,0.000097981654,0.00013515534,0.00040942212,0.00039443147,0.00020461225,0.00003073493,0.00011674591],"category_scores_gemma":[0.000023216735,0.000108191096,0.000014060838,0.00047072582,0.00058378343,0.002622284,0.000021837795,0.00008501906,0.000239585],"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":[0.00006171953,0.00015641983,0.052731458,0.00013080437,0.000008745948,0.0000027726248,0.00045772147,0.000019100511,0.016611554,0.6428374,0.0002017116,0.28678063],"study_design_scores_gemma":[0.00048110678,0.00055245124,0.9517453,0.00003402724,0.00001550341,0.000008260751,0.0010957518,0.022464518,0.0012985315,0.0065772147,0.015277449,0.00044993265],"about_ca_topic_score_codex":0.000023526429,"about_ca_topic_score_gemma":0.000005725002,"teacher_disagreement_score":0.8990138,"about_ca_system_score_codex":0.00001517647,"about_ca_system_score_gemma":0.00003493968,"threshold_uncertainty_score":0.44119048},"labels":[],"label_agreement":null},{"id":"W2139864715","doi":"10.5539/ass.v11n6p279","title":"Cluster Model of Regional Tourist Business in Russia","year":2015,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Tourism; Business; Cluster (spacecraft); Economic geography; Politics; Service (business); Regional science; Marketing; Economy; Industrial organization; Geography; Political science; Economics; Computer science","score_opus":0.05219042936510462,"score_gpt":0.2656657033261212,"score_spread":0.2134752739610166,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2139864715","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22280207,0.000009213816,0.0030272843,0.012057966,0.00034806135,0.00015591146,0.0000011116504,0.000044951663,0.7615534],"genre_scores_gemma":[0.99826443,3.8645845e-7,0.0003102171,0.0008924669,0.00042090338,0.0000041850703,0.000005000598,0.0000054514107,0.00009695559],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99903876,0.0000034947302,0.00019416068,0.00017642273,0.0003840778,0.00020308325],"domain_scores_gemma":[0.99925184,0.0000031097766,0.00014969098,0.000081987855,0.00050452544,0.0000088216875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005941906,0.00007536509,0.00010804871,0.00023230995,0.00014706109,0.0001135233,0.00027803125,0.000051850155,0.000011757422],"category_scores_gemma":[0.000087930166,0.00007009546,0.000016741931,0.0028289913,0.00038663915,0.0020352127,0.00009038175,0.0000690255,0.000021611238],"study_design_candidate":"theoretical_or_conceptual","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":[0.00007498487,0.00013963546,0.009792067,0.000065579305,0.0000024296737,0.000002611255,0.00062224484,0.0004805423,0.0018121223,0.95341444,0.008302881,0.02529045],"study_design_scores_gemma":[0.0014797588,0.0000072076004,0.8272286,0.000073251955,0.000013480922,0.0000015588191,0.0017027988,0.034646127,0.00010658198,0.12670225,0.00756389,0.00047451665],"about_ca_topic_score_codex":0.00035735525,"about_ca_topic_score_gemma":0.00006469844,"teacher_disagreement_score":0.8267122,"about_ca_system_score_codex":0.00004771204,"about_ca_system_score_gemma":0.0002078912,"threshold_uncertainty_score":0.28584102},"labels":[],"label_agreement":null},{"id":"W2140250571","doi":"10.3917/riges.354.0010","title":"Réussir face à des géants : asymétrie, proximité, adaptabilité","year":2010,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.02518089770860804,"score_gpt":0.229414197853717,"score_spread":0.20423330014510896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2140250571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9226911,0.0017343819,0.0031965177,0.048279893,0.007037877,0.00061693834,0.000010298672,0.000289305,0.016143689],"genre_scores_gemma":[0.9869099,0.00007791076,0.0012167649,0.0004387117,0.0020710763,0.0000341744,0.00011096962,0.00004360586,0.009096861],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983415,0.000022940596,0.00042966966,0.00043015054,0.00027866164,0.0004970588],"domain_scores_gemma":[0.99852794,0.00004451098,0.00029124992,0.00034245953,0.00076909305,0.000024732146],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00070506573,0.00030153498,0.00021645395,0.00022124495,0.00045723398,0.0005024442,0.00021612477,0.00048548094,0.0014390985],"category_scores_gemma":[0.0006971573,0.00030902296,0.000070972856,0.0012442736,0.00032248092,0.003957967,0.00009652295,0.0006849511,0.0013506503],"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":[0.000115801195,0.0004998612,0.07562151,0.0014428771,0.000039447386,0.000014523312,0.00013913448,0.0003058973,0.012892333,0.4101897,0.0058504418,0.4928885],"study_design_scores_gemma":[0.0006417929,0.000027456237,0.5190377,0.0003843685,0.00010736194,0.00001542545,0.00015751038,0.008859474,0.0007556674,0.018693613,0.45080012,0.00051946193],"about_ca_topic_score_codex":0.0007373643,"about_ca_topic_score_gemma":0.00055532565,"teacher_disagreement_score":0.49236903,"about_ca_system_score_codex":0.000047165435,"about_ca_system_score_gemma":0.00007797304,"threshold_uncertainty_score":0.99993616},"labels":[],"label_agreement":null},{"id":"W2141353046","doi":"10.1177/016555150102700407","title":"Information architecture of business-to-consumer e-commerce websites. Part I: The online catalogue of selected video retailers","year":2001,"lang":"en","type":"article","venue":"Journal of Information Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Purchasing; Consumer information; Business; Advertising; E-commerce; Computer science; Marketing; World Wide Web","score_opus":0.018173246688428766,"score_gpt":0.23359889799438643,"score_spread":0.21542565130595767,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2141353046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97234774,0.000016161768,0.01820071,0.005157795,0.00048142805,0.0002165416,0.000013076164,0.000017166283,0.0035493998],"genre_scores_gemma":[0.9970771,0.000025769456,0.00064691005,0.002025277,0.00014184567,0.0000016233797,0.000069739246,0.0000030237543,0.000008730162],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9979087,0.000008357987,0.0011300393,0.000045074674,0.00073063036,0.00017717358],"domain_scores_gemma":[0.9918331,0.000042854314,0.0019843318,0.00018820708,0.0059346687,0.000016869899],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013703543,0.00011180908,0.00019646862,0.0011547904,0.00018612512,0.00021555762,0.0005461734,0.00004990799,0.000069370195],"category_scores_gemma":[0.0014559939,0.000073433934,0.00004274881,0.0071273465,0.00023902622,0.015923897,0.00007805405,0.00019429684,0.00004285528],"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":[0.0026726255,0.00068840006,0.22951064,0.0023379566,0.00023451181,0.0000048349307,0.0103019755,0.2096741,0.032431047,0.04646799,0.06912674,0.39654917],"study_design_scores_gemma":[0.0008201884,0.00004168939,0.78657204,0.0002766267,0.00004567677,0.00006701519,0.0014734023,0.00451295,0.001033466,0.00033372443,0.20461774,0.00020546904],"about_ca_topic_score_codex":0.00011979477,"about_ca_topic_score_gemma":0.000023088507,"teacher_disagreement_score":0.55706143,"about_ca_system_score_codex":0.000031675972,"about_ca_system_score_gemma":0.0002622301,"threshold_uncertainty_score":0.99783987},"labels":[],"label_agreement":null},{"id":"W2144755926","doi":"10.5539/ijms.v5n1p134","title":"Empirical Determinants of the Choice of Intermediaries by Selected Multinationals Operating in Nigeria’s Food/Drinks Market","year":2013,"lang":"en","type":"article","venue":"International Journal of Marketing Studies","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Multinational corporation; Intermediary; Business; Marketing; Order (exchange); Sample (material); Product (mathematics); Empirical research; Data collection; Descriptive statistics; Finance","score_opus":0.030520375446783855,"score_gpt":0.30762538305081033,"score_spread":0.27710500760402645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2144755926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99531317,0.00027666325,0.000029266494,0.002511083,0.0009041751,0.0001265185,0.000004141163,0.0000059248628,0.0008290788],"genre_scores_gemma":[0.9989268,0.00004614573,0.00021772106,0.00031001287,0.00038880692,0.000008546091,0.0000025678123,0.000010389667,0.000088970395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981044,0.00010044291,0.0010355795,0.00011330328,0.00051007845,0.0001362203],"domain_scores_gemma":[0.99377906,0.0008686447,0.001427557,0.00007443336,0.0038449627,0.0000053421245],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001609853,0.00013437019,0.00031288664,0.00028887257,0.00006800553,0.00008722822,0.0004574825,0.000057121433,0.000118745054],"category_scores_gemma":[0.010922379,0.00009391874,0.00007506442,0.00046946062,0.00019169925,0.00096389535,0.00022838412,0.00020172572,0.0000012996366],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009318555,0.00011397245,0.9808915,0.0001286219,0.0001737096,0.000001563869,0.00019511227,0.00004380545,0.002975658,0.000060958966,0.0119788125,0.0033430762],"study_design_scores_gemma":[0.00067621574,0.000018201321,0.99392295,0.00079254346,0.000015719823,0.000005715382,0.0009826256,0.0010966242,0.0013055361,0.0002941467,0.0007905676,0.000099150704],"about_ca_topic_score_codex":0.00006143703,"about_ca_topic_score_gemma":0.00011104352,"teacher_disagreement_score":0.013031431,"about_ca_system_score_codex":0.00004995736,"about_ca_system_score_gemma":0.000052426836,"threshold_uncertainty_score":0.99740905},"labels":[],"label_agreement":null},{"id":"W2145408711","doi":"10.7202/1030394ar","title":"Le rôle de la gouvernance des clusters dans les capacités dynamiques d’absorption des PME","year":2015,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Physics; Philosophy","score_opus":0.029704435227657314,"score_gpt":0.24913430173250892,"score_spread":0.2194298665048516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2145408711","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37460452,0.0007945134,0.13419038,0.005220184,0.002354044,0.00028138355,0.00001727926,0.0001903797,0.4823473],"genre_scores_gemma":[0.97228247,0.00038472566,0.005033267,0.00057886774,0.00086485053,0.00005446615,0.00020947923,0.000046458656,0.020545397],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832904,0.000056288693,0.00041355338,0.00036788103,0.00043445177,0.00039880484],"domain_scores_gemma":[0.9988374,0.000032492157,0.00031449046,0.00019028214,0.0005942629,0.00003105116],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00093546783,0.00028405528,0.00016696552,0.00034441456,0.0003456901,0.000865849,0.00049963576,0.00016989218,0.00023737118],"category_scores_gemma":[0.00011089241,0.00033265102,0.00008832855,0.0005231202,0.0006333936,0.003407752,0.00029534113,0.0002193831,0.00021333517],"study_design_candidate":"theoretical_or_conceptual","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":[0.00010713911,0.00040627585,0.12740554,0.00075527147,0.00024272736,0.000060450406,0.0005264535,0.005365685,0.00019315949,0.813208,0.016991897,0.034737416],"study_design_scores_gemma":[0.00235421,0.00003630786,0.27492458,0.0013085019,0.00018921192,0.00003106056,0.010230065,0.06577362,0.00017836223,0.08922621,0.55494577,0.00080209493],"about_ca_topic_score_codex":0.005721455,"about_ca_topic_score_gemma":0.001328274,"teacher_disagreement_score":0.7239818,"about_ca_system_score_codex":0.00066729,"about_ca_system_score_gemma":0.00007880175,"threshold_uncertainty_score":0.99991256},"labels":[],"label_agreement":null},{"id":"W2146098866","doi":"10.7202/1007976ar","title":"Mise en concurrence des fournisseurs ou partenariat ?","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Concurrence; Political science; Geography; Philosophy; Physics","score_opus":0.03406900719141517,"score_gpt":0.2668401755642121,"score_spread":0.2327711683727969,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2146098866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75760746,0.0048948033,0.009909796,0.20547391,0.0041462835,0.00047246678,0.000052826144,0.00022044784,0.017221991],"genre_scores_gemma":[0.8903592,0.01332356,0.008029945,0.0030938426,0.0055224034,0.00013789613,0.00049933075,0.000106519714,0.0789273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977825,0.0002481818,0.0006931722,0.00048228243,0.00019160962,0.0006022322],"domain_scores_gemma":[0.9955104,0.002763815,0.0006618403,0.0003428116,0.000631456,0.00008964886],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019961302,0.00040596543,0.00032875032,0.00037071778,0.00017352936,0.0008030104,0.00039044267,0.00035860116,0.0021746345],"category_scores_gemma":[0.0046922136,0.0004842881,0.00017844887,0.0003743014,0.00026159527,0.005270373,0.00021787199,0.0006691771,0.001804081],"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":[0.00010862855,0.00082244194,0.3774053,0.00073933136,0.00017877249,0.000039254475,0.00060831377,0.009681179,0.00032509657,0.44751385,0.016147263,0.14643058],"study_design_scores_gemma":[0.0012354968,0.000017516635,0.30183426,0.0014898223,0.00018138031,0.00016615404,0.00019459336,0.017874151,0.000115747855,0.0186556,0.6575665,0.00066880113],"about_ca_topic_score_codex":0.0005093551,"about_ca_topic_score_gemma":0.00007199551,"teacher_disagreement_score":0.64141923,"about_ca_system_score_codex":0.00044689854,"about_ca_system_score_gemma":0.00013839744,"threshold_uncertainty_score":0.99976087},"labels":[],"label_agreement":null},{"id":"W2147993042","doi":"10.7202/1008433ar","title":"La marque dans la marque: interorganisation et dynamique de réputation positive pour les entreprises innovantes en BtoB","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.0128648223133325,"score_gpt":0.24556626182130495,"score_spread":0.23270143950797245,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2147993042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7813528,0.00044288085,0.09537104,0.10319,0.00076502183,0.00047891014,0.00010340238,0.0002169088,0.01807905],"genre_scores_gemma":[0.9638064,0.0043413965,0.009140161,0.001986625,0.001437277,0.0001249952,0.0012097353,0.000120204226,0.017833201],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.996624,0.0011396614,0.0008780822,0.00061151653,0.00022288381,0.0005238486],"domain_scores_gemma":[0.99197817,0.005888963,0.00095644826,0.00032508545,0.00077930983,0.00007201466],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034700476,0.0005244777,0.0003836283,0.00066256605,0.00016030962,0.0009886062,0.00037415235,0.00066052016,0.001156158],"category_scores_gemma":[0.0056727813,0.00063919555,0.00018091536,0.00047648052,0.00023696195,0.0046423166,0.0002996344,0.0009861728,0.00045834424],"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":[0.00019877042,0.00096094044,0.4007515,0.00058764603,0.00026410894,0.00006908201,0.0023686446,0.012209996,0.004170383,0.5175565,0.0031812186,0.05768124],"study_design_scores_gemma":[0.0016050825,0.00002903079,0.860022,0.0023269819,0.00024477183,0.00050503004,0.0017188456,0.033693567,0.0012976788,0.027242903,0.070424154,0.00088997517],"about_ca_topic_score_codex":0.0018299994,"about_ca_topic_score_gemma":0.00036955555,"teacher_disagreement_score":0.4903136,"about_ca_system_score_codex":0.001278648,"about_ca_system_score_gemma":0.00033700297,"threshold_uncertainty_score":0.99975693},"labels":[],"label_agreement":null},{"id":"W2148703127","doi":"10.3968/j.css.1923669720050103.010","title":"Impacts of Globalisation on Hotel Companies’ Internal Operation Environment","year":2009,"lang":"en","type":"article","venue":"Canadian social science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Globalization; Hotel industry; Political science; Business; Humanities; Economy; Economics; Art; Tourism; Law","score_opus":0.018739062707719197,"score_gpt":0.23183200723020797,"score_spread":0.21309294452248878,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2148703127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83614105,0.000005759315,0.00021757884,0.002208978,0.0002307089,0.000112778405,0.00000374836,0.000015415671,0.161064],"genre_scores_gemma":[0.99669826,9.744e-7,0.000021504764,0.002913387,0.00033766337,8.127185e-7,0.000012791086,0.000002163482,0.000012425037],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993277,0.0000028406023,0.00012507272,0.00012938383,0.00022770463,0.0001872746],"domain_scores_gemma":[0.999732,0.000002133886,0.000093809715,0.0000616624,0.00009077077,0.000019576713],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024951843,0.000062267114,0.000064545646,0.00019267995,0.00031549143,0.00017124764,0.00016830284,0.00003355639,0.00010942951],"category_scores_gemma":[0.00003248418,0.000061757186,0.000015748295,0.00054319954,0.00014262457,0.0010250567,0.000009456895,0.000047390295,0.00005555957],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022508946,0.000047840647,0.020069176,0.000013463001,0.000003271034,0.0000028162983,0.00020436686,0.00018919019,0.0137783205,0.93256444,0.0020720935,0.031032544],"study_design_scores_gemma":[0.00024152435,0.00002811124,0.98429686,0.00002743869,0.000007008502,4.861146e-7,0.00035026573,0.0017506749,0.00081262126,0.0031737268,0.009134075,0.00017718415],"about_ca_topic_score_codex":0.014965249,"about_ca_topic_score_gemma":0.0026279215,"teacher_disagreement_score":0.96422774,"about_ca_system_score_codex":0.00023146361,"about_ca_system_score_gemma":0.00010391691,"threshold_uncertainty_score":0.9915942},"labels":[],"label_agreement":null},{"id":"W2149172103","doi":"10.7202/1024322ar","title":"Rôle déterminant des ressources immatérielles dans la création de valeur dans une PME agroalimentaire de terroir1","year":2014,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Terroir; Philosophy; Art","score_opus":0.01484425360991963,"score_gpt":0.2438985714962319,"score_spread":0.22905431788631225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149172103","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8708026,0.00032819292,0.054174803,0.05870599,0.0004456313,0.00026678035,0.000031437863,0.00016029633,0.015084295],"genre_scores_gemma":[0.94689554,0.0037682978,0.007166285,0.0013026672,0.001535013,0.00011616196,0.00051191373,0.000100624966,0.038603496],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974965,0.00043228976,0.000745713,0.0006118251,0.00020041926,0.00051329413],"domain_scores_gemma":[0.9964659,0.0019284157,0.00076020876,0.00039545348,0.00038142133,0.0000685627],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0022088087,0.00042236777,0.00033799317,0.00039020643,0.00032479022,0.0009795504,0.000467048,0.0003826406,0.00033158917],"category_scores_gemma":[0.002235041,0.0005011218,0.00017962675,0.00038772327,0.00043291043,0.0024219626,0.00018910001,0.0005174752,0.00026156308],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022974818,0.0008676778,0.59206957,0.0012016825,0.00022238877,0.00012169191,0.0041851844,0.072056,0.008579038,0.24332944,0.004468216,0.072669394],"study_design_scores_gemma":[0.0015630204,0.000043267642,0.6135585,0.0025398291,0.0002519527,0.00030656316,0.0012794137,0.15120444,0.0019469702,0.045851175,0.1806839,0.00077099336],"about_ca_topic_score_codex":0.003076569,"about_ca_topic_score_gemma":0.0008164499,"teacher_disagreement_score":0.19747825,"about_ca_system_score_codex":0.00068073533,"about_ca_system_score_gemma":0.00014078282,"threshold_uncertainty_score":0.99974406},"labels":[],"label_agreement":null},{"id":"W2149887989","doi":"10.1287/mnsc.1110.1484","title":"Network Progeny? Prefounding Social Ties and the Success of New Entrants","year":2012,"lang":"en","type":"article","venue":"Management Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":37,"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":"Georgia Institute of Technology","keywords":"Friendship; Business; Quality (philosophy); Interpersonal ties; Marketing; Distribution (mathematics); Social network (sociolinguistics); Wine; Industrial organization; Economics; Market economy; Social media; Sociology","score_opus":0.032680849607310186,"score_gpt":0.2487022486892428,"score_spread":0.2160213990819326,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2149887989","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88024104,0.00026362544,0.0028556245,0.002862231,0.0012092657,0.00069147255,2.581397e-7,0.00007750746,0.11179895],"genre_scores_gemma":[0.99794495,0.000008502036,0.00019133271,0.00058529025,0.00087272975,0.000010353677,0.0000014593141,0.000005138554,0.0003802644],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990047,0.0000059088184,0.00017606944,0.00014574571,0.00033157182,0.00033600742],"domain_scores_gemma":[0.9996373,0.000010166302,0.00017184092,0.00011017391,0.00006248786,0.000008037275],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014376115,0.000088102635,0.00010413226,0.00011966257,0.0005733554,0.00029166602,0.0003141416,0.000019157053,0.00003980162],"category_scores_gemma":[0.00002092257,0.00005951503,0.00001814062,0.0013783148,0.00042915271,0.0023896126,0.00025846373,0.000049364375,0.000014887059],"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":[0.00003372338,0.000020055177,0.055160377,0.00012457497,0.000010548359,2.43962e-7,0.00017106369,0.000037815185,0.00004053355,0.9342023,0.001206971,0.008991756],"study_design_scores_gemma":[0.0013934008,0.0000044045014,0.9363997,0.000075428376,0.000111388516,0.0000011308506,0.0007051505,0.0018276115,0.00010597173,0.032124367,0.026984185,0.0002672518],"about_ca_topic_score_codex":0.000106341875,"about_ca_topic_score_gemma":0.0000047408694,"teacher_disagreement_score":0.902078,"about_ca_system_score_codex":0.00001197187,"about_ca_system_score_gemma":0.000009355672,"threshold_uncertainty_score":0.44098443},"labels":[],"label_agreement":null},{"id":"W2152302845","doi":"10.7202/1005431ar","title":"Le capital social dans un réseau communautaire de PME : un rôle-clé pour l’émergence et l’institutionnalisation du réseau","year":2011,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.02712207853078342,"score_gpt":0.23173588914809823,"score_spread":0.20461381061731482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152302845","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3088956,0.00022325142,0.085610025,0.08576561,0.0071097543,0.0006302896,0.000048327438,0.0003013919,0.5114158],"genre_scores_gemma":[0.9904615,0.0001425952,0.0017714681,0.0029188495,0.001632308,0.00008097053,0.0006695235,0.00004952234,0.002273233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99769527,0.00006803664,0.0006532123,0.00048071356,0.00059681543,0.00050596084],"domain_scores_gemma":[0.99854076,0.000019616773,0.0004964905,0.00026654548,0.0006484035,0.000028196278],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00085035845,0.0003878236,0.00022725853,0.0004405947,0.0008970401,0.00047620593,0.00085413916,0.00020231603,0.0037822872],"category_scores_gemma":[0.00006152775,0.0004733977,0.00016909854,0.00081685215,0.00023105922,0.0036923615,0.0005242775,0.00034300343,0.00077602617],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000093520444,0.0009103114,0.05709643,0.0002555537,0.0004282304,0.00008234465,0.0011729925,0.00019077136,0.00016126118,0.9185529,0.009102966,0.011952749],"study_design_scores_gemma":[0.0025673308,0.00003062982,0.7506745,0.00032575408,0.00033694837,0.000026049305,0.0070207254,0.0130045675,0.00036054003,0.10669605,0.11796701,0.0009899307],"about_ca_topic_score_codex":0.006685745,"about_ca_topic_score_gemma":0.00076475344,"teacher_disagreement_score":0.8118568,"about_ca_system_score_codex":0.00035578516,"about_ca_system_score_gemma":0.00015217373,"threshold_uncertainty_score":0.99992883},"labels":[],"label_agreement":null},{"id":"W2152909500","doi":"10.1108/jfmm-11-2014-0079","title":"Evidence-based development of a strategy for Canadian apparel SMEs","year":2015,"lang":"en","type":"article","venue":"Journal of Fashion Marketing and Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"George Brown College","funders":"","keywords":"Clothing; Business; Liberalization; Government (linguistics); Supply chain; Industrial organization; Value (mathematics); Marketing; Textile industry; Competitive advantage; Commerce; Economics; Market economy","score_opus":0.09841075102505423,"score_gpt":0.27011905897936306,"score_spread":0.17170830795430883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2152909500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9676197,0.00046795167,0.014411324,0.003153592,0.00067594124,0.00055407337,0.00000108043,0.000024336603,0.013092002],"genre_scores_gemma":[0.9932673,0.000038541606,0.005933181,0.00042032,0.00022956094,0.000009423274,0.0000049274718,0.000010697033,0.000086080276],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9988884,0.000018673594,0.0005340245,0.00011582162,0.00025839004,0.00018471584],"domain_scores_gemma":[0.998537,0.00005966552,0.00058637664,0.000078540965,0.0007032078,0.000035185203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003215668,0.000117441625,0.00018731107,0.00054436893,0.00012621025,0.00013792173,0.00014023812,0.000045290893,0.00001557009],"category_scores_gemma":[0.00024108659,0.000100835045,0.00004406242,0.00032279038,0.000020427491,0.0006929942,0.000033490407,0.000068918845,0.0000021437613],"study_design_candidate":"design_other","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":[0.002733825,0.00034520667,0.061885122,0.008304102,0.0004684806,0.00006225355,0.00025321156,0.0044298,0.0007757681,0.053425025,0.043746013,0.8235712],"study_design_scores_gemma":[0.009269614,0.0003787328,0.5476708,0.008422508,0.0007140842,0.000019762067,0.012526255,0.020023052,0.00034891162,0.0023996695,0.39682892,0.001397704],"about_ca_topic_score_codex":0.00026390958,"about_ca_topic_score_gemma":0.0010722333,"teacher_disagreement_score":0.8221735,"about_ca_system_score_codex":0.00006294839,"about_ca_system_score_gemma":0.00020706045,"threshold_uncertainty_score":0.41119337},"labels":[],"label_agreement":null},{"id":"W2154316422","doi":"10.7202/1022224ar","title":"Les pôles de compétitivité : morphologies et performances","year":2014,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.031597145148319405,"score_gpt":0.26245684016551135,"score_spread":0.23085969501719195,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154316422","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06903299,0.00071015646,0.038904373,0.08363371,0.0052751456,0.00023975287,0.00001197044,0.00021534566,0.80197656],"genre_scores_gemma":[0.972525,0.00042410946,0.0030013202,0.005015627,0.0013784535,0.000036107736,0.00026020096,0.000027091839,0.017332105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986296,0.000026867589,0.00033657847,0.0003144724,0.00035299282,0.00033946076],"domain_scores_gemma":[0.99923605,0.00004760423,0.0002564451,0.00017923681,0.00027056402,0.000010130635],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008018565,0.00024264374,0.00016555958,0.00039035655,0.00022540985,0.0007551827,0.00048477374,0.00010605822,0.0020523483],"category_scores_gemma":[0.00006588827,0.00025451154,0.00007701586,0.00034635328,0.00014785606,0.002155114,0.00035357304,0.0002031888,0.0007043383],"study_design_candidate":"theoretical_or_conceptual","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":[0.000029872848,0.00015600375,0.05595278,0.00042855585,0.0001280852,0.000012837116,0.000024029076,0.0017680208,0.000026181146,0.8214822,0.03380132,0.08619011],"study_design_scores_gemma":[0.00047699097,0.000012024931,0.21657439,0.00026472803,0.00005812025,0.0000045874763,0.00030032342,0.03087663,0.000029680503,0.011369215,0.73977673,0.00025659404],"about_ca_topic_score_codex":0.0009322686,"about_ca_topic_score_gemma":0.0001410384,"teacher_disagreement_score":0.903492,"about_ca_system_score_codex":0.000092575676,"about_ca_system_score_gemma":0.000009996395,"threshold_uncertainty_score":0.9999907},"labels":[],"label_agreement":null},{"id":"W2154808378","doi":"10.3917/riges.391.0093","title":"Contribuer à l'émergence d'une intelligence collective entrepreneuriale dans un projet collaboratif interorganisationnel","year":2014,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Collective intelligence; Political science; Philosophy; Computer science; Artificial intelligence","score_opus":0.015360544789672116,"score_gpt":0.21960360800185375,"score_spread":0.20424306321218164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2154808378","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30853835,0.0014622791,0.5117336,0.14040536,0.016161252,0.0023239816,0.000058334153,0.00050288794,0.018813966],"genre_scores_gemma":[0.99087584,0.00009408622,0.0006855376,0.0007765648,0.0016676012,0.00006943241,0.00022540482,0.000039949726,0.00556556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979561,0.00012788954,0.0006366148,0.00055478065,0.00030971057,0.00041493058],"domain_scores_gemma":[0.9972773,0.00010781473,0.0005453771,0.0003167466,0.0017283245,0.00002444153],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008020359,0.00033656452,0.00030061047,0.00023367295,0.0005019062,0.000480897,0.00025569115,0.00030676622,0.0012008604],"category_scores_gemma":[0.0012729447,0.00036826514,0.00005725864,0.0036338428,0.00021599847,0.0021641732,0.00011191775,0.00028573608,0.0008923964],"study_design_candidate":"theoretical_or_conceptual","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":[0.00053798687,0.0009862115,0.0873228,0.0010000432,0.00018881692,0.00001642061,0.0030821608,0.00655158,0.021028709,0.72608113,0.020026945,0.1331772],"study_design_scores_gemma":[0.003072037,0.00038875843,0.35741407,0.0020446016,0.0008203091,0.000033181506,0.00377394,0.11911574,0.05262782,0.15162303,0.30658212,0.00250442],"about_ca_topic_score_codex":0.0014250701,"about_ca_topic_score_gemma":0.0005745694,"teacher_disagreement_score":0.6823375,"about_ca_system_score_codex":0.00022261907,"about_ca_system_score_gemma":0.00014488123,"threshold_uncertainty_score":0.9998855},"labels":[],"label_agreement":null},{"id":"W2156239615","doi":"10.7202/050006ar","title":"L'approche systémique en relations industrielles","year":2005,"lang":"fr","type":"article","venue":"Relations industrielles","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geology","score_opus":0.027483919947842883,"score_gpt":0.23101536401804015,"score_spread":0.20353144407019727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2156239615","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.116312176,0.024053406,0.023562772,0.35989502,0.004609079,0.0021505954,0.00010675204,0.0009531563,0.46835706],"genre_scores_gemma":[0.8298366,0.00034215962,0.0019622752,0.0009781951,0.0062874104,0.000086947,0.00055689504,0.00010269667,0.15984684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968727,0.00010826174,0.0011856192,0.00065441325,0.00045574372,0.00072322774],"domain_scores_gemma":[0.99741536,0.000357037,0.00070047844,0.00058243173,0.0008863935,0.000058296824],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008845694,0.0005704765,0.00042531398,0.000864054,0.0011566073,0.00066655886,0.00044991044,0.0021113362,0.0062535657],"category_scores_gemma":[0.0010957326,0.0006419457,0.00017019494,0.0040187156,0.00032787066,0.00521268,0.00021322424,0.002120871,0.0075830407],"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":[0.000026331189,0.00044578235,0.017115112,0.00004167764,0.00017374558,0.000009960876,0.00037317595,0.01817102,0.0000756867,0.55531925,0.32390335,0.084344916],"study_design_scores_gemma":[0.00078121986,0.000016370988,0.006646556,0.0005774952,0.00031482728,0.000019313411,0.0016843758,0.012691336,0.00013115822,0.0028550716,0.97358197,0.0007003245],"about_ca_topic_score_codex":0.00045342563,"about_ca_topic_score_gemma":0.00009915685,"teacher_disagreement_score":0.7135244,"about_ca_system_score_codex":0.000368091,"about_ca_system_score_gemma":0.0005969507,"threshold_uncertainty_score":0.9996032},"labels":[],"label_agreement":null},{"id":"W2157272513","doi":"10.1287/orsc.1120.0811","title":"The Persistent Effect of Geographic Distance in Acquisition Target Selection","year":2013,"lang":"en","type":"article","venue":"Organization Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":199,"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 Toronto; McGill University","funders":"","keywords":"Dimension (graph theory); Geographical distance; Selection (genetic algorithm); Economic geography; Marketing; Industrial organization; Knowledge management; Business; Computer science; Data science; Economics; Artificial intelligence; Sociology","score_opus":0.004479683561730691,"score_gpt":0.19187582022355523,"score_spread":0.18739613666182453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157272513","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99461704,0.000016403548,0.0029000067,0.0007269594,0.00019169216,0.00021372252,1.2740408e-7,0.0000330617,0.0013009874],"genre_scores_gemma":[0.9997199,0.000004246271,0.00004204787,0.00011766031,0.00006579152,0.000008543047,0.000008399705,0.0000054808847,0.000027927279],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930555,0.000007683663,0.00016529059,0.0001463791,0.0002391686,0.00013591035],"domain_scores_gemma":[0.9989939,0.000016345522,0.00014915522,0.00009086206,0.00074586144,0.0000039101583],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000575095,0.000061852865,0.00006242599,0.00021679648,0.0003765138,0.00029192487,0.000176438,0.000024429675,0.00013856291],"category_scores_gemma":[0.00022762305,0.000043018656,0.000013000407,0.0055343267,0.00017241637,0.0021830976,0.000034935976,0.000044116765,0.000055870078],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006682616,0.000017965214,0.9377892,0.000036563542,0.0000017599806,5.133053e-8,0.000018672203,0.00067851745,0.0329179,0.027144143,0.000111302834,0.0012772392],"study_design_scores_gemma":[0.00019866269,0.000014159007,0.9702358,0.000021588643,0.000005499695,6.333269e-7,0.0000645928,0.020559674,0.0073926933,0.0009007654,0.00051893777,0.00008698645],"about_ca_topic_score_codex":0.00015310082,"about_ca_topic_score_gemma":0.000012429751,"teacher_disagreement_score":0.0324466,"about_ca_system_score_codex":0.000028611174,"about_ca_system_score_gemma":0.000021487205,"threshold_uncertainty_score":0.2895878},"labels":[],"label_agreement":null},{"id":"W2157556735","doi":"10.7202/1005776ar","title":"Analyse de réseaux de pouvoir au sein d’une organisation sociale","year":2011,"lang":"fr","type":"article","venue":"Nouvelles perspectives en sciences sociales","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Political science; Philosophy","score_opus":0.07402051329690941,"score_gpt":0.308475570124178,"score_spread":0.23445505682726858,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2157556735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8864156,0.002160353,0.005760831,0.015949255,0.0010884671,0.0003074705,0.000012961578,0.00017468378,0.08813039],"genre_scores_gemma":[0.9892816,0.00027336215,0.004693353,0.00076897454,0.0030505985,0.0000145498525,0.000014222975,0.000037390913,0.0018659261],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99732095,0.00018832504,0.00046090636,0.00064319186,0.0004887401,0.0008978885],"domain_scores_gemma":[0.99842197,0.0001559253,0.00052310165,0.00017797115,0.0006799367,0.000041106618],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0023856494,0.00036343813,0.000361807,0.00045319798,0.0019862927,0.00057993206,0.00060828624,0.00038494088,0.0016198567],"category_scores_gemma":[0.00065014424,0.00038522566,0.00017623053,0.0031150624,0.0029619713,0.0031256552,0.00016949323,0.00032587227,0.0002958047],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044972312,0.0005386823,0.10413212,0.0001879035,0.00012081363,0.00001432813,0.12043592,0.00008978063,0.002176793,0.7662124,0.0024720198,0.0035742705],"study_design_scores_gemma":[0.0005259244,0.0000640373,0.24366003,0.00013084606,0.0002501747,0.000007810962,0.61706984,0.0023321449,0.0008514964,0.13109374,0.0032677266,0.0007462505],"about_ca_topic_score_codex":0.03213926,"about_ca_topic_score_gemma":0.00565926,"teacher_disagreement_score":0.63511866,"about_ca_system_score_codex":0.0016713266,"about_ca_system_score_gemma":0.0041726097,"threshold_uncertainty_score":0.99986},"labels":[],"label_agreement":null},{"id":"W2158675999","doi":"10.7202/1008450ar","title":"Stratégies de croissance externe des moyennes entreprises patrimoniales sous-traitantes","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.024032400307136517,"score_gpt":0.25405894484862956,"score_spread":0.23002654454149304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158675999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88816935,0.011076427,0.009885508,0.08453772,0.001354306,0.00038063663,0.000076481345,0.00027389024,0.0042456654],"genre_scores_gemma":[0.9167341,0.023900595,0.017061228,0.0015069915,0.0039444296,0.0001259342,0.00025493323,0.00011672961,0.03635504],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99710476,0.00026220834,0.00088516733,0.0006400767,0.00023576277,0.00087199337],"domain_scores_gemma":[0.9948909,0.003071088,0.00083673943,0.00043116044,0.00066528266,0.00010481209],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018127918,0.0005678676,0.000451219,0.00048381573,0.00026088787,0.001287505,0.000492094,0.000427574,0.0017393254],"category_scores_gemma":[0.0046228985,0.00068025274,0.00026178287,0.00044079142,0.0005095398,0.0060652494,0.00026510455,0.0006596789,0.00070018077],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015884826,0.00097019237,0.697659,0.0010320233,0.00020648394,0.00005318368,0.0008519364,0.012091607,0.001978557,0.20211884,0.007867617,0.07501166],"study_design_scores_gemma":[0.0013496431,0.00002967636,0.7361168,0.0023672506,0.00025790438,0.0002702069,0.0005771078,0.009164215,0.0010512894,0.048988644,0.19877794,0.0010492858],"about_ca_topic_score_codex":0.0016012285,"about_ca_topic_score_gemma":0.00037605723,"teacher_disagreement_score":0.19091034,"about_ca_system_score_codex":0.0006054719,"about_ca_system_score_gemma":0.00025052956,"threshold_uncertainty_score":0.99974924},"labels":[],"label_agreement":null},{"id":"W2158765707","doi":"10.7202/008761ar","title":"Vers un cadre théorique de l’entreprise réseau","year":2004,"lang":"fr","type":"article","venue":"Revue de l’Université de Moncton","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.00836630773766507,"score_gpt":0.1827787325915079,"score_spread":0.17441242485384284,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2158765707","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8079699,0.0031513907,0.0050651818,0.07848072,0.0010796902,0.00039671423,0.000017438675,0.0002468511,0.103592105],"genre_scores_gemma":[0.9788448,0.0017321134,0.00081864465,0.0016644355,0.0013649458,0.0000049504133,0.00011127039,0.0000621707,0.015396625],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983159,0.000033034048,0.00027111403,0.00043236653,0.00017158558,0.0007760561],"domain_scores_gemma":[0.99896747,0.00003340428,0.00029527134,0.00035445864,0.0002839461,0.00006544881],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003319817,0.0003278154,0.0002799957,0.00029352246,0.00050424616,0.00019215759,0.0003712025,0.00045621215,0.0017922994],"category_scores_gemma":[0.00007961354,0.00042908962,0.00016639654,0.001120024,0.000109680805,0.0014921438,0.00023047459,0.00043233493,0.00056489644],"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":[0.0006866349,0.00069663447,0.16454746,0.0028588057,0.0003825661,0.0037716362,0.0027257388,0.032972574,0.0088207945,0.72591794,0.030062478,0.026556725],"study_design_scores_gemma":[0.0043854504,0.000059804108,0.20574193,0.0012458519,0.00071604457,0.00025885584,0.0015510975,0.0058129565,0.0054966453,0.022995442,0.75051343,0.0012225091],"about_ca_topic_score_codex":0.005330539,"about_ca_topic_score_gemma":0.00043310106,"teacher_disagreement_score":0.72045094,"about_ca_system_score_codex":0.00259211,"about_ca_system_score_gemma":0.00024855745,"threshold_uncertainty_score":0.9998161},"labels":[],"label_agreement":null},{"id":"W2159362012","doi":"10.7202/1008232ar","title":"Profils stratégiques des firmes de services aux entreprises","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.024649698995867438,"score_gpt":0.26409764106036954,"score_spread":0.2394479420645021,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159362012","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8892694,0.0045792377,0.003790453,0.089600764,0.001129132,0.00041089306,0.00004632852,0.00024944387,0.010924358],"genre_scores_gemma":[0.90585345,0.016591098,0.017917898,0.0040708045,0.004474699,0.00017832631,0.00055076263,0.00011357844,0.05024938],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975736,0.00025165608,0.0007285365,0.00052250194,0.00020216798,0.000721551],"domain_scores_gemma":[0.9961199,0.0019505213,0.0007054935,0.00037132448,0.0007569078,0.0000958378],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0019276834,0.0004523864,0.000350359,0.000419253,0.00020243194,0.001218748,0.0004301675,0.00041673885,0.0026113437],"category_scores_gemma":[0.0021869482,0.0005358152,0.00018931217,0.0003697946,0.00025910276,0.0064765736,0.00024672612,0.0005899552,0.00090419664],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000104649276,0.0008247794,0.6559896,0.0016736621,0.00018757729,0.000035686775,0.0008694874,0.0045695687,0.00042555333,0.25663066,0.0044396897,0.07424913],"study_design_scores_gemma":[0.0008943444,0.000020726979,0.6700648,0.0022147072,0.00019240484,0.00016395106,0.0004948339,0.011759791,0.0006843842,0.03981502,0.2730062,0.00068881956],"about_ca_topic_score_codex":0.0015695925,"about_ca_topic_score_gemma":0.00029239702,"teacher_disagreement_score":0.26856652,"about_ca_system_score_codex":0.0005418001,"about_ca_system_score_gemma":0.00024782555,"threshold_uncertainty_score":0.9998737},"labels":[],"label_agreement":null},{"id":"W2159783998","doi":"10.7202/1028045ar","title":"Entrepreneuriat coopétitif : comment intégrer la concurrence dans un contexte coopératif ?","year":2015,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.024832857255378215,"score_gpt":0.25105829794977336,"score_spread":0.22622544069439515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2159783998","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59843206,0.0024387185,0.029041722,0.32782397,0.00468947,0.00093989953,0.00018545896,0.00035869924,0.036090024],"genre_scores_gemma":[0.89010906,0.008732679,0.0041087917,0.011698779,0.0026041023,0.00024981354,0.0014393264,0.00014954805,0.080907926],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969408,0.00048841874,0.0009799399,0.0008007927,0.0003096627,0.00048038477],"domain_scores_gemma":[0.9941387,0.0029916223,0.0009513204,0.00049935904,0.0012984257,0.00012054853],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0023036117,0.0004979478,0.0004773581,0.00030064324,0.00016478181,0.0016478439,0.0005557988,0.00041210183,0.0018579041],"category_scores_gemma":[0.0050876974,0.0006388845,0.00018086775,0.00045965912,0.00041193212,0.002820439,0.0004138986,0.00081687595,0.0012197115],"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":[0.0002725356,0.0013431151,0.17939328,0.00051551685,0.00033612477,0.00029944727,0.00093234837,0.028913116,0.00022757814,0.57675713,0.08391677,0.12709303],"study_design_scores_gemma":[0.003374449,0.000040825333,0.07301137,0.0016618187,0.00019345472,0.00025264596,0.00028776837,0.038579207,0.00019215379,0.02215114,0.85943353,0.00082165684],"about_ca_topic_score_codex":0.0021081092,"about_ca_topic_score_gemma":0.0004098326,"teacher_disagreement_score":0.77551675,"about_ca_system_score_codex":0.00053964753,"about_ca_system_score_gemma":0.000361627,"threshold_uncertainty_score":0.99960625},"labels":[],"label_agreement":null},{"id":"W2160245309","doi":"10.1287/isre.1100.0296","title":"Information Technology, Network Structure, and Competitive Action","year":2010,"lang":"en","type":"article","venue":"Information Systems Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":149,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Industrial organization; Competitive advantage; Network structure; Business; Action (physics); Knowledge management; Marketing; Computer science","score_opus":0.037823689926810664,"score_gpt":0.30243245418968123,"score_spread":0.26460876426287055,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160245309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84724104,0.000035805355,0.0039160033,0.0022034226,0.0031088605,0.0014506476,0.000019766723,0.0004620796,0.14156236],"genre_scores_gemma":[0.99860245,0.0000056585905,0.000115114104,0.00020485623,0.00076159573,0.000046450255,0.0002287551,0.0000052784862,0.000029854114],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99876106,0.000012899982,0.00041696447,0.000069442896,0.00045309786,0.00028652267],"domain_scores_gemma":[0.9977444,0.000033180007,0.00025236508,0.00017965288,0.0017794239,0.000010976068],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.001070573,0.000105798244,0.00011752972,0.001114352,0.0005069649,0.0012696306,0.00015855324,0.00023100391,0.00006671436],"category_scores_gemma":[0.0002384184,0.00009484115,0.0000120707855,0.0019099719,0.00014775613,0.013969738,0.00011979385,0.00061252335,0.000521106],"study_design_candidate":"theoretical_or_conceptual","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":[0.000026160204,0.0000043973296,0.006421673,0.00027212664,0.0000083403265,1.6046512e-7,0.00006565177,0.00021354445,0.00028367757,0.9726018,0.0038108302,0.016291637],"study_design_scores_gemma":[0.0004952966,0.000012643356,0.030482614,0.00006917837,0.000004800324,0.000018713805,0.0031019656,0.009537734,0.00013310584,0.0085526,0.9473979,0.00019348737],"about_ca_topic_score_codex":0.0003832606,"about_ca_topic_score_gemma":0.000059462796,"teacher_disagreement_score":0.9640492,"about_ca_system_score_codex":0.000026483769,"about_ca_system_score_gemma":0.00004251503,"threshold_uncertainty_score":0.99982136},"labels":[],"label_agreement":null},{"id":"W2160403557","doi":"10.1177/0309132513507823","title":"Institutional change in economic geography","year":2013,"lang":"en","type":"article","venue":"Progress in Human Geography","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":275,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto; Universität Heidelberg","keywords":"Institutional change; Perspective (graphical); Institutional economics; Space (punctuation); Entrepreneurship; Action (physics); Economic geography; Unintended consequences; Economic system; Political science; Economics; Public administration; Neoclassical economics; Finance","score_opus":0.02584745855462025,"score_gpt":0.2512937083347626,"score_spread":0.22544624978014235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160403557","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98896945,0.00066295214,0.0000070758383,0.00075340195,0.00037930947,0.00065303297,0.0000017762808,0.00011298821,0.008460021],"genre_scores_gemma":[0.99757236,0.000015156801,0.000101726335,0.0006841622,0.0006704762,0.0008170414,0.00011827833,0.000017862556,0.0000029239611],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99868673,0.000008677045,0.00041367806,0.00035104976,0.00014601076,0.00039386004],"domain_scores_gemma":[0.9995229,0.000007223837,0.00016992103,0.00019554741,0.000094350195,0.000010027405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024882675,0.0002076398,0.00019827479,0.0020251987,0.00017450684,0.00038484784,0.00027318968,0.000117083146,0.00077652663],"category_scores_gemma":[0.000004219416,0.00021206135,0.00008391919,0.0012160985,0.00026542944,0.0033358722,0.000103639395,0.00021316932,0.00017820283],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000067318792,0.00012571449,0.88978535,0.00007896603,0.000008392787,0.000004945585,0.000016418842,0.000020898517,0.000004201515,0.09588396,0.00009473071,0.013969692],"study_design_scores_gemma":[0.0006061504,0.0000075693483,0.9769038,0.00008308094,0.000005299992,6.667495e-7,0.000020220637,0.001160429,0.000004576517,0.017133312,0.003817303,0.00025756843],"about_ca_topic_score_codex":0.0038010157,"about_ca_topic_score_gemma":0.00058315444,"teacher_disagreement_score":0.08711847,"about_ca_system_score_codex":0.000025531182,"about_ca_system_score_gemma":0.000010297071,"threshold_uncertainty_score":0.8647611},"labels":[],"label_agreement":null},{"id":"W2161221988","doi":"10.7202/1008460ar","title":"Des réseaux de l’entrepreneur aux ressorts du créatif : quelles stratégies pour les territoires ?","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.025393001642654754,"score_gpt":0.25449513949028807,"score_spread":0.2291021378476333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2161221988","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7982219,0.003739057,0.0065248366,0.17708874,0.001188171,0.00030111344,0.000046115467,0.00021627198,0.012673797],"genre_scores_gemma":[0.92009676,0.017399149,0.010828223,0.0016671945,0.005001414,0.00012261696,0.0003664607,0.00011228228,0.044405904],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974742,0.00028001517,0.0007828285,0.00056056713,0.00021721495,0.00068519486],"domain_scores_gemma":[0.99589133,0.0022292223,0.00069939456,0.00039563014,0.0006959832,0.00008844758],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014310166,0.0004806911,0.00036699176,0.00048106947,0.00032503615,0.0011150026,0.0004247618,0.0003999416,0.002439653],"category_scores_gemma":[0.0045926985,0.00056934287,0.00021392127,0.00031175514,0.00035221432,0.0044945623,0.00028853343,0.0005958084,0.00041526265],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008291039,0.000650975,0.5826773,0.00056870666,0.00013724016,0.000043301596,0.00038648534,0.01013557,0.00047780055,0.33206448,0.020154798,0.052620415],"study_design_scores_gemma":[0.0008923445,0.000014638461,0.68669456,0.0014553487,0.00016172002,0.00017795908,0.00043067837,0.013585601,0.00039558846,0.05488455,0.24068229,0.0006247242],"about_ca_topic_score_codex":0.0040641176,"about_ca_topic_score_gemma":0.00084536197,"teacher_disagreement_score":0.27717993,"about_ca_system_score_codex":0.00061379257,"about_ca_system_score_gemma":0.00031946183,"threshold_uncertainty_score":0.9999219},"labels":[],"label_agreement":null},{"id":"W2162433626","doi":"10.1109/iemc.1996.547894","title":"Partnership management within the virtual enterprise in a network","year":2002,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université Laval","funders":"","keywords":"Corporation; GRASP; General partnership; Flexibility (engineering); Computer science; Knowledge management; Expectancy theory; Cohesion (chemistry); Process management; Business; Management; Economics","score_opus":0.030925146193223934,"score_gpt":0.21660309178344295,"score_spread":0.18567794559021902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2162433626","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1836134,0.000073116644,0.00073699356,0.006813783,0.0006230948,0.00043071606,1.1136032e-7,0.00017919035,0.80752957],"genre_scores_gemma":[0.98866886,0.000006786865,0.00006757358,0.006431023,0.00064943335,0.000033855697,0.000005706461,0.000011381234,0.004125374],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991834,0.000008967758,0.00024987647,0.00017328848,0.00015709718,0.0002273274],"domain_scores_gemma":[0.9996496,0.000014985109,0.000101363075,0.00019081283,0.0000396221,0.0000036494598],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003915204,0.00011721073,0.000089538175,0.00010904511,0.00012981167,0.00022476,0.00020266723,0.000041120693,0.0009798857],"category_scores_gemma":[0.0000135045875,0.000078589845,0.00002729268,0.0010451559,0.000038912785,0.00071238546,0.00009147315,0.00012132042,0.0006446623],"study_design_candidate":"theoretical_or_conceptual","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":[0.000017472938,0.000077724966,0.019448873,0.000029928235,0.000014598926,0.0000147195615,0.000050551665,0.0027059133,0.000003912223,0.9310811,0.04202366,0.004531504],"study_design_scores_gemma":[0.0034248338,0.000038232298,0.24341562,0.00034154902,0.000114508264,0.0000063477887,0.0031825227,0.23134793,0.000028679264,0.05617844,0.460684,0.0012373256],"about_ca_topic_score_codex":0.000083966086,"about_ca_topic_score_gemma":0.00014309224,"teacher_disagreement_score":0.8749027,"about_ca_system_score_codex":0.0000132711575,"about_ca_system_score_gemma":0.0000016920364,"threshold_uncertainty_score":0.99993336},"labels":[],"label_agreement":null},{"id":"W2163248085","doi":"10.1287/mnsc.1090.1022","title":"Arms Race or Détente? How Interfirm Alliance Announcements Change the Stock Market Valuation of Rivals","year":2009,"lang":"en","type":"article","venue":"Management Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":103,"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 Toronto","funders":"","keywords":"Alliance; Business; Arms race; Competitor analysis; Event study; Competition (biology); Stock (firearms); Industrial organization; Valuation (finance); Stock market; Marketing; Economics; Finance","score_opus":0.09793191078039795,"score_gpt":0.29305196236318676,"score_spread":0.1951200515827888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2163248085","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62971604,0.00060195604,0.049441222,0.14616339,0.005253795,0.008310276,0.000016237214,0.00058831216,0.15990877],"genre_scores_gemma":[0.9928737,0.00009361804,0.00054411846,0.0035621882,0.00028399169,0.00006123928,0.000012775602,0.0000081144535,0.0025602358],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9980775,0.000013322765,0.00028530764,0.00040907142,0.00085423625,0.00036057935],"domain_scores_gemma":[0.99875206,0.0000142867575,0.00042348343,0.0004443601,0.0003561307,0.000009704249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018470645,0.00017959162,0.00015545728,0.00027660656,0.0003444383,0.00050496927,0.0009086601,0.000029729741,0.00017581669],"category_scores_gemma":[0.00009314514,0.00011886791,0.00003746843,0.0029139488,0.00024891554,0.0035687897,0.00023095297,0.00008546189,0.000054668097],"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":[0.00079861906,0.0011867798,0.03684796,0.0012234384,0.00012989836,0.000032766,0.00083606824,0.0005024354,0.008952296,0.2317009,0.07790465,0.6398842],"study_design_scores_gemma":[0.0013455576,0.000118132004,0.7970204,0.00039091712,0.00012512358,0.0000018119521,0.0013070963,0.04658611,0.00044136043,0.008321807,0.14376548,0.0005762154],"about_ca_topic_score_codex":0.000026228996,"about_ca_topic_score_gemma":0.000009722506,"teacher_disagreement_score":0.7601724,"about_ca_system_score_codex":0.000046095236,"about_ca_system_score_gemma":0.000016723236,"threshold_uncertainty_score":0.486943},"labels":[],"label_agreement":null},{"id":"W2164155237","doi":"10.7202/1008462ar","title":"L’élaboration de savoirs actionnables en PME légitimés dans une conception des sciences de gestion comme des sciences de l’artificiel","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.08467578818430971,"score_gpt":0.3130461161722873,"score_spread":0.22837032798797757,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164155237","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8424951,0.00085342076,0.092756584,0.055423886,0.00066178147,0.00030344003,0.000026354046,0.00016411085,0.0073153717],"genre_scores_gemma":[0.95603716,0.003910579,0.029526316,0.0013711125,0.0018527642,0.00010860843,0.00018585297,0.000044385783,0.0069631967],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99717027,0.00057217147,0.00067309546,0.000533693,0.00026477815,0.00078596605],"domain_scores_gemma":[0.99601394,0.0024097706,0.0006673057,0.00021564178,0.0006007299,0.000092586735],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0059204567,0.00036852382,0.0002691006,0.000576562,0.0012807702,0.0014402791,0.0004201586,0.00039866468,0.0005897118],"category_scores_gemma":[0.005277087,0.00043438948,0.00012074221,0.0011144389,0.0024076197,0.007518387,0.00013626495,0.00052803004,0.00021214588],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000068953814,0.000499465,0.5043077,0.0003891939,0.000054527187,0.000007913387,0.002261928,0.17123842,0.0067025484,0.28143084,0.002837138,0.03020141],"study_design_scores_gemma":[0.00063845573,0.00006418164,0.6712191,0.0016428364,0.00015476458,0.00018253988,0.002160229,0.18980706,0.0016049832,0.112022825,0.019889247,0.00061379414],"about_ca_topic_score_codex":0.004577503,"about_ca_topic_score_gemma":0.0011067968,"teacher_disagreement_score":0.16940802,"about_ca_system_score_codex":0.0023381202,"about_ca_system_score_gemma":0.0005885936,"threshold_uncertainty_score":0.9998108},"labels":[],"label_agreement":null},{"id":"W2164305298","doi":"10.4236/ti.2011.21006","title":"Research and Development Cooperation between Rivals: A Novel Motive beyond New Knowledge","year":2011,"lang":"en","type":"article","venue":"Technology and Investment","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Incentive; Product (mathematics); Process (computing); Constraint (computer-aided design); Business; New product development; Selection (genetic algorithm); Microeconomics; Industrial organization; Marketing; Economics; Computer science; Engineering","score_opus":0.16093136976110992,"score_gpt":0.30269032434187015,"score_spread":0.14175895458076024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2164305298","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95602,0.00045223616,0.0017399426,0.0013890396,0.00009010014,0.00035834522,7.839169e-7,0.00017746702,0.03977207],"genre_scores_gemma":[0.9955028,0.000012070433,0.003293001,0.0004921675,0.00016567955,0.00003947374,0.000025449854,0.0000124134185,0.00045694227],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99915165,0.000005708902,0.00022173325,0.00028604292,0.00009370563,0.00024116527],"domain_scores_gemma":[0.9995012,0.0000147570245,0.00007072372,0.0001350337,0.00026304153,0.00001524282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041797193,0.0001349408,0.00014774846,0.00079537445,0.00037071918,0.00006826357,0.00011885314,0.00020251588,0.000058037822],"category_scores_gemma":[0.000046685534,0.00012030146,0.0000059761287,0.0009988227,0.00032817753,0.00059260277,0.00024038086,0.00022899067,0.00009793573],"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":[0.000013535853,0.000101561294,0.016629433,0.000042799194,0.000028115212,0.000001079848,0.00025119673,1.280368e-7,0.0006051039,0.966668,0.0009837766,0.0146752875],"study_design_scores_gemma":[0.0022643565,0.00020679107,0.29489335,0.00016453752,0.00005297786,0.000009198424,0.0013364633,0.00019150453,0.016190466,0.43887472,0.24517386,0.00064179907],"about_ca_topic_score_codex":0.00009775154,"about_ca_topic_score_gemma":0.00004078137,"teacher_disagreement_score":0.5277933,"about_ca_system_score_codex":0.000027282387,"about_ca_system_score_gemma":0.0000730634,"threshold_uncertainty_score":0.49057513},"labels":[],"label_agreement":null},{"id":"W2166697100","doi":"10.7202/1008813ar","title":"Les facteurs de succès de la mise en place d’une communauté virtuelle dans les PME de services : le cas des petits et moyens cabinets d’experts-comptables","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.02054297367154996,"score_gpt":0.2584708061518583,"score_spread":0.23792783248030835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166697100","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9238637,0.0024598343,0.007901735,0.05066228,0.00040009362,0.00030364332,0.00007012992,0.0002031388,0.014135421],"genre_scores_gemma":[0.9627776,0.00885463,0.0062296437,0.0013083123,0.00094818254,0.00010915822,0.0005042583,0.00011437297,0.019153824],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970888,0.0007718039,0.00069152133,0.0004946836,0.00019998304,0.0007532178],"domain_scores_gemma":[0.9943614,0.0040349658,0.00062235404,0.0004199538,0.000444167,0.000117151016],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0026023663,0.0005304626,0.0004163262,0.00039381738,0.000421934,0.0009557452,0.00061508355,0.0005393285,0.00065704866],"category_scores_gemma":[0.0016597852,0.0006434956,0.0001898562,0.0003461562,0.0003372356,0.0032202378,0.00033248737,0.00078914966,0.00013107415],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016368757,0.0010674869,0.7667954,0.001007366,0.00020665082,0.00006296291,0.008033049,0.07904999,0.0029386466,0.11578581,0.0024886813,0.022400295],"study_design_scores_gemma":[0.0014298754,0.000019264195,0.73209757,0.0018817927,0.00014994171,0.00032812494,0.0027090453,0.042553686,0.000580261,0.0061166463,0.2114292,0.00070462556],"about_ca_topic_score_codex":0.044758156,"about_ca_topic_score_gemma":0.0073845945,"teacher_disagreement_score":0.2089405,"about_ca_system_score_codex":0.0011631692,"about_ca_system_score_gemma":0.00031583427,"threshold_uncertainty_score":0.9996016},"labels":[],"label_agreement":null},{"id":"W2166799235","doi":"10.7202/009405ar","title":"Le partenariat en actes : le cas d’un programme européen en Lituanie","year":2008,"lang":"fr","type":"article","venue":"Lien social et Politiques","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.038324829149404105,"score_gpt":0.27631534578689715,"score_spread":0.23799051663749304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2166799235","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55843115,0.0017616372,0.0004234217,0.17958778,0.0015713358,0.0007136569,0.00003998103,0.0007043041,0.25676674],"genre_scores_gemma":[0.98336715,0.00048186327,0.000457621,0.0037275476,0.006920227,0.000054542554,0.00026198945,0.000086962864,0.004642128],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753934,0.00020284053,0.00055442046,0.00045719743,0.0003166941,0.00092948525],"domain_scores_gemma":[0.9984644,0.0001035373,0.000369273,0.00020756415,0.0008158474,0.000039398434],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00065022893,0.00039623797,0.00043288321,0.00017705778,0.0010570512,0.0006778007,0.000352778,0.00048469624,0.00019832104],"category_scores_gemma":[0.00036757378,0.00044803243,0.00017868546,0.000806921,0.0004057368,0.004082922,0.00024498606,0.0005094575,0.00028477472],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003263783,0.0004783732,0.0047402573,0.0003066974,0.00009174905,0.00007110699,0.009013763,0.0000026496878,0.00017129627,0.9704001,0.0067899744,0.007901423],"study_design_scores_gemma":[0.0011644615,0.000055058164,0.13031358,0.00014934948,0.00011633,0.000035895493,0.009418637,0.00017916791,0.00071364385,0.061268155,0.79568434,0.00090136926],"about_ca_topic_score_codex":0.04147033,"about_ca_topic_score_gemma":0.0004589367,"teacher_disagreement_score":0.90913194,"about_ca_system_score_codex":0.000097332944,"about_ca_system_score_gemma":0.0005248273,"threshold_uncertainty_score":0.99979717},"labels":[],"label_agreement":null},{"id":"W2167544030","doi":"10.3166/rfg.248.135-152","title":"Segmentation achats dans la gestion des relations client-fournisseur","year":2015,"lang":"fr","type":"article","venue":"Revue française de gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.04896158760184893,"score_gpt":0.24427368511420683,"score_spread":0.1953120975123579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167544030","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80828744,0.0059331562,0.09227864,0.040487602,0.0039940164,0.0008758569,0.000023733943,0.00046245978,0.047657095],"genre_scores_gemma":[0.98589504,0.00022958149,0.0030775433,0.000246,0.0018679441,0.00006558766,0.00062277407,0.00006837734,0.007927169],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99807245,0.00015480447,0.0005862855,0.0004175725,0.00030669442,0.00046222055],"domain_scores_gemma":[0.9981231,0.000102188176,0.00044603398,0.00027536106,0.0009864763,0.00006680697],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014154272,0.00032676858,0.00024823446,0.00040423256,0.00050471467,0.0004965904,0.00017280807,0.0005916205,0.00025415517],"category_scores_gemma":[0.00094641914,0.00039707593,0.00009523375,0.0014187946,0.00024253214,0.00427023,0.000063069805,0.0005215483,0.0013569891],"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":[0.000357948,0.0010803132,0.269463,0.0026211361,0.000122375,0.00014933656,0.0066992803,0.07954902,0.006707823,0.37188223,0.030738797,0.23062876],"study_design_scores_gemma":[0.0022570519,0.00008625045,0.6792742,0.0026297132,0.0006079515,0.00019686011,0.001985833,0.09447191,0.0003517199,0.020207778,0.19703843,0.0008923138],"about_ca_topic_score_codex":0.0018590968,"about_ca_topic_score_gemma":0.0004190103,"teacher_disagreement_score":0.4098112,"about_ca_system_score_codex":0.0005461148,"about_ca_system_score_gemma":0.00019447246,"threshold_uncertainty_score":0.9998481},"labels":[],"label_agreement":null},{"id":"W2167619349","doi":"10.7202/1008276ar","title":"La relation technologie-territoire et les milieux innovateurs","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.02345468850089496,"score_gpt":0.25123757083433024,"score_spread":0.22778288233343527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2167619349","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7321369,0.003061488,0.007822623,0.2341128,0.0017901656,0.00039678422,0.000038325506,0.00038856943,0.020252323],"genre_scores_gemma":[0.93450665,0.0102111185,0.0072998106,0.0024921296,0.0018159094,0.00012986672,0.00079984876,0.0001078723,0.04263681],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976928,0.00029358652,0.00079007464,0.00053115905,0.00020811467,0.0004842458],"domain_scores_gemma":[0.9960681,0.002115747,0.0008017285,0.00041679246,0.0005552132,0.000042381904],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0025280758,0.00042530824,0.00032680415,0.00073286134,0.00016503812,0.00066842756,0.00039341743,0.0008359514,0.0008853521],"category_scores_gemma":[0.0046137488,0.0005112068,0.00015034716,0.0006554566,0.00026417946,0.004916112,0.00031125598,0.0012599559,0.00075037515],"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":[0.00006176419,0.0004934551,0.29972917,0.00035439836,0.00009553474,0.000022664546,0.00013100445,0.0065825935,0.00036223148,0.54267794,0.009297087,0.14019215],"study_design_scores_gemma":[0.0008245419,0.000012564002,0.38674644,0.0010626634,0.000084932064,0.00011611947,0.00012188028,0.007147801,0.0001326003,0.014115992,0.5891416,0.00049285503],"about_ca_topic_score_codex":0.0007051066,"about_ca_topic_score_gemma":0.00012633158,"teacher_disagreement_score":0.57984453,"about_ca_system_score_codex":0.00042108845,"about_ca_system_score_gemma":0.00012497285,"threshold_uncertainty_score":0.9997339},"labels":[],"label_agreement":null},{"id":"W2169932538","doi":"10.3917/riges.321.0020","title":"Résistance aux projets d'implantation de technologies de l'information : le cas d'une P.M.E. du secteur des hautes technologies","year":2007,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.016268916293662488,"score_gpt":0.23459620930467914,"score_spread":0.21832729301101667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2169932538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7131268,0.0030100935,0.19119398,0.08405792,0.0009471106,0.00063974323,0.000011054388,0.0026044215,0.0044088853],"genre_scores_gemma":[0.9926372,0.00085766386,0.005475617,0.0002752454,0.00021563261,0.000049542938,0.00022375556,0.000022724413,0.00024262983],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983666,0.000016790083,0.000521691,0.00024738826,0.00021720068,0.0006303092],"domain_scores_gemma":[0.99842745,0.00006359645,0.00048787842,0.0002229556,0.0007891798,0.000008942528],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011229998,0.00028205986,0.00019559378,0.0006478341,0.00068599836,0.0005249996,0.00024727415,0.0006216525,0.000014320169],"category_scores_gemma":[0.0010892388,0.00030672504,0.000048519327,0.0020639559,0.00037660153,0.0067021125,0.00009744749,0.00038374413,0.00012981365],"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":[0.00014677954,0.00012651541,0.08705313,0.001515561,0.000030733612,0.00003099968,0.00047307156,0.0008626321,0.0043617007,0.38535225,0.0026074224,0.5174392],"study_design_scores_gemma":[0.0008700563,0.00005493088,0.7812988,0.000981084,0.00011469686,0.00012982085,0.008552907,0.00874248,0.021634316,0.0966297,0.08031189,0.0006792852],"about_ca_topic_score_codex":0.0034830056,"about_ca_topic_score_gemma":0.0015178575,"teacher_disagreement_score":0.6942457,"about_ca_system_score_codex":0.000331313,"about_ca_system_score_gemma":0.0001532874,"threshold_uncertainty_score":0.9999385},"labels":[],"label_agreement":null},{"id":"W2170083196","doi":"10.7202/1008811ar","title":"PME et technologies de l’information : de la prise de décision à la mise en œuvre","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.013633494735309205,"score_gpt":0.24467968480730062,"score_spread":0.23104619007199143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170083196","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7839586,0.001188138,0.03741801,0.15100008,0.000779477,0.0004922007,0.00004589336,0.000529434,0.024588162],"genre_scores_gemma":[0.9278178,0.017990995,0.032579593,0.0033105756,0.0013020437,0.00022662531,0.0005791115,0.00009220077,0.01610102],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99770725,0.00045246317,0.00070534,0.00034261608,0.00019723382,0.0005951271],"domain_scores_gemma":[0.9946411,0.0037924736,0.000710791,0.00037850594,0.00041432687,0.00006280565],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00461059,0.00038667524,0.00029409365,0.0006640527,0.0001488817,0.001076477,0.00046698452,0.0007808171,0.0005073423],"category_scores_gemma":[0.008101733,0.0004587616,0.00016042318,0.00040785715,0.00020863162,0.006416088,0.00031692756,0.00083061634,0.00056563725],"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":[0.00023046667,0.00081688736,0.23969948,0.00095985096,0.00015597706,0.0000449465,0.0017402404,0.027304992,0.0012039117,0.4787975,0.022785092,0.22626065],"study_design_scores_gemma":[0.0012504425,0.000015798252,0.25174484,0.0012911296,0.0001245818,0.00028123744,0.00062053005,0.042493258,0.0003662447,0.029393816,0.6718627,0.0005553641],"about_ca_topic_score_codex":0.0007206845,"about_ca_topic_score_gemma":0.000036892943,"teacher_disagreement_score":0.64907765,"about_ca_system_score_codex":0.0010256557,"about_ca_system_score_gemma":0.00036307305,"threshold_uncertainty_score":0.9999605},"labels":[],"label_agreement":null},{"id":"W2170503814","doi":"10.7202/1008812ar","title":"Dans quelles mesures les TIC jouent-elles un rôle stratégique pour les PME ?","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.022158319044354752,"score_gpt":0.2587334536822777,"score_spread":0.23657513463792293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170503814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81234103,0.004721799,0.021388404,0.14565137,0.001403102,0.00039305005,0.00005806043,0.00019936764,0.0138437925],"genre_scores_gemma":[0.92732036,0.011326912,0.007910934,0.0009787176,0.0035115634,0.00009196637,0.00045125675,0.00010595863,0.04830233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.997471,0.00032425713,0.0008410584,0.0005524596,0.0002303491,0.00058092736],"domain_scores_gemma":[0.9959263,0.0022489917,0.00077953236,0.0003814061,0.00058649346,0.00007726122],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001737238,0.0005025763,0.0003901009,0.00046643053,0.00027224788,0.0007785746,0.00044524093,0.00049486983,0.0035317983],"category_scores_gemma":[0.002431699,0.00058177416,0.00023120434,0.00033154484,0.00023244164,0.0030736008,0.00022917034,0.0007578947,0.00084927154],"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":[0.000078250945,0.00079041265,0.40319458,0.00054809084,0.00022219462,0.000028816698,0.0002662816,0.013168495,0.0010519028,0.5148222,0.0078115994,0.058017172],"study_design_scores_gemma":[0.0016642935,0.000024493533,0.62761664,0.0018881037,0.00030886274,0.00018721046,0.0011318288,0.019021729,0.00118579,0.037252266,0.30861363,0.0011051411],"about_ca_topic_score_codex":0.001521626,"about_ca_topic_score_gemma":0.00047413344,"teacher_disagreement_score":0.47756994,"about_ca_system_score_codex":0.00039207836,"about_ca_system_score_gemma":0.00017890222,"threshold_uncertainty_score":0.99992865},"labels":[],"label_agreement":null},{"id":"W2170916568","doi":"10.1287/mnsc.47.6.787.9808","title":"Implementable Mechanisms to Coordinate Horizontal Alliances","year":2001,"lang":"en","type":"article","venue":"Management Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":63,"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 Calgary","funders":"","keywords":"Alliance; Business; Industrial organization; Externality; Incentive; Horizontal and vertical; Marketing; Microeconomics; Commerce; Economics","score_opus":0.02212430059311869,"score_gpt":0.2540112038336052,"score_spread":0.23188690324048652,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2170916568","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22069,0.000018226034,0.08665327,0.009083235,0.0022521168,0.0011236412,0.0000023867424,0.00045936005,0.6797178],"genre_scores_gemma":[0.99193877,0.000009442925,0.0024666893,0.0037449559,0.00023592346,0.00008865151,0.000007686405,0.000012665375,0.0014952205],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981691,0.0000025772508,0.00023319384,0.00049083,0.0005466824,0.00055759156],"domain_scores_gemma":[0.99943185,0.0000048702173,0.00010753728,0.0002821638,0.00015253712,0.000021017433],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00084995985,0.00016332857,0.0001206707,0.000532535,0.0006322922,0.0007743524,0.0006995627,0.000020735182,0.0007053289],"category_scores_gemma":[0.000024366078,0.00015285904,0.000026801648,0.0039742724,0.00009859828,0.0030728886,0.00047722794,0.000056964825,0.0011219075],"study_design_candidate":"theoretical_or_conceptual","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":[0.000025673899,0.000060572267,0.003058323,0.000047642417,0.000008971111,0.000024598437,0.000008765206,0.000194072,0.004117031,0.9529441,0.0067257723,0.032784503],"study_design_scores_gemma":[0.00080388144,0.00005008523,0.08352577,0.00009873842,0.000060828097,0.0000055064993,0.0012665358,0.0049113906,0.0024250404,0.054026756,0.85193723,0.0008882221],"about_ca_topic_score_codex":0.00028144164,"about_ca_topic_score_gemma":0.00006672984,"teacher_disagreement_score":0.8989173,"about_ca_system_score_codex":0.00006288823,"about_ca_system_score_gemma":0.000011839704,"threshold_uncertainty_score":0.99965584},"labels":[],"label_agreement":null},{"id":"W2171441299","doi":"10.7202/1008676ar","title":"Les stratégies d'échanges technologiques des petites entreprises industrielles","year":2012,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Economic rent; Sociology; Art; Economics","score_opus":0.03774201216143207,"score_gpt":0.25942302846657245,"score_spread":0.22168101630514037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171441299","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8328918,0.009273892,0.0033100126,0.13615008,0.0010648863,0.00039695404,0.00005546279,0.00045779702,0.016399097],"genre_scores_gemma":[0.89989763,0.03605005,0.011236124,0.0011163042,0.0031550596,0.00017036854,0.00038152814,0.000103406506,0.04788955],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99767786,0.00020618175,0.00070627755,0.00055807043,0.0002050459,0.0006465374],"domain_scores_gemma":[0.9952974,0.0028297992,0.00072325347,0.00040497028,0.0006811633,0.000063429725],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015075459,0.0005067094,0.0003871719,0.0006901354,0.00025181126,0.0010149435,0.00046090063,0.0007240562,0.0026259345],"category_scores_gemma":[0.0059986743,0.0005799192,0.00017820635,0.00052139617,0.0005479124,0.0047031576,0.0003536856,0.0009157326,0.0005733866],"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":[0.000054331747,0.00057181844,0.447265,0.00042120123,0.00013835882,0.00001911497,0.00030004082,0.0022497461,0.00032001323,0.33958086,0.0052527944,0.20382671],"study_design_scores_gemma":[0.000800993,0.00003241125,0.42753908,0.0021646114,0.0001880703,0.000108863824,0.0011109866,0.0023775243,0.0014404565,0.02879273,0.53458935,0.00085492607],"about_ca_topic_score_codex":0.0017585597,"about_ca_topic_score_gemma":0.00031686365,"teacher_disagreement_score":0.5293366,"about_ca_system_score_codex":0.00047290276,"about_ca_system_score_gemma":0.00012207049,"threshold_uncertainty_score":0.9996652},"labels":[],"label_agreement":null},{"id":"W2171822257","doi":"10.1111/j.1365-2575.2007.00288.x","title":"The effect of e‐commerce on the integration of IT structure and brand architecture","year":2008,"lang":"en","type":"article","venue":"Information Systems Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Business; Architecture; Organizational structure; Transaction cost; Database transaction; Set (abstract data type); Marketing; E-commerce; Industrial organization; Knowledge management; Computer science; World Wide Web; Economics; Database; Management","score_opus":0.015716553265847696,"score_gpt":0.21806963704577392,"score_spread":0.20235308377992622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2171822257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9907959,0.000057183017,0.0021979844,0.0017149609,0.00041348292,0.0002328676,0.0000020234656,0.000007713851,0.004577879],"genre_scores_gemma":[0.9994762,0.0000150588485,0.0000041441035,0.00023220897,0.00024044713,0.0000027547705,0.000007626963,0.0000029659159,0.000018602359],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99917954,0.000032555443,0.00044132123,0.000028575161,0.00024605257,0.00007193205],"domain_scores_gemma":[0.99874884,0.00012931539,0.00072425336,0.000093175295,0.00030048203,0.000003922855],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006611167,0.00008297674,0.00011847479,0.00013502098,0.00040742377,0.00019016437,0.000114224946,0.000048610204,0.000010029703],"category_scores_gemma":[0.00016372775,0.000036652233,0.00002988975,0.00027015485,0.00007327442,0.00122842,0.000015134361,0.00020783777,0.0000040030263],"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":[0.0035444174,0.000058607744,0.08181714,0.0037157803,0.0005603835,0.0000054797865,0.009374417,0.044591185,0.013367018,0.48958755,0.07468114,0.27869686],"study_design_scores_gemma":[0.0087927645,0.0008146408,0.51907575,0.0032908088,0.0002601205,0.0018858187,0.008630296,0.04564248,0.0145628555,0.004402048,0.39158297,0.0010594564],"about_ca_topic_score_codex":0.0000457008,"about_ca_topic_score_gemma":0.0000045991183,"teacher_disagreement_score":0.4851855,"about_ca_system_score_codex":0.000007511074,"about_ca_system_score_gemma":0.000011919684,"threshold_uncertainty_score":0.31336156},"labels":[],"label_agreement":null},{"id":"W2173814641","doi":"10.2469/cfm.v24.n4.4","title":"Financial Analysis at “Jungle Speed”","year":2013,"lang":"en","type":"article","venue":"CFA Magazine","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Jungle; Business; Finance; Economics; Geography; Archaeology","score_opus":0.015522586382508056,"score_gpt":0.2076519482637592,"score_spread":0.19212936188125115,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2173814641","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87864745,0.000040437637,0.00048859743,0.0021059657,0.00034594658,0.0001655818,0.0000016241218,0.00013176784,0.11807263],"genre_scores_gemma":[0.9889054,0.0000024452336,0.00011778855,0.0020883768,0.0009239374,0.000007012245,0.00017146737,0.000014400464,0.007769221],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99913365,0.0000030144488,0.00023905533,0.00022895394,0.00015755274,0.00023779328],"domain_scores_gemma":[0.9992982,0.000008387849,0.00014506585,0.00022326465,0.0003181611,0.000006882397],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00011310406,0.00014298037,0.00019302126,0.00036477897,0.00016046238,0.00021825283,0.00014794842,0.000075692056,0.008433061],"category_scores_gemma":[0.00007128629,0.00012767108,0.00008917381,0.0022362643,0.00004549551,0.0013429481,0.00012239534,0.000079982834,0.012410546],"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":[0.00006025289,0.0003160544,0.27911153,0.0002497142,0.00029727377,0.000024715757,0.000034302524,0.00089845085,0.023841413,0.15264802,0.5226972,0.019821081],"study_design_scores_gemma":[0.0003789858,0.0000053059443,0.85280627,0.000008389876,0.0002162334,7.387483e-7,0.000008802843,0.008491997,0.0001409752,0.004730092,0.13294198,0.0002702237],"about_ca_topic_score_codex":0.00024195551,"about_ca_topic_score_gemma":0.00014702142,"teacher_disagreement_score":0.57369477,"about_ca_system_score_codex":0.00002573059,"about_ca_system_score_gemma":0.000011108509,"threshold_uncertainty_score":0.99247336},"labels":[],"label_agreement":null},{"id":"W2174255890","doi":"","title":"A Framework for Evaluating Strategic Location-Based Applications in Businesses","year":2006,"lang":"en","type":"article","venue":"Canadian Journal of Regional Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business administration; Business; Humanities; Political science; Computer science; Management; Process management; Economics","score_opus":0.07650609530999296,"score_gpt":0.3033088793215984,"score_spread":0.22680278401160542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2174255890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80080724,0.00041404433,0.18025634,0.013497748,0.00054304756,0.0005870458,0.0000035046683,0.000017927476,0.0038731305],"genre_scores_gemma":[0.99302477,4.0050656e-7,0.005670494,0.0006717927,0.0005879045,0.000017223825,0.000011379746,0.000006465639,0.000009593735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990492,0.0000033512579,0.00030811515,0.00013722005,0.0002584222,0.00024373287],"domain_scores_gemma":[0.9975192,0.00007628103,0.00035812586,0.000091092414,0.001928293,0.000026985295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00079678866,0.00008183958,0.000100093384,0.0007946182,0.00037585277,0.00031529163,0.00032401222,0.000044745368,0.000027450908],"category_scores_gemma":[0.00025118687,0.0000740869,0.000028941738,0.003358155,0.00026603974,0.0010630598,0.0000045075926,0.00010221424,0.000004512806],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008806042,0.000021815478,0.02025709,0.000052243682,0.0000011508963,0.0000022489403,0.0000059135705,0.0251422,0.00031630325,0.9532483,0.00024182837,0.0007020614],"study_design_scores_gemma":[0.0006187901,0.000026041624,0.2758406,0.00038343333,0.000024262408,0.000010907431,0.00042238113,0.032026764,0.000084122374,0.6768384,0.013414923,0.0003093467],"about_ca_topic_score_codex":0.0066246195,"about_ca_topic_score_gemma":0.0106178,"teacher_disagreement_score":0.27640992,"about_ca_system_score_codex":0.00012113582,"about_ca_system_score_gemma":0.0028893044,"threshold_uncertainty_score":0.99999034},"labels":[],"label_agreement":null},{"id":"W2180775198","doi":"10.19030/rbis.v13i4.4308","title":"Information Technology: Market Success To Succession","year":2009,"lang":"en","type":"article","venue":"Review of Business Information Systems (RBIS)","topic":"Business Strategy and Innovation","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":"Lakehead University","funders":"","keywords":"Ecological succession; Succession planning; Business; Ecology; Biology; Finance","score_opus":0.011237951776040367,"score_gpt":0.24198198900938958,"score_spread":0.23074403723334921,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2180775198","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0387368,0.016896429,0.19309948,0.041663878,0.006806306,0.011459952,0.00009837379,0.0024179628,0.68882084],"genre_scores_gemma":[0.9848382,0.00244812,0.00049100746,0.010882159,0.000421883,0.00013921976,0.00070224935,0.000015243373,0.00006192781],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99709314,0.000016741476,0.0017992067,0.0001351855,0.0006488646,0.00030688336],"domain_scores_gemma":[0.99423367,0.000014281279,0.0016622597,0.00049272034,0.003576522,0.000020576932],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0011724724,0.00030988193,0.000635994,0.0016070458,0.0001912904,0.00043933577,0.0005203977,0.00020579528,0.00013290264],"category_scores_gemma":[0.0005599658,0.00026092003,0.000074543066,0.006604651,0.000040462135,0.019496275,0.00010686079,0.0001575652,0.0006257401],"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":[0.00020335134,0.00020613086,0.006316553,0.1358159,0.00005812068,0.0000016425078,0.000116122406,0.0020820352,0.0001635357,0.32357126,0.16059867,0.3708667],"study_design_scores_gemma":[0.00062308507,0.000019030937,0.03766859,0.017345449,0.000065718494,0.000014479006,0.00028908334,0.0027003926,0.000044807213,0.00023438253,0.9404518,0.0005431581],"about_ca_topic_score_codex":0.00012840978,"about_ca_topic_score_gemma":9.955661e-7,"teacher_disagreement_score":0.94610137,"about_ca_system_score_codex":0.0000643874,"about_ca_system_score_gemma":0.00008265472,"threshold_uncertainty_score":0.9999843},"labels":[],"label_agreement":null},{"id":"W2182178440","doi":"","title":"Where Everybody Knows Your Name: Extraorganizational Clan-Building as Small Firm Strategy for Home Field Advantage","year":2000,"lang":"en","type":"article","venue":"Journals @ Middle Tennessee State University (Middle Tennessee State University)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":20,"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 Manitoba","funders":"","keywords":"Clan; Competitor analysis; Extant taxon; Business; Competitive advantage; Industrial organization; Disadvantaged; Differential (mechanical device); Marketing; Economics; Sociology","score_opus":0.03472390735257923,"score_gpt":0.2249356453177391,"score_spread":0.1902117379651599,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2182178440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94660354,0.00045129735,0.01839672,0.0017348697,0.0008113831,0.0011426817,0.00034948273,0.0006436597,0.029866371],"genre_scores_gemma":[0.9399258,0.0028475968,0.0012864599,0.00075136113,0.0008690858,0.0000026620298,0.0005215205,0.00020535836,0.053590164],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99596804,0.00009276462,0.00079977635,0.0011464828,0.0006325827,0.0013603606],"domain_scores_gemma":[0.9959543,0.00025158553,0.00096540904,0.00058118335,0.0020604453,0.00018711142],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006198302,0.0008743379,0.0008523749,0.0019065777,0.0018450037,0.00072143896,0.0013730783,0.00039850705,0.0051640915],"category_scores_gemma":[0.000108331216,0.0010099766,0.0004067293,0.0037005476,0.00022744384,0.0063974494,0.00031876142,0.0008384654,0.00039402858],"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":[0.03110921,0.00878557,0.08470462,0.013214662,0.0059733354,0.020249348,0.005216872,0.08833266,0.031147938,0.5265508,0.0316795,0.15303545],"study_design_scores_gemma":[0.018199058,0.0007574225,0.023346737,0.002426349,0.0014524776,0.0003676911,0.030174771,0.015846029,0.0011069573,0.024224848,0.8756928,0.0064048897],"about_ca_topic_score_codex":0.0010577659,"about_ca_topic_score_gemma":0.001075674,"teacher_disagreement_score":0.8440133,"about_ca_system_score_codex":0.00043291895,"about_ca_system_score_gemma":0.0004180362,"threshold_uncertainty_score":0.99945444},"labels":[],"label_agreement":null},{"id":"W2186750947","doi":"10.29173/irie16","title":"On the ambivalence of information and communication technologies","year":2007,"lang":"en","type":"article","venue":"The International Review of Information Ethics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Database transaction; Information and Communications Technology; Terrorism; Power (physics); Production (economics); Hegemony; Ambivalence; Business; Public relations; Economics; Political science; Politics; Computer science; Law; Microeconomics; Social psychology","score_opus":0.039896177997514895,"score_gpt":0.2981821772387909,"score_spread":0.25828599924127604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2186750947","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12188251,0.0055517284,0.061999355,0.5070997,0.0011083016,0.0024109553,0.00003500115,0.0003236802,0.2995888],"genre_scores_gemma":[0.9783363,0.00783933,0.00023451574,0.0134712625,0.000020664245,0.000010664899,0.00007880402,0.0000020926238,0.0000063874163],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988477,0.000011129224,0.0006184735,0.000028899158,0.00043524016,0.000058561804],"domain_scores_gemma":[0.99710846,0.0004579092,0.0009700218,0.00022987317,0.0012321114,0.000001634599],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0038921693,0.00006824688,0.00008839522,0.00016183816,0.0001288353,0.000068582354,0.0004829554,0.000067297275,0.00003994276],"category_scores_gemma":[0.0037820379,0.000039190218,0.000023916838,0.00042342508,0.00019086491,0.0028440836,0.00012842678,0.00029738518,0.0000360424],"study_design_candidate":"theoretical_or_conceptual","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":[0.000015413769,0.000006071326,0.00009712773,0.0011647692,0.000008296184,8.828652e-9,0.00011146693,0.000019710471,0.000018810155,0.9674189,0.0013294058,0.029809998],"study_design_scores_gemma":[0.0008124892,0.000059351336,0.04662642,0.01958887,0.00010738333,0.0000114850145,0.006869448,0.007871286,0.0037321313,0.30467054,0.60917515,0.0004754698],"about_ca_topic_score_codex":0.000071163005,"about_ca_topic_score_gemma":0.000006783113,"teacher_disagreement_score":0.8564538,"about_ca_system_score_codex":0.000015180336,"about_ca_system_score_gemma":0.000027070066,"threshold_uncertainty_score":0.4527726},"labels":[],"label_agreement":null},{"id":"W2187643436","doi":"","title":"CHANGING ORGANIZATIONAL FORMS: EVIDENCE FROM CANADA","year":2006,"lang":"pt","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Western University","funders":"","keywords":"Set (abstract data type); Process (computing); Political science; Computer science","score_opus":0.015905952672028136,"score_gpt":0.19785532483545495,"score_spread":0.18194937216342683,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2187643436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8846438,0.0013795753,0.01961127,0.020032767,0.0035609333,0.000526107,0.000041322528,0.0002767934,0.06992747],"genre_scores_gemma":[0.9865389,0.000008940268,0.0000899754,0.003019494,0.002686418,0.0000052142896,0.0006172005,0.000032937398,0.0070009227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983903,0.000005246216,0.0004232576,0.00034011508,0.00043474382,0.00040630347],"domain_scores_gemma":[0.99877286,0.000054991433,0.00027617658,0.00019426261,0.00069320033,0.000008492297],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00017003558,0.00024366012,0.0001833301,0.00022221608,0.00042746754,0.00051341654,0.00023200142,0.00010696503,0.007120824],"category_scores_gemma":[0.0001038837,0.00023298735,0.000028589939,0.0021931152,0.000026764643,0.002691425,0.00013763444,0.000125721,0.0003010794],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000063521664,0.00016507503,0.49850103,0.00056967343,0.00009765194,0.000051382653,0.00005810758,0.0015503383,0.0019315968,0.28436846,0.21083845,0.0018047072],"study_design_scores_gemma":[0.0012826376,0.000010996043,0.8631322,0.0014821249,0.00027947847,0.0000037617306,0.0023314455,0.040121138,0.0031325559,0.013971075,0.0722865,0.00196612],"about_ca_topic_score_codex":0.8735808,"about_ca_topic_score_gemma":0.7712498,"teacher_disagreement_score":0.36463112,"about_ca_system_score_codex":0.00013841526,"about_ca_system_score_gemma":0.0003958286,"threshold_uncertainty_score":0.9937868},"labels":[],"label_agreement":null},{"id":"W2188587544","doi":"","title":"Interorganizational Partner Selection as Negotiation: A Study of Two Distance Education Consortia","year":2005,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Selection (genetic algorithm); Negotiation; Business; Knowledge management; Political science; Computer science; Artificial intelligence; Law","score_opus":0.01021279234502878,"score_gpt":0.22345318116972746,"score_spread":0.21324038882469867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2188587544","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9945517,0.00002508347,0.000059762187,0.00037515815,0.0005170361,0.00041833663,0.0000033868405,0.000056150708,0.003993353],"genre_scores_gemma":[0.9287993,0.0000075997323,0.00014523057,0.00005272736,0.00031723725,0.000001569787,0.0012698363,0.000023782592,0.06938273],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989758,0.000017102071,0.0002601045,0.00030703447,0.00030592314,0.00013401487],"domain_scores_gemma":[0.99757284,0.00000977875,0.0008758803,0.00016327285,0.0013689502,0.000009305764],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010864648,0.0002032512,0.00028570354,0.00048039033,0.00020725878,0.00005634625,0.00021351331,0.00014643806,0.0010344437],"category_scores_gemma":[0.000025523565,0.0002465557,0.000055989192,0.00096457446,0.000042446383,0.0013159085,0.00003408533,0.00015683449,0.000081891],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0032055757,0.010870678,0.44001698,0.004797367,0.0012932216,0.000015158104,0.107323565,0.003895312,0.016204292,0.3595922,0.025309598,0.027476061],"study_design_scores_gemma":[0.004468483,0.00024760189,0.51745844,0.0007875203,0.001231698,0.000004100921,0.4593497,0.0026023884,0.0013507125,0.0026789475,0.008544092,0.0012763167],"about_ca_topic_score_codex":0.022739759,"about_ca_topic_score_gemma":0.085826166,"teacher_disagreement_score":0.35691324,"about_ca_system_score_codex":0.000063211235,"about_ca_system_score_gemma":0.00017072668,"threshold_uncertainty_score":0.9999987},"labels":[],"label_agreement":null},{"id":"W2199597033","doi":"","title":"Network Catalysts to Small Businesses: A Strategy for Fragmented Industries","year":2003,"lang":"en","type":"article","venue":"Journals @ Middle Tennessee State University (Middle Tennessee State University)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Development Research Centre","keywords":"Business; Clothing; Corporation; Marketing; Industrial organization; Textile industry; Profit (economics); Commerce; Economics; Finance","score_opus":0.06670588590388934,"score_gpt":0.21277519787051535,"score_spread":0.146069311966626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2199597033","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9244646,0.00020849351,0.04343532,0.0018379217,0.0017220932,0.0023696555,0.00023803704,0.0007807618,0.024943119],"genre_scores_gemma":[0.9768994,0.0002773432,0.0009846678,0.0010313082,0.0006751237,0.000005934702,0.00041229837,0.00018538488,0.01952856],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99531037,0.00013732376,0.00085985794,0.001256943,0.0006113216,0.0018241984],"domain_scores_gemma":[0.9939367,0.00022149888,0.0012160181,0.0007407617,0.0036372622,0.00024774336],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0010977924,0.0009940661,0.0010618018,0.0027106144,0.0020650523,0.0008141445,0.0012906191,0.00039750626,0.00035295947],"category_scores_gemma":[0.0003383368,0.0011281292,0.00032949037,0.0096136285,0.00029111956,0.0050502806,0.0004311383,0.0007863892,0.00020870626],"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":[0.016912296,0.0059351884,0.05914219,0.0072974744,0.004831316,0.010319959,0.003683999,0.23307396,0.0078777,0.5381167,0.0928226,0.019986635],"study_design_scores_gemma":[0.019581052,0.0006289626,0.020371614,0.0024852485,0.0017315745,0.00018747224,0.036836773,0.0029393097,0.0013897989,0.021669859,0.88557845,0.0065998947],"about_ca_topic_score_codex":0.0013299425,"about_ca_topic_score_gemma":0.0028381518,"teacher_disagreement_score":0.79275584,"about_ca_system_score_codex":0.0005363013,"about_ca_system_score_gemma":0.0006497385,"threshold_uncertainty_score":0.99923414},"labels":[],"label_agreement":null},{"id":"W2199899980","doi":"","title":"POLO Anyone? Changing the Rules of the Game","year":2011,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Water polo; Computer science; Medicine","score_opus":0.0933891873214375,"score_gpt":0.25933062108896826,"score_spread":0.16594143376753076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2199899980","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80389106,0.0002970882,0.000037150654,0.02639411,0.0021912097,0.0007261363,0.0000049107125,0.00009879621,0.16635951],"genre_scores_gemma":[0.9848408,0.00008450884,0.00005430688,0.0028404822,0.00043864525,0.00006273025,0.000020422418,0.000028784329,0.011629306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982606,0.00009661532,0.000457686,0.00037144186,0.0004477812,0.0003658511],"domain_scores_gemma":[0.99819183,0.000046203615,0.0011482929,0.0003318754,0.00025990306,0.000021883086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006273341,0.00024592012,0.00023984832,0.00023551364,0.00039877978,0.0001740987,0.00032989218,0.00010254056,0.0005418055],"category_scores_gemma":[0.00005765998,0.00017588679,0.00004540391,0.0012129325,0.00017498141,0.0005846244,0.00012592792,0.0005802511,0.000052306666],"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":[0.00009539189,0.00016096361,0.16832425,0.00019484358,0.0000115494995,6.5587085e-7,0.00046951193,0.00001295258,0.00012369068,0.81794375,0.0004233775,0.0122390445],"study_design_scores_gemma":[0.00031451203,0.000044096156,0.9457267,0.00044832053,0.00002271357,0.0000013519667,0.002044588,0.00036555156,0.00008714152,0.024676554,0.02600912,0.00025934304],"about_ca_topic_score_codex":0.0018161453,"about_ca_topic_score_gemma":0.00042764144,"teacher_disagreement_score":0.7932672,"about_ca_system_score_codex":0.000104985265,"about_ca_system_score_gemma":0.00020680099,"threshold_uncertainty_score":0.7172455},"labels":[],"label_agreement":null},{"id":"W2203748571","doi":"10.1287/inte.2015.0815","title":"ASP, The Art and Science of Practice: Academia-Industry Interfacing in Operations Research in Montréal","year":2015,"lang":"en","type":"article","venue":"INFORMS Journal on Applied Analytics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Interfacing; Engineering ethics; Field (mathematics); Management; Technology transfer; Spin offs; Engineering; Engineering management; Sociology; Political science; Business; Knowledge management; Computer science; Mathematics; Economics; Industrial organization; Law","score_opus":0.09572344529637218,"score_gpt":0.3560162520420642,"score_spread":0.26029280674569205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2203748571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90868294,0.00003466619,0.00014167243,0.009603127,0.000104815466,0.00016564186,3.0995366e-7,0.000006715977,0.08126009],"genre_scores_gemma":[0.9987055,0.000024345698,0.00013177657,0.00089183875,0.00019322096,0.0000036299143,0.0000011559805,0.0000052971977,0.000043218293],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985826,0.00000761652,0.0004721971,0.00010236118,0.00059948064,0.00023572662],"domain_scores_gemma":[0.9990228,0.00006114794,0.00016382814,0.00011412118,0.00061838015,0.00001975414],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00525909,0.00008288342,0.00012413865,0.00096171396,0.00020456311,0.00045840672,0.00024146415,0.00016284353,0.000007587214],"category_scores_gemma":[0.0006600455,0.000053852833,0.000011003626,0.0026660932,0.00023715729,0.0018176022,0.00016070623,0.0023204612,0.000026915983],"study_design_candidate":"theoretical_or_conceptual","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":[0.00033854955,0.00018743296,0.006759559,0.000057523805,0.000020594116,0.000024822775,0.0009218401,0.18257028,0.0013853721,0.7827056,0.0020998516,0.022928592],"study_design_scores_gemma":[0.009480784,0.00028302433,0.09051797,0.001572265,0.00010682031,0.0002446931,0.1009286,0.5843432,0.0037058021,0.123325795,0.08419256,0.0012984886],"about_ca_topic_score_codex":0.00021538,"about_ca_topic_score_gemma":0.00012200015,"teacher_disagreement_score":0.6593798,"about_ca_system_score_codex":0.00011831036,"about_ca_system_score_gemma":0.00025748712,"threshold_uncertainty_score":0.9999812},"labels":[],"label_agreement":null},{"id":"W2208513155","doi":"","title":"The Model of Ecological System of Real Estate Enterprises and the Research on Dynamic Strategic Cost","year":2015,"lang":"en","type":"article","venue":"Canadian social science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Real estate; Business; Competition (biology); Industrial organization; Real estate development; Empirical research; Niche; Cost approach; Ecology; Finance","score_opus":0.11867044388612569,"score_gpt":0.32145118841765563,"score_spread":0.20278074453152994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2208513155","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69170123,0.0000050576073,0.000010048756,0.0009822772,0.00008150596,0.00018195287,0.0000040908926,0.000005899724,0.3070279],"genre_scores_gemma":[0.9998108,0.000012176576,0.0000044479016,0.0000720178,0.000054259563,0.000009554832,0.0000014556322,0.0000025448655,0.000032744145],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9991509,0.000025669542,0.00014140726,0.000117294316,0.00032082867,0.00024390787],"domain_scores_gemma":[0.9991339,0.000060016147,0.00009968332,0.0000854937,0.00059852836,0.000022404727],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026498938,0.00004781875,0.000084447776,0.00012952136,0.0007350443,0.00018105088,0.00032873687,0.000034987264,0.0000015706728],"category_scores_gemma":[0.00009695494,0.000027141723,0.000012883949,0.0009944643,0.0019322378,0.00026517874,0.00004854896,0.000100398625,0.00000334588],"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":[0.000043831373,0.0000063382536,0.0009455177,0.000021272594,0.0000018308708,9.0454205e-7,0.00014790702,0.00014336203,0.00008238968,0.9959767,0.0001248504,0.0025050826],"study_design_scores_gemma":[0.002496907,0.00009753157,0.06463583,0.00015033211,0.00004087873,0.0000024134933,0.09973656,0.7576004,0.000055921748,0.07161364,0.0031346385,0.00043492025],"about_ca_topic_score_codex":0.027489197,"about_ca_topic_score_gemma":0.02571966,"teacher_disagreement_score":0.9243631,"about_ca_system_score_codex":0.00014263131,"about_ca_system_score_gemma":0.0005110765,"threshold_uncertainty_score":0.9920584},"labels":[],"label_agreement":null},{"id":"W22160271","doi":"10.1007/s10578-011-0274-x","title":"Enabling the Creative Entrepreneur: Business Ecosystems","year":2009,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Business ecosystem; Ecosystem; Knowledge management; Computer science; Ecology; Biology","score_opus":0.02280577055258189,"score_gpt":0.23341348873378814,"score_spread":0.21060771818120624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W22160271","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45154265,0.001798014,0.024231734,0.08640692,0.0021621669,0.006394495,0.000018061577,0.0017207696,0.42572522],"genre_scores_gemma":[0.9782174,0.000023928202,0.00003437667,0.01197394,0.003389476,0.00011242042,0.00015943327,0.0000997726,0.0059892265],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99659914,0.00010827132,0.0008633993,0.0008584573,0.0007347807,0.0008359378],"domain_scores_gemma":[0.9962445,0.00017785025,0.00094237976,0.001395858,0.0012101514,0.000029256598],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0014251055,0.00064173434,0.00058940303,0.0003393315,0.0021044868,0.0038757822,0.0028858304,0.00022344169,0.0004383201],"category_scores_gemma":[0.00028442455,0.00039195383,0.00013209548,0.006076938,0.00026893424,0.0024364388,0.00081306306,0.00041106896,0.00056821917],"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":[0.0031565158,0.002301787,0.022333676,0.0010980177,0.0006798538,0.00019900293,0.003109503,0.06480277,0.008298355,0.118032515,0.27320316,0.50278485],"study_design_scores_gemma":[0.0009931179,0.000009944587,0.06937009,0.0002147207,0.00012500274,0.000037574915,0.0013135375,0.004820161,0.000051719224,0.0015181424,0.9209346,0.00061135227],"about_ca_topic_score_codex":0.0041732863,"about_ca_topic_score_gemma":0.00036328498,"teacher_disagreement_score":0.6477315,"about_ca_system_score_codex":0.00007546218,"about_ca_system_score_gemma":0.000106704974,"threshold_uncertainty_score":0.99985325},"labels":[],"label_agreement":null},{"id":"W2222279709","doi":"10.1371/journal.pone.0136638.g007","title":"Weighted network based on the co-occurrence of financial institutions in the top 25 ranking, aggregated over all quarter years.","year":2015,"lang":"en","type":"paratext","venue":"Figshare","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Quarter (Canadian coin); Ranking (information retrieval); Finance; Statistics; Business; Medicine; Computer science; Geography; Mathematics; Artificial intelligence; Archaeology","score_opus":0.06964817425085633,"score_gpt":0.28234437018975717,"score_spread":0.21269619593890082,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2222279709","genre_codex":"other","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009957834,0.001332998,0.000049976567,0.005265064,0.0058343303,0.0053141606,0.2666148,0.00022416342,0.70540667],"genre_scores_gemma":[0.42919448,0.0000048335964,0.0000063160746,0.009398055,0.00293825,0.00033470077,0.5575559,0.000029421099,0.0005380108],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986242,0.000044889697,0.00037333544,0.00026544242,0.0004099714,0.00028213553],"domain_scores_gemma":[0.99857783,0.00011183312,0.0005334524,0.00040921295,0.00036169932,0.0000059819226],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002906514,0.000264696,0.00026682456,0.00020980311,0.00014353091,0.00022894656,0.00060649874,0.00030410776,0.07856993],"category_scores_gemma":[0.00036413813,0.00017194355,0.00008305178,0.0013622812,0.00003326766,0.00038194217,0.000056431545,0.0005663934,0.004706236],"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":[0.00003470815,0.000057517977,0.000073930016,0.00017101923,0.000007807451,0.0000049122473,0.000022598628,0.0008670144,3.7717786e-7,0.0017339737,0.9967296,0.0002965573],"study_design_scores_gemma":[0.00045889564,0.0000101718,0.0114729935,0.002468593,0.000019000805,2.124839e-7,0.0000073405035,0.002328271,0.0000014869845,0.00016182888,0.9828443,0.00022691631],"about_ca_topic_score_codex":0.00009385855,"about_ca_topic_score_gemma":0.00006155,"teacher_disagreement_score":0.7048687,"about_ca_system_score_codex":0.000032946424,"about_ca_system_score_gemma":0.00031373932,"threshold_uncertainty_score":0.9960687},"labels":[],"label_agreement":null},{"id":"W2226756903","doi":"10.20381/ruor-1938","title":"Analyse de la reglementation sur la divulgation de l'information par les entreprises canadiennes","year":2002,"lang":"fr","type":"article","venue":"uO Research (University of Ottawa)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science; Humanities; Philosophy","score_opus":0.03902893585393888,"score_gpt":0.2565364254153898,"score_spread":0.2175074895614509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2226756903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88785595,0.00023130952,0.0030613162,0.009402599,0.00011253577,0.0002915211,0.000023852972,0.000048431575,0.09897251],"genre_scores_gemma":[0.9932554,0.0005801307,0.0006105076,0.000057462046,0.00013009833,0.00000113141,0.00014697305,0.000009127072,0.0052091675],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985202,0.0002475236,0.000207078,0.00017543689,0.00042013565,0.0004296476],"domain_scores_gemma":[0.9981483,0.00024538446,0.00026504166,0.00017541109,0.0011280477,0.000037764967],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020075939,0.00012221535,0.00014605513,0.00087177294,0.0007366015,0.00028097903,0.0002794364,0.00020457634,0.002514776],"category_scores_gemma":[0.00052198145,0.00016348604,0.00006552648,0.0015240505,0.00046954572,0.005399833,0.00010807255,0.00031492065,0.0001515522],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022935521,0.000271974,0.6165807,0.0011313937,0.00011931243,0.000054521344,0.0016457274,0.0010638592,0.00090814487,0.15319836,0.077888295,0.14711474],"study_design_scores_gemma":[0.000896123,0.000027038237,0.4929293,0.00018470467,0.0000921542,0.000004745063,0.0071240505,0.040508326,0.00023112955,0.0016168142,0.45618057,0.00020502984],"about_ca_topic_score_codex":0.03688263,"about_ca_topic_score_gemma":0.0102770785,"teacher_disagreement_score":0.37829226,"about_ca_system_score_codex":0.00028052056,"about_ca_system_score_gemma":0.00010353943,"threshold_uncertainty_score":0.99839705},"labels":[],"label_agreement":null},{"id":"W2228364856","doi":"10.1108/s1479-067x(2004)0000009009","title":"How Technology-Intensive Clusters are Organized in the Ottawa Region","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"University of Ottawa","keywords":"Geography","score_opus":0.022591301661814406,"score_gpt":0.19647761231293728,"score_spread":0.17388631065112287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2228364856","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00050841825,0.00011866901,0.0006942314,0.14384201,0.00052830874,0.0007537528,0.0000012043276,0.0003308231,0.8532226],"genre_scores_gemma":[0.7498524,0.000056791363,0.00009254855,0.02710843,0.0014945423,0.00003332725,0.00019875137,0.00013152334,0.22103165],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882984,0.0000027145334,0.00030928152,0.00038537142,0.00023436008,0.00023845634],"domain_scores_gemma":[0.9980445,0.000015829568,0.0005601939,0.0004215448,0.00095484225,0.00000308943],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00016187434,0.00036216382,0.0003464497,0.0008619455,0.00014102992,0.00038882872,0.00043367015,0.00059730705,0.00019889613],"category_scores_gemma":[0.00013562776,0.0002511537,0.00007247925,0.00056369853,0.00015413678,0.0007647355,0.00011422424,0.0005947227,0.00022096666],"study_design_candidate":"theoretical_or_conceptual","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":[0.000018709834,0.000011682631,0.00023028931,0.00011910303,0.000021089205,0.00010341647,0.000012986496,0.000004936397,0.000011104947,0.97732824,0.021076838,0.0010616032],"study_design_scores_gemma":[0.0014249597,0.0000146328475,0.0011281468,0.0008644704,0.00011982466,0.000042155087,0.0025815892,0.000064127365,0.000023103044,0.38198724,0.6109184,0.0008313165],"about_ca_topic_score_codex":0.00010497757,"about_ca_topic_score_gemma":0.00036951693,"teacher_disagreement_score":0.74934405,"about_ca_system_score_codex":0.00007214646,"about_ca_system_score_gemma":0.000036962447,"threshold_uncertainty_score":0.9999941},"labels":[],"label_agreement":null},{"id":"W2229161197","doi":"10.13140/rg.2.2.36428.87684","title":"Amélioration des processus de gestion des petits et des moyens projets dans une société d’ingénierie canadienne","year":2018,"lang":"fr","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Philosophy","score_opus":0.04118548728909672,"score_gpt":0.2623763693206455,"score_spread":0.2211908820315488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2229161197","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8377325,0.00064485526,0.039856754,0.0075164996,0.00080475304,0.0004917675,0.000007972407,0.00027153126,0.112673365],"genre_scores_gemma":[0.98383504,0.00015649844,0.0037091116,0.00095180114,0.0015977923,0.00005523183,0.00014807298,0.00006209036,0.009484378],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979166,0.000050027833,0.0004783466,0.00046075435,0.00020775957,0.0008865525],"domain_scores_gemma":[0.9967187,0.000038370687,0.0003128658,0.0002055042,0.0026764714,0.00004806028],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0009264826,0.00037819086,0.00024198425,0.00030117735,0.0013976289,0.0008529133,0.00022076204,0.0003108753,0.00080095005],"category_scores_gemma":[0.0006166164,0.00038402947,0.000056892088,0.0024676966,0.0013318541,0.0058855526,0.000088177636,0.0002453493,0.00020320785],"study_design_candidate":"observational","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":[0.0002630694,0.00078653527,0.15867366,0.0064991857,0.0001854025,0.00005617577,0.013903385,0.001281938,0.01053676,0.43871444,0.010055044,0.3590444],"study_design_scores_gemma":[0.0014343354,0.00025544935,0.7361506,0.002181468,0.00042555464,0.00006383633,0.010694959,0.032868188,0.0042723594,0.15894125,0.051340293,0.0013716622],"about_ca_topic_score_codex":0.07081121,"about_ca_topic_score_gemma":0.32517126,"teacher_disagreement_score":0.577477,"about_ca_system_score_codex":0.00047413868,"about_ca_system_score_gemma":0.00031185735,"threshold_uncertainty_score":0.9999024},"labels":[],"label_agreement":null},{"id":"W2229224874","doi":"10.1007/978-3-322-90232-0_9","title":"Multinational Enterprises and Clusters: An Organizing Framework","year":2003,"lang":"en","type":"book-chapter","venue":"Gabler Verlag eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":92,"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 Calgary","funders":"","keywords":"Multinational corporation; Business; Economic geography; Geography","score_opus":0.026549513586404373,"score_gpt":0.22304421918288367,"score_spread":0.1964947055964793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2229224874","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0017737896,0.00011993084,0.0016547481,0.00024549782,0.0008147073,0.00033161338,0.000007800381,0.00019573308,0.9948562],"genre_scores_gemma":[0.2745414,0.000058089983,0.0066640093,0.02745695,0.007258249,0.000058070833,0.0008170801,0.00060098583,0.6825451],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985464,0.000005334135,0.00038113503,0.00049497525,0.00030723252,0.00026492157],"domain_scores_gemma":[0.9988893,0.00003475225,0.00036781843,0.000292158,0.00039774514,0.000018173627],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00020140316,0.00040793302,0.0003094717,0.00035011288,0.00030762318,0.00052993995,0.00019313075,0.00047140464,0.0009998963],"category_scores_gemma":[0.000048814254,0.00041903232,0.000054489345,0.000055838842,0.00011523304,0.0008531848,0.0001361385,0.00043882336,0.00017545359],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000450124,0.000026604304,0.0004407978,0.00031472542,0.000067876266,0.000018712346,0.00006337615,0.000009316339,0.00008761978,0.98587567,0.0037072722,0.009343048],"study_design_scores_gemma":[0.0006049529,0.000020742767,0.0007966279,0.00065232563,0.00015349714,0.000013175261,0.00007354009,0.00038078902,0.000027433587,0.15351728,0.8428364,0.00092326204],"about_ca_topic_score_codex":0.00003609376,"about_ca_topic_score_gemma":0.000021897251,"teacher_disagreement_score":0.8391291,"about_ca_system_score_codex":0.00004009662,"about_ca_system_score_gemma":0.00003791701,"threshold_uncertainty_score":0.99991333},"labels":[],"label_agreement":null},{"id":"W2230248436","doi":"","title":"De l'intuition au projet d'entreprise : une nouvelle approche pour la conception de projets d'affaires","year":2010,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.016064841691161725,"score_gpt":0.24505405444584785,"score_spread":0.22898921275468612,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2230248436","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71386445,0.00014378096,0.030534929,0.2228943,0.0013000997,0.00086720334,0.00012171714,0.00032678878,0.029946765],"genre_scores_gemma":[0.8717279,0.0025511829,0.03177164,0.002616585,0.005673654,0.00058223377,0.0018222128,0.00017211598,0.0830825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99720013,0.00032686745,0.00079450326,0.00080382155,0.00024114082,0.00063350855],"domain_scores_gemma":[0.9953299,0.002381727,0.0009182316,0.00045208313,0.0008268983,0.00009111783],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0024464335,0.00049037376,0.00036674883,0.0004998597,0.00022044432,0.0011219226,0.0004530806,0.0007043544,0.003795636],"category_scores_gemma":[0.0055574696,0.00059549266,0.00021832263,0.0005088605,0.000401881,0.0025583822,0.00023623508,0.001251105,0.0008069227],"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":[0.00039951692,0.0018724641,0.14567521,0.0014323835,0.00025606732,0.00014493625,0.0022924426,0.015871963,0.008493445,0.48422667,0.07264728,0.2666876],"study_design_scores_gemma":[0.002597086,0.000033452972,0.18348646,0.0018907504,0.00023176528,0.00037960013,0.0008206582,0.1228882,0.0008011724,0.061868716,0.62395877,0.0010433735],"about_ca_topic_score_codex":0.002837254,"about_ca_topic_score_gemma":0.0009987471,"teacher_disagreement_score":0.5513115,"about_ca_system_score_codex":0.0008221364,"about_ca_system_score_gemma":0.00093411293,"threshold_uncertainty_score":0.9999711},"labels":[],"label_agreement":null},{"id":"W2232888984","doi":"","title":"An Information Processing Model of Information Systems Impact on Interorganizational Coordination","year":2002,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"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 Calgary","funders":"","keywords":"Information processing; Information system; Speculation; Computer science; Information processing theory; Knowledge management; Information technology; Independence (probability theory); Context (archaeology); Business; Engineering; Psychology","score_opus":0.01062517916449952,"score_gpt":0.21585454330803236,"score_spread":0.20522936414353285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2232888984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6113209,0.00008411004,0.38037124,0.0006561674,0.00029246387,0.0002778054,0.000005261905,0.00010460326,0.0068874597],"genre_scores_gemma":[0.9992684,0.000026841984,0.00003618918,0.00021741076,0.00027045162,0.0000036659387,0.00013909924,0.000009475184,0.000028453998],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986337,0.000008669427,0.0004846457,0.00005981407,0.00032543892,0.0004877502],"domain_scores_gemma":[0.9981769,0.0000048616735,0.0007205827,0.00008228737,0.0010068632,0.000008503874],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006918982,0.00013039848,0.00012105594,0.00057021505,0.0002086627,0.0004774589,0.00016094804,0.00007783358,0.000034324417],"category_scores_gemma":[0.000059261965,0.00010816649,0.000035078276,0.00067371526,0.000018556462,0.0165793,0.000011974071,0.00042781417,0.00006744744],"study_design_candidate":"simulation_or_modeling","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":[0.0000896608,0.00010752818,0.0021319694,0.00011907302,0.000034889956,6.215141e-8,0.00018513558,0.20910832,0.0003500219,0.747306,0.00037415337,0.04019317],"study_design_scores_gemma":[0.00053215254,0.00007765122,0.0016378218,0.000055759338,0.000019272977,0.000016172637,0.00070110545,0.9809642,0.000023866964,0.015580956,0.0002487413,0.0001423154],"about_ca_topic_score_codex":0.000054119857,"about_ca_topic_score_gemma":0.0000071866757,"teacher_disagreement_score":0.77185583,"about_ca_system_score_codex":0.0003251933,"about_ca_system_score_gemma":0.00021254741,"threshold_uncertainty_score":0.9971753},"labels":[],"label_agreement":null},{"id":"W2235157304","doi":"10.7202/1035415ar","title":"Les PME axées sur la durabilité et à forte croissance : une approche par les paradoxes1","year":2016,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science; Art","score_opus":0.02411452704470487,"score_gpt":0.24659845464308403,"score_spread":0.22248392759837915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2235157304","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6098623,0.00092529773,0.01439688,0.36278617,0.0006463387,0.00036342695,0.000061566505,0.00018554364,0.010772439],"genre_scores_gemma":[0.908177,0.010415276,0.0038863376,0.0014250203,0.001257652,0.0001844982,0.00026691475,0.0001036818,0.074283585],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99735135,0.00027707627,0.0008915441,0.00080825156,0.00022391758,0.000447855],"domain_scores_gemma":[0.9929273,0.0050331997,0.0008641899,0.00047583817,0.000645826,0.000053633834],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001591562,0.00048688316,0.00042466386,0.00035501603,0.00019375049,0.000756481,0.00046491312,0.00046336054,0.0010059318],"category_scores_gemma":[0.0045022154,0.0004698656,0.00022645644,0.00040657804,0.00040014158,0.003612687,0.0002283234,0.0005584578,0.00039921957],"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":[0.00024670846,0.0006901874,0.26912794,0.0008782799,0.00021185663,0.00006559008,0.00022501819,0.0059819184,0.0023826188,0.45619297,0.020862862,0.24313405],"study_design_scores_gemma":[0.0016046362,0.000019594117,0.38698238,0.0022683963,0.000096802425,0.00008213134,0.00006505812,0.0043174196,0.000397037,0.03035049,0.5731749,0.0006411788],"about_ca_topic_score_codex":0.002129621,"about_ca_topic_score_gemma":0.0007307373,"teacher_disagreement_score":0.552312,"about_ca_system_score_codex":0.00027196505,"about_ca_system_score_gemma":0.00016371738,"threshold_uncertainty_score":0.99990726},"labels":[],"label_agreement":null},{"id":"W2236859702","doi":"10.7202/1024270ar","title":"L’apport d’internet aux petites entreprises (PE) touristiques dans la construction de leur positionnement stratégique : le cas des hébergeurs","year":2014,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Political science; Art","score_opus":0.016313378611137918,"score_gpt":0.24323882901346544,"score_spread":0.22692545040232753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2236859702","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7925341,0.00040322606,0.09121482,0.08311301,0.000854925,0.00037891718,0.00004862169,0.0002651613,0.031187186],"genre_scores_gemma":[0.9245977,0.006518198,0.019935617,0.0015633279,0.0019947612,0.00014344108,0.0007443885,0.00011062914,0.044391926],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99700886,0.0005110237,0.0009394151,0.000787927,0.00023047673,0.000522299],"domain_scores_gemma":[0.99573076,0.0020260252,0.0008656797,0.0004003822,0.0008850877,0.00009208742],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002100574,0.00051866187,0.00041770824,0.00047339874,0.00024235682,0.001316896,0.00040836955,0.00043167715,0.0011534805],"category_scores_gemma":[0.0030241616,0.00065176416,0.00023732905,0.00031144326,0.0005715191,0.0025493454,0.00022113929,0.0006724378,0.00025448063],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000120641074,0.00061207486,0.29526475,0.00059344183,0.00019209908,0.0000905537,0.0005145148,0.014293807,0.00085845956,0.6440444,0.006652104,0.036763165],"study_design_scores_gemma":[0.0021545806,0.00008138283,0.5088471,0.0029290426,0.00032384935,0.00094523164,0.0008575958,0.05216288,0.0019669067,0.12646568,0.30206457,0.0012011456],"about_ca_topic_score_codex":0.0067571253,"about_ca_topic_score_gemma":0.0016194894,"teacher_disagreement_score":0.5175787,"about_ca_system_score_codex":0.00084338477,"about_ca_system_score_gemma":0.00048014062,"threshold_uncertainty_score":0.99985695},"labels":[],"label_agreement":null},{"id":"W2238638210","doi":"","title":"Cas en management stratégique, volume 2 : Autour de la mise en oeuvre","year":2014,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Management; Art","score_opus":0.00968482214017569,"score_gpt":0.2203346803236407,"score_spread":0.21064985818346502,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2238638210","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.111171864,0.0011383619,0.2414421,0.062711604,0.0011863796,0.001302994,0.000043389802,0.00068411016,0.58031917],"genre_scores_gemma":[0.8713362,0.0010333509,0.032505166,0.0007557423,0.00044485848,0.00017070198,0.0011153037,0.00014045458,0.09249822],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99172044,0.0045834985,0.0010527066,0.0012028834,0.0006263005,0.00081419066],"domain_scores_gemma":[0.9927784,0.0010646799,0.0011288712,0.0020987648,0.0028359462,0.00009330915],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.014047822,0.0007613848,0.000632022,0.00052376965,0.00074855523,0.0021928148,0.0019036783,0.0009410176,0.0015887179],"category_scores_gemma":[0.0012337868,0.0008869024,0.00031203986,0.0010860385,0.00042553566,0.00097400334,0.0018040086,0.0013841473,0.00078962423],"study_design_candidate":"theoretical_or_conceptual","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":[0.00003207884,0.00082240475,0.011388114,0.00207527,0.00023012687,0.000043043587,0.0023021132,0.00077185343,0.0004531592,0.8978586,0.010645633,0.07337759],"study_design_scores_gemma":[0.0012264671,5.6119853e-7,0.16879034,0.0044549988,0.00036797012,0.000025087267,0.0004523275,0.067996375,0.000990045,0.030679012,0.7237719,0.001244861],"about_ca_topic_score_codex":0.0055593983,"about_ca_topic_score_gemma":0.0012002828,"teacher_disagreement_score":0.86717963,"about_ca_system_score_codex":0.00036504335,"about_ca_system_score_gemma":0.00026646146,"threshold_uncertainty_score":0.9999884},"labels":[],"label_agreement":null},{"id":"W2246687937","doi":"10.1504/wremsd.2016.073431","title":"An alternative typology for teamwork","year":2015,"lang":"en","type":"article","venue":"World Review of Entrepreneurship Management and Sustainable Development","topic":"Business Strategy and Innovation","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 Montréal; Université Laval","funders":"","keywords":"Typology; Teamwork; Computer science; Process management; Engineering; Sociology; Management; Economics","score_opus":0.030691156281542852,"score_gpt":0.26768439043968256,"score_spread":0.23699323415813972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2246687937","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17769259,0.06721845,0.021174451,0.02191769,0.0038098355,0.018496925,0.00000799895,0.00097176264,0.6887103],"genre_scores_gemma":[0.94880867,0.0035526464,0.015508105,0.010138717,0.0008315609,0.00088091556,0.0004880149,0.000084575106,0.019706776],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846417,0.000020692445,0.0005022967,0.00037406303,0.00022911734,0.00040966697],"domain_scores_gemma":[0.99874556,0.000021145785,0.00033135153,0.00025556504,0.0006182989,0.000028073691],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012931919,0.00021443881,0.0003340176,0.000440942,0.00015163435,0.0000956571,0.000259766,0.000032203545,0.00007529315],"category_scores_gemma":[0.00008130058,0.00019084878,0.00004223449,0.0008745833,0.00005951317,0.00077984267,0.00020234972,0.000064509346,0.000015377436],"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":[0.00010279034,0.0001687141,0.008893027,0.018196004,0.000085317,0.000021671318,0.00009676274,0.00003404001,0.0000028590923,0.93196976,0.01384477,0.026584286],"study_design_scores_gemma":[0.0009770532,0.000024227953,0.007876143,0.0015386981,0.00013362046,0.0000011699003,0.002163252,0.000119871765,0.000071138165,0.019968411,0.9667499,0.00037651692],"about_ca_topic_score_codex":0.000035899488,"about_ca_topic_score_gemma":0.000019717008,"teacher_disagreement_score":0.9529051,"about_ca_system_score_codex":0.00005368199,"about_ca_system_score_gemma":0.000047379875,"threshold_uncertainty_score":0.7782587},"labels":[],"label_agreement":null},{"id":"W2253006048","doi":"10.5430/jms.v7n1p65","title":"Role of the Public Sector in Agricultural Coopetition: Place-based Marketing in Post-WTO Rural Taiwan","year":2016,"lang":"en","type":"article","venue":"Journal of Management and Strategy","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coopetition; Protectionism; Business; Subsidy; Agriculture; Government (linguistics); Liberalization; Market access; General partnership; Tariff; International trade; Economics; Market economy; Finance","score_opus":0.010425047532169633,"score_gpt":0.18787271536706773,"score_spread":0.1774476678348981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2253006048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9810745,0.00012322096,0.000018389597,0.0054005794,0.0001516845,0.00015958847,0.0000012020691,0.00000641647,0.013064411],"genre_scores_gemma":[0.999421,0.00002145012,0.000027524424,0.00018353676,0.00019488895,0.000003744481,0.000003249107,0.0000065720383,0.0001380617],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99893373,0.000039192204,0.00050511275,0.00009668208,0.00023895799,0.0001863498],"domain_scores_gemma":[0.9991072,0.00003042898,0.000498318,0.000084211075,0.00027117884,0.00000866504],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008165141,0.00012352967,0.00017904445,0.0003691793,0.00006455825,0.00014533866,0.00019760002,0.000050711893,0.00015696335],"category_scores_gemma":[0.000050798008,0.00006579016,0.00005314768,0.00072704745,0.00005202018,0.0012920436,0.000059898957,0.00012283726,0.0000028311572],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00176623,0.00070177217,0.6122622,0.001140027,0.00017172043,0.000081853876,0.00008813145,0.0007966727,0.030281227,0.25261244,0.0025586162,0.09753915],"study_design_scores_gemma":[0.0017619707,0.000026311109,0.99258596,0.0004353061,0.000020256775,0.0000051559236,0.0017496932,0.00021630619,0.00007283385,0.0013168793,0.0016875745,0.000121739096],"about_ca_topic_score_codex":0.00003312745,"about_ca_topic_score_gemma":0.00026176102,"teacher_disagreement_score":0.3803238,"about_ca_system_score_codex":0.00003727629,"about_ca_system_score_gemma":0.00002955051,"threshold_uncertainty_score":0.2682845},"labels":[],"label_agreement":null},{"id":"W2256054036","doi":"10.59876/a-bnzx-edxp","title":"Action organisationnelle et isomorphisme institutionnel: Une grande banque française face à Internet","year":2006,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Action (physics); Sociology; The Internet; Situated; Public relations; Business; Political science; Geography; Computer science; Archaeology","score_opus":0.0211338710829477,"score_gpt":0.23005285954089136,"score_spread":0.20891898845794366,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256054036","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2700917,0.00002474686,0.21702595,0.022985557,0.003917843,0.0006297265,0.000011419086,0.00061428396,0.48469877],"genre_scores_gemma":[0.9902944,0.0000117070595,0.0005825508,0.0025707062,0.0010211561,0.000050134713,0.0010705717,0.000027261649,0.0043715225],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986497,0.0000074892396,0.0003908122,0.00034070713,0.00041354497,0.0001977344],"domain_scores_gemma":[0.9993162,0.000011471587,0.00024602722,0.00017375164,0.0002453313,0.0000071731215],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00024234278,0.00021063111,0.00012756535,0.00047330162,0.00017279449,0.00044251804,0.00033076675,0.00007692049,0.0014338392],"category_scores_gemma":[0.000017057851,0.00021545269,0.000061589024,0.00069527427,0.00006229235,0.0022154758,0.00016378396,0.00014297685,0.0009788013],"study_design_candidate":"theoretical_or_conceptual","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":[0.00006275649,0.00022853572,0.0073052775,0.00007152955,0.000065925866,0.000015310716,0.000037189595,0.0031060784,0.00036762646,0.93640363,0.050151728,0.0021844264],"study_design_scores_gemma":[0.002302322,0.000010559708,0.16233034,0.000095043586,0.00007626336,0.00000755721,0.000519125,0.01771286,0.00039526809,0.04360672,0.7723925,0.00055139966],"about_ca_topic_score_codex":0.0023752616,"about_ca_topic_score_gemma":0.0006516103,"teacher_disagreement_score":0.8927969,"about_ca_system_score_codex":0.00008491607,"about_ca_system_score_gemma":0.000011218949,"threshold_uncertainty_score":0.9997991},"labels":[],"label_agreement":null},{"id":"W2256111520","doi":"10.2139/ssrn.886108","title":"Positional Advantage in Networks","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Artificial intelligence","score_opus":0.0045176922916210175,"score_gpt":0.19681745456428468,"score_spread":0.19229976227266365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2256111520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8863036,0.001552245,0.047611352,0.0040885136,0.00073887757,0.00018202658,6.166191e-7,0.000099251374,0.05942353],"genre_scores_gemma":[0.99652517,0.00008701761,0.00002562286,0.00051077094,0.0024087697,0.0000031216414,0.000042638214,0.000014434503,0.00038245428],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983925,0.0000062810004,0.000257398,0.00011750779,0.00014799838,0.0010782736],"domain_scores_gemma":[0.999675,0.000007920068,0.00015078398,0.00005815641,0.00010504988,0.0000031058337],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000699927,0.00010623314,0.00009668555,0.00024757502,0.00015337979,0.00015434592,0.00012450089,0.00006295662,0.00008680126],"category_scores_gemma":[0.000009142581,0.00009955355,0.000040552044,0.0005837836,0.000020904148,0.0012411335,0.000020687885,0.0008704905,0.000051658677],"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":[0.0000366363,0.00006007088,0.024423601,0.0000046386835,0.0000073945284,0.0000066748553,6.889505e-7,0.003031453,0.00013072137,0.9688968,0.00030796928,0.0030933314],"study_design_scores_gemma":[0.0010736618,0.000017284754,0.14483392,0.00003397412,0.000016944801,0.00011938673,0.00018966089,0.0078112963,0.0000061986852,0.8382135,0.0074223517,0.00026181366],"about_ca_topic_score_codex":0.00031210878,"about_ca_topic_score_gemma":0.0014735566,"teacher_disagreement_score":0.13068332,"about_ca_system_score_codex":0.0002073664,"about_ca_system_score_gemma":0.00017683284,"threshold_uncertainty_score":0.4059676},"labels":[],"label_agreement":null},{"id":"W2258410466","doi":"10.59876/a-ay05-mzwx","title":"Partenariat vertical et gain coopératif pour les fournisseurs","year":2001,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Closeness; General partnership; Business; Empirical research; Computer science; Regional science; Industrial organization; Knowledge management; Operations research; Microeconomics; Sociology; Economics; Mathematics; Statistics; Finance","score_opus":0.04152014242972695,"score_gpt":0.2689533309532322,"score_spread":0.22743318852350525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2258410466","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14544766,0.000016122454,0.03806199,0.041413095,0.0016009763,0.00027356666,0.0000022699644,0.00026887216,0.7729155],"genre_scores_gemma":[0.987736,0.000022441493,0.000606832,0.0057985443,0.0010406966,0.000037410013,0.00019870397,0.000022462078,0.0045369403],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988636,0.000007777419,0.00028151937,0.00026026147,0.0003695825,0.00021729675],"domain_scores_gemma":[0.999515,0.00001926751,0.00008730251,0.00015223207,0.00021727404,0.000008943745],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030301054,0.0001594928,0.00010629662,0.00029183025,0.00013825574,0.00042762968,0.0003181961,0.00005460852,0.0021205614],"category_scores_gemma":[0.000043965945,0.00015163732,0.000054205015,0.00037348227,0.00003427653,0.0011276291,0.00017003053,0.00012624741,0.00093190605],"study_design_candidate":"theoretical_or_conceptual","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":[0.00007716026,0.00018973147,0.035754696,0.00003297781,0.00009496805,0.000069546215,0.0000072910807,0.00070921687,0.0001464603,0.9104055,0.04319165,0.00932076],"study_design_scores_gemma":[0.0014629108,0.000010159915,0.14499906,0.0000795998,0.00006996929,0.0000114308,0.00041123352,0.03753596,0.000055095345,0.021912068,0.79302764,0.00042490548],"about_ca_topic_score_codex":0.00008390217,"about_ca_topic_score_gemma":0.00002989863,"teacher_disagreement_score":0.8884935,"about_ca_system_score_codex":0.00003223037,"about_ca_system_score_gemma":0.000007748739,"threshold_uncertainty_score":0.999846},"labels":[],"label_agreement":null},{"id":"W2258560465","doi":"","title":"Presentation analytique de l'accord Nord-Americain de cooperation dans le domaine du travail (ANACT)","year":2002,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science; Humanities; Art","score_opus":0.02863120231401088,"score_gpt":0.2795880340194567,"score_spread":0.2509568317054458,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2258560465","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87349147,0.00022945947,0.0043996717,0.0070859287,0.0005520267,0.001224683,0.00002454001,0.0000953822,0.11289685],"genre_scores_gemma":[0.9770934,0.008775615,0.0012285904,0.0006112331,0.0017756167,0.00031681883,0.0005657201,0.000120356766,0.009512667],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9958156,0.0003990848,0.001178496,0.001071313,0.00032549058,0.0012100326],"domain_scores_gemma":[0.9975093,0.00029807113,0.0006278484,0.0007402019,0.00074765825,0.000076915865],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0039419723,0.0005280475,0.00064151426,0.000978966,0.0007372754,0.001092342,0.00074509485,0.00069852546,0.0006289916],"category_scores_gemma":[0.0009138652,0.0006483609,0.00018329022,0.0011612568,0.00059474556,0.0018010018,0.00046956516,0.0016606097,0.00009372892],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000776057,0.0017854854,0.3256281,0.0020709236,0.0004223836,0.00020303697,0.0012538268,0.22231308,0.0076238415,0.09597508,0.0029478243,0.33900037],"study_design_scores_gemma":[0.0023484149,0.00010300252,0.30529794,0.00053239835,0.000078393365,0.00003264467,0.003574905,0.5748666,0.0005816663,0.0044474006,0.10686332,0.0012733343],"about_ca_topic_score_codex":0.0077291,"about_ca_topic_score_gemma":0.0046245703,"teacher_disagreement_score":0.3525535,"about_ca_system_score_codex":0.0018496873,"about_ca_system_score_gemma":0.0008516492,"threshold_uncertainty_score":0.9999446},"labels":[],"label_agreement":null},{"id":"W2264768107","doi":"","title":"Algorithmic Foundations for Business Strategy","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"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 Toronto","funders":"","keywords":"Sophistication; Computer science; Set (abstract data type); Adaptation (eye); Management science; Key (lock); Strategic management; Strategic planning; Competitive advantage; Business; Economics; Marketing","score_opus":0.020064913493751564,"score_gpt":0.24678022867518787,"score_spread":0.2267153151814363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2264768107","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10596587,0.0003556677,0.86466545,0.018611629,0.0014309826,0.0005396461,0.00000626869,0.00019905376,0.008225464],"genre_scores_gemma":[0.9937658,0.0002372435,0.0001460476,0.0003487742,0.0033736262,0.000030624775,0.000025403258,0.00003505375,0.0020374618],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.997958,0.000006028163,0.0003142874,0.00019413416,0.0001678402,0.0013596815],"domain_scores_gemma":[0.9986873,0.000034010234,0.00027699818,0.00012872636,0.00086429674,0.000008634591],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009146991,0.00016286115,0.00014232023,0.00026250465,0.0004471967,0.00028904632,0.00023721076,0.000079649006,0.000128759],"category_scores_gemma":[0.00013698403,0.00011179628,0.00007222995,0.0006671676,0.00004952409,0.00237455,0.00002579464,0.00031278777,0.00015829898],"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":[0.00004463375,0.00004029745,0.0005311013,0.000017264547,0.000044333512,5.4861107e-7,0.0000015792317,0.000022347993,0.0013301366,0.8672303,0.0005731771,0.13016428],"study_design_scores_gemma":[0.0017166705,0.000038329767,0.006687997,0.000050413924,0.00006047556,0.000062201325,0.00020503605,0.00039265136,0.00004165551,0.9249738,0.065459855,0.00031092786],"about_ca_topic_score_codex":0.00007377767,"about_ca_topic_score_gemma":0.00032128586,"teacher_disagreement_score":0.8877999,"about_ca_system_score_codex":0.0002490329,"about_ca_system_score_gemma":0.00080071413,"threshold_uncertainty_score":0.455892},"labels":[],"label_agreement":null},{"id":"W2266284848","doi":"10.2139/ssrn.2565383","title":"Resource Transformation Through Alliances: The Resource-Based and Relational Rents Dilemma and Implications for the Evolution of Firm Boundaries","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; York University","funders":"","keywords":"Resource (disambiguation); Economic rent; Dilemma; Business; Industrial organization; Transformation (genetics); Resource-based view; Microeconomics; Economics; Marketing; Computer science; Competitive advantage; Mathematics","score_opus":0.034120444328925886,"score_gpt":0.247623267184223,"score_spread":0.21350282285529712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2266284848","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3545927,0.010524283,0.5038948,0.124479085,0.00025993888,0.0011953332,0.00001795045,0.00006420858,0.0049717072],"genre_scores_gemma":[0.9990524,0.00008875077,0.000079978076,0.00032611273,0.0003287279,0.000023843037,0.00003705661,0.000009326374,0.000053815926],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99908745,0.000016849983,0.00027100797,0.00009900919,0.00015961779,0.00036604062],"domain_scores_gemma":[0.9991967,0.00008982731,0.00029265782,0.00010015681,0.00031470938,0.0000059267527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014373506,0.00009044688,0.00008472581,0.00005860471,0.00097037404,0.0002518108,0.00012342555,0.00005198794,0.0000025199295],"category_scores_gemma":[0.00012942532,0.000055895125,0.00003217618,0.00031217697,0.00021681578,0.001033738,0.000014740503,0.00032037788,8.742115e-7],"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":[0.00014499163,0.000015893078,0.0039945855,0.000024563666,0.000031767035,1.2342883e-8,0.00015405801,0.00067509536,0.000027676064,0.98951566,0.0007611033,0.004654599],"study_design_scores_gemma":[0.0012572468,0.000055412347,0.0389993,0.000042411,0.00010941675,0.000019271647,0.0033839745,0.00712296,0.000008107198,0.614007,0.3348756,0.000119278724],"about_ca_topic_score_codex":0.00020644964,"about_ca_topic_score_gemma":0.00034949285,"teacher_disagreement_score":0.64445966,"about_ca_system_score_codex":0.0001463672,"about_ca_system_score_gemma":0.00048379076,"threshold_uncertainty_score":0.7463431},"labels":[],"label_agreement":null},{"id":"W2271848889","doi":"10.1002/smj.2488","title":"Resource ambidexterity through alliance portfolios and firm performance","year":2015,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":127,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Università Bocconi; World Bank Group","keywords":"Alliance; Portfolio; Business; Resource (disambiguation); Ambidexterity; Industrial organization; Revenue; Balance (ability); Scope (computer science); Marketing; Dual (grammatical number); Knowledge management; Finance; Computer science","score_opus":0.06275419079971016,"score_gpt":0.252109396829277,"score_spread":0.18935520602956685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2271848889","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.45322907,0.00027163437,0.00014588177,0.0013685767,0.00040983636,0.00016492973,4.736592e-7,0.00007708603,0.5443325],"genre_scores_gemma":[0.9948214,0.0003054358,0.00073317427,0.0018479518,0.0011113398,0.000009772635,0.000016374073,0.000022097465,0.0011324094],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985037,0.000012892408,0.00041431264,0.00027798544,0.00041508157,0.00037602536],"domain_scores_gemma":[0.99916786,0.0000047316676,0.00035765232,0.0002082615,0.0002302844,0.000031213654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007323365,0.00022985834,0.0001937367,0.00011148179,0.00034231064,0.0008564626,0.00027433786,0.00007110073,0.00018639465],"category_scores_gemma":[0.000008623578,0.00020464578,0.000039855266,0.00060403714,0.00009018322,0.0021472895,0.0001461524,0.00030193178,0.00012085214],"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":[0.00022813996,0.0001480359,0.013967119,0.0005559355,0.000109143766,0.00024445017,0.00006918096,0.00022880375,0.0000455438,0.9623389,0.0155797135,0.0064849933],"study_design_scores_gemma":[0.0033122208,0.000106465784,0.03438554,0.00038330292,0.00018421115,0.00024921578,0.004730256,0.006824892,0.000027191347,0.6285214,0.32027525,0.0010000536],"about_ca_topic_score_codex":0.000032711618,"about_ca_topic_score_gemma":0.000005573535,"teacher_disagreement_score":0.5432001,"about_ca_system_score_codex":0.000037202743,"about_ca_system_score_gemma":0.000026822356,"threshold_uncertainty_score":0.83452123},"labels":[],"label_agreement":null},{"id":"W2273939358","doi":"","title":"Company Interactions with Open Platforms","year":2007,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.03659350643034765,"score_gpt":0.26851450793139764,"score_spread":0.23192100150105,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2273939358","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.39415187,0.00005718685,0.055927813,0.005943918,0.0005666056,0.0025683183,0.0000048954516,0.00044740475,0.540332],"genre_scores_gemma":[0.98160136,0.0000014006508,0.00035488995,0.0074726376,0.0012778929,0.00007892623,0.00016438508,0.000108576525,0.008939928],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.997685,0.000011823239,0.0006109176,0.00057102874,0.00046595174,0.0006552573],"domain_scores_gemma":[0.99756205,0.00012097743,0.00064772106,0.00085023505,0.00078876154,0.000030281677],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0013929827,0.00041956847,0.00042359586,0.00034561532,0.001405875,0.0036856201,0.0028877074,0.00011827793,0.00066922494],"category_scores_gemma":[0.00004962541,0.00027236892,0.000055179524,0.0036317022,0.00026145828,0.004420346,0.0018468937,0.0003657136,0.0005654022],"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":[0.012525135,0.0029386668,0.115977556,0.0009651089,0.0009012609,0.0002991198,0.0018784106,0.021905402,0.0028658044,0.3126592,0.20310938,0.32397494],"study_design_scores_gemma":[0.0013457965,0.0000113765645,0.09945881,0.00015951773,0.00006705373,0.00005297691,0.0016301998,0.0014676673,0.000033127868,0.0008333774,0.89444715,0.0004929318],"about_ca_topic_score_codex":0.004785095,"about_ca_topic_score_gemma":0.003333373,"teacher_disagreement_score":0.69133776,"about_ca_system_score_codex":0.000070549366,"about_ca_system_score_gemma":0.0000729143,"threshold_uncertainty_score":0.9999728},"labels":[],"label_agreement":null},{"id":"W2277283878","doi":"10.2139/ssrn.2693939","title":"Product Design Outsourcing in Competitive Markets","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Business; Outsourcing; Product design; Industrial organization; Product (mathematics); Commerce; Competitive advantage; New product development; Marketing","score_opus":0.028597176156424924,"score_gpt":0.22899916233762954,"score_spread":0.2004019861812046,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2277283878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72059107,0.0032854816,0.13506937,0.016584022,0.0023916822,0.0010625839,6.740923e-7,0.00028627444,0.12072887],"genre_scores_gemma":[0.99778706,0.000061061146,0.00014295435,0.00036715486,0.0012285595,0.000005246711,0.000005471537,0.000020311663,0.00038217043],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99812627,0.000032627755,0.00027519994,0.00017566782,0.00022566273,0.0011645833],"domain_scores_gemma":[0.9993469,0.000015322377,0.00020856541,0.00009573227,0.00032327356,0.000010200312],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003489548,0.00013833138,0.00014970153,0.00033355813,0.00011557062,0.00019339348,0.00018360205,0.000044921802,0.000028973174],"category_scores_gemma":[0.0002131553,0.00012421068,0.000030549098,0.00073546194,0.000028443907,0.001422912,0.00003815933,0.0009549621,0.00010801504],"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":[0.00040159392,0.00014417371,0.026962483,0.000026983078,0.00005162444,0.00002061202,0.00009437165,0.0018157037,0.00027788302,0.9482671,0.0010137307,0.020923713],"study_design_scores_gemma":[0.00445488,0.000107356784,0.049883187,0.00021352117,0.00006892868,0.0003217105,0.008167204,0.00773734,0.0001821577,0.89805126,0.02992109,0.00089136965],"about_ca_topic_score_codex":0.0001407851,"about_ca_topic_score_gemma":0.0003255022,"teacher_disagreement_score":0.27719602,"about_ca_system_score_codex":0.0003890273,"about_ca_system_score_gemma":0.0007308825,"threshold_uncertainty_score":0.50651646},"labels":[],"label_agreement":null},{"id":"W2279463345","doi":"10.1522/24079495","title":"Conception et application d'une strategie cooperative pour le developpement durable de la region sud de Coahuila, Mexique :","year":2005,"lang":"fr","type":"book","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Biology","score_opus":0.028492412939110034,"score_gpt":0.2679393191397254,"score_spread":0.23944690620061537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2279463345","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005246758,0.0003526758,0.38827538,0.023299763,0.00017667346,0.0011578508,0.00000798931,0.0002498378,0.5812331],"genre_scores_gemma":[0.7676963,0.0010933776,0.0062314277,0.0068399613,0.0025940174,0.00039769794,0.002477199,0.00015023853,0.21251978],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970687,0.00019360645,0.00092018,0.0007730587,0.0003423784,0.00070208474],"domain_scores_gemma":[0.99697685,0.00015655925,0.00094392174,0.00038734844,0.0014940252,0.000041312847],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0015484006,0.0007191632,0.000552812,0.00035120896,0.0006430736,0.0009669348,0.00038789035,0.0010119982,0.00065697497],"category_scores_gemma":[0.000099259996,0.000766652,0.000121622965,0.00092190265,0.00039148083,0.0029700878,0.00011986275,0.00079671387,0.00056917494],"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":[0.00011026282,0.0003244373,0.0014045129,0.0006188205,0.00010791425,0.000018173714,0.00010915799,0.0071375403,0.0035909943,0.9049814,0.07390413,0.007692674],"study_design_scores_gemma":[0.002374708,0.000044130637,0.015891517,0.0010259185,0.00025013826,0.00005365093,0.001371808,0.026837204,0.001606294,0.045497406,0.9035088,0.0015384656],"about_ca_topic_score_codex":0.005823924,"about_ca_topic_score_gemma":0.0023242647,"teacher_disagreement_score":0.85948396,"about_ca_system_score_codex":0.0009686274,"about_ca_system_score_gemma":0.0035043145,"threshold_uncertainty_score":0.99947846},"labels":[],"label_agreement":null},{"id":"W2280286822","doi":"","title":"A quarter of a century of CONCUR – Report on the 2014 and 2015 editions of the Conference on Concurrency Theory","year":2016,"lang":"en","type":"article","venue":"Bulletin of the European Association for Theoretical Computer Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Concurrency; History; Quarter (Canadian coin); Milestone; Classics; Library science; Humanities; Computer science; Art; Archaeology; Programming language","score_opus":0.012397933829648183,"score_gpt":0.2172010909751107,"score_spread":0.20480315714546252,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2280286822","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44839156,0.00005094539,0.0463726,0.16915986,0.005737372,0.0026438544,0.00019676963,0.00007996417,0.32736707],"genre_scores_gemma":[0.9992298,0.000003366304,0.00005832234,0.00044443272,0.00015280921,0.0000029611767,0.0000012492407,0.000005845737,0.0001012196],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99871755,0.00016308713,0.00040141662,0.00017742834,0.00041222817,0.00012827193],"domain_scores_gemma":[0.99717426,0.00058991846,0.0010600036,0.00033263472,0.0008363628,0.0000068144454],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003768559,0.000089727604,0.00014575753,0.00005421351,0.00017858362,0.000039110877,0.00056896283,0.000027313186,0.00011905475],"category_scores_gemma":[0.0013436137,0.000039209568,0.000079486585,0.0002730859,0.0013888624,0.00008505148,0.00020632564,0.00007589112,0.000010130483],"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":[0.000026587253,0.000046521356,0.0007301857,0.000025284442,0.000009129765,7.92254e-8,0.000035560905,0.0000038131877,0.00109468,0.9887786,0.008398765,0.0008508068],"study_design_scores_gemma":[0.0027883253,0.00041812166,0.24276881,0.002274441,0.00020866861,0.000005929577,0.00024318974,0.0022255532,0.016574401,0.68919927,0.042738833,0.00055448414],"about_ca_topic_score_codex":0.0000037483726,"about_ca_topic_score_gemma":2.2372494e-7,"teacher_disagreement_score":0.55083823,"about_ca_system_score_codex":0.000015356201,"about_ca_system_score_gemma":0.000031027375,"threshold_uncertainty_score":0.5117321},"labels":[],"label_agreement":null},{"id":"W2281861659","doi":"","title":"ATTRACTION ET RETENTION DES CENTRES D'APPELS SUR LES TERRITOIRES DANS UN CONTEXTE DE MONDIALISATION: L'INNOVATION SOCIALE COMME SOURCE D'AVANTAGES CONCURENTIELS ?","year":2011,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"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 TÉLUQ","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.09627330897401215,"score_gpt":0.3013648327795267,"score_spread":0.20509152380551454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2281861659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9503502,0.00039512006,0.0016170619,0.0033192032,0.0014827414,0.001191544,0.000059124854,0.00014770245,0.041437253],"genre_scores_gemma":[0.9854886,0.0051869284,0.00038628164,0.00033878846,0.0012518883,0.00018320595,0.0015622965,0.00012180579,0.0054802196],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9955013,0.00048926997,0.0015198202,0.0010212816,0.00040881452,0.0010595344],"domain_scores_gemma":[0.99607646,0.0003594123,0.0013034608,0.0005995897,0.0016160689,0.000045009696],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0041519813,0.00059759436,0.00067785045,0.0010243775,0.0012005598,0.0011946714,0.00062698283,0.0009564941,0.0006227124],"category_scores_gemma":[0.0010693747,0.0007244103,0.00021431156,0.0009068293,0.0011371397,0.0030893788,0.00056207075,0.0017385785,0.00003863754],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0004031966,0.0007659447,0.27459827,0.0017499728,0.0003191345,0.0000247469,0.001995398,0.004086232,0.005771242,0.16527131,0.0005984536,0.54441607],"study_design_scores_gemma":[0.00265337,0.00008944348,0.7696189,0.0023511911,0.00015660211,0.000023862023,0.007590891,0.011617468,0.003004922,0.056364782,0.1449702,0.0015583307],"about_ca_topic_score_codex":0.012543857,"about_ca_topic_score_gemma":0.0067108697,"teacher_disagreement_score":0.54285777,"about_ca_system_score_codex":0.0011970033,"about_ca_system_score_gemma":0.0004857138,"threshold_uncertainty_score":0.99984217},"labels":[],"label_agreement":null},{"id":"W2282285257","doi":"10.1080/10835547.2000.12091570","title":"E-Commerce in the Real Estate Brokerage Industry","year":2000,"lang":"en","type":"article","venue":"Journal of Real Estate Practice and Education","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":35,"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":"Real estate; The Internet; Business; Quarter (Canadian coin); Marketing; Executive summary; Advertising; Finance","score_opus":0.020953536303569827,"score_gpt":0.2953428566454961,"score_spread":0.27438932034192626,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2282285257","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77006453,0.000014408043,0.0000046729942,0.015582139,0.00022602048,0.00007200469,2.4876078e-7,0.0000057939615,0.21403016],"genre_scores_gemma":[0.98169893,0.013820605,0.00018248697,0.0028417627,0.0011003846,0.0000046020864,0.000015472178,0.000011157255,0.00032458844],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991336,0.000048911177,0.00038516498,0.00009275817,0.00020146994,0.00013809065],"domain_scores_gemma":[0.9989207,0.00012111704,0.00053074904,0.00009933197,0.0003171484,0.000010956224],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011900841,0.000098342636,0.0001148763,0.00018733912,0.00012655235,0.00034191634,0.0001266437,0.00009097267,0.00010090264],"category_scores_gemma":[0.00015651106,0.0000712336,0.000022876786,0.00057401974,0.000032661424,0.0047604484,0.000010204815,0.0005594178,0.000022824372],"study_design_candidate":"design_other","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":[0.000291683,0.00038858643,0.00901143,0.000063929176,0.000013881304,0.000022286338,0.0013904303,0.00020379359,0.000062769395,0.0015429195,0.0054813246,0.981527],"study_design_scores_gemma":[0.0006231743,0.000052986325,0.38355336,0.000106906795,0.000115233204,0.00022752062,0.016498316,0.00037533522,0.0000081645985,0.0011530813,0.597102,0.00018395272],"about_ca_topic_score_codex":0.0060194386,"about_ca_topic_score_gemma":0.00012961749,"teacher_disagreement_score":0.98134303,"about_ca_system_score_codex":0.000025650854,"about_ca_system_score_gemma":0.00014988196,"threshold_uncertainty_score":0.9099631},"labels":[],"label_agreement":null},{"id":"W2283300262","doi":"10.59876/a-7sce-gb34","title":"Etapes clés du développement d'un réseau d'entreprises : proposition d'une grille d'analyse","year":2008,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Proposition; Identification (biology); Grid; Context (archaeology); Humanities; Computer science; Sociology; Welfare economics; Epistemology; Mathematics; Economics; Geography; Philosophy","score_opus":0.020531891449107227,"score_gpt":0.23170725874951587,"score_spread":0.21117536730040865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2283300262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5676464,0.000056559013,0.032466553,0.05627559,0.002928935,0.00095799216,0.000010518053,0.0006391475,0.33901834],"genre_scores_gemma":[0.99203634,0.00015385356,0.0018305893,0.0028362,0.0012478157,0.00008739725,0.00061879156,0.00002821057,0.0011608269],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981799,0.000008667322,0.00046622066,0.00042891788,0.00064523966,0.00027102148],"domain_scores_gemma":[0.99904394,0.000011273983,0.00029329114,0.00023801645,0.00040023035,0.000013263942],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002472239,0.0002451616,0.00017119129,0.00054729375,0.00041346115,0.00026057265,0.0004219784,0.000059261292,0.0018266991],"category_scores_gemma":[0.000024712233,0.00023452399,0.00010546618,0.0008061561,0.000071934446,0.0014806519,0.0003060106,0.0001125155,0.000776139],"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":[0.00033025452,0.0014093332,0.2442956,0.00029590508,0.0011972951,0.00041167028,0.00020110456,0.0020879507,0.0005892349,0.55655515,0.14286812,0.049758386],"study_design_scores_gemma":[0.002163424,0.00001948449,0.67443454,0.00009212984,0.0002011695,0.000025905527,0.00062351016,0.00901143,0.00082491554,0.012729448,0.29916126,0.0007127682],"about_ca_topic_score_codex":0.00030117712,"about_ca_topic_score_gemma":0.00003296441,"teacher_disagreement_score":0.5438257,"about_ca_system_score_codex":0.00011113558,"about_ca_system_score_gemma":0.000013449723,"threshold_uncertainty_score":0.9990858},"labels":[],"label_agreement":null},{"id":"W2287224426","doi":"10.1017/cbo9780511541704.005","title":"Univariate approaches: activation maps","year":2006,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Saskatchewan","funders":"","keywords":"Univariate; Computer science; Multivariate statistics; Machine learning","score_opus":0.04562304385727098,"score_gpt":0.17549241000063673,"score_spread":0.12986936614336575,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287224426","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012379994,0.000013288186,0.002621236,0.00008997366,0.0002813256,0.0003997189,0.00003781222,0.00028004494,0.9961528],"genre_scores_gemma":[0.012422372,0.000004811815,0.00005644222,0.00023309149,0.001109106,0.0000011118648,0.0011928105,0.00007082459,0.9849094],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987149,0.0000066386433,0.00024620246,0.0004983682,0.0002687471,0.00026511052],"domain_scores_gemma":[0.99870867,0.000017569566,0.00054034486,0.00040302722,0.00031717928,0.000013200531],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012072052,0.000415591,0.00032479584,0.00047291565,0.00029550676,0.00021247799,0.0003799903,0.0004767654,0.000014033301],"category_scores_gemma":[0.000006988356,0.00049404666,0.00013515781,0.000048230788,0.00013386959,0.0009116993,0.00025246677,0.00042492736,0.00006939237],"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":[0.00007087914,0.000014298394,0.000004433841,0.00021699214,0.000055644025,0.00002788282,0.0000022450624,0.00004929978,0.000037313715,0.90496427,0.0936344,0.00092234206],"study_design_scores_gemma":[0.0005377815,0.0000049527725,0.00012461518,0.00015595752,0.00017651211,0.0000015296972,0.000019136181,0.0005247491,0.000060683837,0.00029087992,0.9975613,0.00054189685],"about_ca_topic_score_codex":0.00081697764,"about_ca_topic_score_gemma":0.0000035434819,"teacher_disagreement_score":0.9046734,"about_ca_system_score_codex":0.00013849259,"about_ca_system_score_gemma":0.000057134333,"threshold_uncertainty_score":0.9997511},"labels":[],"label_agreement":null},{"id":"W2287388602","doi":"10.1002/cjas.1351","title":"Do firms with more alliance experience outperform others with less? A three‐level sigmoid model and the moderating effects of diversification","year":2015,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Alliance; Diversification (marketing strategy); Moderation; Sigmoid function; Business administration; Business; Political science; Psychology; Marketing; Social psychology; Computer science; Artificial intelligence","score_opus":0.14281539350143702,"score_gpt":0.29108948632427384,"score_spread":0.14827409282283682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2287388602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852868,0.00018055219,0.009982035,0.0017677427,0.00010940356,0.00030609415,0.000006341953,0.0000062394806,0.0023548154],"genre_scores_gemma":[0.9935111,0.000006087375,0.0060487175,0.0002632916,0.0001127834,0.000015538006,0.00000261226,0.000008565337,0.000031342282],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99842626,0.000031750693,0.00043195303,0.00033222506,0.00032714766,0.00045068676],"domain_scores_gemma":[0.9977475,0.00010817552,0.0008703811,0.00014517432,0.0009488259,0.00017995691],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0017056146,0.00021392407,0.00027195876,0.00026918206,0.0011987381,0.0007277053,0.00057134224,0.00006419642,0.0000057382467],"category_scores_gemma":[0.00050184596,0.00013631172,0.00003624516,0.0014399781,0.006410707,0.0030464656,0.000016064536,0.00017704054,4.3535638e-7],"study_design_candidate":"simulation_or_modeling","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":[0.0013149396,0.00012136416,0.22750314,0.0007215933,0.00010675857,0.00025056844,0.073541276,0.11317817,0.0011743605,0.575588,0.00013104746,0.006368808],"study_design_scores_gemma":[0.005477205,0.005135554,0.095370136,0.0023829753,0.0003059795,0.0012425479,0.19182223,0.63429964,0.0025700382,0.059684187,0.00023316038,0.0014763275],"about_ca_topic_score_codex":0.007911779,"about_ca_topic_score_gemma":0.22888318,"teacher_disagreement_score":0.5211215,"about_ca_system_score_codex":0.00019140053,"about_ca_system_score_gemma":0.0033443645,"threshold_uncertainty_score":0.9986946},"labels":[],"label_agreement":null},{"id":"W2289978163","doi":"10.7202/1046563ar","title":"Dynamique d’évolution d’une stratégie collective entre PME : le cas des vignerons du Pic Saint-Loup","year":2018,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.017046448300553706,"score_gpt":0.23104283930091452,"score_spread":0.2139963910003608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2289978163","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1378766,0.00052215945,0.069490395,0.044407595,0.010532914,0.0010938738,0.000058874048,0.00031600124,0.73570156],"genre_scores_gemma":[0.95261174,0.0001526525,0.0010836225,0.0012488988,0.0031370695,0.00008152403,0.00048238796,0.000054053544,0.041148074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762404,0.000032998516,0.0006075607,0.00063866004,0.00052857323,0.00056814816],"domain_scores_gemma":[0.99787515,0.000036733963,0.00042754522,0.0002809608,0.0013506556,0.000028939454],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004597346,0.0004212206,0.00024967236,0.0006829509,0.0008427134,0.0008792444,0.0005600028,0.00019664985,0.00297606],"category_scores_gemma":[0.000077157594,0.0004848062,0.00013237052,0.001565428,0.00059920177,0.0030100576,0.00041075077,0.0002472267,0.0014169419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019936237,0.0008015807,0.027173707,0.00055394013,0.0006575546,0.00008316853,0.0002427612,0.0004957412,0.00015028892,0.8847979,0.04837607,0.036467966],"study_design_scores_gemma":[0.002655808,0.00010953755,0.32131025,0.000846176,0.00030224174,0.00002393071,0.0024855472,0.07344226,0.00014357369,0.08087358,0.51686424,0.00094287825],"about_ca_topic_score_codex":0.010083563,"about_ca_topic_score_gemma":0.005194997,"teacher_disagreement_score":0.8147351,"about_ca_system_score_codex":0.0012956033,"about_ca_system_score_gemma":0.000115102885,"threshold_uncertainty_score":0.9997604},"labels":[],"label_agreement":null},{"id":"W2290257315","doi":"10.3917/riges.404.0093","title":"Comment tirer profit de la transformation numérique ?","year":2016,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.015617210368963982,"score_gpt":0.2323391819561708,"score_spread":0.2167219715872068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290257315","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06462396,0.00046939132,0.055666257,0.8563876,0.0011598379,0.000375032,0.000006404775,0.0001460697,0.02116541],"genre_scores_gemma":[0.9928551,0.00021511623,0.00020995215,0.0023862156,0.0006191027,0.000043031618,0.00005913294,0.000021562248,0.0035907917],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99908566,0.00005872357,0.00027885358,0.00016084877,0.0001489395,0.00026694342],"domain_scores_gemma":[0.99939924,0.000060045146,0.0001606602,0.00012140876,0.00024734373,0.000011288658],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008593568,0.00015741451,0.000110235145,0.0001396703,0.00016300193,0.00022085787,0.00008767482,0.00027904508,0.0006721],"category_scores_gemma":[0.00010099026,0.00012774131,0.00004219714,0.0003686301,0.000096270334,0.0028211556,0.000019516398,0.00014424502,0.0006985599],"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":[0.00004951033,0.000071706665,0.008245401,0.0004263896,0.000013801632,0.0000029925172,0.0001254782,0.000041373594,0.0023832787,0.868917,0.013447233,0.10627586],"study_design_scores_gemma":[0.00083479297,0.000015258285,0.05421692,0.0008812988,0.00003125768,0.000008886806,0.00010083086,0.0015359143,0.00094149506,0.010339211,0.9308597,0.000234474],"about_ca_topic_score_codex":0.00021027842,"about_ca_topic_score_gemma":0.000016955732,"teacher_disagreement_score":0.9282311,"about_ca_system_score_codex":0.00014488967,"about_ca_system_score_gemma":0.000039857427,"threshold_uncertainty_score":0.89788073},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"not_applicable","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"theoretical_or_conceptual","genre":"commentary","about_ca_system":false,"about_ca_topic":false,"confidence":"low"}],"label_agreement":"split"},{"id":"W2290861754","doi":"","title":"Cooperative Business Development: Winnipeg Pilot Project Summative Evaluation Report","year":2011,"lang":"en","type":"article","venue":"WinnSpace (University of Winnipeg)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Summative assessment; Business development; Engineering management; Business; Engineering; Operations management; Process management; Management; Marketing; Formative assessment; Sociology; Economics; Pedagogy","score_opus":0.08115666726780454,"score_gpt":0.23753241523029903,"score_spread":0.15637574796249448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2290861754","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8334692,0.00006598672,0.008950328,0.0013547265,0.00055792613,0.0012680412,0.0000061732,0.00027402327,0.15405358],"genre_scores_gemma":[0.99435127,0.000006134916,0.0028274178,0.00015422571,0.00021360251,0.000004561274,0.00027350622,0.00002882326,0.0021404529],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982628,0.000039559378,0.000327111,0.0004864536,0.00056279945,0.00032125332],"domain_scores_gemma":[0.9957325,0.000018988942,0.00073091785,0.0003539592,0.0031481402,0.000015506683],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009007878,0.00028752675,0.0003550918,0.0006175921,0.00053258264,0.00006165162,0.0003652471,0.00012859532,0.00086724485],"category_scores_gemma":[0.00017440677,0.00032355197,0.00005593905,0.0026609274,0.0002651141,0.0035474447,0.00018914443,0.00017984342,0.00019639361],"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":[0.010551176,0.00929585,0.29874113,0.005886485,0.00338723,0.0023288357,0.06283219,0.0019383724,0.040401466,0.33865947,0.109599814,0.11637797],"study_design_scores_gemma":[0.0043311124,0.00012187706,0.8868463,0.00052635616,0.00048376012,0.000040374605,0.015824929,0.0035999834,0.0016016159,0.0015138856,0.08365282,0.0014569985],"about_ca_topic_score_codex":0.0039307983,"about_ca_topic_score_gemma":0.0010486667,"teacher_disagreement_score":0.58810514,"about_ca_system_score_codex":0.000103608734,"about_ca_system_score_gemma":0.00045006035,"threshold_uncertainty_score":0.9999217},"labels":[],"label_agreement":null},{"id":"W2291545398","doi":"10.3917/riges.404.0108","title":"Le commerce en ligne","year":2016,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.01633767890117561,"score_gpt":0.2179548844607797,"score_spread":0.2016172055596041,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291545398","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06578846,0.0019670986,0.017538633,0.8577251,0.00423938,0.00025548975,0.0000063939183,0.00020831313,0.05227112],"genre_scores_gemma":[0.97151864,0.00016888932,0.00015740383,0.0014574713,0.0019294292,0.000010144012,0.000037242393,0.000022685357,0.024698077],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991577,0.000025270305,0.00023116072,0.00020782657,0.0001307702,0.000247264],"domain_scores_gemma":[0.99930406,0.000054395787,0.00015634469,0.00017256322,0.00030425124,0.000008382063],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00038425525,0.00014356148,0.000120734534,0.00013395424,0.00019032604,0.000155148,0.00011949591,0.00021416169,0.00071109616],"category_scores_gemma":[0.00019819223,0.000121891695,0.00003767163,0.00047622962,0.00008519198,0.0026748925,0.000064562315,0.000108219625,0.002905369],"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":[0.000024572111,0.000086395805,0.004988229,0.00016757187,0.000011383737,0.0000034496236,0.000011057973,0.000014593357,0.004051365,0.7491923,0.026224846,0.21522425],"study_design_scores_gemma":[0.0006148404,0.000011286845,0.14940308,0.00059009355,0.00003792591,0.00000407767,0.000037912465,0.0002765542,0.00027425837,0.008363991,0.84016466,0.00022129995],"about_ca_topic_score_codex":0.00072752556,"about_ca_topic_score_gemma":0.00007502627,"teacher_disagreement_score":0.9057302,"about_ca_system_score_codex":0.00004311079,"about_ca_system_score_gemma":0.000047174995,"threshold_uncertainty_score":0.997871},"labels":[],"label_agreement":null},{"id":"W2291972990","doi":"10.3917/riges.404.0010","title":"Est-ce le début de la fin pour le commerce de détail ?","year":2016,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.020030697615054036,"score_gpt":0.23676870963184718,"score_spread":0.21673801201679316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2291972990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46722466,0.0017707972,0.084443204,0.39894512,0.0009903027,0.00022315966,0.000008019193,0.00022073514,0.046174005],"genre_scores_gemma":[0.9761006,0.00019870132,0.0010497123,0.0013183353,0.0012598677,0.000016795191,0.000033837292,0.000032722273,0.019989377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894273,0.00008549895,0.00024169509,0.00022808283,0.00011796962,0.00038403092],"domain_scores_gemma":[0.99921906,0.00013512696,0.00019212879,0.00017583036,0.00026072797,0.000017107744],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009133529,0.00017873036,0.00013948971,0.00013101887,0.00028335414,0.00026258794,0.00015807808,0.00030243126,0.000281904],"category_scores_gemma":[0.00040887136,0.00016748092,0.000049511564,0.000422677,0.00013798747,0.0016846323,0.00006463534,0.00019804724,0.00071722805],"study_design_candidate":"theoretical_or_conceptual","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":[0.00006571988,0.0002955764,0.038441908,0.00032658826,0.000023330726,0.000017340895,0.000056299934,0.00039380428,0.020367565,0.7121859,0.05866056,0.16916542],"study_design_scores_gemma":[0.0015913416,0.000014655574,0.37991053,0.0008980715,0.00007017196,0.000025912661,0.00018083617,0.005682193,0.0013813477,0.038505018,0.5713238,0.00041612436],"about_ca_topic_score_codex":0.0055641267,"about_ca_topic_score_gemma":0.00010895348,"teacher_disagreement_score":0.6736809,"about_ca_system_score_codex":0.00010145014,"about_ca_system_score_gemma":0.00038750382,"threshold_uncertainty_score":0.9218754},"labels":[],"label_agreement":null},{"id":"W2292892299","doi":"10.59876/a-g6g9-r028","title":"Symétrie et asymétrie des alliances dans une industrie en mutation : le cas des télécommunications","year":2005,"lang":"en","type":"preprint","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Control reconfiguration; Business; CONQUEST; Industrial organization; Engineering","score_opus":0.05909126848257826,"score_gpt":0.30300427843188854,"score_spread":0.24391300994931028,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2292892299","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19967254,0.00033333566,0.06752998,0.030254213,0.0020473439,0.0012867334,0.00007800306,0.0006600222,0.6981378],"genre_scores_gemma":[0.98046494,0.0005662306,0.007968119,0.0014855769,0.0012889303,0.00032515058,0.003893271,0.00006729375,0.003940517],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99774075,0.000041498763,0.0007218868,0.00058123603,0.0005818697,0.0003327642],"domain_scores_gemma":[0.9979708,0.00006788235,0.00067425705,0.0005805864,0.0006891832,0.00001726437],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007845862,0.00042850696,0.00027673368,0.0007372384,0.0004969852,0.0011233933,0.0013437661,0.00028664153,0.00033528463],"category_scores_gemma":[0.00012794646,0.00047183476,0.00013490806,0.0009325985,0.0002755578,0.0023320727,0.0014845971,0.0006686783,0.00026738594],"study_design_candidate":"theoretical_or_conceptual","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":[0.00006317058,0.000606546,0.018903043,0.0005909931,0.0006942338,0.000044761822,0.0005322901,0.022841098,0.000046509394,0.87714803,0.0096677365,0.068861574],"study_design_scores_gemma":[0.0014863765,0.000012150332,0.49755552,0.0009378685,0.00031801977,0.000008615658,0.0029146275,0.014320533,0.00014868792,0.26972252,0.21144566,0.0011294151],"about_ca_topic_score_codex":0.0035879288,"about_ca_topic_score_gemma":0.0020748156,"teacher_disagreement_score":0.78079236,"about_ca_system_score_codex":0.0004073145,"about_ca_system_score_gemma":0.000094831186,"threshold_uncertainty_score":0.9999135},"labels":[],"label_agreement":null},{"id":"W2295776354","doi":"10.71781/10683","title":"Analyse du comportement hétérogène des usagers dans un réseau","year":2014,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science","score_opus":0.03896295192376085,"score_gpt":0.2836882906574201,"score_spread":0.24472533873365923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295776354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7701432,0.0003039884,0.001306475,0.0009951585,0.0017145623,0.0009233846,0.000015550502,0.000008592106,0.2245891],"genre_scores_gemma":[0.98038524,0.00005211857,0.0031271533,0.00032817305,0.0010366137,0.00006166696,0.0069915187,0.00007603634,0.007941499],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99707645,0.00005122445,0.0010512129,0.00081909314,0.00044536678,0.0005566272],"domain_scores_gemma":[0.99717486,0.00003906389,0.001274457,0.00048804784,0.0009849438,0.00003862848],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010957302,0.00062556175,0.0006878186,0.00040963636,0.0009958422,0.0023102101,0.0010384597,0.00038467956,0.015851196],"category_scores_gemma":[0.00011266478,0.00064137904,0.00016854079,0.0014397668,0.0002037193,0.002487186,0.0002557502,0.00034687464,0.0032763951],"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":[0.0006074798,0.0013543451,0.33854178,0.0023713496,0.001277018,0.00018226578,0.0021109583,0.0017552387,0.01035498,0.020014754,0.0038464116,0.61758345],"study_design_scores_gemma":[0.0034631258,0.000102696766,0.5526632,0.002516171,0.0025880332,0.000011014776,0.014188412,0.013969882,0.010772816,0.0020593433,0.39503926,0.0026260584],"about_ca_topic_score_codex":0.0063086227,"about_ca_topic_score_gemma":0.007242019,"teacher_disagreement_score":0.6149574,"about_ca_system_score_codex":0.00014887596,"about_ca_system_score_gemma":0.00015832481,"threshold_uncertainty_score":0.99960375},"labels":[],"label_agreement":null},{"id":"W2295981394","doi":"10.5465/amr.2015.0410","title":"Let’s Give Opportunism the Proper Back Seat","year":2016,"lang":"en","type":"article","venue":"Academy of Management Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"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 Calgary","funders":"","keywords":"Opportunism; Bounded rationality; Transaction cost; Rationality; Perspective (graphical); Economics; Microeconomics; Positive economics; Law and economics; Mathematical economics; Epistemology; Computer science; Philosophy; Artificial intelligence","score_opus":0.06922932507791754,"score_gpt":0.2704225731241396,"score_spread":0.20119324804622205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2295981394","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0018576743,0.029590512,0.0016875294,0.45580518,0.00044553098,0.0038418805,0.0000047969324,0.00019059583,0.5065763],"genre_scores_gemma":[0.4675787,0.27796346,0.0006550559,0.19682921,0.0021614472,0.00047605837,0.000055981738,0.00013296964,0.05414709],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863654,0.000020419722,0.000503214,0.00027322795,0.00032412598,0.00024249044],"domain_scores_gemma":[0.99921685,0.000021284017,0.00042098764,0.00023904975,0.00009374175,0.000008081242],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009184009,0.00019413722,0.00027800162,0.00010388527,0.00010899524,0.000047426944,0.0005247523,0.000061019204,0.0020047815],"category_scores_gemma":[0.000033707238,0.00009377182,0.00009792385,0.000636686,0.00015147487,0.0011283344,0.00027103542,0.00011045283,0.0016957517],"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":[0.000007884126,0.00003369705,0.00034962298,0.0054374365,0.00006804045,0.0000017436222,0.0000019892357,5.7167074e-7,0.00007344617,0.470637,0.20986928,0.3135193],"study_design_scores_gemma":[0.0002615181,0.0000034682387,0.0051176217,0.0032200713,0.0001593789,0.000001006282,0.000011031546,0.000007674283,0.00003547501,0.0031714858,0.98784876,0.00016252497],"about_ca_topic_score_codex":0.000011712993,"about_ca_topic_score_gemma":5.206154e-7,"teacher_disagreement_score":0.77797943,"about_ca_system_score_codex":0.000015216086,"about_ca_system_score_gemma":0.000006246317,"threshold_uncertainty_score":0.99908155},"labels":[],"label_agreement":null},{"id":"W2298578325","doi":"","title":"Time Consistency in Cooperative Differential Games: A Tutorial","year":2007,"lang":"en","type":"article","venue":"Les Cahiers du GERAD","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Group for Research in Decision Analysis; HEC Montréal","funders":"","keywords":"Consistency (knowledge bases); Rationality; Sign (mathematics); Outcome (game theory); Perspective (graphical); Time consistency; Mathematical economics; Stability (learning theory); Work (physics); Positive economics; Sequential game; Economics; Computer science; Epistemology; Game theory; Political science; Mathematics; Actuarial science; Law; Engineering; Artificial intelligence","score_opus":0.009973262620927178,"score_gpt":0.2066823363532441,"score_spread":0.1967090737323169,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2298578325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9617628,0.000029148225,0.0018129244,0.0006215434,0.0011649535,0.00020263717,0.0000017488059,0.00010221513,0.03430207],"genre_scores_gemma":[0.99565643,0.000003576181,0.00011531052,0.0008783902,0.0025730864,0.000008773216,0.00007565419,0.000018489765,0.000670275],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989543,0.000010056298,0.00033767748,0.0002369805,0.00017188645,0.00028911218],"domain_scores_gemma":[0.9994953,0.00004363243,0.00012951095,0.0001252235,0.00019707684,0.000009206274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003041058,0.00017347302,0.00020370162,0.000296566,0.00020757144,0.00017163254,0.000122856,0.0001732874,0.0005121559],"category_scores_gemma":[0.00012539499,0.00016046404,0.000045247576,0.00073205045,0.00020745362,0.0007594901,0.000032238484,0.00021716513,0.00018733903],"study_design_candidate":"theoretical_or_conceptual","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":[0.0005275313,0.00029911438,0.010896232,0.0001193461,0.00005290696,0.0001249098,0.0005646355,0.000052085325,0.011070034,0.959838,0.0066664848,0.009788772],"study_design_scores_gemma":[0.01865413,0.00017865811,0.48651972,0.00046201862,0.00029198674,0.000045271558,0.004899262,0.012177225,0.0032856914,0.048263345,0.4211907,0.0040319897],"about_ca_topic_score_codex":0.00022810225,"about_ca_topic_score_gemma":0.00014724418,"teacher_disagreement_score":0.9115746,"about_ca_system_score_codex":0.000064629974,"about_ca_system_score_gemma":0.000028314318,"threshold_uncertainty_score":0.6543534},"labels":[],"label_agreement":null},{"id":"W2300058776","doi":"10.71781/15028","title":"Innovation technico-scientifique et rationalité instrumentale dans l'utopie et la dystopie technique moderne","year":2008,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Philosophy; Physics","score_opus":0.040784392539574346,"score_gpt":0.3046509830875529,"score_spread":0.26386659054797856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2300058776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5671563,0.00011187886,0.018328233,0.002553659,0.001327962,0.0037006792,0.0001079923,0.000041058713,0.4066722],"genre_scores_gemma":[0.9041037,0.00011109909,0.014373471,0.0011723735,0.00037744813,0.0009119269,0.029412605,0.00013681034,0.049400557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965423,0.00011587521,0.0012746792,0.0010192457,0.00062050007,0.0004274085],"domain_scores_gemma":[0.996391,0.00006230256,0.0014047006,0.0005360918,0.0015865555,0.00001936874],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020238762,0.0006525882,0.0005413077,0.0009886089,0.00070992764,0.0020774684,0.00095941516,0.00086936244,0.0022149167],"category_scores_gemma":[0.00022338908,0.0007211639,0.00010668375,0.0034712828,0.00022138958,0.0065323804,0.00036059105,0.00082846166,0.0005204559],"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":[0.0002522208,0.001263727,0.0054868152,0.0011908445,0.00016477381,0.00007358745,0.0012955534,0.00057277444,0.13912727,0.7495356,0.0024800159,0.0985568],"study_design_scores_gemma":[0.0029604866,0.00007292184,0.04925174,0.0048518735,0.00032794176,0.0001506842,0.0023177257,0.0050140563,0.12174743,0.018525051,0.7917773,0.0030027865],"about_ca_topic_score_codex":0.0011788302,"about_ca_topic_score_gemma":0.0012633742,"teacher_disagreement_score":0.7892973,"about_ca_system_score_codex":0.00017947126,"about_ca_system_score_gemma":0.0007089427,"threshold_uncertainty_score":0.99952394},"labels":[],"label_agreement":null},{"id":"W2303423786","doi":"10.14288/1.0077640","title":"Golden handshakes and golden parachutes : serverance packages for corporate executives","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Business","score_opus":0.018404216212114927,"score_gpt":0.18001760502278305,"score_spread":0.1616133888106681,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2303423786","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99592763,0.00027788087,0.00065709354,0.0006671819,0.00008744092,0.00027022787,0.000040473118,0.000082536986,0.0019895532],"genre_scores_gemma":[0.9983976,0.00007553266,0.0003217735,0.0002704071,0.00012586106,7.942895e-7,0.00006591239,0.000008795865,0.00073334883],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992954,0.0000060107823,0.00011604983,0.0002850842,0.00011044994,0.00018697933],"domain_scores_gemma":[0.99923795,0.00001991953,0.00026492952,0.00012266877,0.00034182577,0.000012688842],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014824177,0.0000561772,0.00021160666,0.000059800637,0.00029957827,0.00033706645,0.00016837034,0.000083251565,0.000032640113],"category_scores_gemma":[0.000027082115,0.0001666078,0.00005232364,0.00037963336,0.00013971546,0.0018232728,0.000044614975,0.000062307205,0.000007767061],"study_design_candidate":"observational","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":[0.000098787204,0.00020939499,0.10921034,0.00054623117,0.00005078687,0.000057229605,0.00009094142,0.000018668095,0.001709715,0.0014231126,0.017466573,0.8691182],"study_design_scores_gemma":[0.0009846891,0.000030546697,0.98712903,0.00015054157,0.000039692546,0.0000056764998,0.00048636596,0.00061288057,0.0000032979447,0.008713762,0.0016467605,0.00019675336],"about_ca_topic_score_codex":0.008557657,"about_ca_topic_score_gemma":0.020020248,"teacher_disagreement_score":0.87791866,"about_ca_system_score_codex":0.000010803985,"about_ca_system_score_gemma":0.000016916341,"threshold_uncertainty_score":0.99804443},"labels":[],"label_agreement":null},{"id":"W2308096043","doi":"","title":"Managerially-held meanings of strategy-structure fit","year":2012,"lang":"en","type":"article","venue":"Saint Mary's University Institutional Repository (Saint Mary's University)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Universidad Panamericana; Université de Moncton; Western Kentucky University","keywords":"Computer science","score_opus":0.014463110111061208,"score_gpt":0.179969165803785,"score_spread":0.16550605569272378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2308096043","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7802362,0.000051131803,0.0016019585,0.0004983099,0.001509647,0.00038581033,0.00004274163,0.00024494197,0.21542926],"genre_scores_gemma":[0.9920093,0.00001994183,0.00046862956,0.00023050152,0.00088891,2.2673113e-7,0.00021257,0.000022285712,0.0061476408],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99791944,0.00006250484,0.00036740044,0.0005036744,0.0005754879,0.0005715009],"domain_scores_gemma":[0.9981999,0.000052639756,0.0005689009,0.0004202688,0.0006787915,0.000079506775],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002831084,0.00041643993,0.0004170269,0.0012556348,0.0011195404,0.00011553597,0.00071220164,0.00033520092,0.0004739824],"category_scores_gemma":[0.00005450054,0.0004889584,0.00022960911,0.0019119472,0.0005752421,0.0046481728,0.00050303317,0.00042559413,0.00007488555],"study_design_candidate":"theoretical_or_conceptual","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":[0.00066339166,0.00032549573,0.020031001,0.0003121275,0.00020540823,0.00043946187,0.000060383663,0.0023356385,0.005536794,0.9673141,0.0016051915,0.0011710044],"study_design_scores_gemma":[0.0024971317,0.00009030949,0.10514385,0.00026098537,0.00052341615,0.00010262812,0.001772469,0.0007157534,0.0012438908,0.0015177563,0.8848722,0.0012596053],"about_ca_topic_score_codex":0.0030667516,"about_ca_topic_score_gemma":0.000097254626,"teacher_disagreement_score":0.96579635,"about_ca_system_score_codex":0.0009983183,"about_ca_system_score_gemma":0.00027902954,"threshold_uncertainty_score":0.9997562},"labels":[],"label_agreement":null},{"id":"W2308869598","doi":"","title":"Exploring centrality measures and their extensions through an influence network","year":2014,"lang":"en","type":"article","venue":"Les Cahiers du GERAD","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Centrality; Position (finance); Set (abstract data type); Point (geometry); Business; Network analysis; Network theory; Social network analysis; Knowledge management; Computer science; Data science; Public relations; Accounting; Political science; Engineering; Finance; World Wide Web; Mathematics","score_opus":0.06781034021774605,"score_gpt":0.217121016310312,"score_spread":0.14931067609256593,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2308869598","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9869932,0.00008107802,0.0077187256,0.0012879034,0.00035037307,0.00010545389,6.844638e-7,0.00016837419,0.0032942102],"genre_scores_gemma":[0.99496233,0.000091874914,0.0007722724,0.00274829,0.001357367,0.00001601775,0.000020531923,0.000018303273,0.000013015478],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991086,0.000023944516,0.00020053575,0.0002647282,0.000116268035,0.00028592077],"domain_scores_gemma":[0.9994253,0.000035664067,0.00011612599,0.00022045273,0.00018900917,0.000013485265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003766729,0.00016970887,0.00016368246,0.000051214327,0.0006234058,0.00025130453,0.00012500824,0.00008146681,0.000014909662],"category_scores_gemma":[0.000115907926,0.00013992278,0.00002892416,0.00041765446,0.00016029079,0.0039118547,0.00004330618,0.00018969167,0.000012641933],"study_design_candidate":"theoretical_or_conceptual","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":[0.000031417116,0.000035369663,0.029435173,0.00006648707,0.000016660548,0.0000020155253,0.00039288876,0.00117352,0.0011304423,0.9450234,0.00035162218,0.022340965],"study_design_scores_gemma":[0.0005490519,0.000017971575,0.6944507,0.00009404494,0.000037828115,0.000006017335,0.0006918479,0.0037975444,0.00022297927,0.1318465,0.16772917,0.00055633805],"about_ca_topic_score_codex":0.0004466927,"about_ca_topic_score_gemma":0.0000720628,"teacher_disagreement_score":0.81317693,"about_ca_system_score_codex":0.000015181424,"about_ca_system_score_gemma":0.0000071374284,"threshold_uncertainty_score":0.5705885},"labels":[],"label_agreement":null},{"id":"W2317463455","doi":"10.5465/ambpp.2014.11301symposium","title":"Alliance Network Advantage: At the Frontiers of Research and Teaching","year":2014,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Alliance; Presentation (obstetrics); Value (mathematics); Competitive advantage; Political science; Public relations; Management; Sociology; Business; Marketing; Computer science; Medicine; Economics; Law","score_opus":0.03411393832587321,"score_gpt":0.2932843750541301,"score_spread":0.25917043672825685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2317463455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7294856,0.00057855103,0.000591359,0.01546182,0.00021167094,0.0007525225,5.7294886e-7,0.00008464463,0.25283328],"genre_scores_gemma":[0.99515927,0.00015679393,0.0010495561,0.0010258688,0.00053507264,0.000024236138,0.0000034015986,0.000018501896,0.002027311],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986237,0.0000075387534,0.00033977558,0.0002788445,0.00043334233,0.00031679007],"domain_scores_gemma":[0.9993859,0.000039479342,0.00034227764,0.00007523846,0.00014955974,0.0000075608664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028719013,0.00012972363,0.00018533911,0.00016785218,0.00039165912,0.00009038101,0.00038753363,0.00008200035,0.000016823871],"category_scores_gemma":[0.00008024478,0.00010027973,0.000026875705,0.00057162455,0.0003036863,0.0011239022,0.0005196283,0.000341206,0.000011910278],"study_design_candidate":"theoretical_or_conceptual","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":[0.00007010963,0.000024710587,0.025597153,0.0007803396,0.000037907634,1.2077689e-7,0.000026632333,0.000035762536,0.00026806534,0.85944116,0.10371972,0.009998285],"study_design_scores_gemma":[0.0007055838,0.000031217198,0.10738543,0.00037098685,0.00008152708,9.927875e-7,0.0010361047,0.0028243915,0.0005873677,0.07813027,0.80859035,0.00025580652],"about_ca_topic_score_codex":0.000015212131,"about_ca_topic_score_gemma":8.3556284e-7,"teacher_disagreement_score":0.7813109,"about_ca_system_score_codex":0.000016202841,"about_ca_system_score_gemma":0.0000016622821,"threshold_uncertainty_score":0.40892884},"labels":[],"label_agreement":null},{"id":"W2323026659","doi":"10.3166/jesa.39.799-818","title":"Aide à la décision pour une coopération interentreprise","year":2005,"lang":"fr","type":"article","venue":"Journal Européen des Systèmes Automatisés","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Political science","score_opus":0.032025270736200505,"score_gpt":0.2618684310384258,"score_spread":0.22984316030222526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2323026659","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.63027495,0.022350118,0.08431359,0.06730967,0.008810366,0.00088709535,0.000021120448,0.0008592135,0.18517388],"genre_scores_gemma":[0.94734174,0.0012760109,0.008026422,0.0013884411,0.007100072,0.000008458309,0.00004632825,0.0001301018,0.034682445],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967581,0.00020788559,0.0013959468,0.0004057575,0.0006030017,0.00062927767],"domain_scores_gemma":[0.9969253,0.00014408024,0.0012389029,0.00032874165,0.0012974914,0.00006546965],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013620775,0.00049334933,0.00049428426,0.0006263853,0.00075957977,0.0026592,0.0004465924,0.00029805824,0.0033278295],"category_scores_gemma":[0.0005730478,0.00046765702,0.000221963,0.0015650631,0.00022334774,0.007165492,0.00019747675,0.00078107155,0.0042002774],"study_design_candidate":"design_other","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":[0.000086476706,0.00038116783,0.0040053097,0.0007949844,0.00012669373,0.0001862035,0.00015989896,0.0041251928,0.0011761325,0.040007316,0.078030415,0.87092024],"study_design_scores_gemma":[0.001880276,0.000058973626,0.23899607,0.0037143142,0.00030283732,0.0011880471,0.0002793439,0.11853601,0.00029843184,0.014398306,0.6195888,0.00075861515],"about_ca_topic_score_codex":0.00034444747,"about_ca_topic_score_gemma":0.00011715899,"teacher_disagreement_score":0.8701616,"about_ca_system_score_codex":0.0002621226,"about_ca_system_score_gemma":0.0001776719,"threshold_uncertainty_score":0.9997775},"labels":[],"label_agreement":null},{"id":"W2328920072","doi":"10.5465/ambpp.2014.12541symposium","title":"Imprinting in Organizations: New Perspectives for Unpacking the Past","year":2014,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"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":"Imprinting (psychology); Ideology; Organizational theory; Organizational behavior; Unpacking; Sociology; Organizational structure; Political science; Public relations; Management; Media studies; Law; Economics; Politics","score_opus":0.018095160962765314,"score_gpt":0.24164573726732122,"score_spread":0.2235505763045559,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2328920072","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7172102,0.00021921509,0.032232787,0.102913804,0.00033185657,0.003018827,8.158405e-7,0.0004244837,0.14364806],"genre_scores_gemma":[0.9956658,0.000023510347,0.0012056303,0.0017404682,0.0009354498,0.00003561205,0.000003561692,0.000024847774,0.0003651455],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99900705,0.0000017573625,0.00033037123,0.00025954677,0.00017334265,0.00022794037],"domain_scores_gemma":[0.99937695,0.000037488615,0.00032721076,0.00004964511,0.0002035304,0.000005184475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007210893,0.00013675392,0.000143102,0.00033793776,0.00017266208,0.00018068349,0.00034055542,0.000067510635,0.000029595409],"category_scores_gemma":[0.0002519029,0.000111939225,0.000031690346,0.0016635432,0.000048576247,0.001362331,0.00016102307,0.00013626849,0.000013265753],"study_design_candidate":"theoretical_or_conceptual","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":[0.000015465244,0.000027664752,0.015730742,0.00041126026,0.00002044443,2.9548772e-8,0.00017215426,0.000055409375,0.00033527194,0.96450984,0.0067355298,0.011986201],"study_design_scores_gemma":[0.0028124542,0.000024260336,0.4690864,0.0005391583,0.00021613327,0.0000012341959,0.013515026,0.013894684,0.00084251165,0.15762807,0.34071627,0.0007237846],"about_ca_topic_score_codex":0.00003465641,"about_ca_topic_score_gemma":0.0000013425459,"teacher_disagreement_score":0.8068817,"about_ca_system_score_codex":0.000021402908,"about_ca_system_score_gemma":0.0000044104345,"threshold_uncertainty_score":0.4564749},"labels":[],"label_agreement":null},{"id":"W2339607913","doi":"10.2139/ssrn.2376807","title":"Enhanced Cooperation in Governance","year":2014,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alberta Foundation for the Arts","funders":"","keywords":"Corporate governance; Business; Process management; Finance","score_opus":0.006377849306247822,"score_gpt":0.20217182913162945,"score_spread":0.19579397982538163,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339607913","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88016707,0.00022500048,0.0740357,0.0032375737,0.00051798683,0.000113594,1.2848179e-7,0.000050056442,0.0416529],"genre_scores_gemma":[0.9975488,0.00017869499,0.000018970479,0.00073201087,0.0010826039,0.0000038104324,0.0000061438845,0.0000116487645,0.00041731],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987332,0.000009338661,0.00022241338,0.00011896561,0.0001302111,0.00078585296],"domain_scores_gemma":[0.9995901,0.000007892714,0.00018041265,0.00007479704,0.00014351505,0.0000033008653],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010583035,0.000091722846,0.00009866778,0.000095260155,0.00012547846,0.00015014962,0.00013062386,0.000049853854,0.00005846351],"category_scores_gemma":[0.00010519265,0.0000834692,0.00002345754,0.0005047029,0.000015153872,0.0013842304,0.000016127917,0.0006395306,0.00012444393],"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":[0.000025601326,0.000025015233,0.0011087508,0.0000072732637,0.0000049735413,2.7686232e-7,0.000004840327,0.0003139943,0.001903314,0.96671987,0.00007009643,0.029816022],"study_design_scores_gemma":[0.0036130943,0.00010001899,0.06699316,0.0001424293,0.00003161447,0.00004614844,0.0003656222,0.018923543,0.0010304133,0.8459921,0.06201763,0.00074423995],"about_ca_topic_score_codex":0.0001391641,"about_ca_topic_score_gemma":0.0017498932,"teacher_disagreement_score":0.120727755,"about_ca_system_score_codex":0.00018203224,"about_ca_system_score_gemma":0.00017749825,"threshold_uncertainty_score":0.3403775},"labels":[],"label_agreement":null},{"id":"W2339638435","doi":"10.3917/riges.411.0084","title":"Patrons : prenez la vague ou prenez l’eau !","year":2016,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.019094783250860854,"score_gpt":0.2234153176416788,"score_spread":0.20432053439081793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2339638435","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29644358,0.008682984,0.04951001,0.49650893,0.015597536,0.0013387642,0.00007440216,0.0009995545,0.13084425],"genre_scores_gemma":[0.96670955,0.00033263577,0.00024207924,0.0003783666,0.0023350464,0.00003882941,0.00009042294,0.000041400228,0.029831655],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985452,0.000047447873,0.00037097328,0.00038208495,0.00023396195,0.0004203242],"domain_scores_gemma":[0.99887913,0.0000854452,0.0002902524,0.00028878968,0.00043817965,0.000018183851],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00050431874,0.0002654557,0.00018624151,0.00021446761,0.00022590149,0.00030339014,0.00017547804,0.00037593048,0.0012037853],"category_scores_gemma":[0.0002721249,0.00021747535,0.00007355205,0.00064935605,0.00014334304,0.0030975929,0.00009653971,0.00018541461,0.0018180204],"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":[0.00007801786,0.00023345965,0.039058153,0.00055946293,0.000048488022,0.0000136989465,0.000024366098,0.00016728952,0.0042583137,0.5503948,0.03142933,0.37373465],"study_design_scores_gemma":[0.00082261016,0.000023514058,0.28034723,0.0011345459,0.00012855213,0.000007998972,0.00001971817,0.00071347295,0.00029383323,0.009803849,0.70631903,0.00038566528],"about_ca_topic_score_codex":0.0004831931,"about_ca_topic_score_gemma":0.00011572414,"teacher_disagreement_score":0.6748897,"about_ca_system_score_codex":0.00006943888,"about_ca_system_score_gemma":0.00006031277,"threshold_uncertainty_score":0.99970925},"labels":[],"label_agreement":null},{"id":"W2340092431","doi":"","title":"CRM in Banking Sector with special reference to New Age Banks","year":2013,"lang":"en","type":"article","venue":"The Journal of Internet Banking and Commerce","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Function (biology); Phone; Customer intelligence; Product (mathematics); Service (business); Marketing; Customer relationship management; Customer to customer; Order (exchange); Customer retention; Consumer behaviour; Demographics; Customer service; Data science; Business; Service quality; Finance","score_opus":0.03282929942720346,"score_gpt":0.23039009933305654,"score_spread":0.19756079990585307,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2340092431","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95821166,0.00004719332,0.0016221624,0.0032319403,0.0002050908,0.000106236126,1.2197981e-7,0.000010970303,0.03656461],"genre_scores_gemma":[0.9948429,0.000009716198,0.00016421551,0.003055674,0.0015474851,0.0000013517626,0.0000014495608,0.000012845947,0.000364389],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9992005,0.000018850418,0.00033167982,0.00009014754,0.00018432041,0.0001744849],"domain_scores_gemma":[0.99936426,0.000048467336,0.0002828509,0.0001090123,0.00018218931,0.000013243695],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042155193,0.00013073142,0.00018696963,0.0002253754,0.000062716375,0.00034079043,0.00030343488,0.00004426532,0.00083750533],"category_scores_gemma":[0.000030529056,0.0000799898,0.000019805977,0.00040424446,0.000034855355,0.0008541715,0.000091612805,0.0003460296,0.000043916978],"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":[0.0021053012,0.00036895933,0.15587816,0.00040351012,0.00026532297,0.000139644,0.0077573974,0.0015753896,0.00495774,0.21845411,0.13205272,0.47604173],"study_design_scores_gemma":[0.0022724986,0.0002718907,0.8592583,0.0022061057,0.000100236335,0.00017019222,0.0014000557,0.0010750215,0.0002203769,0.02858076,0.10381012,0.00063444517],"about_ca_topic_score_codex":0.0025415798,"about_ca_topic_score_gemma":0.0005056588,"teacher_disagreement_score":0.70338017,"about_ca_system_score_codex":0.000023062092,"about_ca_system_score_gemma":0.000020336187,"threshold_uncertainty_score":0.91700965},"labels":[],"label_agreement":null},{"id":"W2345587720","doi":"","title":"Veille stratégique – La méthode L.E.S.CAnning","year":2005,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Philosophy; Computer science; Art","score_opus":0.02332078777730595,"score_gpt":0.2542393718444399,"score_spread":0.23091858406713395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2345587720","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43563166,0.0019523548,0.042648364,0.44048408,0.0015632344,0.0004746512,0.000051074025,0.00032203223,0.07687253],"genre_scores_gemma":[0.708638,0.012605983,0.06939289,0.01094718,0.008125684,0.00019265334,0.0007272502,0.00020591765,0.18916442],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766433,0.00027452694,0.00077505456,0.00064462307,0.00019829746,0.0004431447],"domain_scores_gemma":[0.9956635,0.002659729,0.0006738531,0.00037047156,0.0005768336,0.00005558343],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020682127,0.00041908602,0.00034301836,0.00049297465,0.00015320518,0.0012136745,0.00039943834,0.00047299053,0.0024576124],"category_scores_gemma":[0.002941693,0.0005322618,0.00018600129,0.00040116487,0.0001778673,0.0035749106,0.00021439674,0.0008971568,0.0012973527],"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":[0.00009727282,0.00053409825,0.030904874,0.00040149555,0.00013532206,0.000076458135,0.00016746616,0.095343724,0.000471855,0.67199427,0.022344299,0.17752889],"study_design_scores_gemma":[0.0012162424,0.000014582924,0.087761134,0.0011989402,0.00008832782,0.0001262993,0.0000893827,0.088338055,0.00012416614,0.021610076,0.798839,0.0005938251],"about_ca_topic_score_codex":0.0006413422,"about_ca_topic_score_gemma":0.0003050518,"teacher_disagreement_score":0.7764947,"about_ca_system_score_codex":0.00052475877,"about_ca_system_score_gemma":0.0002585357,"threshold_uncertainty_score":0.99982315},"labels":[],"label_agreement":null},{"id":"W2346806125","doi":"10.5465/ambpp.2015.17136abstract","title":"Advantages and Disadvantages of Brokers in Alliances: A Two-Staged Multilevel Model","year":2015,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"HEC Montréal","funders":"","keywords":"Value (mathematics); Business; Curse; Structural holes; Work (physics); Industrial organization; Value creation; Marketing; Political science; Computer science; Sociology; Engineering","score_opus":0.05547591138656151,"score_gpt":0.29448137666072305,"score_spread":0.23900546527416155,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2346806125","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9721867,0.00020956481,0.000535975,0.0014377232,0.00005139913,0.000517095,0.000003130393,0.00006724512,0.024991173],"genre_scores_gemma":[0.99573123,0.00020989444,0.0029896863,0.00060510193,0.00007361106,0.000031019536,0.0000065296044,0.000022125556,0.00033082112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985528,0.0000022846552,0.0005162082,0.00032943222,0.00034271347,0.00025657399],"domain_scores_gemma":[0.9993337,0.000012383597,0.00044793828,0.00005475125,0.00013580409,0.000015424677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063232175,0.00020469035,0.00030162666,0.0004830786,0.000041734642,0.0000574093,0.00027041364,0.00008577054,0.000008107075],"category_scores_gemma":[0.00005358835,0.00019712691,0.000031589138,0.0006459428,0.00014397623,0.0027574962,0.00024132441,0.00016864247,0.000004919572],"study_design_candidate":"theoretical_or_conceptual","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":[0.0004925131,0.00032863102,0.15998179,0.006015343,0.0001092668,0.0000036185918,0.00055802666,0.003756008,0.0042635095,0.79704773,0.0038732416,0.023570305],"study_design_scores_gemma":[0.019700946,0.0001115662,0.3694676,0.0032973953,0.0005312366,0.000005124736,0.019505855,0.36422172,0.0078083132,0.18934958,0.02363512,0.0023655577],"about_ca_topic_score_codex":0.000059963837,"about_ca_topic_score_gemma":0.000002782876,"teacher_disagreement_score":0.6076982,"about_ca_system_score_codex":0.000021489343,"about_ca_system_score_gemma":0.000006690305,"threshold_uncertainty_score":0.8038602},"labels":[],"label_agreement":null},{"id":"W2347470371","doi":"10.1002/cjas.1364","title":"Cooperative or competitive in alliance formation: Alliance patterns with respect to rivals","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Alliance; Competition (biology); Political science; Business; Business administration","score_opus":0.10787275964603323,"score_gpt":0.3080800599403541,"score_spread":0.20020730029432088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2347470371","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9749744,0.00004679735,0.005018994,0.009861586,0.00030258793,0.0003770636,0.000039967177,0.000011780812,0.009366857],"genre_scores_gemma":[0.9953567,0.000015940615,0.002927227,0.0010698104,0.0003726661,0.000020423186,0.0000042719075,0.000010887723,0.0002221035],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99769956,0.00006725182,0.00070630456,0.00044233323,0.00027619684,0.0008083463],"domain_scores_gemma":[0.99773574,0.00016027859,0.0006633226,0.0001447519,0.0010418991,0.00025399757],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018748236,0.0002663973,0.00032596424,0.00060810585,0.0009593949,0.0008025207,0.0007748365,0.00007899792,0.0003093983],"category_scores_gemma":[0.0009198487,0.00017482805,0.000046227367,0.0032238679,0.0020014683,0.0051146043,0.00001777891,0.00017094854,0.00002026947],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011800703,0.00018155949,0.2627105,0.00037050695,0.00005778802,0.0028456387,0.008983752,0.0033157398,0.0045918967,0.70557076,0.00128235,0.008909442],"study_design_scores_gemma":[0.0051071513,0.01860181,0.78060687,0.013166748,0.0001390652,0.004476285,0.07568575,0.0036068044,0.015201463,0.036096122,0.04359422,0.003717701],"about_ca_topic_score_codex":0.0039366414,"about_ca_topic_score_gemma":0.7826585,"teacher_disagreement_score":0.77872187,"about_ca_system_score_codex":0.00070300914,"about_ca_system_score_gemma":0.0043528643,"threshold_uncertainty_score":0.77387255},"labels":[],"label_agreement":null},{"id":"W2354681854","doi":"10.29173/cais749","title":"Fee for Service: The Experience of the University of Toronto Business Information Centre","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Outsourcing; Revenue; Business; Government (linguistics); Service (business); Marketing; Management; Public relations; Finance; Political science; Economics","score_opus":0.015307786072747772,"score_gpt":0.19930692592618096,"score_spread":0.1839991398534332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2354681854","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9863104,0.000023474522,0.000047008612,0.0050523444,0.00014400137,0.0005257815,0.00002526276,0.000013774935,0.007857953],"genre_scores_gemma":[0.9994082,0.000016948412,0.00007017712,0.00032576467,0.000060634142,0.0000065492313,0.000006252847,0.000006335221,0.00009916177],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991205,0.0000041623557,0.00033854318,0.00010526274,0.00026205558,0.00016950276],"domain_scores_gemma":[0.94547707,0.000035182333,0.0011046318,0.00015323692,0.05322221,0.000007693264],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00023917454,0.00013431259,0.00021259324,0.00004146209,0.00018238238,0.0005737865,0.0011959015,0.00008502638,0.00007602227],"category_scores_gemma":[0.002023713,0.00008228546,0.000076161996,0.0005636129,0.00025210046,0.021209361,0.00037355325,0.000075355645,0.0000021674082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0006740293,0.00035747018,0.4365214,0.007091464,0.0001970067,8.257615e-8,0.08794035,0.000114281356,0.0543071,0.37439978,0.017146638,0.021250382],"study_design_scores_gemma":[0.00073315523,0.000020569101,0.88283867,0.0004342755,0.000098113785,0.0000010201684,0.038462345,0.0021623583,0.008388838,0.0035558767,0.06309274,0.00021205904],"about_ca_topic_score_codex":0.007310523,"about_ca_topic_score_gemma":0.0002599681,"teacher_disagreement_score":0.44631726,"about_ca_system_score_codex":0.000023029961,"about_ca_system_score_gemma":0.000086082706,"threshold_uncertainty_score":0.9992999},"labels":[],"label_agreement":null},{"id":"W2367549749","doi":"","title":"Application de la théorie de l'intégration verticale á la stratégle de canal dans le secteur monopolistique ; le cas d'une société francaise","year":2005,"lang":"fr","type":"article","venue":"Études françaises","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.007665320561634003,"score_gpt":0.24398282252983955,"score_spread":0.23631750196820556,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2367549749","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69566834,0.001848516,0.17138228,0.016953338,0.00028147298,0.0005220992,0.000038793696,0.00029894913,0.11300622],"genre_scores_gemma":[0.9945228,0.00017742207,0.0014178785,0.001301173,0.0017863837,0.00012953319,0.00016784514,0.000057154455,0.0004397885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981705,0.00010421952,0.00047513415,0.00041038886,0.00021239562,0.00062737754],"domain_scores_gemma":[0.99892956,0.0001663607,0.00023465062,0.0002856522,0.00032471944,0.000059052127],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007953708,0.0003481152,0.0002881716,0.00015507507,0.0006940845,0.0005336274,0.0002899705,0.0004800268,0.00018066277],"category_scores_gemma":[0.00017581493,0.00040675426,0.00011160727,0.0008396891,0.00043294934,0.0019701365,0.00006180646,0.00046109495,0.0000876242],"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":[0.000096086085,0.0008027731,0.054093163,0.0004982692,0.00008324987,0.000019296594,0.0005849625,0.00880184,0.023055792,0.8847879,0.0031319202,0.024044752],"study_design_scores_gemma":[0.0023360013,0.00004184949,0.54638374,0.0002519689,0.00035935544,0.00006199119,0.0020917733,0.0856595,0.013458398,0.033529103,0.31471607,0.0011102363],"about_ca_topic_score_codex":0.06411124,"about_ca_topic_score_gemma":0.023384167,"teacher_disagreement_score":0.8512588,"about_ca_system_score_codex":0.0003144999,"about_ca_system_score_gemma":0.0009631207,"threshold_uncertainty_score":0.9998384},"labels":[],"label_agreement":null},{"id":"W2371878874","doi":"","title":"An Empirical Study on the Mechanism of Corporate Relational Embeddedness Impacts on the Supply Chain Cooperative Performance","year":2013,"lang":"en","type":"article","venue":"Economic management journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Embeddedness; Closeness; Business; Industrial organization; Space (punctuation); Cohesion (chemistry); Supply chain; Cluster (spacecraft); Business cluster; Empirical research; Mechanism (biology); Economic geography; Knowledge management; Marketing; Computer science; Economics","score_opus":0.051011902625363155,"score_gpt":0.2538527759906612,"score_spread":0.20284087336529805,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2371878874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96451384,0.0000018146225,0.00020939574,0.0073286854,0.000511868,0.0008304689,0.0000015268741,0.000020017615,0.026582414],"genre_scores_gemma":[0.9961629,0.000007152136,0.00001834318,0.0027986187,0.0005763989,0.000059630176,0.000010799943,0.000018986399,0.0003472086],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99877626,0.00007098071,0.0004861932,0.0002117397,0.00022841878,0.00022640055],"domain_scores_gemma":[0.99870473,0.00006314977,0.0007367269,0.0003022855,0.00017784261,0.000015257031],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014996764,0.00020196273,0.00017635403,0.00023354775,0.0005988459,0.0005193123,0.00041409285,0.000041753887,0.0026593462],"category_scores_gemma":[0.000020650588,0.00011472239,0.000048442107,0.00025769483,0.000053467695,0.0014309309,0.00007646747,0.00031950817,0.00068766973],"study_design_candidate":"theoretical_or_conceptual","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":[0.00013329051,0.00043603787,0.026538525,0.000026371801,0.0001819572,0.000005487286,0.00024756542,0.005481365,0.00007603927,0.9553293,0.01022992,0.0013141184],"study_design_scores_gemma":[0.0017527246,0.00056010054,0.8157511,0.00014182096,0.00009141729,0.000007779615,0.007801833,0.12969376,0.00017421637,0.041982785,0.00156583,0.00047664327],"about_ca_topic_score_codex":0.000040601197,"about_ca_topic_score_gemma":0.000011000589,"teacher_disagreement_score":0.9133465,"about_ca_system_score_codex":0.000072052855,"about_ca_system_score_gemma":0.00003017484,"threshold_uncertainty_score":0.99825233},"labels":[],"label_agreement":null},{"id":"W2372839311","doi":"","title":"A Research on the Government Function Mechanism of the Development of Strategic Burgeoning Industries","year":2013,"lang":"en","type":"article","venue":"International Business Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Mechanism (biology); Function (biology); Business; Position (finance); Industrial organization; Strategic planning; Strategic Choice; Market mechanism; Economics; Marketing; Market economy; Finance","score_opus":0.20882275606283904,"score_gpt":0.34027796357333323,"score_spread":0.1314552075104942,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2372839311","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91634,0.000009490308,0.0003277381,0.009536158,0.00057807483,0.0005419589,0.000003024134,0.000014830785,0.07264873],"genre_scores_gemma":[0.9984951,0.0000033642084,0.00003626993,0.0001269845,0.00036208663,0.000163067,0.000014305178,0.000015558157,0.00078327063],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99609363,0.00007722844,0.00047506802,0.00023653866,0.0028034262,0.00031409875],"domain_scores_gemma":[0.9936827,0.00030552375,0.00024690074,0.00031489946,0.00544223,0.00000776283],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0030017796,0.00012282528,0.00012504507,0.00039201995,0.00053174555,0.00030283505,0.00084659125,0.00010271214,0.0013598438],"category_scores_gemma":[0.00062172295,0.0000723575,0.000033971133,0.0031104567,0.00030564258,0.0006855139,0.000509547,0.000580066,0.00016395451],"study_design_candidate":"theoretical_or_conceptual","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":[0.00012743521,0.0002244696,0.004095043,0.00011107761,0.00007018247,5.683217e-7,0.00007211413,0.00027682402,0.017072232,0.97133493,0.002679238,0.0039358656],"study_design_scores_gemma":[0.0008346042,0.000047276953,0.75754756,0.0009965554,0.000014997226,0.0000016771343,0.010385683,0.0035794582,0.03618363,0.16955182,0.02052043,0.000336317],"about_ca_topic_score_codex":0.00095820124,"about_ca_topic_score_gemma":0.00007330569,"teacher_disagreement_score":0.80178314,"about_ca_system_score_codex":0.00014361933,"about_ca_system_score_gemma":0.00026046875,"threshold_uncertainty_score":0.999553},"labels":[],"label_agreement":null},{"id":"W2394523744","doi":"","title":"Die Analyse heterogener Unternehmensdatenbestände als Basis für die Visualisierung von Relationen in Suchergebnismengen.","year":2007,"lang":"de","type":"article","venue":"Ingénierie des systèmes d information","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Die (integrated circuit); Computer science","score_opus":0.022260933565548528,"score_gpt":0.26666120188128206,"score_spread":0.24440026831573353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2394523744","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96144545,0.0024824499,0.017910669,0.0004583788,0.0024466172,0.0010688045,0.000036089536,0.00028271318,0.013868841],"genre_scores_gemma":[0.99427336,0.00047974373,0.00045222964,0.0012362389,0.0011647595,0.000058318208,0.0021166147,0.00006305461,0.00015568813],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950665,0.0000728069,0.0026344152,0.00046024407,0.0007322584,0.0010337328],"domain_scores_gemma":[0.99644375,0.000101536534,0.001705346,0.0005308241,0.0011573611,0.00006115774],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0031042104,0.00067558436,0.0006609037,0.0021920018,0.00057110377,0.0014741799,0.00042824898,0.000625205,0.00031052952],"category_scores_gemma":[0.00046502132,0.00071247615,0.0002019204,0.002513345,0.00020497177,0.01754152,0.00023695067,0.0004928778,0.0014336117],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001897518,0.0009671392,0.60792106,0.007876825,0.0015530691,0.00026738262,0.012492707,0.0143635,0.0032315862,0.033857338,0.0032500667,0.3123218],"study_design_scores_gemma":[0.0048418436,0.00014713546,0.7727801,0.0025283045,0.00081200054,0.000011917635,0.007546854,0.076053046,0.005991719,0.005827009,0.12045533,0.0030047107],"about_ca_topic_score_codex":0.001964251,"about_ca_topic_score_gemma":0.0008273774,"teacher_disagreement_score":0.30931708,"about_ca_system_score_codex":0.0007347209,"about_ca_system_score_gemma":0.00010721473,"threshold_uncertainty_score":0.9995624},"labels":[],"label_agreement":null},{"id":"W2397677619","doi":"10.1080/03155986.2002.11732653","title":"Quantification De L’importance Relative Des Membres D’un Groupe En Vue De Déterminer Un Préordre Collectif","year":2002,"lang":"fr","type":"article","venue":"INFOR Information Systems and Operational Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Humanities; Context (archaeology); Preference; Sociology; Welfare economics; Philosophy; Economics; Geography; Microeconomics","score_opus":0.06912181684024822,"score_gpt":0.3098678725798961,"score_spread":0.2407460557396479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2397677619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7389209,0.011626805,0.024549818,0.024261478,0.0017819916,0.0037926014,0.00016940365,0.00021952878,0.19467743],"genre_scores_gemma":[0.98505884,0.0010327725,0.0008170841,0.00064485706,0.0008659257,0.00029610482,0.0003959605,0.000022150134,0.010866306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99712867,0.00015444291,0.0010426245,0.00022797722,0.00083790155,0.0006084048],"domain_scores_gemma":[0.99576926,0.00030689113,0.0003692951,0.00022680653,0.00326842,0.00005933],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0038696514,0.00025258656,0.0002458584,0.0007322346,0.0016786124,0.002825537,0.00024441356,0.00036895697,0.00096915447],"category_scores_gemma":[0.001210982,0.00024741612,0.000050556995,0.0018478719,0.00033003918,0.01672901,0.00011064254,0.00053349667,0.00059982727],"study_design_candidate":"theoretical_or_conceptual","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":[0.00011035519,0.00013077128,0.03407094,0.0022128513,0.00011255093,0.0000084937565,0.005596358,0.0042118626,0.00032870076,0.8968237,0.037144464,0.019248966],"study_design_scores_gemma":[0.0012492972,0.000070679336,0.071677804,0.00061977835,0.000036737958,0.00011134036,0.0045939954,0.36694664,0.00020240838,0.003306683,0.5506887,0.00049597834],"about_ca_topic_score_codex":0.0016556894,"about_ca_topic_score_gemma":0.00008897934,"teacher_disagreement_score":0.893517,"about_ca_system_score_codex":0.00034748384,"about_ca_system_score_gemma":0.0002287169,"threshold_uncertainty_score":0.9999978},"labels":[],"label_agreement":null},{"id":"W2408514911","doi":"10.1007/bf03253290","title":"Gestion de la connaissance et cartographie cognitive: une étude sur la collaboration interorganisationnelle","year":2007,"lang":"fr","type":"article","venue":"Annals of Telecommunications","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université de Montréal","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.04693174474419176,"score_gpt":0.33475286716013125,"score_spread":0.2878211224159395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2408514911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65821755,0.016241608,0.028477032,0.18166709,0.0005896066,0.0008092553,0.00007837142,0.00022966009,0.1136898],"genre_scores_gemma":[0.99111307,0.004246459,0.0013739793,0.0021984,0.00016289546,0.000024539608,0.0004205132,0.000036468893,0.0004236693],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984062,0.00024267047,0.0006540819,0.00020897579,0.00018842795,0.000299661],"domain_scores_gemma":[0.99507165,0.0011987942,0.00066741154,0.00043121498,0.0026077596,0.000023160906],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0029906477,0.00021097365,0.0002323022,0.00044774244,0.000385356,0.00029344478,0.0003664963,0.0003154884,0.00022390779],"category_scores_gemma":[0.0014637939,0.00026012148,0.00008238993,0.0029719938,0.0006225288,0.0023572599,0.00013347817,0.00044037594,0.000048176684],"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":[0.00021144688,0.002075341,0.06934702,0.00070156006,0.00029592894,0.000006906661,0.0020195567,0.0006533476,0.0061419364,0.82729954,0.05037489,0.04087255],"study_design_scores_gemma":[0.0010182302,0.000051279876,0.7769268,0.0013724889,0.00018069164,0.000011925211,0.0028450585,0.0014462597,0.0046644197,0.015204708,0.19579186,0.0004862718],"about_ca_topic_score_codex":0.002178982,"about_ca_topic_score_gemma":0.0025182243,"teacher_disagreement_score":0.8120948,"about_ca_system_score_codex":0.000025714342,"about_ca_system_score_gemma":0.00015696626,"threshold_uncertainty_score":0.9999851},"labels":[],"label_agreement":null},{"id":"W2411545189","doi":"10.1017/s1833367200000778","title":"Strategic alliances in a globalizing world, TK Das (2011), ISBN: 978-1-61735-380-2; 285 pages; paperback; Information Age Publishing, Inc., Charlotte, NC, USA","year":2012,"lang":"en","type":"article","venue":"Journal of Management & Organization","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université du Québec à Trois-Rivières","funders":"","keywords":"Publishing; Political science; Business; Media studies; Sociology; Law","score_opus":0.026282987627690185,"score_gpt":0.23154947730088088,"score_spread":0.2052664896731907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2411545189","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76876205,0.0012233352,0.01208171,0.017111875,0.006321198,0.0016034493,0.000008257505,0.0003297651,0.19255833],"genre_scores_gemma":[0.99353105,0.00054926175,0.00073226966,0.0027992183,0.001703031,0.000005805307,0.0002568392,0.000037042024,0.00038547534],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99740595,0.000046431156,0.0011715294,0.00017914624,0.0007282467,0.00046868526],"domain_scores_gemma":[0.9973,0.000024797555,0.0015516315,0.00022149277,0.00086761103,0.00003445725],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0017567126,0.00029931028,0.00032814773,0.001008482,0.00021578914,0.0020905714,0.0005203655,0.00014971578,0.0011205162],"category_scores_gemma":[0.00016311165,0.0002801967,0.000053788168,0.0029410236,0.000038343005,0.03181624,0.00020716741,0.00038067266,0.00043454795],"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":[0.00017640699,0.0007650021,0.41719297,0.0017078355,0.00027206235,0.000084373714,0.00060686277,0.002590905,0.0006458233,0.44737646,0.098552816,0.030028488],"study_design_scores_gemma":[0.0020214964,0.000028414923,0.7821462,0.00039474072,0.00018044321,0.000017039843,0.0016177499,0.0009698252,0.000068093024,0.0034703542,0.20849273,0.0005928971],"about_ca_topic_score_codex":0.00012796605,"about_ca_topic_score_gemma":0.00015060914,"teacher_disagreement_score":0.4439061,"about_ca_system_score_codex":0.0002252344,"about_ca_system_score_gemma":0.00004162443,"threshold_uncertainty_score":0.999965},"labels":[],"label_agreement":null},{"id":"W2417157102","doi":"10.5465/ambpp.2016.17032abstract","title":"Do Acquirers Benefit from Target Alliances? Taking a Relational View of Synergy","year":2016,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"McGill University","funders":"","keywords":"Alliance; Business; Extant taxon; Economic rent; Mergers and acquisitions; Value (mathematics); Value creation; Industrial organization; Event study; Sample (material); Stock (firearms); Marketing; Microeconomics; Economics; Finance; Context (archaeology)","score_opus":0.03539190026166089,"score_gpt":0.24770043887048102,"score_spread":0.21230853860882012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2417157102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83962643,0.00072570925,0.0029341257,0.015239658,0.0003498703,0.00071816327,0.000015545662,0.00022167804,0.1401688],"genre_scores_gemma":[0.99533606,0.00020889583,0.0023470828,0.0010542672,0.00042695194,0.000032465312,0.000015037933,0.000026712069,0.0005525258],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982288,0.0000017298413,0.0006311673,0.00039113715,0.00048423614,0.0002629331],"domain_scores_gemma":[0.9984904,0.000029546098,0.0011766151,0.00007501769,0.00021816709,0.000010260524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041405988,0.00021241354,0.0002889247,0.00033260704,0.00009242149,0.000060554856,0.0004034114,0.00014266849,0.0008299708],"category_scores_gemma":[0.000056592035,0.00016743405,0.00007767619,0.0008576056,0.00011435099,0.0030029118,0.00022320235,0.000096203,0.00006301671],"study_design_candidate":"theoretical_or_conceptual","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":[0.000075111915,0.00005316394,0.021186227,0.00057853764,0.0001303066,5.0928236e-7,0.000019453517,0.000028413444,0.003394207,0.9306731,0.0032737649,0.04058716],"study_design_scores_gemma":[0.0019107894,0.000020128102,0.42045322,0.0024727571,0.00023378515,6.278234e-7,0.00028365673,0.00057643116,0.0038427261,0.21426386,0.35529476,0.0006472503],"about_ca_topic_score_codex":0.000039444283,"about_ca_topic_score_gemma":4.223662e-7,"teacher_disagreement_score":0.71640927,"about_ca_system_score_codex":0.000027808246,"about_ca_system_score_gemma":0.0000048317293,"threshold_uncertainty_score":0.9087599},"labels":[],"label_agreement":null},{"id":"W2464347383","doi":"10.59876/a-a4m2-8x22","title":"Confiance, contrat et degré d'asymétrie dans les relations d'alliance","year":2005,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Alliance; Political science; Art","score_opus":0.02687857793045718,"score_gpt":0.24940762630098925,"score_spread":0.22252904837053208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2464347383","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.027863268,0.0000443972,0.0486799,0.018405039,0.00082967355,0.00029045585,0.000008369962,0.00022914841,0.90364975],"genre_scores_gemma":[0.97541356,0.00004366473,0.0023921381,0.005335352,0.0010296723,0.00006414061,0.0003080459,0.000022602682,0.015390809],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988317,0.000005855882,0.00033870855,0.00028373528,0.00033940776,0.00020058076],"domain_scores_gemma":[0.99934286,0.000018779127,0.00020684826,0.00017713454,0.00024625153,0.000008118067],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000206457,0.0001694065,0.000109173925,0.00021386334,0.00019789784,0.00038436046,0.00036307477,0.000061487066,0.0015578058],"category_scores_gemma":[0.000028781566,0.0001733723,0.00005604987,0.0004139943,0.00005357235,0.0019312247,0.00011841059,0.00014399002,0.0011460464],"study_design_candidate":"theoretical_or_conceptual","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":[0.00002715386,0.00010689973,0.017669408,0.000025699179,0.00007566388,0.0000073826845,0.000022614482,0.0021045147,0.00013307488,0.93678224,0.028466668,0.014578655],"study_design_scores_gemma":[0.00074257154,0.0000030210479,0.12839445,0.000050579736,0.000031710857,0.0000014964523,0.00018528759,0.013069276,0.00004829272,0.0035898215,0.8536608,0.00022264221],"about_ca_topic_score_codex":0.00007781873,"about_ca_topic_score_gemma":0.00021289177,"teacher_disagreement_score":0.9475503,"about_ca_system_score_codex":0.000075579905,"about_ca_system_score_gemma":0.000011054227,"threshold_uncertainty_score":0.9996317},"labels":[],"label_agreement":null},{"id":"W2464702985","doi":"10.3917/riges.412.0066","title":"Incubateurs et accélérateurs : comment faire tomber les barrières entre les grandes entreprises et les communautés d’entrepreneurs","year":2016,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.028781287566937392,"score_gpt":0.25186999382361763,"score_spread":0.22308870625668023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2464702985","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5186473,0.004675777,0.0028046279,0.4650011,0.0020596725,0.00059935416,0.0000621474,0.00042642315,0.0057235733],"genre_scores_gemma":[0.9878719,0.00365311,0.00012331418,0.002452488,0.00051227456,0.000061199724,0.00038313115,0.000083789295,0.004858826],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969617,0.0003756378,0.0007912336,0.0007019433,0.00049433514,0.0006751137],"domain_scores_gemma":[0.9976425,0.00039769424,0.0006403329,0.00055946136,0.0007119641,0.000048008038],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009763158,0.00064708234,0.0004735946,0.00038609563,0.0007738181,0.000795704,0.0004466091,0.0005542364,0.0030761436],"category_scores_gemma":[0.00048752426,0.00052743213,0.00018536177,0.0006817559,0.00042077267,0.0034863448,0.000391293,0.00056232145,0.00041975742],"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":[0.00023441785,0.00052757945,0.35289603,0.0005622018,0.00012803997,0.000020842388,0.00027811844,0.0008369428,0.0014093724,0.19190311,0.03669624,0.4145071],"study_design_scores_gemma":[0.0025187142,0.00006424927,0.44962704,0.0030871918,0.0003233322,0.000016862812,0.0017939849,0.00045583106,0.0015505874,0.007319513,0.5322074,0.0010352673],"about_ca_topic_score_codex":0.004675587,"about_ca_topic_score_gemma":0.0012655836,"teacher_disagreement_score":0.49551117,"about_ca_system_score_codex":0.00012149404,"about_ca_system_score_gemma":0.0000685699,"threshold_uncertainty_score":0.9997177},"labels":[],"label_agreement":null},{"id":"W2466802739","doi":"10.3917/riges.412.0064","title":"Entreprises : écoutez davantage vos clients !","year":2016,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.020372093215823662,"score_gpt":0.22714298505537625,"score_spread":0.20677089183955258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2466802739","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62164587,0.0036698822,0.02118809,0.29953033,0.017335994,0.00081805006,0.00004125252,0.00053564546,0.035234906],"genre_scores_gemma":[0.9506238,0.0004281506,0.00013014332,0.0008968537,0.0021399853,0.000015082758,0.00007092349,0.000030442026,0.045664597],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985972,0.00002163543,0.00036979077,0.00037816825,0.0002449916,0.00038820264],"domain_scores_gemma":[0.9989293,0.000049516566,0.0002978626,0.00027299745,0.0004347924,0.00001550722],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00035159467,0.00022674967,0.00016802784,0.00020742137,0.00020679315,0.00025665463,0.00016036653,0.00024005653,0.003232792],"category_scores_gemma":[0.00031917376,0.00018149256,0.00006185539,0.00054907956,0.00011803068,0.0035098603,0.0001016697,0.00012831799,0.006372467],"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":[0.00010890221,0.00030304785,0.13301118,0.00048780054,0.000043420045,0.000026257614,0.000031009553,0.000039680566,0.0065286853,0.24813682,0.052004583,0.5592786],"study_design_scores_gemma":[0.00087689684,0.000014565759,0.20549594,0.0009273335,0.00009211731,0.0000045559345,0.00003540344,0.00039388408,0.0004171434,0.005056967,0.7863537,0.00033145954],"about_ca_topic_score_codex":0.00023253214,"about_ca_topic_score_gemma":0.000026910002,"teacher_disagreement_score":0.73434913,"about_ca_system_score_codex":0.00008609912,"about_ca_system_score_gemma":0.000031662694,"threshold_uncertainty_score":0.9976784},"labels":[],"label_agreement":null},{"id":"W2469748228","doi":"10.5465/ambpp.2015.18357abstract","title":"Structural Influences on Alliance Portfolio Reconfiguration Following a Technological Discont...","year":2015,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Control reconfiguration; Alliance; Portfolio; Discontinuity (linguistics); Diversity (politics); Business; Industrial organization; Restructuring; Engineering; Political science; Mathematics; Finance","score_opus":0.05527209080371619,"score_gpt":0.2755871847569511,"score_spread":0.2203150939532349,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2469748228","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8989581,0.00004524499,0.00003836129,0.0041679116,0.00015159982,0.00038728604,3.6969132e-7,0.00021438034,0.09603675],"genre_scores_gemma":[0.9971774,0.000014791417,0.00031290567,0.0017946725,0.00025516492,0.000047147303,0.000009912138,0.000015858508,0.00037211276],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99846035,0.0000021015624,0.0004449096,0.00036759593,0.00045418597,0.00027087025],"domain_scores_gemma":[0.99935067,0.000007650514,0.00044712567,0.00006222575,0.000118543954,0.0000137744455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005650089,0.00021325015,0.00022639686,0.00030136725,0.00011987167,0.00019458082,0.00039363198,0.00016292745,0.000039705294],"category_scores_gemma":[0.0001027784,0.00017968495,0.00006341695,0.001025053,0.00009948282,0.0030313493,0.00012430422,0.00022650677,0.00006202239],"study_design_candidate":"theoretical_or_conceptual","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":[0.000108185326,0.000039693692,0.015373513,0.00022849049,0.00006887425,0.0000035554317,0.000023333068,0.00006977314,0.00082582113,0.9466672,0.0069078603,0.0296837],"study_design_scores_gemma":[0.0041612065,0.00015958112,0.53051215,0.0010825992,0.00043579625,0.000007149193,0.0051305024,0.004940784,0.006127979,0.28466216,0.1610129,0.0017672165],"about_ca_topic_score_codex":0.000016557085,"about_ca_topic_score_gemma":5.048286e-7,"teacher_disagreement_score":0.66200507,"about_ca_system_score_codex":0.00003306413,"about_ca_system_score_gemma":0.0000055855958,"threshold_uncertainty_score":0.73273396},"labels":[],"label_agreement":null},{"id":"W2470020472","doi":"","title":"Créer et développer une PME dans une économie mondialisée : Études de cas réels d'entreprises","year":2013,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.020881428423226076,"score_gpt":0.24834657463141369,"score_spread":0.2274651462081876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2470020472","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59406316,0.00046714922,0.005154301,0.3858319,0.0010408054,0.00057915825,0.000046717083,0.00020965289,0.012607157],"genre_scores_gemma":[0.86572486,0.01230274,0.012074219,0.0121093495,0.002635708,0.00046588824,0.0009403487,0.00021582832,0.09353107],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9965333,0.0002760057,0.0011891321,0.0010098444,0.00024768713,0.000744062],"domain_scores_gemma":[0.99469054,0.0025379872,0.0010123351,0.0006578816,0.000980758,0.00012052113],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001438385,0.0006820867,0.0005814427,0.00063874037,0.00021154612,0.001898475,0.00065541296,0.0005635349,0.0036703513],"category_scores_gemma":[0.0029019674,0.0008144842,0.00030096297,0.00069106213,0.00032287557,0.005425978,0.00039902763,0.0008849891,0.0027119524],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015292235,0.0010753208,0.37121207,0.0007164081,0.0004769945,0.00014794047,0.0015988715,0.06740856,0.0014192725,0.45787525,0.039546113,0.058370274],"study_design_scores_gemma":[0.0019115738,0.000029475039,0.6202754,0.0013419265,0.00022447733,0.00016426883,0.0006588852,0.0320222,0.00038366587,0.06344481,0.2784132,0.0011300961],"about_ca_topic_score_codex":0.016281998,"about_ca_topic_score_gemma":0.0019039395,"teacher_disagreement_score":0.39443046,"about_ca_system_score_codex":0.0012498107,"about_ca_system_score_gemma":0.0005251795,"threshold_uncertainty_score":0.9994306},"labels":[],"label_agreement":null},{"id":"W2470089772","doi":"10.59876/a-5gek-tcmk","title":"Alliance asymétrique et pouvoir de négociation des partenaires : une relecture de l'alliance Matra-Renault","year":2005,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Alliance; Humanities; Political science; Philosophy; Law","score_opus":0.01587951964455533,"score_gpt":0.25371734243919064,"score_spread":0.2378378227946353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2470089772","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37321812,0.00025385228,0.12895593,0.109853566,0.0010520949,0.0007898228,0.000013809114,0.0007498438,0.38511297],"genre_scores_gemma":[0.97822154,0.00022730295,0.00675476,0.010482726,0.001203348,0.00008387688,0.00019149519,0.000029978533,0.002804987],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99871737,0.000013186321,0.00030883373,0.00029497122,0.00032912733,0.0003364891],"domain_scores_gemma":[0.99930704,0.000019616982,0.00023981795,0.0001557928,0.00026509288,0.000012671894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00045728424,0.00019655014,0.0001186278,0.00015379245,0.0001790764,0.00041799905,0.0003824475,0.000092360344,0.00027895955],"category_scores_gemma":[0.00006503561,0.00020005992,0.00006116253,0.000581947,0.000047311172,0.0017040969,0.000091683665,0.00017876839,0.00024544424],"study_design_candidate":"theoretical_or_conceptual","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":[0.00012868419,0.00030422473,0.057856984,0.00028505427,0.00021434258,0.00003130377,0.0001633248,0.019979954,0.00083445874,0.78362125,0.07753279,0.05904761],"study_design_scores_gemma":[0.00088848296,0.000009189565,0.3970239,0.00022193209,0.00005079908,0.000006073198,0.00018194217,0.03304497,0.00038006567,0.038959567,0.5288218,0.00041124647],"about_ca_topic_score_codex":0.00020281014,"about_ca_topic_score_gemma":0.0005734129,"teacher_disagreement_score":0.7446617,"about_ca_system_score_codex":0.0002558844,"about_ca_system_score_gemma":0.000025647929,"threshold_uncertainty_score":0.81582063},"labels":[],"label_agreement":null},{"id":"W2470687697","doi":"10.2139/ssrn.2715555","title":"Business Models and Business Model Descriptions: A Research Synthesis","year":2016,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Business model; Artifact-centric business process model; Business process modeling; Business rule; Business Process Model and Notation; Business; Computer science; Process management; Business process; Marketing","score_opus":0.07151797389108673,"score_gpt":0.275521253566431,"score_spread":0.20400327967534426,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2470687697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49335968,0.0021322912,0.46610928,0.024396474,0.00045830908,0.00042118205,0.000004329088,0.00020960742,0.012908861],"genre_scores_gemma":[0.99367106,0.0037682103,0.00022712805,0.00022663728,0.0009983071,0.000039121296,0.000003095838,0.000049266953,0.0010172026],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.996703,0.000034698256,0.00038990733,0.00035101487,0.0005032279,0.0020181406],"domain_scores_gemma":[0.9970877,0.00008253926,0.00020495527,0.00023521176,0.0023693454,0.00002025138],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0033511657,0.00022829114,0.00023236503,0.000785857,0.0008022468,0.0004935491,0.0003487097,0.00014308219,0.000043190656],"category_scores_gemma":[0.0005473082,0.00015751294,0.000043264,0.0019928354,0.00019286995,0.0049405512,0.00013898578,0.0008158471,0.000081687285],"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":[0.000111581,0.00008253498,0.00060530414,0.00005250999,0.00004561453,0.00000303543,0.000011111848,0.0008390661,0.0019884116,0.94612676,0.00043454656,0.04969953],"study_design_scores_gemma":[0.00066080596,0.0000087085955,0.002311027,0.00021793664,0.00004556052,0.00009950895,0.00030956036,0.016989132,0.000025328945,0.9774815,0.0015545519,0.0002964157],"about_ca_topic_score_codex":0.00028125843,"about_ca_topic_score_gemma":0.00037248098,"teacher_disagreement_score":0.5003114,"about_ca_system_score_codex":0.00036491518,"about_ca_system_score_gemma":0.0010475665,"threshold_uncertainty_score":0.64231914},"labels":[],"label_agreement":null},{"id":"W2471209046","doi":"","title":"Business System Creation and Brand Construction : The Case Study of SOMES SADDLE","year":2007,"lang":"en","type":"article","venue":"Canadian parliamentary review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Saddle; Business; Engineering; Structural engineering","score_opus":0.022492817936774784,"score_gpt":0.2376426858233763,"score_spread":0.2151498678866015,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2471209046","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9866074,0.0075488817,0.000054161806,0.001134073,0.0003317284,0.001041504,0.0000050846375,0.00002873676,0.0032484357],"genre_scores_gemma":[0.99771816,0.0004985881,0.000020331809,0.0014938817,0.00019023803,0.000018534645,0.0000362936,0.0000104631445,0.00001350101],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99915487,0.00001583853,0.0003923257,0.00016660741,0.000101255595,0.00016910814],"domain_scores_gemma":[0.9992696,0.000023226099,0.0002424561,0.00018590954,0.0002579374,0.000020885564],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063731265,0.00012621882,0.00022158767,0.0001818178,0.00028260035,0.00007833388,0.00007986537,0.00003400412,0.00008012859],"category_scores_gemma":[0.000023566561,0.00009456975,0.0000203952,0.0009206696,0.000076330616,0.00060218066,0.000018697738,0.000068182955,0.000009215179],"study_design_candidate":"observational","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":[0.0000648773,0.00022257106,0.32894918,0.024084067,0.00028017507,0.0015759473,0.00036918948,0.000029036832,0.000060898023,0.04290354,0.012754206,0.5887063],"study_design_scores_gemma":[0.0054404573,0.0001480554,0.5602533,0.014238666,0.003037274,0.006121347,0.13572204,0.0007913137,0.00004520048,0.0007018691,0.2716514,0.00184907],"about_ca_topic_score_codex":0.36160117,"about_ca_topic_score_gemma":0.35464135,"teacher_disagreement_score":0.58685726,"about_ca_system_score_codex":0.00006811604,"about_ca_system_score_gemma":0.0000573996,"threshold_uncertainty_score":0.6571348},"labels":[],"label_agreement":null},{"id":"W2472287717","doi":"10.59876/a-ccpv-0qdh","title":"Fondements empiriques d'une métathéorie de l'innovation","year":2006,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.01758318052185849,"score_gpt":0.2597727047408296,"score_spread":0.2421895242189711,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2472287717","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05085031,0.0006699975,0.048632756,0.07476565,0.008587161,0.0005947486,0.00002661401,0.0002955282,0.8155772],"genre_scores_gemma":[0.85434467,0.00012578363,0.004967646,0.007553996,0.0057958527,0.000110404464,0.0020480412,0.000075707765,0.12497788],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975541,0.000015345375,0.00080197875,0.0004783339,0.0006331967,0.00051699765],"domain_scores_gemma":[0.9983029,0.000017325596,0.00053122477,0.00024728847,0.00089155097,0.000009729931],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00065928267,0.00034619105,0.00019392408,0.0009707052,0.0002579296,0.0009744981,0.00049975235,0.00016933888,0.0024110342],"category_scores_gemma":[0.000036171466,0.00041432513,0.000088437184,0.0021064568,0.000110366,0.0031414735,0.00028132705,0.00021485706,0.0010709079],"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":[0.000041789783,0.0003769152,0.03582755,0.0003190758,0.00015806647,0.000049695533,0.000009172472,0.00041569516,0.00013157925,0.7237906,0.22262809,0.016251775],"study_design_scores_gemma":[0.0008970102,0.000009452513,0.112707384,0.00022766546,0.00010048112,0.0000039909096,0.00012115373,0.004281608,0.00011575417,0.12637943,0.7547934,0.00036267724],"about_ca_topic_score_codex":0.001994987,"about_ca_topic_score_gemma":0.00013962422,"teacher_disagreement_score":0.8034944,"about_ca_system_score_codex":0.00031138497,"about_ca_system_score_gemma":0.00004090972,"threshold_uncertainty_score":0.99983084},"labels":[],"label_agreement":null},{"id":"W2473125574","doi":"10.3166/rfg.143.95-110","title":"Logistique et modèles d'affaires. L'exemple du commerce électronique","year":2003,"lang":"fr","type":"article","venue":"Revue française de gestion","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":"Ministère des Transports","funders":"","keywords":"Political science","score_opus":0.02573383239647066,"score_gpt":0.2310693975275381,"score_spread":0.20533556513106743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2473125574","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15057988,0.030123537,0.32996956,0.29805487,0.005845867,0.0018780633,0.000047784382,0.00094005,0.18256038],"genre_scores_gemma":[0.9884265,0.0011238008,0.0017154878,0.00279968,0.001128914,0.000067109526,0.00023950508,0.00007621534,0.0044228053],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980558,0.00017793619,0.00051094085,0.0004558851,0.00017515862,0.00062424724],"domain_scores_gemma":[0.9985948,0.000117669726,0.00034983864,0.00036161192,0.00054251647,0.000033537188],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0013811807,0.00038226644,0.00035169302,0.00025871006,0.00039592612,0.00038239727,0.00021028954,0.00055991166,0.00079164363],"category_scores_gemma":[0.000895962,0.00045360613,0.00012409706,0.001002599,0.00016071758,0.00204226,0.00005367445,0.0006799927,0.0004392805],"study_design_candidate":"theoretical_or_conceptual","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":[0.00005888147,0.0003160709,0.025119696,0.0013344736,0.000034179848,0.00003685393,0.00014946995,0.0072606844,0.00067828357,0.93728405,0.020915141,0.0068121967],"study_design_scores_gemma":[0.0007489475,0.000034296172,0.06879874,0.00089691905,0.00014117298,0.00008190878,0.00007975048,0.01992597,0.0003140479,0.016706137,0.8916647,0.0006074317],"about_ca_topic_score_codex":0.003585745,"about_ca_topic_score_gemma":0.0007739969,"teacher_disagreement_score":0.92057794,"about_ca_system_score_codex":0.00019933535,"about_ca_system_score_gemma":0.00020987296,"threshold_uncertainty_score":0.99979156},"labels":[],"label_agreement":null},{"id":"W2473154504","doi":"10.3917/riges.412.0073","title":"Fujitsu-TechShop : faire équipe au-delà des frontières pour innover","year":2016,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.02487163355484567,"score_gpt":0.22607991563702415,"score_spread":0.20120828208217847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2473154504","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6835068,0.003499369,0.0464702,0.23334804,0.0063602063,0.0004925388,0.000025462292,0.00045395017,0.025843458],"genre_scores_gemma":[0.96066225,0.00019093574,0.00060396857,0.0007017893,0.0031646467,0.000022440283,0.000059976624,0.00005060406,0.034543373],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982209,0.000032210657,0.00046294872,0.00043221354,0.00027979584,0.0005719198],"domain_scores_gemma":[0.9984047,0.00005374569,0.00033676464,0.00029171334,0.0008927007,0.00002037797],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005107513,0.00033205101,0.00024273433,0.00032723838,0.00041531897,0.0002974085,0.0002161207,0.0004018467,0.0017953952],"category_scores_gemma":[0.00046076285,0.0002710103,0.00008005351,0.0010407665,0.00027500623,0.004947525,0.00012932696,0.00020128876,0.0029640272],"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":[0.0001225324,0.00020394952,0.08005014,0.00066420005,0.0000548293,0.000016574259,0.00008241969,0.000057243135,0.009286646,0.38808876,0.043604318,0.4777684],"study_design_scores_gemma":[0.0014723656,0.000035834117,0.54784846,0.0022808816,0.00015787045,0.000012645961,0.00022403253,0.0010055164,0.00088449137,0.039156158,0.4062081,0.00071366446],"about_ca_topic_score_codex":0.0010361633,"about_ca_topic_score_gemma":0.00031010964,"teacher_disagreement_score":0.47705472,"about_ca_system_score_codex":0.00023909254,"about_ca_system_score_gemma":0.00010991708,"threshold_uncertainty_score":0.9999742},"labels":[],"label_agreement":null},{"id":"W2473429967","doi":"","title":"CARACTÉRISATION DU PROCESSUS DE COMMERCIALISATION D'UN SECTEUR EMERGENT: ÉTUDE MULTI-CAS DE FIRMES DU SECTEUR DES ALIMENTS FONCTIONNELS ET PRODUITS NUTRACEUTIQUES DU QUÉBEC","year":2007,"lang":"fr","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science","score_opus":0.03347370191676317,"score_gpt":0.27095737856669055,"score_spread":0.2374836766499274,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2473429967","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8753367,0.0013233327,0.10218625,0.015951494,0.001443594,0.00096538605,0.000007786914,0.0004236928,0.0023617765],"genre_scores_gemma":[0.9879966,0.0009698958,0.0022945656,0.004106101,0.0034036855,0.000091814596,0.00033784084,0.00010228773,0.0006972088],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9968376,0.00016365465,0.0010138323,0.0006387169,0.0004448029,0.0009014045],"domain_scores_gemma":[0.99689007,0.00012844532,0.0007978799,0.00027575018,0.0018409094,0.00006695409],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032027222,0.00057967205,0.0003849526,0.00044948744,0.001062163,0.0007169795,0.00031365998,0.00044631405,0.0010045286],"category_scores_gemma":[0.0007620446,0.0006183515,0.00013622672,0.0015139614,0.00020626327,0.0058236,0.00013878867,0.0004168827,0.00015641208],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002580889,0.001819959,0.9389592,0.0015864691,0.0002301107,0.000030299596,0.0046207206,0.0010534108,0.0032242164,0.010134235,0.003915739,0.03416759],"study_design_scores_gemma":[0.0017241186,0.000054802254,0.9384942,0.0002896029,0.00030660865,0.00004508083,0.0013142059,0.01551335,0.010531885,0.0011866583,0.029832669,0.00070681685],"about_ca_topic_score_codex":0.08199499,"about_ca_topic_score_gemma":0.112887576,"teacher_disagreement_score":0.11265992,"about_ca_system_score_codex":0.00068200426,"about_ca_system_score_gemma":0.00038982136,"threshold_uncertainty_score":0.9999087},"labels":[],"label_agreement":null},{"id":"W2478429240","doi":"10.7202/1037925ar","title":"Partenariats et innovation organisationnelle dans les coopératives agricoles : l’exemple des vins effervescents et des céréales1","year":2016,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.030799159846320413,"score_gpt":0.2543897884308811,"score_spread":0.2235906285845607,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2478429240","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8089177,0.0003811991,0.08681544,0.09656042,0.00066385523,0.00046759075,0.000102215,0.00019883836,0.005892738],"genre_scores_gemma":[0.9493772,0.008132152,0.0068172077,0.0018918299,0.00089593197,0.00014293891,0.0007580294,0.0001063467,0.03187836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9970681,0.00046150302,0.0010135381,0.0007332861,0.00025610332,0.0004674575],"domain_scores_gemma":[0.9939886,0.0028360218,0.0010195427,0.00036919533,0.0017355302,0.000051115225],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001960525,0.00050799287,0.00038824868,0.00065998395,0.00036794692,0.00097141095,0.00040022976,0.0003753449,0.0014025385],"category_scores_gemma":[0.0066220686,0.00048805753,0.0001382973,0.00093851506,0.0004835397,0.005180221,0.0002757654,0.00037356743,0.00050638797],"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":[0.00014699103,0.0008415097,0.39525792,0.0005927359,0.00019638102,0.000022370696,0.0013354169,0.004919719,0.010496702,0.51598924,0.0042476575,0.06595335],"study_design_scores_gemma":[0.0022669442,0.000051154908,0.831836,0.0033347069,0.00012159564,0.00005734146,0.00043287285,0.0038143303,0.0016440848,0.074685134,0.08100606,0.0007497946],"about_ca_topic_score_codex":0.0010265411,"about_ca_topic_score_gemma":0.0021388058,"teacher_disagreement_score":0.44130412,"about_ca_system_score_codex":0.0007138636,"about_ca_system_score_gemma":0.00027958935,"threshold_uncertainty_score":0.9997571},"labels":[],"label_agreement":null},{"id":"W2479442986","doi":"10.1007/978-3-642-34447-3","title":"Contemporary Research on E-business Technology and Strategy","year":2012,"lang":"en","type":"book","venue":"Communications in computer and information science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":13,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Public Works and Government Services Canada","funders":"","keywords":"China; Library science; Computer science; Political science; Law","score_opus":0.16542151987056705,"score_gpt":0.35584573290398863,"score_spread":0.19042421303342158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2479442986","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0022766034,0.0006276019,0.001732772,0.0040492937,0.0003219692,0.0005381703,0.000004896103,0.000106420695,0.99034226],"genre_scores_gemma":[0.994712,0.0005679836,0.0011104803,0.001551331,0.00030162552,0.000057477737,0.00023351976,0.000013933398,0.0014516347],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986645,0.000015267246,0.00048024397,0.00020123727,0.00037698532,0.0002617583],"domain_scores_gemma":[0.9973258,0.00010181737,0.00027916272,0.0008891441,0.001389324,0.00001478578],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019498036,0.00017122008,0.00019550882,0.0045912312,0.00073181966,0.00085200265,0.001050229,0.00021106811,0.00001027009],"category_scores_gemma":[0.000082347215,0.00016216355,0.000010618757,0.0038811227,0.0017674176,0.01202383,0.0013580484,0.00066264125,0.000117298616],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000068320614,0.000028198587,0.00061169517,0.00012617529,0.0000023800674,2.0361186e-7,0.00005494161,0.00003253527,0.0000026343637,0.90949667,0.004900143,0.084737614],"study_design_scores_gemma":[0.00049093715,0.000027114393,0.03497211,0.0005512363,0.0000060061,0.000008939787,0.00016794547,0.019955741,0.0000030815424,0.030964158,0.9124446,0.0004081284],"about_ca_topic_score_codex":0.00003564389,"about_ca_topic_score_gemma":0.0000061808396,"teacher_disagreement_score":0.9924354,"about_ca_system_score_codex":0.000082966195,"about_ca_system_score_gemma":0.00038310574,"threshold_uncertainty_score":0.8716986},"labels":[],"label_agreement":null},{"id":"W2482671963","doi":"10.1017/cbo9780511804755.005","title":"Competition, conflict and cooperation: why and how do they interact socially?","year":2010,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Competition (biology); Business; Psychology; Social psychology; Biology; Ecology","score_opus":0.022695051397162838,"score_gpt":0.18822396068627983,"score_spread":0.165528909289117,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482671963","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019890096,0.00008472063,0.00030901362,0.0007923167,0.0003495253,0.00031618742,0.00004031488,0.000104533305,0.99601436],"genre_scores_gemma":[0.10852164,0.00022386822,0.000075094926,0.0014812512,0.0013567165,0.0000014777294,0.00038523626,0.000060368246,0.88789433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921906,0.0000075407547,0.00012264817,0.000363885,0.00013810047,0.00014876491],"domain_scores_gemma":[0.99894893,0.000025758189,0.00027250726,0.00019305048,0.0005408769,0.000018868514],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011311971,0.00029056176,0.0002758852,0.0002064315,0.00043917983,0.0006300301,0.00016184454,0.0003475058,0.000021077722],"category_scores_gemma":[0.000012690835,0.0003201686,0.000047597347,0.000014188317,0.0002701113,0.000790715,0.00023378,0.0004440329,0.000007942968],"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":[0.00004902225,0.0000055795194,0.000020582835,0.00015511541,0.000049999817,0.000024746883,0.000020312895,3.206761e-7,0.00029155138,0.9885228,0.010107336,0.0007526015],"study_design_scores_gemma":[0.00053889456,0.000008728469,0.00022437818,0.00014120938,0.00012948542,0.000007998474,0.000044902245,0.00006477758,0.000035149333,0.00016211624,0.99827766,0.00036472356],"about_ca_topic_score_codex":0.00021064316,"about_ca_topic_score_gemma":0.000050381776,"teacher_disagreement_score":0.9883607,"about_ca_system_score_codex":0.000023460232,"about_ca_system_score_gemma":0.000041375406,"threshold_uncertainty_score":0.999925},"labels":[],"label_agreement":null},{"id":"W2482774741","doi":"10.4018/978-1-4666-4745-9.ch010","title":"Interorganizational Relationships","year":2014,"lang":"en","type":"book-chapter","venue":"Advances in finance, accounting, and economics book series","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Royal Military College of Canada","funders":"","keywords":"Conceptualization; Knowledge management; Context (archaeology); Hierarchy; Corporate governance; Business; Management science; Process management; Political science; Computer science; Engineering; Geography; Artificial intelligence","score_opus":0.011724053320505492,"score_gpt":0.18402967518637506,"score_spread":0.17230562186586956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482774741","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.003546798,0.005610035,0.0003693839,0.00061928254,0.0012188819,0.00026871526,0.000013590998,0.000103133694,0.9882502],"genre_scores_gemma":[0.27212802,0.08090437,0.001755635,0.008546396,0.007308867,0.00010967691,0.0016412468,0.0004850068,0.6271208],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99854165,0.000002706625,0.0006386982,0.000495664,0.00007492771,0.00024634151],"domain_scores_gemma":[0.99871767,0.000040985324,0.00081202126,0.00023123725,0.00019202332,0.0000060697503],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00028122962,0.00038030092,0.00043093966,0.00040850174,0.00031452577,0.0003278824,0.00020857486,0.00031008857,0.00028512673],"category_scores_gemma":[0.00006751991,0.00043686246,0.00004779266,0.000097772645,0.00023471637,0.0070151743,0.000144918,0.00040411198,0.00020317527],"study_design_candidate":"theoretical_or_conceptual","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":[0.000030688556,0.0000056455483,0.005658254,0.00018777994,0.000009895894,0.0000013246104,0.000015888367,0.00032738177,5.348855e-7,0.9887955,0.0010933635,0.0038737096],"study_design_scores_gemma":[0.00020028415,0.0000059537606,0.002397517,0.0001840611,0.000020174684,0.000004004711,0.000016934848,0.00030481105,0.00000171536,0.17735162,0.81911796,0.00039493965],"about_ca_topic_score_codex":0.000016002483,"about_ca_topic_score_gemma":0.0005904829,"teacher_disagreement_score":0.81802464,"about_ca_system_score_codex":0.000049022132,"about_ca_system_score_gemma":0.000043029624,"threshold_uncertainty_score":0.9998083},"labels":[],"label_agreement":null},{"id":"W2482958456","doi":"10.4018/978-1-60960-587-2.ch504","title":"Assessing Relational E-Strategy Supporting Business Relationships","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Concordia University","funders":"","keywords":"Electronic business; Business; Investment (military); Marketing; Value (mathematics); Quarter (Canadian coin); Construct (python library); Business value; Business administration; Business model; Economics; Human capital; Computer science; Geography; Politics; Political science","score_opus":0.0975588792350115,"score_gpt":0.2706829265600159,"score_spread":0.17312404732500442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2482958456","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011721044,0.00008387243,0.00216247,0.00022242586,0.00096682174,0.00035691736,0.000018042989,0.0004014827,0.99461585],"genre_scores_gemma":[0.9472705,0.0000016296411,0.0005147974,0.0007536722,0.0029100273,0.00002036504,0.0003025566,0.00012482717,0.0481016],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99724007,0.000011010679,0.0010429516,0.0006792901,0.0005390125,0.00048764623],"domain_scores_gemma":[0.99676615,0.000039552902,0.0014592905,0.0004415849,0.0012664961,0.000026933669],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005699513,0.00063235534,0.0004983232,0.00033010507,0.0006654869,0.0008683327,0.00033049428,0.00084804714,0.0007371672],"category_scores_gemma":[0.00015929331,0.0006658316,0.0001662592,0.00023015287,0.00015878191,0.0023186759,0.00018339015,0.0007796955,0.0012663085],"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":[0.00002648471,0.000015688465,0.0013124181,0.00017737619,0.000057105928,0.00004200158,0.000005922066,0.000057964502,0.000011525012,0.9910014,0.0021127795,0.0051792976],"study_design_scores_gemma":[0.00036168724,0.000005646428,0.026261078,0.00045896808,0.00021460999,0.000028977089,0.000029532966,0.00018094497,0.0000028324987,0.9146154,0.056965068,0.0008752616],"about_ca_topic_score_codex":0.00026238675,"about_ca_topic_score_gemma":0.00010463593,"teacher_disagreement_score":0.94651425,"about_ca_system_score_codex":0.00016074143,"about_ca_system_score_gemma":0.00034504893,"threshold_uncertainty_score":0.9995793},"labels":[],"label_agreement":null},{"id":"W2483275136","doi":"10.4018/978-1-4666-4745-9.ch011","title":"Interorganizational Information Systems and Interorganizational Relationships","year":2014,"lang":"en","type":"book-chapter","venue":"Advances in finance, accounting, and economics book series","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Royal Military College of Canada","funders":"","keywords":"Relevance (law); Business; Relation (database); Alliance; Knowledge management; Competition (biology); Information technology; Information system; Competitive advantage; Industrial organization; Marketing; Computer science; Engineering; Political science","score_opus":0.008349680491966684,"score_gpt":0.1715007323739183,"score_spread":0.16315105188195161,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2483275136","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.013097889,0.010684876,0.0037515783,0.0010074505,0.003318202,0.0009264934,0.000074430136,0.0002333495,0.9669057],"genre_scores_gemma":[0.8379394,0.052026145,0.0009890819,0.005090082,0.003969217,0.000108878536,0.0039354046,0.00028866224,0.095653154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99863356,0.0000038508724,0.0007509944,0.00033034096,0.00009008517,0.000191188],"domain_scores_gemma":[0.99852526,0.000041907588,0.0009325958,0.00016019394,0.00033211932,0.000007926654],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002858156,0.00034166584,0.0003797066,0.0004940543,0.00031238937,0.00065419584,0.00014655647,0.00028632546,0.0000797358],"category_scores_gemma":[0.00009450418,0.00038753424,0.000024048679,0.00011009701,0.00020674673,0.013688925,0.00015610625,0.00031255736,0.000092912174],"study_design_candidate":"theoretical_or_conceptual","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":[0.000027210332,0.0000036712468,0.008773253,0.00035890777,0.000011864528,3.849094e-7,0.000043475677,0.00069418456,3.6871862e-7,0.98767596,0.00065104605,0.0017596518],"study_design_scores_gemma":[0.00028619083,0.000008870731,0.0045662373,0.00029357334,0.00002379113,0.000010903557,0.00006938157,0.0017114568,9.4519515e-7,0.041111976,0.95151085,0.00040584555],"about_ca_topic_score_codex":0.000021749509,"about_ca_topic_score_gemma":0.0001786916,"teacher_disagreement_score":0.9508598,"about_ca_system_score_codex":0.000055407556,"about_ca_system_score_gemma":0.00004418943,"threshold_uncertainty_score":0.99985766},"labels":[],"label_agreement":null},{"id":"W2485050646","doi":"10.1016/s0742-3322(08)25018-7","title":"The dynamics of network strategies and positions","year":2008,"lang":"en","type":"book-chapter","venue":"Advances in strategic management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":24,"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":"Syndicate; Bridging (networking); Business; Alliance; Underwriting; Industrial organization; Position (finance); Network dynamics; Marketing; Finance; Computer science; Computer security; Political science","score_opus":0.016536495936363405,"score_gpt":0.22746474223004529,"score_spread":0.21092824629368187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2485050646","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002138406,0.006892279,0.00033098567,0.00038251324,0.00045113073,0.00043891117,0.0000049174046,0.00004733273,0.9912381],"genre_scores_gemma":[0.7536457,0.12528695,0.0012376875,0.0007805073,0.002090557,0.00017430334,0.0008167275,0.00018944294,0.1157781],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99848723,0.0000050283707,0.00059078826,0.00034542018,0.00027664565,0.00029487585],"domain_scores_gemma":[0.9989159,0.00004570831,0.00055899494,0.00032341882,0.00014907417,0.0000068727963],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00022309822,0.00033403208,0.00031745422,0.00021655938,0.0003151206,0.0002778913,0.00029139628,0.00014294978,0.00006348315],"category_scores_gemma":[0.0000019222014,0.00027217562,0.000059630736,0.00025563693,0.0003640263,0.0013608136,0.00016831615,0.000275947,0.000016831045],"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":[0.000031216226,0.000015165063,0.00004501913,0.0004205766,0.000043488402,0.000028739049,0.000003932007,0.0021608495,1.5614651e-7,0.9872806,0.00029400745,0.0096762525],"study_design_scores_gemma":[0.0002728761,0.000016456383,0.0004259975,0.00037253686,0.00007081412,0.000003950592,0.00070303,0.002032556,9.6298415e-8,0.83425254,0.16151927,0.00032987815],"about_ca_topic_score_codex":0.000041714226,"about_ca_topic_score_gemma":0.0009404617,"teacher_disagreement_score":0.87545997,"about_ca_system_score_codex":0.00004391931,"about_ca_system_score_gemma":0.000028508588,"threshold_uncertainty_score":0.99997306},"labels":[],"label_agreement":null},{"id":"W249567342","doi":"","title":"Innovation Reinvented: Six Games to Drive Growth","year":2012,"lang":"en","type":"article","venue":"Research-Technology Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Miller; Disruptive innovation; Marketing; Business; Innovation management","score_opus":0.061146276167078226,"score_gpt":0.32041620657561526,"score_spread":0.259269930408537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W249567342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7297248,0.00016672602,0.006324653,0.05866917,0.0009955235,0.0019128749,0.0000020833877,0.0010970073,0.20110716],"genre_scores_gemma":[0.99425817,0.000032596923,0.0010758251,0.0018488497,0.0006938527,0.0003047386,0.000055465418,0.00003995108,0.0016905385],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975114,0.000023123284,0.00042215743,0.0004252248,0.0006331025,0.0009850053],"domain_scores_gemma":[0.9981774,0.00002244848,0.00014443521,0.00051546947,0.0011206709,0.000019537476],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019418362,0.00021437113,0.0001984934,0.005201223,0.00041625713,0.00019699566,0.0005911874,0.00021060309,0.00026310745],"category_scores_gemma":[0.00037397246,0.00021042788,0.00003243026,0.012345867,0.00022000715,0.0015628551,0.0009659287,0.00047757276,0.0031445825],"study_design_candidate":"theoretical_or_conceptual","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":[0.00003429749,0.0001630892,0.014963463,0.00019285377,0.000048812264,0.000010553493,0.000015641612,0.000010282966,0.00091293047,0.930603,0.03760606,0.0154389925],"study_design_scores_gemma":[0.0009975978,0.00006864305,0.07482198,0.00022510967,0.00005162805,0.0000049784885,0.0020964216,0.00038259645,0.003695096,0.1289889,0.78798157,0.0006854773],"about_ca_topic_score_codex":0.00009282765,"about_ca_topic_score_gemma":0.00001286589,"teacher_disagreement_score":0.8016141,"about_ca_system_score_codex":0.00013122863,"about_ca_system_score_gemma":0.000014098227,"threshold_uncertainty_score":0.9976316},"labels":[],"label_agreement":null},{"id":"W2500359941","doi":"10.4018/978-1-60960-132-4.ch016","title":"Web Services Communities","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Business Strategy and Innovation","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":"Concordia University","funders":"","keywords":"Coopetition; Competition (biology); World Wide Web; Web service; Perspective (graphical); Business; Set (abstract data type); Computer science; Web 2.0; WS-Policy; Web development; Knowledge management; Web application security; Ecology; Economics; Game theory; Microeconomics; Artificial intelligence","score_opus":0.03386490993152594,"score_gpt":0.2191294689209842,"score_spread":0.18526455898945826,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2500359941","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013158862,0.00014942912,0.000010620342,0.0000849208,0.00076851813,0.00019734063,0.000030662773,0.0003083508,0.99713427],"genre_scores_gemma":[0.92546153,0.00000792833,0.0000394623,0.004640588,0.0017451713,0.000013704121,0.0001086388,0.000070330694,0.06791264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99892044,0.0000028889833,0.00036106614,0.0002174604,0.00023920233,0.00025896978],"domain_scores_gemma":[0.99872845,0.000006709597,0.00042201483,0.00044923252,0.00038383907,0.000009737627],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00010682295,0.00041678204,0.00034309205,0.00015422155,0.0002358666,0.00034511136,0.00049741805,0.00039737122,0.00071904727],"category_scores_gemma":[0.0000016972958,0.0004072929,0.000111986425,0.000044390497,0.000117071686,0.0004935083,0.00027960827,0.0002904912,0.0016276506],"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":[0.000029318899,0.000008309264,0.0001871838,0.00035493058,0.00005364668,0.00001054664,0.00001674885,5.967801e-7,0.000005158686,0.994712,0.0023644948,0.0022570984],"study_design_scores_gemma":[0.00022012198,0.00000665251,0.00024000045,0.00034870807,0.000096166,0.000004509634,0.00005485961,0.000047915593,0.0000020351192,0.5982054,0.4003426,0.00043100724],"about_ca_topic_score_codex":0.0020930741,"about_ca_topic_score_gemma":0.0017081914,"teacher_disagreement_score":0.92922163,"about_ca_system_score_codex":0.000042511416,"about_ca_system_score_gemma":0.000053260064,"threshold_uncertainty_score":0.9998379},"labels":[],"label_agreement":null},{"id":"W2503993968","doi":"10.4018/978-1-61520-676-6.ch010","title":"Determinants of Manufacturing Firms' Use of Web-Based IOISs to Share Inventory Information with Key Partners","year":2010,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Polytechnique Montréal; Université du Québec à Montréal","funders":"","keywords":"Key (lock); Business; Tobit model; Marketing; Information exchange; Knowledge management; Industrial organization; Computer science; Telecommunications","score_opus":0.029144369965888824,"score_gpt":0.23777777219881838,"score_spread":0.20863340223292956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2503993968","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34618437,0.00000767026,0.00013333022,0.00006147931,0.00045928406,0.0007840613,0.00015079754,0.00011970076,0.6520993],"genre_scores_gemma":[0.9971912,2.9036397e-7,0.00032077215,0.0008698821,0.00017344371,0.000015423268,0.00008558731,0.00002938645,0.0013139962],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986055,0.0000024124536,0.0005943866,0.00020548819,0.0003815842,0.00021065892],"domain_scores_gemma":[0.9981833,0.000010512137,0.0009327353,0.00034192123,0.0005113271,0.000020185324],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00010612589,0.00033084626,0.00039163433,0.00030694393,0.000072637704,0.00014820267,0.00023342413,0.0003266977,0.000086490116],"category_scores_gemma":[0.000028384657,0.00029562702,0.00008391243,0.00006279056,0.000089390676,0.001012614,0.00009790046,0.00020106455,0.00006272224],"study_design_candidate":"theoretical_or_conceptual","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":[0.0014279949,0.00007017885,0.01676291,0.005677206,0.00017210327,0.000040026225,0.00009364667,0.0009126396,0.00040158944,0.94238836,0.0037658534,0.028287478],"study_design_scores_gemma":[0.005615408,0.00032705808,0.04588852,0.009556471,0.0008387167,0.00001719166,0.00010146769,0.002759115,0.021070063,0.036375828,0.87372655,0.003723599],"about_ca_topic_score_codex":0.00038216863,"about_ca_topic_score_gemma":0.0006542728,"teacher_disagreement_score":0.90601254,"about_ca_system_score_codex":0.000044697226,"about_ca_system_score_gemma":0.0001323262,"threshold_uncertainty_score":0.9999496},"labels":[],"label_agreement":null},{"id":"W2504260051","doi":"10.4018/978-1-4666-2533-4.ch011","title":"Social Web Services Research Roadmap","year":2012,"lang":"en","type":"book-chapter","venue":"Advances in systems analysis, software engineering, and high performance computing book series","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Argumentation theory; Weaving; World Wide Web; Reputation; Social web; Web service; Web engineering; Web development; Web application security; Computer science; Data science; Internet privacy; Knowledge management; Social media; Engineering; Sociology; Social science","score_opus":0.014193268719974134,"score_gpt":0.24396263455180986,"score_spread":0.22976936583183571,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504260051","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32770842,0.4752249,0.0103436615,0.00053659535,0.0120777525,0.004347401,0.00013022908,0.0048092357,0.1648218],"genre_scores_gemma":[0.9780033,0.0059952806,0.0002441877,0.00007242638,0.0041126376,0.000029179755,0.00032581782,0.00010805969,0.011109097],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972962,0.000011160697,0.0008470198,0.0005860593,0.00059345365,0.000666082],"domain_scores_gemma":[0.9984979,0.00007484478,0.0005494984,0.00031011752,0.00054308935,0.000024532745],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009064014,0.00057049363,0.0009770293,0.001762622,0.0006368785,0.00052059954,0.00035527576,0.00040338113,0.00006683718],"category_scores_gemma":[0.000017505497,0.0005780359,0.000119603756,0.00088516524,0.00017991627,0.004753823,0.0002854226,0.00074803445,0.00005147627],"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":[0.00013667863,0.00007630606,0.0898968,0.020457914,0.0012476569,0.000038143065,0.00074230414,0.11085172,0.000024697898,0.7599787,0.0004922329,0.016056845],"study_design_scores_gemma":[0.00034884334,0.000024809182,0.014001682,0.0014117031,0.00040282012,0.000009084454,0.00014150889,0.042250525,0.0000035360572,0.00023823146,0.94008446,0.0010827736],"about_ca_topic_score_codex":0.0001929627,"about_ca_topic_score_gemma":0.00013956353,"teacher_disagreement_score":0.93959224,"about_ca_system_score_codex":0.00011122227,"about_ca_system_score_gemma":0.000040596075,"threshold_uncertainty_score":0.9996671},"labels":[],"label_agreement":null},{"id":"W2504851448","doi":"10.7202/1037924ar","title":"Quelles différences de perception des entreprises locales et des firmes multinationales de leurs relations d’alliances stratégiques instables ?","year":2016,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Sociology; Philosophy","score_opus":0.037479918464396106,"score_gpt":0.27019959015035605,"score_spread":0.23271967168595994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2504851448","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8450879,0.0028504971,0.057693664,0.08912524,0.00035045884,0.00032287315,0.000106919055,0.00023788378,0.0042246],"genre_scores_gemma":[0.85399085,0.06978163,0.03594059,0.0012453347,0.0009460918,0.0001770822,0.00032147922,0.000077973906,0.037518933],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971536,0.00047671865,0.00082810095,0.00071331667,0.0002534324,0.00057485],"domain_scores_gemma":[0.9926781,0.005107581,0.0007687284,0.00029296684,0.001071606,0.00008099203],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018258408,0.0004842993,0.00035569287,0.00053016504,0.0003954036,0.001088559,0.0004322998,0.00040132136,0.002045821],"category_scores_gemma":[0.007093397,0.00047457442,0.0002094405,0.0003811453,0.00092015066,0.0057005,0.00017648216,0.00042990502,0.0003303326],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009998249,0.0005462049,0.5833076,0.0005005293,0.00013420272,0.000024499861,0.00097237265,0.022190602,0.0016665257,0.19288743,0.002465222,0.19520484],"study_design_scores_gemma":[0.0010536246,0.000034021632,0.76002234,0.0043860967,0.00012916756,0.00008030245,0.0012113039,0.016330037,0.00031404084,0.15825853,0.057536013,0.00064454303],"about_ca_topic_score_codex":0.0018648483,"about_ca_topic_score_gemma":0.0035268725,"teacher_disagreement_score":0.19456029,"about_ca_system_score_codex":0.0010474233,"about_ca_system_score_gemma":0.00049955706,"threshold_uncertainty_score":0.9999484},"labels":[],"label_agreement":null},{"id":"W2509243669","doi":"10.1093/jeg/lbw020","title":"Structure and evolution of global cluster networks: evidence from the aerospace industry","year":2016,"lang":"en","type":"article","venue":"Journal of Economic Geography","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":142,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Cluster (spacecraft); Linkage (software); Aerospace; Transaction cost; Global value chain; Economic geography; Industrial organization; Database transaction; Empirical evidence; Centrality; Value (mathematics); Business; Network structure; Computer science; Economics; International trade; Engineering; Comparative advantage; Distributed computing; Mathematics","score_opus":0.011477612187464986,"score_gpt":0.20969238705619117,"score_spread":0.19821477486872618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509243669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9928253,0.00086909486,0.0013822734,0.0041454774,0.0006033708,0.0000526086,0.000005749301,0.000004375288,0.00011172549],"genre_scores_gemma":[0.9982792,0.000055223525,0.000076278484,0.0003335364,0.0012480653,3.856964e-7,7.1972926e-7,0.000004075939,0.000002489769],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993958,0.000010149293,0.0003342823,0.000092043214,0.00006630059,0.00010140956],"domain_scores_gemma":[0.99890804,0.00006565968,0.0007564974,0.00010802117,0.00015426743,0.000007499942],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027540012,0.00008770654,0.00014549989,0.00006358717,0.000061190796,0.000087556815,0.00017017094,0.00012457483,0.00009068508],"category_scores_gemma":[0.00004578832,0.00004895508,0.00006427543,0.0001991245,0.00009844715,0.0015540776,0.000052632404,0.00014114927,0.000002482641],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007151528,0.000005247516,0.9914926,0.0000073952774,0.000042794793,3.3029445e-7,0.0000029609973,0.00070484536,0.0001178272,0.003874972,0.0021431502,0.0015363325],"study_design_scores_gemma":[0.000400356,0.000010869062,0.9868073,0.00021233926,0.000048578,0.0000045386637,0.000050428815,0.00040954482,0.0000119174165,0.011412043,0.0005657277,0.00006636379],"about_ca_topic_score_codex":0.00035386765,"about_ca_topic_score_gemma":0.00011843154,"teacher_disagreement_score":0.007537071,"about_ca_system_score_codex":0.000034144927,"about_ca_system_score_gemma":0.000027979064,"threshold_uncertainty_score":0.19963302},"labels":[],"label_agreement":null},{"id":"W2509480690","doi":"10.1108/sl-04-2016-0026","title":"The value matrix: a tool for assessing the future of a business model","year":2016,"lang":"en","type":"article","venue":"Strategy and Leadership","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":16,"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":"Competitor analysis; Marketing; Business model; Product-service system; Business; Value capture; New product development; Competitive advantage; New business development; Value (mathematics); Business value; Product innovation; Profit (economics); Industrial organization; Economics; Computer science; Microeconomics","score_opus":0.0867687151664305,"score_gpt":0.28162485650851726,"score_spread":0.19485614134208676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509480690","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.62810564,0.00709678,0.119054906,0.21774296,0.002184591,0.0024771434,0.00002828591,0.00033224397,0.022977456],"genre_scores_gemma":[0.9971303,0.000039924427,0.000109579414,0.0006129187,0.0012018398,0.000035760306,0.0000065810937,0.00001753685,0.0008456077],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991299,0.000014728648,0.00025944258,0.00018280275,0.00014149035,0.0002716455],"domain_scores_gemma":[0.99906,0.0001656958,0.00022125675,0.000194236,0.00035389085,0.0000049229175],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006549006,0.00015003385,0.00013427541,0.000057286306,0.00054171326,0.00036052108,0.00020726986,0.000106752974,0.000009230542],"category_scores_gemma":[0.00007943876,0.00006706526,0.000047256584,0.0004257982,0.00022728225,0.001197049,0.000027793767,0.00009730276,0.000004799167],"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":[0.000097175354,0.000020546411,0.0010184908,0.0003275677,0.000023935449,4.3913886e-7,0.000036163205,0.00040381713,0.0017040666,0.94912446,0.0015518697,0.045691486],"study_design_scores_gemma":[0.005551487,0.000067062014,0.17323388,0.0010020129,0.00045725307,0.000020281082,0.019201675,0.09380151,0.0009883699,0.58970666,0.11437975,0.0015900582],"about_ca_topic_score_codex":0.000021110547,"about_ca_topic_score_gemma":0.000020483489,"teacher_disagreement_score":0.3690246,"about_ca_system_score_codex":0.00000753633,"about_ca_system_score_gemma":0.000070735005,"threshold_uncertainty_score":0.41664752},"labels":[],"label_agreement":null},{"id":"W2512784830","doi":"10.3138/jsp.37.2.86","title":"A Cooperative Publishing Model for Sustainable Scholarship","year":2006,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Publishing; Scholarship; Business model; German; Diversity (politics); Business; Public relations; Political science; Sociology; Knowledge management; Management; Marketing; Economics; Computer science; History; Law; Archaeology","score_opus":0.041120920773687945,"score_gpt":0.2466064629229217,"score_spread":0.20548554214923376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2512784830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6180941,0.0010534856,0.20040712,0.06325846,0.0014137696,0.0009423716,0.00001014228,0.00022590082,0.114594676],"genre_scores_gemma":[0.9845847,0.0000032746148,0.004776119,0.00406723,0.004550892,0.000014623498,0.000058085567,0.00004909829,0.0018959787],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9972555,0.00002426117,0.0010053503,0.00026542784,0.0008753263,0.0005741553],"domain_scores_gemma":[0.9808565,0.00010345991,0.0014121094,0.00019821401,0.01739923,0.00003048586],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0069461074,0.00024059307,0.00035236703,0.0012717444,0.000742381,0.17872396,0.0009896668,0.00033016028,0.0000365742],"category_scores_gemma":[0.011631016,0.00021367529,0.00016873039,0.0019181672,0.000046442598,0.56142026,0.00019234177,0.0017130281,0.0000061003775],"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":[0.00019712451,0.00015460262,0.010144598,0.00022459429,0.000045925717,0.00003350216,0.000049851467,0.013178363,0.0014237382,0.865208,0.107497275,0.0018423996],"study_design_scores_gemma":[0.0070763384,0.00009248195,0.033005994,0.00053914957,0.0002671542,0.00007306709,0.003143775,0.11945373,0.00041117705,0.59427196,0.24051853,0.0011466295],"about_ca_topic_score_codex":0.0003256036,"about_ca_topic_score_gemma":0.0000596475,"teacher_disagreement_score":0.3826963,"about_ca_system_score_codex":0.00019991201,"about_ca_system_score_gemma":0.00037497384,"threshold_uncertainty_score":0.99669445},"labels":[],"label_agreement":null},{"id":"W2513472148","doi":"10.1007/978-981-10-1079-8_3","title":"Platforms—From the One-Sided Market to the One-Sided + Two-Sided Market","year":2016,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"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":"Advertising; Commission; China; Business; Quarter (Canadian coin); Market share; Service (business); Commerce; Marketing; Geography; Finance","score_opus":0.04052853154826036,"score_gpt":0.2240005756748769,"score_spread":0.18347204412661655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2513472148","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0009085943,0.00011980181,0.0008482671,0.025598215,0.001588385,0.0015778232,0.00008221609,0.00037674536,0.96889997],"genre_scores_gemma":[0.07046646,0.00013943967,0.00035147014,0.036035296,0.011024922,0.00015734132,0.0006005526,0.00031095502,0.88091356],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99598634,0.000018615861,0.0011737174,0.0010171385,0.001031674,0.00077252154],"domain_scores_gemma":[0.99569386,0.00083503686,0.00097379746,0.0016496775,0.0008084696,0.00003914923],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014272195,0.0009799777,0.0008056388,0.00039901974,0.00081084145,0.0011421827,0.0015190345,0.0005771485,0.045613997],"category_scores_gemma":[0.0005506543,0.00053849886,0.00032390357,0.0004241181,0.00021303799,0.0018070925,0.00080914487,0.0007879117,0.0043130363],"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":[0.0006389677,0.000038142007,0.00009055964,0.000063129,0.0003254072,0.0000105555355,0.000024196159,0.000004700844,0.00011316615,0.5826253,0.40284806,0.013217789],"study_design_scores_gemma":[0.0012609013,0.000017686407,0.009109101,0.0014432769,0.00039004296,0.000003292428,0.0000943878,0.00028660704,0.00005212693,0.23096628,0.7551439,0.0012324086],"about_ca_topic_score_codex":0.0012595195,"about_ca_topic_score_gemma":0.0027865258,"teacher_disagreement_score":0.35229582,"about_ca_system_score_codex":0.000115992436,"about_ca_system_score_gemma":0.00013267992,"threshold_uncertainty_score":0.99989474},"labels":[],"label_agreement":null},{"id":"W2515547999","doi":"10.4000/communication.6468","title":"Panorama de la communication des entreprises françaises sur Internet en 1998","year":2000,"lang":"fr","type":"article","venue":"Communication","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"The Internet; Humanities; Political science; Art; Computer science; World Wide Web","score_opus":0.019870829561998142,"score_gpt":0.2436380304590355,"score_spread":0.22376720089703736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515547999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8234383,0.039795186,0.00083609275,0.008575679,0.00016164666,0.00031772774,0.0000055494143,0.00021098951,0.12665883],"genre_scores_gemma":[0.97321963,0.015597639,0.0018074461,0.00073084066,0.0002477784,0.000050856066,0.0005154726,0.000044099732,0.007786264],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.998236,0.00047455597,0.0005241156,0.00024351919,0.00016957191,0.00035224902],"domain_scores_gemma":[0.9974634,0.00054017815,0.0003158328,0.0012997112,0.00036000114,0.000020878375],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014225048,0.00026584842,0.00023248419,0.00016657711,0.0006944701,0.00078447565,0.0010558038,0.00033484044,0.0042836964],"category_scores_gemma":[0.00034510257,0.00030539697,0.000086777305,0.0007652653,0.00089967053,0.0031405482,0.0003084382,0.00049884105,0.0015148696],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014723942,0.001015496,0.17828639,0.0007901625,0.000115655996,0.000003289535,0.0033438955,0.0006399268,0.00031029384,0.08755851,0.03212,0.6956691],"study_design_scores_gemma":[0.00064781896,0.000009685132,0.20785648,0.0010719426,0.00012705768,0.0000091216725,0.0004085698,0.008859819,0.00020692148,0.01644493,0.76399654,0.0003611167],"about_ca_topic_score_codex":0.013838894,"about_ca_topic_score_gemma":0.0007526502,"teacher_disagreement_score":0.73187655,"about_ca_system_score_codex":0.00021666344,"about_ca_system_score_gemma":0.00009547366,"threshold_uncertainty_score":0.9999398},"labels":[],"label_agreement":null},{"id":"W2515774007","doi":"","title":"Sun Tzu: Art of Business","year":2016,"lang":"en","type":"article","venue":"The Journal of Internet Banking and Commerce","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Data science","score_opus":0.021989637955672,"score_gpt":0.22254552487118665,"score_spread":0.20055588691551465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2515774007","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.972632,0.00016420196,0.008340043,0.00840729,0.00038154906,0.00003896095,4.3177417e-7,0.000010648097,0.010024889],"genre_scores_gemma":[0.9980881,0.00007460687,0.000029122837,0.0008577219,0.00040662903,3.095874e-7,6.871597e-7,0.000008701987,0.00053410715],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.999338,0.00001585001,0.00034962667,0.000050061786,0.00014681504,0.00009964617],"domain_scores_gemma":[0.9987678,0.000080896265,0.0005343372,0.00010443852,0.00050823984,0.0000043143905],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00066841947,0.00008766892,0.00016347051,0.00013429868,0.000046233443,0.000053232347,0.00024003202,0.000034203535,0.00019617718],"category_scores_gemma":[0.00008035563,0.000042988897,0.000032628384,0.00027704536,0.0000931543,0.0006567582,0.00007656745,0.00009803908,0.000019017167],"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":[0.0021346486,0.00044621745,0.1291642,0.0008380664,0.0004546208,0.00002676937,0.0007706681,0.00014029855,0.0532947,0.31193593,0.13492931,0.36586457],"study_design_scores_gemma":[0.0037954636,0.00016683925,0.6736385,0.0044061076,0.0003853749,0.00036469544,0.0007306319,0.00095706095,0.004653836,0.030726597,0.27953514,0.0006397392],"about_ca_topic_score_codex":0.0000910511,"about_ca_topic_score_gemma":0.000012635887,"teacher_disagreement_score":0.5444743,"about_ca_system_score_codex":0.0000075674675,"about_ca_system_score_gemma":0.0000113198075,"threshold_uncertainty_score":0.21480025},"labels":[],"label_agreement":null},{"id":"W2519828764","doi":"10.1177/1470593116657908","title":"Market system dynamics","year":2016,"lang":"en","type":"article","venue":"Marketing Theory","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":179,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Thriving; Scholarship; Harm; Market system; Positive economics; Economics; Marketing; Sociology; Political science; Business; Market economy; Social science; Law; Economic growth","score_opus":0.007788641476217978,"score_gpt":0.18586473538437798,"score_spread":0.17807609390816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2519828764","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13589375,0.00003287096,0.013308222,0.001738303,0.0010553389,0.00016773613,0.000004084313,0.0006394658,0.8471602],"genre_scores_gemma":[0.9936566,0.0000022569438,0.00011410684,0.00044939024,0.00093190046,0.000013607383,0.000008785053,0.000031301293,0.0047920905],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990269,0.00009417057,0.00024292526,0.00022805687,0.00015262121,0.00025531],"domain_scores_gemma":[0.99900776,0.0003799813,0.00019353209,0.00024322807,0.00016945423,0.0000060422453],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005132237,0.00014570288,0.00013040636,0.00017094162,0.00018437584,0.00014090356,0.00020775686,0.00007793757,0.0011039726],"category_scores_gemma":[0.00082446786,0.000098636585,0.00004629336,0.00038919647,0.000063674786,0.00075944007,0.00010840833,0.00006414516,0.00040293837],"study_design_candidate":"theoretical_or_conceptual","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":[0.00059534085,0.000019382162,0.011061112,0.00032969215,0.00001785467,0.00000815396,0.0000022113572,0.0000010772676,0.00033091434,0.90984726,0.007970238,0.06981678],"study_design_scores_gemma":[0.003612006,0.00001924596,0.5867846,0.0037623763,0.00022049097,0.00004547318,0.0018910359,0.02758388,0.00016156753,0.10475506,0.26892582,0.0022384154],"about_ca_topic_score_codex":0.000014650665,"about_ca_topic_score_gemma":0.000006824282,"teacher_disagreement_score":0.8577628,"about_ca_system_score_codex":0.0000755799,"about_ca_system_score_gemma":0.000011895459,"threshold_uncertainty_score":0.99980915},"labels":[],"label_agreement":null},{"id":"W2522484123","doi":"","title":"B2B Marketers Integrate Precision Search to Boost Profitabilityand Increase Satisfaction Across the eCommerce Value Chain","year":2005,"lang":"en","type":"article","venue":"The Journal of Internet Banking and Commerce","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; Database transaction; Perspective (graphical); Value (mathematics); Productivity; Transaction cost; Marketing; Business; Database; Artificial intelligence; Economics","score_opus":0.02101980966349982,"score_gpt":0.27004422443302845,"score_spread":0.24902441476952863,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2522484123","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97383153,0.00013869688,0.0041513117,0.019907262,0.00027011562,0.000222104,0.0000014509675,0.000017596405,0.0014599194],"genre_scores_gemma":[0.9943979,0.000042690535,0.000110073226,0.0045230924,0.0007042481,0.0000036849056,0.0000026524383,0.000017090546,0.00019861654],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9986764,0.0001472692,0.00049641915,0.00013339562,0.0002966124,0.00024990237],"domain_scores_gemma":[0.99880147,0.000256602,0.00033412108,0.00022666217,0.00036208515,0.000019086854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040568016,0.00017443472,0.00019820487,0.00013155324,0.00034399144,0.0004414231,0.00041130942,0.000059300128,0.00010787264],"category_scores_gemma":[0.00018686966,0.00009513648,0.000060890558,0.0004040772,0.00010385027,0.0009788228,0.0002377792,0.00052138005,0.00002877544],"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":[0.0033226574,0.00016660398,0.07467796,0.00017585469,0.00015908053,0.000005457927,0.0048848675,0.0031717129,0.0021170455,0.012256831,0.015347257,0.8837147],"study_design_scores_gemma":[0.0015710267,0.00021264414,0.8993653,0.001029756,0.00014878322,0.00022113635,0.0062248916,0.0411437,0.0009803814,0.0018735974,0.046734817,0.0004939296],"about_ca_topic_score_codex":0.0018917632,"about_ca_topic_score_gemma":0.0004691523,"teacher_disagreement_score":0.88322073,"about_ca_system_score_codex":0.000060958853,"about_ca_system_score_gemma":0.000018287124,"threshold_uncertainty_score":0.42566532},"labels":[],"label_agreement":null},{"id":"W2529425797","doi":"","title":"Green Enterprise and Sustainability towards Business Federation in Professional Service Firms with respect to Globalization","year":2013,"lang":"en","type":"article","venue":"The Journal of Internet Banking and Commerce","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Service (business); Delegation; Sustainability; Globalization; Business; Order (exchange); Public relations; Autonomy; Politics; Marketing; Management; Economics; Political science; Finance; Market economy","score_opus":0.012872557972478429,"score_gpt":0.2433334322659038,"score_spread":0.23046087429342535,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2529425797","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96919745,0.000047377824,0.003520426,0.02636846,0.00012271215,0.00020657488,1.988915e-7,0.000009007152,0.0005277694],"genre_scores_gemma":[0.99653786,0.00000811064,0.000045830573,0.0031237311,0.0001642458,0.0000046836917,0.0000035124528,0.000007544894,0.00010448441],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993016,0.000037367157,0.0002888228,0.00008983809,0.00016729326,0.00011508031],"domain_scores_gemma":[0.9985309,0.000029971576,0.00024063916,0.00007995246,0.0011093032,0.0000092258115],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00058663596,0.00010578224,0.00013687504,0.00014373656,0.00010354483,0.00027416355,0.00013739023,0.00003867076,0.00004457654],"category_scores_gemma":[0.00007054362,0.00006312173,0.000008961834,0.00056824315,0.000030908785,0.0011184895,0.00010448446,0.00014635318,0.00000261155],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0036425216,0.0004701697,0.8293658,0.0016505,0.00010918989,0.000020735091,0.006269484,0.0027850387,0.00080219144,0.022197032,0.008950425,0.12373692],"study_design_scores_gemma":[0.00061041326,0.000041220075,0.98388267,0.00050979375,0.000022823435,0.00003960213,0.0014233076,0.006585318,0.00002290034,0.00511757,0.0016206477,0.00012376122],"about_ca_topic_score_codex":0.0062308195,"about_ca_topic_score_gemma":0.00093049253,"teacher_disagreement_score":0.15451685,"about_ca_system_score_codex":0.000041046835,"about_ca_system_score_gemma":0.00003692852,"threshold_uncertainty_score":0.94191766},"labels":[],"label_agreement":null},{"id":"W2530270572","doi":"10.1002/smj.2592","title":"Value capture theory: A strategic management review","year":2016,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":157,"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 Toronto","funders":"","keywords":"Value capture; Popularity; Value (mathematics); Computer science; Management science; Cooperative game theory; Strategic management; Game theory; Foundation (evidence); Operations research; Value creation; Knowledge management; Management; Economics; Mathematical economics; Political science","score_opus":0.03292889603582656,"score_gpt":0.24524189533487145,"score_spread":0.2123129992990449,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2530270572","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054028546,0.0026215473,0.0013933078,0.0085816225,0.0013092008,0.0008400476,0.000003863916,0.00024472727,0.9796028],"genre_scores_gemma":[0.9663862,0.010925806,0.000773055,0.009651565,0.002011874,0.000100075296,0.000043571206,0.000096541175,0.010011343],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99673975,0.00007529492,0.000932438,0.00059901376,0.00083696074,0.00081653305],"domain_scores_gemma":[0.9982087,0.000027286222,0.0007765872,0.00058396097,0.00035121702,0.00005225897],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020499283,0.0005502013,0.00045851045,0.0006019889,0.00052663655,0.00082209473,0.0008467941,0.00012853251,0.004036762],"category_scores_gemma":[0.000009046877,0.00035814955,0.00023565076,0.0013598828,0.00012966822,0.0015142375,0.00023569603,0.0003842895,0.0011720045],"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":[0.00007363376,0.00011450173,0.00007619985,0.0020870517,0.0002745513,0.00038271063,0.0000034473899,0.000007501185,0.00005422682,0.9878968,0.0039824513,0.0050469316],"study_design_scores_gemma":[0.0015449408,0.000024311972,0.00033056954,0.0033632494,0.00051118154,0.000084061634,0.0015062053,0.000071054725,0.0000050277463,0.9630782,0.028847018,0.00063415803],"about_ca_topic_score_codex":0.00001541095,"about_ca_topic_score_gemma":0.0000060585235,"teacher_disagreement_score":0.9695915,"about_ca_system_score_codex":0.00011213429,"about_ca_system_score_gemma":0.000039228118,"threshold_uncertainty_score":0.99988705},"labels":[],"label_agreement":null},{"id":"W2531792914","doi":"","title":"The Romanian context: specificity and challenges of human resources in tourism","year":2014,"lang":"en","type":"article","venue":"Journal of Medicine and Life","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Business; Competence (human resources); Tourism; Competitive advantage; Human resources; Marketing; Quality (philosophy); Human resource management; Knowledge management; Openness to experience; Promotion (chess); Context (archaeology); Public relations; Economics; Political science; Management; Computer science","score_opus":0.04524573446338924,"score_gpt":0.2482464876834813,"score_spread":0.20300075322009203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2531792914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9432779,0.004855068,0.000013471116,0.041208323,0.00013857575,0.000035947534,5.1291337e-8,0.0000027985025,0.010467889],"genre_scores_gemma":[0.9961129,0.001122341,0.0000051494244,0.00084338186,0.0018940254,2.831947e-7,2.3573078e-7,0.0000039674405,0.000017743556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993273,0.000016072594,0.00037491167,0.00005573226,0.000152556,0.000073437244],"domain_scores_gemma":[0.99927723,0.00008129813,0.00042463862,0.000056508914,0.00015012786,0.00001020199],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012439353,0.00006321486,0.00020164133,0.000155533,0.00009072107,0.000028836153,0.00007710243,0.000036094356,0.000012678675],"category_scores_gemma":[0.0002759507,0.00003548878,0.000013175555,0.00011654038,0.00014993183,0.00025918582,0.000022420822,0.00013033388,3.552283e-7],"study_design_candidate":"theoretical_or_conceptual","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":[0.00035938085,0.00013473927,0.057257917,0.0008328884,0.000077045544,0.000020695008,0.0019460503,0.000005460504,0.0018058036,0.72283214,0.02486296,0.18986492],"study_design_scores_gemma":[0.002137496,0.00018542379,0.6619991,0.00054015795,0.000038326678,0.000010882041,0.0080021825,0.00015201347,0.000020053618,0.012227329,0.31459466,0.00009234715],"about_ca_topic_score_codex":0.00015754085,"about_ca_topic_score_gemma":0.00017624455,"teacher_disagreement_score":0.7106048,"about_ca_system_score_codex":0.0000025335748,"about_ca_system_score_gemma":0.000005070026,"threshold_uncertainty_score":0.14471905},"labels":[],"label_agreement":null},{"id":"W2533711707","doi":"10.59876/a-ew5f-yzae","title":"Quelles formes d'ambidextrie pour combiner innovations d'exploitation et d'exploration?","year":2008,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.05019084580169409,"score_gpt":0.265126089117323,"score_spread":0.2149352433156289,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2533711707","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14373045,0.000020351625,0.11511166,0.05358533,0.0023930885,0.0007102103,0.000011556321,0.0006314162,0.68380594],"genre_scores_gemma":[0.98195344,0.000055741246,0.0028107883,0.006758848,0.0006053256,0.00013937424,0.0010134921,0.00003482647,0.006628191],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985521,0.0000077373425,0.00046025857,0.0002989127,0.0004788594,0.00020217033],"domain_scores_gemma":[0.9988161,0.000026371774,0.00028360952,0.00019301541,0.00067304436,0.00000786946],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028323886,0.00019905908,0.00013043816,0.00077280705,0.00030680394,0.00028979493,0.00031460985,0.000058917693,0.0007744555],"category_scores_gemma":[0.00006785595,0.00020259205,0.000060414695,0.0009806348,0.000056828496,0.0046043815,0.00015396647,0.0001264876,0.0006762972],"study_design_candidate":"theoretical_or_conceptual","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":[0.000031061023,0.00019297279,0.0106787905,0.00003654197,0.00007945306,0.000014009751,0.00004840721,0.0007089983,0.0001041821,0.9041282,0.08207529,0.0019020828],"study_design_scores_gemma":[0.0024709003,0.000017132681,0.15958767,0.000075166536,0.00005964438,0.000011441544,0.0013444837,0.012716925,0.00017429983,0.123025455,0.69983774,0.00067915645],"about_ca_topic_score_codex":0.000070802096,"about_ca_topic_score_gemma":0.000030303478,"teacher_disagreement_score":0.838223,"about_ca_system_score_codex":0.00005636387,"about_ca_system_score_gemma":0.000024409022,"threshold_uncertainty_score":0.86926574},"labels":[],"label_agreement":null},{"id":"W2542075069","doi":"10.1007/978-3-319-48393-1_12","title":"Coopetition with Frenemies: Towards Modeling of Simultaneous Cooperation and Competition Among Enterprises","year":2016,"lang":"en","type":"book-chapter","venue":"Lecture notes in business information processing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coopetition; Competition (biology); Business; Knowledge management; Industrial organization; Field (mathematics); Empirical research; Computer science; Economics; Microeconomics; Game theory","score_opus":0.010101233540222925,"score_gpt":0.19808069113549664,"score_spread":0.1879794575952737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2542075069","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0121336235,0.00025532997,0.9038464,0.0005691988,0.00024171785,0.0006540778,0.000025668767,0.00017637119,0.082097635],"genre_scores_gemma":[0.997427,0.00012236467,0.00072782807,0.00046689284,0.0003461214,0.000021671682,0.0007244562,0.000046578094,0.00011711922],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9982736,0.0000048834668,0.0008538191,0.00026995302,0.00038299992,0.00021471998],"domain_scores_gemma":[0.9963512,0.000048610927,0.0010582594,0.00017420511,0.0023573476,0.000010401775],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020251064,0.00043388145,0.00044973136,0.0008886186,0.00020677855,0.000463049,0.0001410098,0.00041151515,0.00009830886],"category_scores_gemma":[0.00021871798,0.00034012456,0.000029976609,0.00047615517,0.00019836264,0.006224824,0.00007148312,0.00026553133,0.000010709528],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007822518,0.00006678052,0.0013314909,0.010558492,0.00006834262,0.000012356103,0.0004990914,0.43797553,0.00024825134,0.15815608,0.000010010022,0.3902913],"study_design_scores_gemma":[0.0037836847,0.0000759021,0.0012720431,0.024905657,0.0003293531,0.000033931847,0.0001063406,0.9072146,0.0004873404,0.051825162,0.0075436803,0.0024222953],"about_ca_topic_score_codex":0.00011065031,"about_ca_topic_score_gemma":0.00019364011,"teacher_disagreement_score":0.9852933,"about_ca_system_score_codex":0.00008024853,"about_ca_system_score_gemma":0.0001397505,"threshold_uncertainty_score":0.99990505},"labels":[],"label_agreement":null},{"id":"W2547059787","doi":"10.3917/riges.413.0080","title":"Entreprises en démarrage : des outils pour garder le cap","year":2016,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.022450008285082854,"score_gpt":0.22291946962926038,"score_spread":0.20046946134417754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547059787","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59385794,0.0047505544,0.044696767,0.3107183,0.004138806,0.00046976923,0.000013996728,0.00036429838,0.040989593],"genre_scores_gemma":[0.92903185,0.00032766996,0.00032917067,0.00043030333,0.0016193801,0.000014175545,0.000029709561,0.0000292042,0.06818854],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99880725,0.0000390777,0.0003001788,0.000316288,0.00016946439,0.00036776636],"domain_scores_gemma":[0.9990293,0.00007186183,0.000185746,0.00021152283,0.00048678217,0.000014799445],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042329612,0.00021362468,0.00016203438,0.000169021,0.000258891,0.00024033137,0.0001353908,0.00023347605,0.0026013893],"category_scores_gemma":[0.00048529747,0.00017665174,0.00006166368,0.00039169335,0.00014543261,0.0025649387,0.00007872192,0.0001228835,0.0027262145],"study_design_candidate":"design_other","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":[0.00008774387,0.0003152767,0.052112542,0.0007381571,0.00006366868,0.000023966737,0.00014301762,0.0001752957,0.017742598,0.18325856,0.046870396,0.69846874],"study_design_scores_gemma":[0.0010787866,0.000011741023,0.33894074,0.0010591005,0.000092716684,0.0000076140586,0.00021109215,0.00038130247,0.0014382428,0.022678725,0.6336803,0.000419627],"about_ca_topic_score_codex":0.0007346105,"about_ca_topic_score_gemma":0.00008906841,"teacher_disagreement_score":0.6980491,"about_ca_system_score_codex":0.00008734903,"about_ca_system_score_gemma":0.000076625314,"threshold_uncertainty_score":0.9983104},"labels":[],"label_agreement":null},{"id":"W2547509864","doi":"10.3917/riges.413.0084","title":"La révolution de l’intelligence connectée – L’Internet des objets et le marketing en ligne 4.0","year":2016,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.018770241121464297,"score_gpt":0.2379339189757839,"score_spread":0.2191636778543196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547509864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5746685,0.005254328,0.27820447,0.100546554,0.0020278678,0.00038817024,0.000009432243,0.00036040568,0.03854028],"genre_scores_gemma":[0.99065244,0.0008354372,0.0009139194,0.00041890505,0.0007034416,0.000019670053,0.00003666288,0.00003541415,0.0063840784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984539,0.00024070872,0.00036945526,0.00034051936,0.00017098452,0.00042440635],"domain_scores_gemma":[0.9987105,0.00040930838,0.00027632533,0.00016539676,0.0004197038,0.000018772826],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029946475,0.00023030279,0.00016392344,0.00020100569,0.00019110172,0.00031089046,0.00017023039,0.00034143092,0.00067013677],"category_scores_gemma":[0.0017116626,0.00020892808,0.000060383794,0.00051195547,0.00023047315,0.0027855036,0.00010194553,0.00021631026,0.00050239294],"study_design_candidate":"theoretical_or_conceptual","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":[0.00020650067,0.00018429485,0.014460811,0.00072295393,0.0000343888,0.000028500646,0.00012226081,0.00023749874,0.009736397,0.542153,0.0062499093,0.42586347],"study_design_scores_gemma":[0.0011301481,0.00006551424,0.5712593,0.0077122212,0.00016581632,0.0001498785,0.00055864226,0.016946318,0.004417391,0.046287548,0.35033253,0.00097470504],"about_ca_topic_score_codex":0.0013467185,"about_ca_topic_score_gemma":0.00023757847,"teacher_disagreement_score":0.5567985,"about_ca_system_score_codex":0.00018296414,"about_ca_system_score_gemma":0.00008956304,"threshold_uncertainty_score":0.85198396},"labels":[],"label_agreement":null},{"id":"W2547634649","doi":"10.3917/riges.413.0106","title":"Gérez vos projets de A à Z grâce aux cartes mentales","year":2016,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.027021408315359097,"score_gpt":0.2466273695093905,"score_spread":0.2196059611940314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2547634649","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66336876,0.0040504155,0.0057566687,0.31357652,0.0031034201,0.0005901416,0.000016379372,0.00029209736,0.00924563],"genre_scores_gemma":[0.98430043,0.00019374091,0.00024278075,0.0008540754,0.001577187,0.000040795887,0.00005138943,0.000028309028,0.012711297],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988313,0.000026152109,0.00027669725,0.00028288216,0.0001879464,0.0003950673],"domain_scores_gemma":[0.9991905,0.000037670332,0.00020347656,0.00017118623,0.00038252014,0.000014639462],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00039233465,0.00020363972,0.00014520787,0.00016534055,0.00024175529,0.00024563345,0.00012672017,0.00021478874,0.0007121507],"category_scores_gemma":[0.00023665365,0.00016529337,0.00004918761,0.00052030955,0.00013839599,0.0026860891,0.000063988184,0.000113767404,0.0012595879],"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":[0.000098141834,0.00029580787,0.10369056,0.0009619328,0.00005813016,0.00002816155,0.00014046702,0.00002909996,0.03367537,0.37652996,0.04029616,0.4441962],"study_design_scores_gemma":[0.0011912561,0.000040081955,0.43634784,0.0019981428,0.00016385781,0.000024333272,0.00014911163,0.0018242046,0.0023370378,0.0136190355,0.5417472,0.00055788824],"about_ca_topic_score_codex":0.00080872525,"about_ca_topic_score_gemma":0.00014079588,"teacher_disagreement_score":0.501451,"about_ca_system_score_codex":0.00013262391,"about_ca_system_score_gemma":0.000086903776,"threshold_uncertainty_score":0.99951804},"labels":[],"label_agreement":null},{"id":"W2548124283","doi":"10.3917/riges.413.0052","title":"La famille Lemaire : le succès à travers le temps","year":2016,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.016586157305500712,"score_gpt":0.20672736837700834,"score_spread":0.1901412110715076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2548124283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44522563,0.0029304537,0.01766901,0.38733754,0.0046328544,0.00052144594,0.000018940867,0.000420649,0.14124347],"genre_scores_gemma":[0.97097725,0.00021853202,0.00009842134,0.00040478664,0.0008932521,0.0000146424245,0.000050746246,0.000033098087,0.027309248],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884456,0.000041939158,0.0002964021,0.0003072513,0.0001830332,0.0003268022],"domain_scores_gemma":[0.9992163,0.000053887157,0.00020729595,0.00020062506,0.00030788378,0.000013976947],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005081121,0.00020822782,0.00016855223,0.00018545915,0.00032327932,0.0002142708,0.00013827308,0.00032022782,0.00039109148],"category_scores_gemma":[0.00015478992,0.00018022752,0.00006525636,0.0006033907,0.00018277141,0.002987271,0.000055571883,0.0001625494,0.0010951991],"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":[0.000050661813,0.00016764332,0.005200924,0.00036551512,0.00002748461,0.000015790196,0.000037458845,0.00008790533,0.00440961,0.61332315,0.023113564,0.3532003],"study_design_scores_gemma":[0.0012270454,0.000014130352,0.10549631,0.0007502878,0.000045637782,0.000009450462,0.00036185674,0.0004724831,0.00036747646,0.0051107756,0.88580364,0.0003409133],"about_ca_topic_score_codex":0.0020080637,"about_ca_topic_score_gemma":0.00020523838,"teacher_disagreement_score":0.8626901,"about_ca_system_score_codex":0.000063710155,"about_ca_system_score_gemma":0.000121575555,"threshold_uncertainty_score":0.99968255},"labels":[],"label_agreement":null},{"id":"W2557349874","doi":"10.5539/jpl.v9n10p72","title":"The Effect of Learning Standards and Market-Orientation in Competitive Strategy and Organizational Survival of the Islamic Republic of Iran Broadcasting (IRIB)","year":2016,"lang":"en","type":"article","venue":"Journal of Politics and Law","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Statistical population; Likert scale; Structural equation modeling; Competitive advantage; Descriptive statistics; Marketing; Islamic republic; Data collection; Pearson product-moment correlation coefficient; Psychology; Statistics; Islam; Business; Mathematics; Geography","score_opus":0.009000653318733901,"score_gpt":0.23494615401242955,"score_spread":0.22594550069369565,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557349874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99443823,0.00008515923,0.00012790454,0.0003452468,0.000088764486,0.000057825113,0.0000051233196,0.000001170137,0.004850579],"genre_scores_gemma":[0.9998073,0.000043443408,0.000009109612,0.000014890167,0.00008420447,2.2145822e-7,9.439678e-7,0.0000049448636,0.000034926066],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992489,0.000051495364,0.00037062596,0.00005063964,0.00020011824,0.00007821235],"domain_scores_gemma":[0.99854076,0.00025984636,0.0006096589,0.000036447764,0.0005489707,0.00000430211],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011698857,0.00006015615,0.00017157491,0.00007522383,0.00010126294,0.000049077622,0.000046193883,0.000029277928,0.000013323394],"category_scores_gemma":[0.00041193975,0.000030310646,0.000018834078,0.00020406024,0.00021415246,0.00034382404,0.00003611326,0.00007897801,1.8125728e-8],"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":[0.00008085711,0.000008476995,0.23201479,0.00016093579,0.0000207988,4.3569204e-7,0.000046119745,0.000015499367,0.0021714093,0.76440275,0.000010776543,0.0010671723],"study_design_scores_gemma":[0.0029683334,0.00019633483,0.97403914,0.00073410734,0.000083916006,0.000015969725,0.0013497487,0.00080651254,0.0020909721,0.016315404,0.0012890968,0.00011046318],"about_ca_topic_score_codex":0.00010377534,"about_ca_topic_score_gemma":0.000064137275,"teacher_disagreement_score":0.74808735,"about_ca_system_score_codex":0.000012431535,"about_ca_system_score_gemma":0.000034305904,"threshold_uncertainty_score":0.12360323},"labels":[],"label_agreement":null},{"id":"W2557562083","doi":"10.3917/riges.414.0093","title":"Compétitivité : passer de dinosaure à tigre","year":2016,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.019243178385936508,"score_gpt":0.21707988102315817,"score_spread":0.19783670263722167,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2557562083","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2963982,0.002382859,0.023339856,0.6524118,0.0043700966,0.00030526237,0.000017256178,0.00028275332,0.020491913],"genre_scores_gemma":[0.97928876,0.0001328771,0.0002086409,0.0014245894,0.0022548505,0.00001312336,0.000045841658,0.000025233288,0.01660611],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898034,0.000025423273,0.00022431578,0.00024193944,0.00016151443,0.00036645326],"domain_scores_gemma":[0.99923444,0.000049528437,0.00017449567,0.00017027049,0.00035782263,0.000013465164],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00036657896,0.00018087817,0.00013673061,0.0001441138,0.00018663531,0.00020504318,0.000111896596,0.00026661193,0.0015551161],"category_scores_gemma":[0.00018299914,0.00014587086,0.00004858467,0.0005210146,0.00009739852,0.002409696,0.000053123207,0.00014731757,0.0022028743],"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":[0.00004983024,0.00013459103,0.10857644,0.00039706402,0.000025532763,0.0000209481,0.000018094626,0.000040285715,0.008602768,0.6121363,0.08294418,0.18705398],"study_design_scores_gemma":[0.00048447694,0.000009480462,0.44184387,0.00086383865,0.000056172223,0.000007212918,0.000022514352,0.0006134663,0.00029018492,0.009690126,0.5458793,0.0002393775],"about_ca_topic_score_codex":0.00032922524,"about_ca_topic_score_gemma":0.00009569525,"teacher_disagreement_score":0.68289053,"about_ca_system_score_codex":0.00009101872,"about_ca_system_score_gemma":0.000042769443,"threshold_uncertainty_score":0.9993576},"labels":[],"label_agreement":null},{"id":"W2559359284","doi":"","title":"AN ASSESSMENT OF ROI IN ONLINE PERSPECTIVE LEADINGTO A CRITICAL REVIEW AND FRAMEWORK DEVELOPMENTTOWARDS STANDARDIZATION OF ROI PRACTICES","year":2012,"lang":"en","type":"review","venue":"The Journal of Internet Banking and Commerce","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Standardization; Perspective (graphical); Return on investment; Function (biology); Computer science; Key (lock); Knowledge management; Artificial intelligence; Computer security","score_opus":0.10755478215564934,"score_gpt":0.42945569546333956,"score_spread":0.3219009133076902,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2559359284","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0013357684,0.9900212,0.006522841,0.0010525399,0.00015405817,0.00022074072,0.0000053126655,0.000005099767,0.0006823988],"genre_scores_gemma":[0.1557448,0.8424343,0.0012299896,0.00031280433,0.00023747292,0.0000023915488,0.00001370935,0.000018545583,0.000006008728],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830586,0.0001684602,0.0009975781,0.000119509816,0.0002717584,0.00013685728],"domain_scores_gemma":[0.99593925,0.0003201819,0.002733036,0.00014017752,0.00085582223,0.000011505196],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0025279864,0.00021411722,0.0010308542,0.00029744892,0.00004717227,0.000085003914,0.0002745518,0.00012564517,0.00006113437],"category_scores_gemma":[0.0006259061,0.00013913805,0.00007052153,0.0005015243,0.0001087335,0.0009992134,0.00010680717,0.00064407714,3.2265353e-7],"study_design_candidate":"design_other","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":[0.00014192535,0.0007812271,0.0034959798,0.10039289,0.00059109455,0.0000072915623,0.0012883043,0.000016466756,0.000007285197,0.1723108,0.00036402393,0.7206027],"study_design_scores_gemma":[0.0010843258,0.00046790479,0.016330814,0.4354055,0.011694178,0.00045052124,0.005965292,0.00070812413,0.0000053809504,0.009603648,0.51707554,0.0012087465],"about_ca_topic_score_codex":0.00017161739,"about_ca_topic_score_gemma":0.000028843742,"teacher_disagreement_score":0.71939397,"about_ca_system_score_codex":0.00007055966,"about_ca_system_score_gemma":0.0001193099,"threshold_uncertainty_score":0.56738853},"labels":[],"label_agreement":null},{"id":"W2561733301","doi":"10.3917/entin.029.0007","title":"Les émotions ont leur raison, qu’il convient d’écouter","year":2016,"lang":"fr","type":"article","venue":"Entreprendre & Innover","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal; Canadian Sleep & Circadian Network","funders":"","keywords":"Humanities; Physics; Political science; Philosophy","score_opus":0.027383046705273424,"score_gpt":0.23649068130248802,"score_spread":0.2091076345972146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2561733301","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5010148,0.009869493,0.037851978,0.21760476,0.02939205,0.0017214819,0.00040833288,0.0009651925,0.20117186],"genre_scores_gemma":[0.91914237,0.00022125898,0.00012838248,0.0026698601,0.0029746562,0.000037074988,0.00013471047,0.00007430706,0.0746174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970844,0.00004687961,0.0008607593,0.0007694471,0.0004652991,0.00077322486],"domain_scores_gemma":[0.99770826,0.00007822084,0.0005618024,0.000662665,0.00095450005,0.000034536606],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040811332,0.0005133612,0.00040368515,0.00038148783,0.000381083,0.00048788724,0.000372253,0.00036336898,0.02534495],"category_scores_gemma":[0.00022664604,0.000412448,0.00019603991,0.0012414942,0.00030464353,0.0034442302,0.00029663023,0.0003259913,0.0069054794],"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":[0.00007782411,0.0006051673,0.0876194,0.00036599723,0.0001770981,0.00004300708,0.00012692239,0.000028099703,0.001982825,0.5443588,0.21243899,0.15217587],"study_design_scores_gemma":[0.0015479445,0.000022527025,0.09111229,0.0007469968,0.00012794671,0.000011482863,0.00009541529,0.00010569283,0.00037648613,0.0031370693,0.9021264,0.00058977643],"about_ca_topic_score_codex":0.0017349586,"about_ca_topic_score_gemma":0.00030936484,"teacher_disagreement_score":0.6896874,"about_ca_system_score_codex":0.00018950315,"about_ca_system_score_gemma":0.000083132036,"threshold_uncertainty_score":0.99983275},"labels":[],"label_agreement":null},{"id":"W2563693493","doi":"","title":"Le microcosme d'affaires de la publication des périodiques scientifiques","year":2016,"lang":"fr","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université du Québec en Outaouais","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.01745222828977698,"score_gpt":0.2365597380692321,"score_spread":0.21910750977945515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2563693493","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16521636,0.0035264948,0.055510424,0.124966204,0.001015738,0.00040846187,0.000010079865,0.00075421,0.64859205],"genre_scores_gemma":[0.94472694,0.00028919277,0.0027567283,0.0017418999,0.0006325592,0.000031246294,0.00003313576,0.00003089861,0.049757365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99866515,0.000054547367,0.0003431943,0.00034991797,0.00015571801,0.00043147372],"domain_scores_gemma":[0.9981636,0.00008151363,0.00022467355,0.00023218567,0.0012792101,0.000018857598],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012340645,0.00020077033,0.00014631542,0.0003444957,0.0004866143,0.0018161547,0.00026907917,0.00021885317,0.0015391082],"category_scores_gemma":[0.00042691382,0.00015780909,0.00006488709,0.0009852694,0.0008875718,0.0074140592,0.0001204483,0.000094147654,0.0007204766],"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":[0.000013950722,0.00012504091,0.017184807,0.0003367358,0.000018144234,0.0000017119548,0.000038345817,9.341425e-7,0.020667288,0.7764314,0.09577023,0.089411445],"study_design_scores_gemma":[0.00042448356,0.0000070121127,0.03972909,0.0005478153,0.000029048453,0.000008995427,0.0001218235,0.00018706654,0.01238599,0.09009386,0.85615,0.00031482783],"about_ca_topic_score_codex":0.0031877337,"about_ca_topic_score_gemma":0.00050427095,"teacher_disagreement_score":0.7795106,"about_ca_system_score_codex":0.00011358107,"about_ca_system_score_gemma":0.0003252043,"threshold_uncertainty_score":0.9993736},"labels":[],"label_agreement":null},{"id":"W2574259010","doi":"10.1038/541283a","title":"How to turn competitors into collaborators","year":2017,"lang":"en","type":"letter","venue":"Nature","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université Laval","funders":"","keywords":"Competitor analysis; Turn (biochemistry); Business; Biology; Marketing","score_opus":0.01047773783394896,"score_gpt":0.23304406755574172,"score_spread":0.22256632972179277,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2574259010","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016792734,0.00022631367,0.000026425032,0.9715047,0.007738078,0.00036872493,0.000019484181,0.00017905107,0.018257935],"genre_scores_gemma":[0.04792783,0.0000036792235,0.00019258325,0.88492125,0.058668733,0.000031896656,0.001037757,0.000088437904,0.007127854],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984073,0.000007806332,0.0001964933,0.0005107735,0.00051449134,0.00036315128],"domain_scores_gemma":[0.9976805,0.000018337732,0.00048080657,0.000667766,0.0011430874,0.00000949235],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0001579596,0.0004186375,0.00038318848,0.0005220137,0.0004529955,0.002638688,0.00085656,0.0051952605,0.00011013983],"category_scores_gemma":[0.00035297623,0.0003698565,0.00008185884,0.00092742604,0.00006171735,0.0014785179,0.00019526298,0.0063416865,0.0003704576],"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":[0.00001023992,0.000007838887,0.00041796814,0.00040157372,0.000028491047,0.00011591686,0.000007076699,0.0000013604146,0.000057610516,0.00403915,0.99414533,0.00076745276],"study_design_scores_gemma":[0.00016192484,0.0000045747856,0.0011598655,0.00016793658,0.00004372403,0.0000013853899,0.000019747687,0.000010514988,0.00003265643,0.0010450417,0.9968873,0.00046530203],"about_ca_topic_score_codex":0.00011819583,"about_ca_topic_score_gemma":0.000080967235,"teacher_disagreement_score":0.08658349,"about_ca_system_score_codex":0.000061798935,"about_ca_system_score_gemma":0.00008074882,"threshold_uncertainty_score":0.99987537},"labels":[],"label_agreement":null},{"id":"W257787915","doi":"","title":"Les Circuits D'information En Region: Convergences et Effet De Milieu","year":2002,"lang":"fr","type":"article","venue":"Canadian Journal of Regional Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Circulation (fluid dynamics); Regional science; Geography","score_opus":0.04435705682147202,"score_gpt":0.2349968359902545,"score_spread":0.1906397791687825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W257787915","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47692558,0.023156082,0.007434968,0.38386214,0.013008928,0.0004231876,0.000013388058,0.00003429222,0.09514142],"genre_scores_gemma":[0.99280983,0.00041031526,0.0001785836,0.00462866,0.00085059134,0.0000012054743,0.0000039131564,0.0000064149845,0.0011104848],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984304,0.00003112161,0.00045413442,0.00013219072,0.00046722754,0.00048493742],"domain_scores_gemma":[0.9976681,0.00004996478,0.0005923796,0.0001131871,0.0014200214,0.00015634554],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001448906,0.00015177784,0.00016230975,0.00083045155,0.00063787,0.00069155823,0.00060440594,0.00012470811,0.0011477452],"category_scores_gemma":[0.00048338526,0.00014766252,0.000073859104,0.0019196821,0.0009030019,0.009893816,0.000018812907,0.00031371394,0.00017608027],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012914304,0.00004279224,0.043333896,0.00036612563,0.000032946788,0.00025497162,0.0019102541,0.0019937593,0.00011718201,0.58386433,0.18612951,0.1819413],"study_design_scores_gemma":[0.00032786923,0.000036605794,0.09128927,0.0005726663,0.000034296718,0.0006528475,0.000807811,0.0054770894,0.000022337397,0.0029454639,0.89757645,0.00025726692],"about_ca_topic_score_codex":0.014275233,"about_ca_topic_score_gemma":0.0046176715,"teacher_disagreement_score":0.71144694,"about_ca_system_score_codex":0.00032199433,"about_ca_system_score_gemma":0.0012968463,"threshold_uncertainty_score":0.99976534},"labels":[],"label_agreement":null},{"id":"W2580793224","doi":"","title":"L'usage du marketing collaboratif dans les PME : le cas de l'industrie du meuble au Québec","year":2015,"lang":"fr","type":"article","venue":"Le dépôt institutionnel (Université du Québec à Trois-Rivières)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Art","score_opus":0.019172271855922404,"score_gpt":0.19524832483370563,"score_spread":0.17607605297778323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2580793224","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80034995,0.0016039007,0.051895544,0.10872239,0.002017945,0.0006086499,0.000050445757,0.00040281937,0.034348365],"genre_scores_gemma":[0.983011,0.00009177917,0.00034526762,0.0008284409,0.002967148,0.00002608398,0.0001872881,0.000089772024,0.012453222],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965396,0.00021620988,0.00073462166,0.0008495367,0.00059397874,0.0010660879],"domain_scores_gemma":[0.99639094,0.00018793535,0.0007583042,0.00059958175,0.001874675,0.00018857096],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0017275529,0.0007334608,0.0006382265,0.0006360688,0.0035101683,0.0007329728,0.0009003368,0.0006315803,0.000626463],"category_scores_gemma":[0.0013461648,0.00085993175,0.0002187781,0.0029298363,0.0010046371,0.0069205463,0.00053416233,0.0007252318,0.0005525233],"study_design_candidate":"observational","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":[0.00082405,0.0010449176,0.71007526,0.0006678701,0.00035606747,0.000822199,0.010230633,0.04363045,0.0006254938,0.17922217,0.045102097,0.0073988033],"study_design_scores_gemma":[0.0070068524,0.000091403526,0.28101754,0.00072606566,0.0005872912,0.00018772176,0.041940473,0.08818579,0.00022957302,0.00033073375,0.57794434,0.0017522173],"about_ca_topic_score_codex":0.9703875,"about_ca_topic_score_gemma":0.96152556,"teacher_disagreement_score":0.5328422,"about_ca_system_score_codex":0.0035976307,"about_ca_system_score_gemma":0.011151265,"threshold_uncertainty_score":0.9993851},"labels":[],"label_agreement":null},{"id":"W2582422208","doi":"10.2139/ssrn.2904821","title":"Adaptation on Multiple Landscapes: Relatedness, Complexity, and Inter-Temporal Coordination Costs","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Adaptation (eye); Computer science; Computational biology; Biology; Neuroscience","score_opus":0.03230989735067832,"score_gpt":0.25024044627834496,"score_spread":0.21793054892766664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2582422208","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97922415,0.00015223751,0.006896786,0.0060854666,0.00060334546,0.00018243138,0.0000012518226,0.000067310895,0.0067870044],"genre_scores_gemma":[0.99859816,0.00011040177,0.000031355157,0.00022537848,0.0006998414,0.0000040699524,0.000053181026,0.000019207091,0.00025840878],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99874955,0.000012532814,0.00024359865,0.00017988628,0.00017788543,0.00063652656],"domain_scores_gemma":[0.99901485,0.00002189494,0.0005296293,0.00016145073,0.00026244068,0.000009706334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008690928,0.00014801964,0.00014012736,0.00019362468,0.0010127263,0.0007641905,0.00021858151,0.00008712077,0.000025033738],"category_scores_gemma":[0.00024792267,0.00013202486,0.000036029964,0.00012214408,0.00006729253,0.002221072,0.00006127431,0.00075960206,0.00005119173],"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":[0.00023704786,0.00009338436,0.08611467,0.000029117897,0.000059860053,0.0000042573893,0.000031848635,0.000053777996,0.00013748226,0.85161036,0.00042549957,0.061202675],"study_design_scores_gemma":[0.006087671,0.00024693442,0.2724449,0.00034708687,0.00011148536,0.00012778686,0.0024831202,0.09283381,0.000043004886,0.6062413,0.018241093,0.00079181197],"about_ca_topic_score_codex":0.0008408944,"about_ca_topic_score_gemma":0.0048787952,"teacher_disagreement_score":0.24536909,"about_ca_system_score_codex":0.00019421554,"about_ca_system_score_gemma":0.00013422852,"threshold_uncertainty_score":0.77891743},"labels":[],"label_agreement":null},{"id":"W2586554350","doi":"10.1016/j.jwb.2017.01.006","title":"Interactive visualization for research contextualization in international business","year":2017,"lang":"en","type":"article","venue":"Journal of World Business","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary; Western University","funders":"","keywords":"Contextualization; Visualization; Computer science; Exploratory research; Data science; International business; Knowledge management; Human–computer interaction; Sociology; Management; Data mining; Social science; Economics","score_opus":0.10666692580160687,"score_gpt":0.3978621372623854,"score_spread":0.29119521146077854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2586554350","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7736769,0.00017539707,0.09534245,0.04568339,0.019885099,0.0018072646,0.0000145162685,0.000095574425,0.06331945],"genre_scores_gemma":[0.99536896,0.000026416246,0.00023766386,0.0003714559,0.0034016394,0.000018342187,0.000056247507,0.00003181688,0.0004874752],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9982317,0.00002212016,0.0007578387,0.00020337514,0.0005229503,0.000262011],"domain_scores_gemma":[0.98706585,0.00011093718,0.0015105823,0.00023543471,0.011066742,0.000010468407],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001905155,0.00016113426,0.0002955555,0.0020279542,0.00044981076,0.0012741777,0.0007109426,0.00008306409,0.00013088857],"category_scores_gemma":[0.003147635,0.00014611788,0.00005720929,0.001830152,0.00012985413,0.0071624727,0.00015342387,0.00023890339,0.00002372493],"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":[0.004741099,0.0015500294,0.24860682,0.0011043526,0.00020175165,0.000107385385,0.00034662135,0.0038977712,0.007662216,0.64980984,0.03094553,0.051026605],"study_design_scores_gemma":[0.002966456,0.000011530128,0.8748168,0.000866388,0.000030422052,0.000012022722,0.00030029012,0.0053981594,0.00024999894,0.009758675,0.10532629,0.000263022],"about_ca_topic_score_codex":0.00044773694,"about_ca_topic_score_gemma":0.0007986263,"teacher_disagreement_score":0.6400511,"about_ca_system_score_codex":0.00013216028,"about_ca_system_score_gemma":0.00012854402,"threshold_uncertainty_score":0.9997626},"labels":[],"label_agreement":null},{"id":"W2588293803","doi":"10.1109/liss.2016.7854551","title":"The internet company realize independent innovation from imitation","year":2016,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Imitation; The Internet; China; Intellectual property; Product (mathematics); Point (geometry); Key (lock); Business; Computer science; Industrial organization; Knowledge management; Marketing; World Wide Web; Computer security; Political science","score_opus":0.033441434687333564,"score_gpt":0.2346966643794572,"score_spread":0.20125522969212362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2588293803","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8470027,0.000018808734,0.04313569,0.01725684,0.0011270696,0.00022994116,0.0000026374184,0.00023276497,0.090993546],"genre_scores_gemma":[0.9958166,0.0000056672357,0.000081292834,0.0016441357,0.00062081654,0.000015557327,0.000075075746,0.000011007548,0.0017298864],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9991881,0.000006796874,0.00031205785,0.00016356054,0.00019045852,0.00013899701],"domain_scores_gemma":[0.9990765,0.000070059265,0.0002262103,0.00016485466,0.0004599612,0.0000024007788],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030635737,0.000098101555,0.000072846364,0.00013273669,0.00014457971,0.0003074456,0.00016925298,0.00005659251,0.00048139654],"category_scores_gemma":[0.00013416396,0.000050179086,0.000017689228,0.0006892507,0.00004642584,0.0014264814,0.0000627862,0.00005609951,0.00056918914],"study_design_candidate":"theoretical_or_conceptual","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":[0.000046040124,0.00001840409,0.0114039285,0.0000050257026,0.00001465119,4.9333875e-7,0.000009427569,0.0000019346217,0.004703224,0.9044096,0.018294262,0.06109304],"study_design_scores_gemma":[0.0011284149,0.000008159311,0.5473448,0.00007395381,0.000021767266,5.7587005e-7,0.00022270333,0.0018782284,0.001852459,0.16200748,0.2851701,0.00029135987],"about_ca_topic_score_codex":0.0011214932,"about_ca_topic_score_gemma":0.00036847976,"teacher_disagreement_score":0.7424021,"about_ca_system_score_codex":0.000026334768,"about_ca_system_score_gemma":0.000011724212,"threshold_uncertainty_score":0.7315964},"labels":[],"label_agreement":null},{"id":"W2590630497","doi":"","title":"Interdependencies between Reputation, Friendship, and Cooperation in Networks of Strategy Making. Vortrag am 28. April 2006, 26. International Sunbelt Conference, Vancouver (Kanada)","year":2006,"lang":"en","type":"article","venue":"Bern Open Repository and Information System (University of Bern)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Friendship; Reputation; Interdependence; Hoarding (animal behavior); Political science; Business; Psychology; Law; Social psychology; Medicine","score_opus":0.012572355265008089,"score_gpt":0.19237259264053144,"score_spread":0.17980023737552336,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2590630497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8172239,0.000024979063,0.017407,0.00013591896,0.00042488225,0.00044853368,0.000017873268,0.000047861613,0.16426904],"genre_scores_gemma":[0.9992885,0.000004539651,0.00013567958,0.000032315704,0.00009457447,0.0000013097902,0.00013230642,0.000005340179,0.0003054422],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99899006,0.00002249139,0.0005091955,0.00014745262,0.00022494655,0.000105836916],"domain_scores_gemma":[0.99843496,0.000019832105,0.00077020546,0.00010941376,0.0006566363,0.000008978274],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038922232,0.00011988716,0.0002374592,0.00030043864,0.00021940928,0.00032237847,0.0002177268,0.00012099645,0.000030633877],"category_scores_gemma":[0.000007646557,0.00013615082,0.000023316514,0.0003448577,0.00009240856,0.009010592,0.00015969423,0.00009658605,0.0000028063632],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005360013,0.00008436253,0.547831,0.0012047116,0.00012412248,0.000015660838,0.0009860971,0.011633418,0.00018361812,0.42645013,0.0028344805,0.00811642],"study_design_scores_gemma":[0.0022929022,0.00004536541,0.89998585,0.00063851627,0.00008552307,0.00001456562,0.0151371,0.07228623,0.00008990954,0.00041472496,0.00859964,0.0004096941],"about_ca_topic_score_codex":0.005447745,"about_ca_topic_score_gemma":0.0016782198,"teacher_disagreement_score":0.4260354,"about_ca_system_score_codex":0.000044158045,"about_ca_system_score_gemma":0.00005086359,"threshold_uncertainty_score":0.8235397},"labels":[],"label_agreement":null},{"id":"W2594865469","doi":"","title":"La croissance d'entreprise : vision, agilité et doigté. Six modèles inspirants","year":2016,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Medicine","score_opus":0.01915080497073621,"score_gpt":0.25375925210194417,"score_spread":0.23460844713120796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2594865469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57987446,0.0014182098,0.011813423,0.38974884,0.0014436954,0.0004743759,0.00010329406,0.0002763817,0.014847353],"genre_scores_gemma":[0.7643291,0.022093946,0.005357021,0.006020245,0.002018993,0.00017225211,0.00031390242,0.00018151908,0.19951306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965651,0.00043671986,0.0010770464,0.0010460776,0.0003211315,0.0005538973],"domain_scores_gemma":[0.992372,0.004898657,0.0009952917,0.00068288733,0.00096638355,0.000084824474],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002338904,0.0005802424,0.00048617582,0.00059037376,0.00016596334,0.0010770507,0.0006070036,0.0005512802,0.0025325965],"category_scores_gemma":[0.0061505632,0.0005716714,0.00026210342,0.00048986165,0.00038185957,0.0052692695,0.00041934205,0.00069000345,0.0018826376],"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":[0.00036555505,0.001105651,0.16803534,0.00070308277,0.00022370637,0.00017571256,0.00021963478,0.010682423,0.001917701,0.51078105,0.032033153,0.27375695],"study_design_scores_gemma":[0.0025152075,0.000026932668,0.32062107,0.0036219286,0.00010302141,0.00010456529,0.000052271327,0.008363835,0.00024487547,0.037388954,0.62619776,0.0007595565],"about_ca_topic_score_codex":0.0004902785,"about_ca_topic_score_gemma":0.00021125002,"teacher_disagreement_score":0.5941646,"about_ca_system_score_codex":0.0005256609,"about_ca_system_score_gemma":0.00024582102,"threshold_uncertainty_score":0.99995995},"labels":[],"label_agreement":null},{"id":"W2595239169","doi":"10.24251/hicss.2017.668","title":"The Interorganizational Relationships Process: An Asset Orchestration Mechanisms Perspective in an SME Context","year":2017,"lang":"en","type":"article","venue":"Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Université du Québec à Trois-Rivières; Université TÉLUQ","funders":"Fonds de Recherche du Québec-Société et Culture","keywords":"Orchestration; Structuring; Context (archaeology); Knowledge management; Process (computing); Asset (computer security); Process management; Conceptual framework; Business; Perspective (graphical); Computer science; Sociology","score_opus":0.08756273061794041,"score_gpt":0.3186993595679055,"score_spread":0.23113662894996512,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595239169","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24362765,0.0000079784095,0.000053694417,0.012749853,0.0026305688,0.0009207731,0.00014557649,0.000108327586,0.7397556],"genre_scores_gemma":[0.9984873,0.000006842355,0.00012309596,0.00018353527,0.00063103053,0.00011636999,0.0000127181165,0.000031750154,0.00040736777],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99334455,0.00004745143,0.0014843032,0.001244469,0.0032862152,0.0005929955],"domain_scores_gemma":[0.98211247,0.00012245415,0.003931394,0.00037168743,0.013393252,0.000068721274],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.005233591,0.00058086,0.0005509927,0.0007769059,0.0035267978,0.0040870886,0.009061375,0.00027024848,0.000055996523],"category_scores_gemma":[0.000516805,0.00036258606,0.00019621143,0.0014794326,0.0021869384,0.0117494995,0.00077906984,0.00071341114,0.00003195589],"study_design_candidate":"theoretical_or_conceptual","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":[0.00021026493,0.0001830027,0.026386883,0.00011851194,0.000042548832,4.945347e-7,0.0013553972,0.00011630521,0.0008208317,0.97034013,0.00021654289,0.00020911383],"study_design_scores_gemma":[0.000723823,0.00033033823,0.047631964,0.0023757361,0.00003884223,0.000032399374,0.8969488,0.004505804,0.0006318067,0.046126604,0.000118487624,0.00053539476],"about_ca_topic_score_codex":0.00081897987,"about_ca_topic_score_gemma":0.00037817514,"teacher_disagreement_score":0.92421347,"about_ca_system_score_codex":0.000460242,"about_ca_system_score_gemma":0.0005460185,"threshold_uncertainty_score":0.99988264},"labels":[],"label_agreement":null},{"id":"W2595672105","doi":"10.3917/riges.421.0034","title":"Quand les consommateurs deviennent les créateurs de la marque","year":2017,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Mathematics; Combinatorics; Art","score_opus":0.053273226587335375,"score_gpt":0.26906562074974494,"score_spread":0.21579239416240956,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2595672105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8421434,0.0069413683,0.004010477,0.097061254,0.002971165,0.0003451179,0.00001021985,0.0001672889,0.046349667],"genre_scores_gemma":[0.9919551,0.0011323211,0.00028921393,0.00029375183,0.0008881267,0.000020236914,0.00006448281,0.000033072916,0.005323671],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988286,0.00007001143,0.00030314273,0.00028014905,0.0001565558,0.00036152184],"domain_scores_gemma":[0.99870664,0.00006950583,0.00050343096,0.0003484656,0.0003538804,0.000018065517],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.000997645,0.00023648648,0.00019562044,0.00014115158,0.0013496809,0.001573232,0.00028621266,0.00039077553,0.00048434283],"category_scores_gemma":[0.0006827803,0.0002496593,0.000061738276,0.00015366903,0.00047457506,0.002208734,0.0001165961,0.00033259537,0.00032102145],"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":[0.00006459639,0.00014659374,0.24549247,0.00094544824,0.000032381897,0.000036110476,0.000041888623,0.00025162695,0.0009028362,0.511362,0.010660109,0.23006393],"study_design_scores_gemma":[0.000471744,0.000010017162,0.59286696,0.00073779695,0.000100255136,0.00001562654,0.00016117972,0.0021831393,0.00016183368,0.00667814,0.39634138,0.0002719212],"about_ca_topic_score_codex":0.0060421694,"about_ca_topic_score_gemma":0.00029547664,"teacher_disagreement_score":0.50468385,"about_ca_system_score_codex":0.000070901595,"about_ca_system_score_gemma":0.000049910668,"threshold_uncertainty_score":0.9999956},"labels":[],"label_agreement":null},{"id":"W2597121156","doi":"10.3917/riges.421.0082","title":"Imaginer la rupture pour innover","year":2017,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.02129456999953682,"score_gpt":0.24629993625013064,"score_spread":0.2250053662505938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597121156","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1167573,0.0034843409,0.0035818028,0.6049974,0.009864186,0.00033912013,0.000012788672,0.00020374631,0.26075932],"genre_scores_gemma":[0.95199734,0.00009805684,0.00034802457,0.0015242245,0.0037444162,0.000008612136,0.00008800701,0.00003115624,0.042160172],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906665,0.000015148728,0.00022168727,0.00025746608,0.0001729613,0.00026607362],"domain_scores_gemma":[0.9985721,0.000018212393,0.0004055533,0.0004174197,0.00057777227,0.000008948553],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00042150417,0.00020057123,0.00014565449,0.00013275648,0.00058734574,0.0016053184,0.0002624418,0.0003021528,0.0009393703],"category_scores_gemma":[0.00041007315,0.00020458558,0.000047843125,0.00022302291,0.0001728776,0.0048551275,0.00013299128,0.00034591655,0.0019131455],"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":[0.00003837609,0.00014657225,0.044495936,0.00046469277,0.000027957556,0.000038917715,0.000016517064,0.000099664634,0.0012738206,0.6705725,0.1651139,0.11771111],"study_design_scores_gemma":[0.0004108792,0.000002796915,0.3627567,0.00026479695,0.000051713585,0.000007907431,0.000014518591,0.002323734,0.00003745331,0.0075213728,0.62641436,0.00019373355],"about_ca_topic_score_codex":0.00083587156,"about_ca_topic_score_gemma":0.000034913097,"teacher_disagreement_score":0.83524,"about_ca_system_score_codex":0.000034912882,"about_ca_system_score_gemma":0.000046424273,"threshold_uncertainty_score":0.9999739},"labels":[],"label_agreement":null},{"id":"W2597168573","doi":"10.3917/riges.421.0064","title":"Pour optimiser l’expérience client et alimenter la croissance","year":2017,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Humanities; Philosophy","score_opus":0.032211788844189855,"score_gpt":0.2780759856294516,"score_spread":0.24586419678526178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597168573","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37510636,0.0015424946,0.010471329,0.48517245,0.006130459,0.0004423026,0.00000931631,0.0001531901,0.1209721],"genre_scores_gemma":[0.97536767,0.00014056306,0.0007935666,0.0020048933,0.00093073794,0.00002171679,0.00004452478,0.000024537683,0.020671824],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988393,0.000027580207,0.0002732382,0.0003414065,0.00021316236,0.00030531408],"domain_scores_gemma":[0.99861825,0.000028365625,0.000492438,0.0004546364,0.0003922817,0.00001406041],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006777913,0.00020908036,0.00014975869,0.00008594169,0.0006801173,0.0015799502,0.0003243052,0.0002068006,0.0006949715],"category_scores_gemma":[0.00026464913,0.00022048989,0.000054233806,0.00014414295,0.00021064396,0.0049174484,0.00018045137,0.00025885153,0.0010360774],"study_design_candidate":"theoretical_or_conceptual","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":[0.00012899423,0.00045134872,0.06057529,0.000603504,0.000046490226,0.00006795713,0.0001648586,0.0022489422,0.0027288175,0.8178128,0.0774812,0.03768982],"study_design_scores_gemma":[0.0008206774,0.000014146761,0.53689295,0.0008893212,0.00007608212,0.000013202661,0.000075795295,0.009135152,0.00034937102,0.0041058506,0.44724783,0.00037960985],"about_ca_topic_score_codex":0.00065388397,"about_ca_topic_score_gemma":0.000042844054,"teacher_disagreement_score":0.81370693,"about_ca_system_score_codex":0.000048426,"about_ca_system_score_gemma":0.000043990585,"threshold_uncertainty_score":0.99974173},"labels":[],"label_agreement":null},{"id":"W2597266520","doi":"10.3917/riges.421.0090","title":"Six chapeaux pour mieux gérer l’innovation","year":2017,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.04108218236152269,"score_gpt":0.2608393187157615,"score_spread":0.2197571363542388,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597266520","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43862984,0.0012858458,0.006547736,0.4225428,0.013189058,0.00057574647,0.00001065571,0.00025201464,0.116966315],"genre_scores_gemma":[0.9590178,0.00008918195,0.00042347398,0.0015196889,0.004538352,0.000019519552,0.00022565926,0.000039952323,0.03412633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846894,0.000015009523,0.00046296627,0.00038268277,0.00027347446,0.00039695424],"domain_scores_gemma":[0.99714184,0.000019091633,0.0008823283,0.00056699465,0.0013793864,0.00001035515],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007062295,0.0002674135,0.00020332108,0.00035186214,0.0012392589,0.0015007092,0.00034215528,0.00036492242,0.001424517],"category_scores_gemma":[0.00087938935,0.0002979495,0.000054371263,0.0006369442,0.00017119301,0.0060528563,0.00014617736,0.0003195232,0.0034304094],"study_design_candidate":"theoretical_or_conceptual","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":[0.000047497164,0.00012475048,0.019429285,0.00048786702,0.00002869601,0.000013730796,0.000024366129,0.00021433548,0.0028853465,0.8071613,0.03528814,0.13429469],"study_design_scores_gemma":[0.00082464074,0.0000139785725,0.41503987,0.000566953,0.000093435,0.000005257466,0.00007138431,0.014418336,0.00027535108,0.013059357,0.55520344,0.00042804115],"about_ca_topic_score_codex":0.000708875,"about_ca_topic_score_gemma":0.00008226228,"teacher_disagreement_score":0.79410195,"about_ca_system_score_codex":0.000097706616,"about_ca_system_score_gemma":0.00007839305,"threshold_uncertainty_score":0.99994725},"labels":[],"label_agreement":null},{"id":"W2597712892","doi":"10.29173/cais249","title":"The Institutionalization of Knowledge in an Organization","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Institutionalisation; Humanities; Knowledge management; Sociology; Political science; Philosophy; Computer science","score_opus":0.02272340450739486,"score_gpt":0.2341461545537594,"score_spread":0.21142275004636454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2597712892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820738,0.000784375,0.000082594524,0.006164881,0.0005181472,0.00048206595,0.000017078532,0.000020255944,0.00985682],"genre_scores_gemma":[0.99864095,0.0002164856,0.00006972788,0.00013333665,0.00024057597,0.000019145582,0.000028233488,0.000021304755,0.0006302366],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99843794,0.000017341965,0.00074024725,0.00022225147,0.00029981253,0.0002824251],"domain_scores_gemma":[0.89251065,0.000061396,0.0012061863,0.00014351237,0.1060605,0.000017724999],"candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0006567332,0.00021964163,0.0003090367,0.00023957522,0.00022965814,0.0025557696,0.0009827678,0.00020839687,0.00012183558],"category_scores_gemma":[0.009199663,0.00016496782,0.00005715583,0.0021688135,0.0006450683,0.03185166,0.00032587777,0.0002017558,0.000013534287],"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":[0.000041589312,0.00030152075,0.39949274,0.0011906098,0.000032366013,1.0592199e-7,0.0032572292,0.000052734984,0.007932429,0.57771635,0.002159522,0.007822779],"study_design_scores_gemma":[0.00070036156,0.00007123767,0.90201527,0.0011919308,0.000100005134,0.0000041377807,0.0033727118,0.0054404777,0.008345203,0.01919962,0.059236217,0.00032280324],"about_ca_topic_score_codex":0.001037197,"about_ca_topic_score_gemma":0.00013267375,"teacher_disagreement_score":0.55851674,"about_ca_system_score_codex":0.000054927827,"about_ca_system_score_gemma":0.0002791013,"threshold_uncertainty_score":0.9991463},"labels":[],"label_agreement":null},{"id":"W2599223856","doi":"","title":"« Mutualiser les achats pour maximiser les revenus d’un secteur : le cas des ligues de sports professionnels en Amérique du Nord ».","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.022802741671035732,"score_gpt":0.2322960920864173,"score_spread":0.20949335041538156,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2599223856","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8139785,0.0020047817,0.06256101,0.06376098,0.00079440227,0.0009208297,0.00005076552,0.00041931836,0.05550942],"genre_scores_gemma":[0.96106464,0.0017472416,0.009324219,0.00031454276,0.00057064294,0.00018223825,0.00067272957,0.0001545046,0.025969215],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9936249,0.0025826949,0.001141655,0.0011870837,0.000599695,0.0008639247],"domain_scores_gemma":[0.98994887,0.0008719453,0.0015195487,0.0016734396,0.005883331,0.000102841106],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0076662586,0.0008106243,0.00069026323,0.00045548432,0.0017399723,0.0009935254,0.0015343004,0.00093553215,0.0011069588],"category_scores_gemma":[0.002434717,0.0007780389,0.00031778388,0.0009198583,0.0005473643,0.0016695719,0.0017156679,0.0010082065,0.00016909053],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013257848,0.002279651,0.23896138,0.0029343944,0.00026739208,0.00011106757,0.014035428,0.00011180024,0.014080336,0.453586,0.0049846154,0.26851535],"study_design_scores_gemma":[0.0027237493,0.0000013995569,0.6308915,0.025649048,0.00034541695,0.00010440847,0.0034173413,0.005350441,0.061645076,0.11022817,0.1568755,0.0027679356],"about_ca_topic_score_codex":0.008426013,"about_ca_topic_score_gemma":0.007581704,"teacher_disagreement_score":0.39193013,"about_ca_system_score_codex":0.000292339,"about_ca_system_score_gemma":0.00052837364,"threshold_uncertainty_score":0.99980617},"labels":[],"label_agreement":null},{"id":"W2601347776","doi":"","title":"Uber's Competitive Advantage Vis-À-Vis Porter's Generic Strategies","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Dalhousie University","funders":"","keywords":"Competitive advantage; Profitability index; Cost leadership; Industrial organization; Value (mathematics); Business; Strategic management; Comparative advantage; Economics; Marketing; Computer science","score_opus":0.01388812869733561,"score_gpt":0.2456256750201479,"score_spread":0.2317375463228123,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2601347776","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6727809,0.001062677,0.015648142,0.00613666,0.0020753727,0.00034350736,0.0000042767265,0.00021224302,0.30173627],"genre_scores_gemma":[0.9956513,0.000502208,0.000047125002,0.00053084205,0.0026100841,0.000006144943,0.00002863709,0.00003692896,0.00058671634],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99750537,0.000011876524,0.00036126404,0.0002626336,0.000294215,0.0015646185],"domain_scores_gemma":[0.9984956,0.0000096468075,0.0007732495,0.00033894068,0.0003676312,0.000014949128],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009037839,0.00025527115,0.00024473638,0.0002223188,0.0013460476,0.0017431063,0.0006128625,0.00009939047,0.00022056808],"category_scores_gemma":[0.000053562362,0.00022653985,0.0001060756,0.00021051941,0.0001272535,0.0051356284,0.000113856106,0.0011192976,0.0001997494],"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":[0.000051982854,0.00005609188,0.0057494193,0.000023049828,0.00009351473,0.000021319413,0.000011215196,0.00002120575,0.0006172698,0.97627985,0.00022467466,0.01685041],"study_design_scores_gemma":[0.0032300383,0.00017434172,0.14780238,0.00018228525,0.00026039823,0.00047847742,0.015787195,0.0014077812,0.00017207922,0.73774606,0.09134922,0.0014097169],"about_ca_topic_score_codex":0.00028013645,"about_ca_topic_score_gemma":0.0010920082,"teacher_disagreement_score":0.32287046,"about_ca_system_score_codex":0.00018938622,"about_ca_system_score_gemma":0.00068035116,"threshold_uncertainty_score":0.99995404},"labels":[],"label_agreement":null},{"id":"W2602330300","doi":"10.71781/21575","title":"La construction de la confiance dans le commerce électronique interentreprises (e-business B2B) : les mécanismes d'autorégulation","year":2007,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science; Humanities; Business; Philosophy","score_opus":0.024655667999257388,"score_gpt":0.298037948178461,"score_spread":0.27338228017920363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2602330300","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75805473,0.00033559583,0.025024267,0.0009166588,0.0009978034,0.0008058474,0.000019834608,0.000024015448,0.21382125],"genre_scores_gemma":[0.98497415,0.00014251853,0.004660561,0.00011891204,0.00059223484,0.000051482173,0.003074511,0.00008650249,0.006299124],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99745846,0.00021370871,0.0008387614,0.00070962985,0.00027838466,0.0005010792],"domain_scores_gemma":[0.9971664,0.00022959053,0.0011690876,0.00034406024,0.0010631009,0.000027757716],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014635167,0.0005735527,0.00054049026,0.000388534,0.00084642996,0.0023340306,0.00065658,0.0009663769,0.002450211],"category_scores_gemma":[0.00024880623,0.00065542175,0.00010346856,0.0012040087,0.0005189106,0.0030820633,0.00016391564,0.0007522716,0.00018042103],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007674491,0.00062076683,0.07351738,0.0012485663,0.0002445924,0.000049785176,0.0018799109,0.0010412082,0.019439155,0.16182455,0.00068874116,0.73867786],"study_design_scores_gemma":[0.0019756283,0.00002660341,0.6530605,0.0025520616,0.00046694485,0.00008861701,0.015990607,0.0035345817,0.020603498,0.003549278,0.2967013,0.001450365],"about_ca_topic_score_codex":0.009359235,"about_ca_topic_score_gemma":0.0035398398,"teacher_disagreement_score":0.7372275,"about_ca_system_score_codex":0.0002545148,"about_ca_system_score_gemma":0.0006408311,"threshold_uncertainty_score":0.9995897},"labels":[],"label_agreement":null},{"id":"W2603361991","doi":"10.4236/jhrss.2017.51011","title":"Business Model and Wearables: What Convergence and Collaboration in the Area of Connected Objects and Clothing?","year":2017,"lang":"en","type":"article","venue":"Journal of Human Resource and Sustainability Studies","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; Université du Québec à Montréal","funders":"","keywords":"Business model; Clothing; Context (archaeology); Restructuring; Competition (biology); Technological convergence; Creativity; Fast fashion; Business; Knowledge management; Exploratory research; Convergence (economics); Marketing; Computer science; Economics; Sociology; Telecommunications","score_opus":0.03507075736349647,"score_gpt":0.30428917063372585,"score_spread":0.2692184132702294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2603361991","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9894379,0.003999844,0.0000157948,0.0061938413,0.00003343753,0.00018340297,4.2131674e-7,0.000003531128,0.00013187306],"genre_scores_gemma":[0.9984889,0.0011724556,0.00001335933,0.0002267894,0.00007028595,0.0000032176022,7.0361403e-7,0.000004567082,0.000019705138],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921507,0.000026700887,0.00035564438,0.0001399705,0.00014777138,0.00011482327],"domain_scores_gemma":[0.9977177,0.000090323774,0.0005472823,0.00013761489,0.0014998757,0.000007215351],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011296183,0.00011577053,0.00029830128,0.0001534346,0.0006627973,0.00059365766,0.00010088119,0.00004946086,8.8810765e-7],"category_scores_gemma":[0.0010475513,0.000078432,0.000012924928,0.00019158192,0.00054274034,0.0021934647,0.00012460585,0.00012358036,1.7764012e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00070975424,0.00024728908,0.89358205,0.0066890283,0.00018370977,0.0000545259,0.031471882,0.0008047628,0.00058845506,0.05852361,0.00084095815,0.0063039716],"study_design_scores_gemma":[0.0011862301,0.00006449064,0.7295726,0.00038371954,0.00008333351,0.000011806787,0.22241691,0.0025926973,0.000013044107,0.04301715,0.00050457026,0.00015345696],"about_ca_topic_score_codex":0.00010921388,"about_ca_topic_score_gemma":0.0002863609,"teacher_disagreement_score":0.19094503,"about_ca_system_score_codex":0.000017875223,"about_ca_system_score_gemma":0.000037126687,"threshold_uncertainty_score":0.5724654},"labels":[],"label_agreement":null},{"id":"W2604557005","doi":"10.22330/heb/321/006-016","title":"A Theoretical Proposal for Examining the Integration of Cooperative and Competitive Mothering Behavior","year":2017,"lang":"en","type":"article","venue":"Human Ethology","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Psychology; Developmental psychology; Social psychology","score_opus":0.0786775506966567,"score_gpt":0.3311065023114377,"score_spread":0.25242895161478096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604557005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9690552,0.000007728615,0.0076050465,0.0011498571,0.0001316276,0.00040385645,0.0000018145245,0.000019733789,0.021625154],"genre_scores_gemma":[0.99886763,8.1797606e-7,0.000615453,0.00017465214,0.00020953071,0.000068437716,0.000013711096,0.00000893893,0.00004083936],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99960047,0.000013437665,0.00013459702,0.000121327124,0.00004115181,0.00008902199],"domain_scores_gemma":[0.9994042,0.0000441875,0.00018811868,0.00013644915,0.00022503358,0.000002008242],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035367577,0.00007197252,0.00011282907,0.000043504653,0.00051734596,0.0001295464,0.000119496755,0.000057435576,0.00008222757],"category_scores_gemma":[0.00016649374,0.00004837143,0.000013162011,0.000032396256,0.0007577194,0.00036274994,0.000067645116,0.000087978566,0.0000018937476],"study_design_candidate":"theoretical_or_conceptual","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":[0.000025782785,0.000019475925,0.0031822717,0.00002312872,0.0000042001484,8.540416e-7,0.00019441321,0.0000010381724,0.017368961,0.9759238,0.000014841784,0.0032412661],"study_design_scores_gemma":[0.0013133971,0.00015450681,0.76332146,0.00011129239,0.00011324435,0.000009517745,0.0027180857,0.0026583893,0.0031988171,0.22571364,0.00044087388,0.0002467547],"about_ca_topic_score_codex":0.00003219077,"about_ca_topic_score_gemma":0.00007420326,"teacher_disagreement_score":0.7601392,"about_ca_system_score_codex":0.0000035843814,"about_ca_system_score_gemma":0.000009896101,"threshold_uncertainty_score":0.39790592},"labels":[],"label_agreement":null},{"id":"W2604866939","doi":"10.3917/grhu.103.0020","title":"De la GRH instrumentale à la GRH partenariale : l’impact des stratégies territoriales","year":2017,"lang":"fr","type":"article","venue":"Revue de gestion des ressources humaines","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":16,"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":0.0442114163913293,"score_gpt":0.28229057498060645,"score_spread":0.23807915858927714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2604866939","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95442045,0.0033255594,0.00043313976,0.007617273,0.0020216356,0.00028991885,0.000044605917,0.00019892697,0.03164852],"genre_scores_gemma":[0.9851294,0.0015674467,0.0006069325,0.000080644735,0.008935417,0.00004814222,0.000112426744,0.000078079145,0.0034414846],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976998,0.00023654396,0.0005676612,0.00046646275,0.00025381055,0.0007757122],"domain_scores_gemma":[0.99785006,0.00026673192,0.0007983003,0.000579464,0.00044166174,0.00006376883],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015553251,0.0004944492,0.00045812363,0.00030448803,0.0031883316,0.0055464692,0.00066270505,0.0006204606,0.0004630079],"category_scores_gemma":[0.001582774,0.0005025137,0.00020877026,0.0003356099,0.0027025768,0.0042800414,0.00019398813,0.00048018177,0.0000757518],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00042109346,0.00063783093,0.7286294,0.0049919724,0.00032990953,0.0002302918,0.0022803606,0.0043330574,0.004525034,0.11746824,0.0067849387,0.12936784],"study_design_scores_gemma":[0.0010569412,0.000061027866,0.68033427,0.002786715,0.00025102825,0.00016234384,0.0005532512,0.0029226423,0.00030811172,0.033348184,0.2775977,0.00061776844],"about_ca_topic_score_codex":0.007452967,"about_ca_topic_score_gemma":0.0009634401,"teacher_disagreement_score":0.27081278,"about_ca_system_score_codex":0.0002890269,"about_ca_system_score_gemma":0.00008973176,"threshold_uncertainty_score":0.9997426},"labels":[],"label_agreement":null},{"id":"W2605237444","doi":"10.1177/0306307016687985","title":"Streamlining interfunctional coordination in industrial SMEs","year":2017,"lang":"en","type":"article","venue":"Journal of General Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"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 British Columbia","funders":"","keywords":"Business; Industrial organization; Market orientation; Knowledge management; Marketing; Process management; Computer science","score_opus":0.05469194985327095,"score_gpt":0.2677666438846431,"score_spread":0.21307469403137216,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605237444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9324167,0.00002515015,0.0014398169,0.009022177,0.0030827245,0.00014024597,4.6672454e-7,0.000013819008,0.053858936],"genre_scores_gemma":[0.99545664,0.00000857223,0.00046873212,0.000421085,0.0027833018,0.0000030749634,0.0000063782522,0.000008934075,0.0008433143],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990567,0.0000067359756,0.0004448918,0.00010550194,0.00025259837,0.0001335808],"domain_scores_gemma":[0.9987518,0.000008255168,0.000869923,0.00014072863,0.00022300336,0.0000063000284],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060176867,0.000102596394,0.00015363874,0.00048472048,0.00019055964,0.0004766998,0.00029030012,0.0000545491,0.00012869989],"category_scores_gemma":[0.00009958754,0.00009001877,0.00005453653,0.00017693096,0.000031122647,0.0021956107,0.00012832077,0.00017292178,0.000019594827],"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":[0.0006762464,0.0004302884,0.25410777,0.00018675695,0.0002249257,0.0002052574,0.000033255976,0.0047857207,0.0007398308,0.4008777,0.06312336,0.27460888],"study_design_scores_gemma":[0.0058906917,0.00007752329,0.8493719,0.0004260539,0.00012408297,0.000012396043,0.00044605334,0.0070628957,0.0001364121,0.016974496,0.11909026,0.00038722917],"about_ca_topic_score_codex":0.00008889933,"about_ca_topic_score_gemma":0.000041252315,"teacher_disagreement_score":0.59526414,"about_ca_system_score_codex":0.000053357042,"about_ca_system_score_gemma":0.000018553312,"threshold_uncertainty_score":0.4596827},"labels":[],"label_agreement":null},{"id":"W2605428627","doi":"10.71781/966","title":"Analyse de la formulation stratégique en contexte de transformation de la demande de services","year":2007,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science; Humanities; Philosophy","score_opus":0.014715677529684737,"score_gpt":0.31641397817720457,"score_spread":0.30169830064751985,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605428627","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88884526,0.00021662633,0.040598217,0.0002742105,0.00014011397,0.00069387315,0.000017613505,0.000012787834,0.06920131],"genre_scores_gemma":[0.98806024,0.00012281007,0.0064042034,0.0004029607,0.00048551353,0.00005130476,0.0034657537,0.00005486208,0.0009523721],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9977363,0.00026218547,0.0007832024,0.00037453268,0.0002536148,0.0005901687],"domain_scores_gemma":[0.99826413,0.00029152152,0.0007365769,0.00019899053,0.0004651988,0.000043563356],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0052450993,0.0004306072,0.0003964225,0.00045827092,0.00051342824,0.0023158614,0.0005370182,0.0011602038,0.0010027904],"category_scores_gemma":[0.000118801014,0.00047883324,0.00012645367,0.00090182334,0.00006475856,0.0047328672,0.000040376766,0.00061541685,0.00012601393],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0025014703,0.0010792931,0.21112081,0.0074508097,0.0008142072,0.00015483233,0.03444669,0.02976874,0.060462095,0.08038428,0.00021739792,0.57159936],"study_design_scores_gemma":[0.002776395,0.00004630638,0.7513633,0.002152384,0.0012065562,0.000052573992,0.017760817,0.15524422,0.018687079,0.01150549,0.03799046,0.001214456],"about_ca_topic_score_codex":0.0076257973,"about_ca_topic_score_gemma":0.008584918,"teacher_disagreement_score":0.5703849,"about_ca_system_score_codex":0.00034792634,"about_ca_system_score_gemma":0.00054037524,"threshold_uncertainty_score":0.9999104},"labels":[],"label_agreement":null},{"id":"W2605486449","doi":"10.7202/1053581ar","title":"Les PME : un contexte pertinent pour l’étude des leviers de la création de valeur partagée","year":2018,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Mathematics; Art","score_opus":0.030913579966414036,"score_gpt":0.27428596862397064,"score_spread":0.24337238865755662,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605486449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5061181,0.0013115957,0.119785964,0.022973323,0.0029059765,0.0005043594,0.00001857666,0.0002236018,0.3461585],"genre_scores_gemma":[0.97409976,0.0004631994,0.004140425,0.0031663845,0.0025160308,0.000059963288,0.00016670508,0.000046025176,0.0153415175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813193,0.00007098296,0.0004952472,0.00040272673,0.00040970065,0.0004894287],"domain_scores_gemma":[0.99865663,0.00006208262,0.0003515379,0.00021014134,0.0006922732,0.000027361406],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012836651,0.0003027309,0.00017616432,0.00036070778,0.0004956534,0.0008438075,0.00050230476,0.00016216638,0.0051077916],"category_scores_gemma":[0.00019332759,0.00033522243,0.000109826724,0.00048508693,0.00042652813,0.0016043049,0.0002734326,0.00021406854,0.0010070642],"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":[0.00016432417,0.0006042606,0.18456298,0.0007934421,0.00059100206,0.00006701297,0.00039063545,0.0004965804,0.00039224426,0.5538643,0.029425913,0.2286473],"study_design_scores_gemma":[0.0011593557,0.000021805568,0.4732252,0.00059784914,0.00020497052,0.000012539149,0.00068893784,0.02457844,0.00022170976,0.02022497,0.47868446,0.00037976264],"about_ca_topic_score_codex":0.00080348237,"about_ca_topic_score_gemma":0.000071228445,"teacher_disagreement_score":0.5336393,"about_ca_system_score_codex":0.00033737402,"about_ca_system_score_gemma":0.000035575176,"threshold_uncertainty_score":0.99991},"labels":[],"label_agreement":null},{"id":"W2605489521","doi":"10.71781/23509","title":"Étude de cas d'un réseau d'importateurs de drogues : l'apport des participants complémentaires","year":2005,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science; Medicine","score_opus":0.07505667180992617,"score_gpt":0.3321203044889332,"score_spread":0.257063632679007,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605489521","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9677413,0.00074090244,0.00011420013,0.0011453279,0.0006769727,0.000809616,0.00002505051,0.000015284948,0.028731313],"genre_scores_gemma":[0.9866629,0.00021439252,0.00398586,0.0007720438,0.0009119067,0.0001238097,0.0039827246,0.00009806148,0.003248272],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99668247,0.000055410874,0.001007259,0.0007120335,0.00037073073,0.0011721249],"domain_scores_gemma":[0.9980249,0.000040843664,0.00097437244,0.00035457071,0.00052824273,0.00007710353],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012693196,0.00062730536,0.00060495734,0.00028799608,0.0007440721,0.001956154,0.00087751687,0.0004298556,0.0075637363],"category_scores_gemma":[0.00013267127,0.0006839924,0.00013285922,0.0007910946,0.00019496163,0.0035442305,0.0002046333,0.00040623298,0.0014240951],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005839482,0.0013344755,0.5535992,0.0010251083,0.0006710223,0.00040316922,0.00563959,0.00080956996,0.0064838915,0.0044653555,0.0028238378,0.42216083],"study_design_scores_gemma":[0.0014813029,0.000053060412,0.8833327,0.0012389208,0.0011477396,0.00002786914,0.01426316,0.003236445,0.015612601,0.0020680383,0.07619151,0.0013466134],"about_ca_topic_score_codex":0.008257156,"about_ca_topic_score_gemma":0.026847823,"teacher_disagreement_score":0.42081422,"about_ca_system_score_codex":0.0002709248,"about_ca_system_score_gemma":0.00048526024,"threshold_uncertainty_score":0.99956113},"labels":[],"label_agreement":null},{"id":"W2605668164","doi":"10.1177/030630700402900302","title":"‘It was a shock when Boo went under <sup>[1]</sup> ‘The Legacy of the e-Bubble—Lessons for Managers","year":2004,"lang":"en","type":"article","venue":"Journal of General Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Bubble; Shock (circulatory); Physics; Mechanics; Medicine; Internal medicine","score_opus":0.030829009960623637,"score_gpt":0.25206055024734403,"score_spread":0.2212315402867204,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605668164","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38677606,0.0005312332,0.061046332,0.4837651,0.0034140989,0.0025939639,0.000008829418,0.00007230151,0.06179209],"genre_scores_gemma":[0.98503137,0.00007650734,0.0018368855,0.009120674,0.001412179,0.000026565052,0.0000074627947,0.00003523625,0.002453129],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99815255,0.000017855375,0.0007622002,0.00019490425,0.00054752314,0.00032493347],"domain_scores_gemma":[0.9982779,0.000024519928,0.00090339384,0.00036457326,0.0004149741,0.000014655659],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078177475,0.00022802269,0.0002847579,0.00029380427,0.00033691744,0.00034623424,0.00074374565,0.00006556064,0.00009214125],"category_scores_gemma":[0.000033844855,0.00013730585,0.00029286614,0.0006199802,0.00009391038,0.0012491179,0.00024157825,0.00020650617,0.000015927037],"study_design_candidate":"theoretical_or_conceptual","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":[0.0001972968,0.0002818047,0.00028337148,0.0005466513,0.00049813825,0.000013925754,0.00016881821,0.2312956,0.00032354065,0.6822227,0.078648046,0.0055200798],"study_design_scores_gemma":[0.008309694,0.00015704075,0.035262093,0.0010314547,0.0016286075,0.000035415138,0.0059298184,0.009950005,0.0008104644,0.22131866,0.71470237,0.00086437137],"about_ca_topic_score_codex":0.000115271134,"about_ca_topic_score_gemma":0.00004826674,"teacher_disagreement_score":0.63605434,"about_ca_system_score_codex":0.00011884759,"about_ca_system_score_gemma":0.00005098998,"threshold_uncertainty_score":0.559917},"labels":[],"label_agreement":null},{"id":"W2605933868","doi":"10.71781/10944","title":"Recherches coopératives pour la résolution de problèmes d'optimisation combinatoire","year":2006,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"Université de Sherbrooke","keywords":"Mathematics; Humanities; Philosophy","score_opus":0.07799675243014144,"score_gpt":0.31640115944917585,"score_spread":0.23840440701903443,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605933868","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48536584,0.000731714,0.0025403344,0.00453788,0.00085198454,0.0016437696,0.000019726305,0.000021077238,0.50428766],"genre_scores_gemma":[0.8344087,0.00007814657,0.016622027,0.00015130977,0.0007039434,0.00017836291,0.008909513,0.0001054867,0.13884248],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977643,0.00017102057,0.0007078582,0.0006391988,0.00027269337,0.0004449643],"domain_scores_gemma":[0.9973476,0.0001402527,0.001079052,0.00024937658,0.0011660196,0.000017735192],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014706465,0.0005142589,0.00046428756,0.00033485776,0.00062453473,0.0022223892,0.0005568126,0.00089233933,0.0017615441],"category_scores_gemma":[0.00034929707,0.00056418433,0.00010081179,0.0010964613,0.00013732832,0.0040549506,0.00012375822,0.0005751772,0.00087542715],"study_design_candidate":"design_other","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":[0.0011133834,0.0031371787,0.025892412,0.0037520241,0.00045749175,0.00007228849,0.0038229723,0.0049936688,0.0322131,0.21392968,0.024815166,0.6858006],"study_design_scores_gemma":[0.0057382896,0.00011997767,0.24757622,0.007388272,0.0013976796,0.000028515942,0.011624637,0.0696733,0.027467962,0.047423597,0.577649,0.0039125364],"about_ca_topic_score_codex":0.003335623,"about_ca_topic_score_gemma":0.0014648233,"teacher_disagreement_score":0.6818881,"about_ca_system_score_codex":0.0002523734,"about_ca_system_score_gemma":0.00066149974,"threshold_uncertainty_score":0.9999025},"labels":[],"label_agreement":null},{"id":"W2606553672","doi":"10.7202/1039110ar","title":"Gouvernance et exigence de la transparence : la condescendance du voile","year":2017,"lang":"fr","type":"article","venue":"Revue Gouvernance","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.022700234270048133,"score_gpt":0.2621344488121365,"score_spread":0.23943421454208835,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606553672","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59826595,0.033560347,0.035446227,0.060678285,0.013292889,0.0012062379,0.00028307264,0.0004905074,0.2567765],"genre_scores_gemma":[0.9740867,0.009107904,0.0010129339,0.00123602,0.0016952495,0.000079182704,0.000016069771,0.00006973961,0.012696209],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99756527,0.00011280414,0.0005561816,0.0007178216,0.00031676842,0.00073115685],"domain_scores_gemma":[0.9968731,0.00018621792,0.0014634577,0.0009849317,0.0004527491,0.000039543953],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0014817727,0.00046761546,0.00046802944,0.00007309799,0.0010939854,0.0016708412,0.001389832,0.00042327968,0.00038079653],"category_scores_gemma":[0.0009404503,0.00055927417,0.00014739607,0.00040882564,0.0010097674,0.0058733737,0.00021567437,0.0007431307,0.00035503184],"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":[0.00011042988,0.0003727789,0.4609897,0.0030747722,0.00005922006,0.00049481605,0.0004021886,0.0011489235,0.00086063315,0.45511124,0.03235093,0.04502435],"study_design_scores_gemma":[0.0006012369,0.000009863641,0.44706693,0.0025652067,0.000055159227,0.00004264487,0.000030988922,0.003853221,0.00024093068,0.0037942983,0.5412357,0.00050383795],"about_ca_topic_score_codex":0.0036108072,"about_ca_topic_score_gemma":0.00080269837,"teacher_disagreement_score":0.5088847,"about_ca_system_score_codex":0.0002030964,"about_ca_system_score_gemma":0.00031378042,"threshold_uncertainty_score":0.9996859},"labels":[],"label_agreement":null},{"id":"W2606768742","doi":"10.7202/1022216ar","title":"Tissages locaux, maillages globaux : nouvelles dynamiques de la créativité et de l’innovation territorialisées pour la compétitivité internationale","year":2013,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Creativity; Economic geography; Business; Political science; Business administration; Geography","score_opus":0.012818485927619198,"score_gpt":0.25941810192981635,"score_spread":0.24659961600219715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606768742","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11290012,0.000722488,0.0778917,0.089709386,0.0063360576,0.00086262,0.00008562035,0.00039188997,0.7111001],"genre_scores_gemma":[0.9497863,0.00082344335,0.0072727785,0.0041406243,0.0031010641,0.00020403313,0.00081184553,0.000076197706,0.033783726],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749255,0.00017962849,0.00069644855,0.00051605114,0.00063181104,0.00048351786],"domain_scores_gemma":[0.9978234,0.00031301338,0.0005557071,0.00024330539,0.0010391707,0.000025356694],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016016131,0.00044163596,0.0002714145,0.00087387103,0.00021752261,0.0025813621,0.0006882428,0.00028603454,0.0028438985],"category_scores_gemma":[0.00028895028,0.0004964176,0.0001101557,0.000814799,0.00025713962,0.0036071308,0.0004926603,0.0003625357,0.00062638085],"study_design_candidate":"theoretical_or_conceptual","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":[0.000031176653,0.0004807744,0.038290955,0.00046551775,0.00036503412,0.000048245776,0.00011349991,0.00066101697,0.00053325354,0.7988494,0.1373201,0.022840997],"study_design_scores_gemma":[0.0011326028,0.000013447981,0.27052078,0.0009145258,0.000098192155,0.000027569136,0.0009099877,0.020928826,0.00019528426,0.08393619,0.6207717,0.00055090355],"about_ca_topic_score_codex":0.0029025078,"about_ca_topic_score_gemma":0.00012884487,"teacher_disagreement_score":0.83688617,"about_ca_system_score_codex":0.00047528226,"about_ca_system_score_gemma":0.00011899502,"threshold_uncertainty_score":0.99974877},"labels":[],"label_agreement":null},{"id":"W2606845274","doi":"10.15173/mjc.v9i0.270","title":"Panaché des méthodes utilisées dans les médias sociaux","year":2013,"lang":"fr","type":"article","venue":"The McMaster Journal of Communication","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.12748217751612645,"score_gpt":0.3017891345883026,"score_spread":0.17430695707217614,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606845274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.745938,0.0543702,0.014289796,0.13583821,0.00090037956,0.00045179625,0.0000024356818,0.000042902055,0.048166268],"genre_scores_gemma":[0.98997647,0.00278719,0.0028023096,0.0009634984,0.0006508531,0.000008648585,0.000010372348,0.000028603123,0.0027720737],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9982577,0.00032441434,0.0007855234,0.00009368472,0.0002774722,0.0002611805],"domain_scores_gemma":[0.9961581,0.00026116928,0.0013081569,0.00054786785,0.0017086797,0.000015977015],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019776784,0.00020615828,0.000259849,0.00015993675,0.0007989601,0.0007764265,0.0013223434,0.000117371404,0.0016977591],"category_scores_gemma":[0.0003205769,0.00014944206,0.00013540642,0.00057527283,0.0006143303,0.004663022,0.00036273146,0.00056798215,0.00022243902],"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":[0.00010248741,0.00049063034,0.061838567,0.0005676186,0.0003268318,0.0000024957565,0.0036573077,0.00040772345,0.0030398944,0.22749063,0.028779829,0.673296],"study_design_scores_gemma":[0.0010852432,0.00005202338,0.6841511,0.0017208873,0.0004893526,0.0000782804,0.014996138,0.0076326164,0.00044651708,0.18240951,0.1064807,0.0004575898],"about_ca_topic_score_codex":0.0015382506,"about_ca_topic_score_gemma":0.00017056218,"teacher_disagreement_score":0.6728384,"about_ca_system_score_codex":0.00007686756,"about_ca_system_score_gemma":0.000051902793,"threshold_uncertainty_score":0.9992148},"labels":[],"label_agreement":null},{"id":"W2606869832","doi":"","title":"Create and share innovation [Créer et partager l’innovation]","year":2017,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Obsolescence; Attractiveness; Tourism; Business; General partnership; Pace; Order (exchange); Social capital; Marketing; Knowledge transfer; Revenue; Economic geography; Economics; Political science; Management; Geography","score_opus":0.07867713303242364,"score_gpt":0.3326030798157467,"score_spread":0.2539259467833231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606869832","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6814688,0.000039722865,0.000015684593,0.0049344976,0.000630219,0.00074960553,0.00003126318,0.00008725626,0.31204295],"genre_scores_gemma":[0.99300736,0.00084283785,0.00016360504,0.0011864105,0.0010079311,0.00022380563,0.001269815,0.00007240342,0.0022258223],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99751747,0.000034730474,0.0008389602,0.00082771596,0.00026103383,0.0005200787],"domain_scores_gemma":[0.997105,0.00008565783,0.0007539369,0.00084762246,0.0011963956,0.000011368142],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0028216555,0.00034053356,0.00042063603,0.0019475874,0.00046139368,0.0016930976,0.0005261539,0.00049239054,0.00025703813],"category_scores_gemma":[0.0011671564,0.00035456292,0.00004281599,0.0008034922,0.00025594444,0.001611538,0.00122421,0.0013840939,0.000041076728],"study_design_candidate":"theoretical_or_conceptual","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":[0.00023926432,0.00025397397,0.08319047,0.0018691372,0.00015664108,0.000043921726,0.00014445087,0.002296586,0.0006033887,0.57734543,0.0030565865,0.33080018],"study_design_scores_gemma":[0.002079735,0.000030429792,0.42132524,0.0013202527,0.000036652746,0.000007107249,0.00042733765,0.022149881,0.00015043601,0.111722216,0.4391076,0.0016431061],"about_ca_topic_score_codex":0.0002473633,"about_ca_topic_score_gemma":0.0001782538,"teacher_disagreement_score":0.46562317,"about_ca_system_score_codex":0.00016013304,"about_ca_system_score_gemma":0.00026798036,"threshold_uncertainty_score":0.9998906},"labels":[],"label_agreement":null},{"id":"W2606998353","doi":"10.4000/interventionseconomiques.3209","title":"Jean-Pierre Bouchez, L’entreprise à l’ère du digital. Les nouvelles pratiques collaboratives, 2016, Bruxelles, De Boeck éditeur, 334 p.","year":2017,"lang":"fr","type":"article","venue":"Interventions économiques","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université TÉLUQ","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.035846879498616153,"score_gpt":0.27639857539112916,"score_spread":0.24055169589251302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2606998353","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35190326,0.20670368,0.013666371,0.18013832,0.009098813,0.0028498047,0.00085088477,0.0012613282,0.23352754],"genre_scores_gemma":[0.83785427,0.012600042,0.0008987682,0.0005263556,0.0033121444,0.00016200171,0.00045355034,0.00012754375,0.14406535],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99713224,0.000080365484,0.0012244906,0.0007523211,0.00014358801,0.00066700164],"domain_scores_gemma":[0.9956471,0.00012172924,0.0018016407,0.0009844714,0.0013825865,0.0000624946],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007096631,0.00062242144,0.0006060178,0.00041234685,0.0018410907,0.007837868,0.0010021448,0.00047596765,0.004088062],"category_scores_gemma":[0.0015993584,0.0006822009,0.00053306605,0.00031708603,0.00076824037,0.010936079,0.00062851986,0.00047948156,0.0008084759],"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":[0.00016048846,0.0013704108,0.046778694,0.0022708974,0.0005339957,0.00006882616,0.0002521851,0.00008339486,0.00016868931,0.30129367,0.58354765,0.06347109],"study_design_scores_gemma":[0.0010519437,0.00008792988,0.020934919,0.0047202525,0.00022212538,0.000010361633,0.0015065861,0.0020013265,0.0007522029,0.012303394,0.9555427,0.00086625153],"about_ca_topic_score_codex":0.0036224716,"about_ca_topic_score_gemma":0.0024519917,"teacher_disagreement_score":0.48595098,"about_ca_system_score_codex":0.00024791935,"about_ca_system_score_gemma":0.0004122006,"threshold_uncertainty_score":0.9999695},"labels":[],"label_agreement":null},{"id":"W2607688474","doi":"","title":"La survie des PME sous-traitantes de la messagerie urbaine malgré la dépendance économique","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Ministère des Transports","funders":"","keywords":"Political science","score_opus":0.017663978190491255,"score_gpt":0.21955114076618512,"score_spread":0.20188716257569386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2607688474","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.29307756,0.0049794773,0.18816614,0.030478299,0.00062171585,0.000781054,0.00011427563,0.00058844127,0.48119307],"genre_scores_gemma":[0.9594132,0.0027208214,0.012175476,0.000350542,0.00024447875,0.00012636145,0.0004884174,0.00014524879,0.024335513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9916795,0.0050856085,0.0010254422,0.0011035198,0.00031287322,0.0007930891],"domain_scores_gemma":[0.98982537,0.003630683,0.0012700249,0.0016583948,0.0035260285,0.000089528876],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.015538858,0.0007477815,0.00071145187,0.00039379054,0.00081429526,0.0021826855,0.0016233844,0.00093267,0.0010707317],"category_scores_gemma":[0.0035246392,0.0007611585,0.00029979143,0.000992057,0.0016675643,0.001613009,0.0013473966,0.0011249621,0.00025499103],"study_design_candidate":"theoretical_or_conceptual","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":[0.000053660464,0.00061535736,0.02630929,0.0012208861,0.00015842526,0.000039702885,0.0013950797,0.000073987816,0.0042339377,0.8887195,0.001649694,0.075530455],"study_design_scores_gemma":[0.001837487,7.928128e-7,0.18332098,0.011895328,0.00022665472,0.00008809046,0.00026831767,0.008662285,0.009200078,0.11615904,0.66658235,0.0017586142],"about_ca_topic_score_codex":0.002309291,"about_ca_topic_score_gemma":0.0018323867,"teacher_disagreement_score":0.7725605,"about_ca_system_score_codex":0.00025590725,"about_ca_system_score_gemma":0.00061544403,"threshold_uncertainty_score":0.9998424},"labels":[],"label_agreement":null},{"id":"W2610277214","doi":"10.5430/ijba.v8n3p1","title":"Strategic Alliance Success Factors: A Literature Review on Alliance Lifecycle","year":2017,"lang":"en","type":"review","venue":"International Journal of Business Administration","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":76,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Alliance; Business; Portfolio; Critical success factor; Strategic alliance; Marketing; Phase (matter); Industrial organization; Political science; Finance","score_opus":0.13023426832251675,"score_gpt":0.3764375116185054,"score_spread":0.24620324329598867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2610277214","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00007559822,0.9877762,0.00012075582,0.00225706,0.0049451557,0.0005516188,0.00005217366,0.000044718465,0.0041766735],"genre_scores_gemma":[0.0038257218,0.9867917,0.00006557093,0.0008473189,0.0069175023,0.000031196043,0.00118956,0.0000754822,0.00025595477],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99601823,0.000046585898,0.001948761,0.00048330292,0.0012057632,0.00029735218],"domain_scores_gemma":[0.98766845,0.00008896064,0.0069210883,0.0005204714,0.00476691,0.000034117737],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00069829886,0.00073179347,0.001635189,0.00048534066,0.00022475726,0.0024657217,0.0019652413,0.0004339486,0.00019514337],"category_scores_gemma":[0.00067210273,0.0005588959,0.00056075864,0.0009508392,0.000100891164,0.004501624,0.00010324619,0.000862028,0.00013385327],"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":[0.00036693548,0.001202087,0.00018576534,0.1270332,0.0012406756,0.0019944417,0.000016030232,0.000081209306,0.000006224381,0.056321383,0.01354398,0.7980081],"study_design_scores_gemma":[0.00031619245,0.000035450506,0.0003905303,0.18256046,0.00043426847,0.00019852411,0.0000053563926,0.00001893619,0.0000015684461,0.0007913538,0.81476945,0.00047791525],"about_ca_topic_score_codex":0.000012016153,"about_ca_topic_score_gemma":0.000015534037,"teacher_disagreement_score":0.8012255,"about_ca_system_score_codex":0.00016423666,"about_ca_system_score_gemma":0.0007736401,"threshold_uncertainty_score":0.99968624},"labels":[],"label_agreement":null},{"id":"W2611170738","doi":"","title":"Econometric analysis of selected factors of innovative companies activity in the polish economy","year":2016,"lang":"en","type":"article","venue":"Review of Economics and Finance","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Economics; Econometric analysis; Econometric model; Macroeconomics; Econometrics; Classical economics; Economy","score_opus":0.028512652626886896,"score_gpt":0.23068975173149384,"score_spread":0.20217709910460693,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2611170738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9949846,0.0018735382,0.00003328293,0.00044407442,0.000021176505,0.00013434184,0.000019831452,0.0000015536787,0.0024875544],"genre_scores_gemma":[0.97974527,0.020047337,0.000015573993,0.00014984477,0.000017130387,0.000004977971,0.000012906384,0.0000031770771,0.0000037682835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99931544,0.000008004983,0.000459945,0.00012300203,0.000016278138,0.000077358956],"domain_scores_gemma":[0.9986256,0.00008460379,0.0008966435,0.00014224186,0.00024966567,0.0000012896965],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036051942,0.00008453566,0.0005009148,0.0004787756,0.000017935023,0.000011998556,0.00012918496,0.00002869989,0.00002148305],"category_scores_gemma":[0.00008270447,0.000054037268,0.000050730665,0.0029712839,0.00007746639,0.00061221136,0.000029417433,0.000033600863,6.111276e-7],"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":[0.000023384571,0.00013892821,0.32213017,0.0031476195,0.0002592949,9.4355045e-8,0.00004074868,0.00012599186,0.000067321125,0.6363613,0.000121397876,0.03758375],"study_design_scores_gemma":[0.00017482713,0.000010224198,0.9905009,0.00044481613,0.00007828985,7.0373055e-8,0.00002165275,0.00079814513,0.00016435946,0.0011804732,0.006532453,0.000093768846],"about_ca_topic_score_codex":0.00020190857,"about_ca_topic_score_gemma":0.00006896414,"teacher_disagreement_score":0.6683707,"about_ca_system_score_codex":0.000011842602,"about_ca_system_score_gemma":0.000025027195,"threshold_uncertainty_score":0.22035758},"labels":[],"label_agreement":null},{"id":"W2612222128","doi":"10.5465/ambpp.2015.13201abstract","title":"\"Competitive Forbearance: The Content, the Process, and the Outcomes of Purposefully Not Acting\"","year":2015,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Queen's University","funders":"","keywords":"Forbearance; Competitive advantage; Competition (biology); Business; Basketball; Process (computing); Marketing; Computer science; Finance; Ecology","score_opus":0.05557021193265636,"score_gpt":0.2671226319817557,"score_spread":0.2115524200490993,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612222128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.67692316,0.00032511313,0.000086283086,0.14728354,0.0002301333,0.0024046658,0.0000024672863,0.000098234064,0.17264637],"genre_scores_gemma":[0.9932436,0.00007154259,0.00004091529,0.0056104218,0.00020103008,0.000103143684,0.000001684486,0.000015891766,0.0007117684],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99859446,0.0000074088525,0.00045282938,0.00022466357,0.00049737544,0.00022325393],"domain_scores_gemma":[0.99864733,0.00007064093,0.00077778817,0.00008917411,0.00040741925,0.000007639532],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018614914,0.0001912118,0.0002768882,0.00010853296,0.00025349314,0.00017198286,0.0006346855,0.00006886688,0.000010114164],"category_scores_gemma":[0.0002158731,0.000088425135,0.00006320105,0.00070353935,0.0006089826,0.001448069,0.00029720875,0.0002616141,0.000007902069],"study_design_candidate":"theoretical_or_conceptual","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":[0.00028229403,0.000029695746,0.0094498955,0.0003797836,0.00014890838,1.4287335e-7,0.00037036778,0.0000063498187,0.00004651051,0.98294723,0.0024302085,0.003908618],"study_design_scores_gemma":[0.009235637,0.00005098326,0.5428515,0.00045200522,0.0010265103,0.0000057275306,0.05282937,0.0016248581,0.002356922,0.12914658,0.25975215,0.00066775],"about_ca_topic_score_codex":0.000056250195,"about_ca_topic_score_gemma":0.0000016452094,"teacher_disagreement_score":0.85380065,"about_ca_system_score_codex":0.0000091926695,"about_ca_system_score_gemma":0.000007855433,"threshold_uncertainty_score":0.36058724},"labels":[],"label_agreement":null},{"id":"W2612402814","doi":"10.29173/cais849","title":"Folksonomie d’entreprise : nouvelles pratiques sociales et informationnelles dans un contexte international","year":2016,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Folksonomy; Appropriation; Humanities; Knowledge management; Sociology; Computer science; Political science; World Wide Web; Epistemology","score_opus":0.02498278267846176,"score_gpt":0.24016915031525315,"score_spread":0.2151863676367914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2612402814","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90384537,0.00030072813,0.00050170155,0.063407764,0.000801773,0.00038972855,0.00018119947,0.00005844072,0.030513274],"genre_scores_gemma":[0.9952203,0.0006693374,0.00037174197,0.00076524745,0.00045048242,0.00002685576,0.000021462327,0.00002778455,0.0024467823],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979652,0.000020897729,0.00091521133,0.00029798155,0.00042799732,0.00037268276],"domain_scores_gemma":[0.94675404,0.00018349559,0.0019943318,0.00015071032,0.050888546,0.000028884573],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0009494455,0.00035435086,0.00043760348,0.000195588,0.00024975266,0.0035520578,0.0013086009,0.00026418176,0.00030147212],"category_scores_gemma":[0.013787227,0.00025594106,0.00018946077,0.00047997205,0.0008680013,0.03922824,0.00066816685,0.00021912027,0.000028422915],"study_design_candidate":"theoretical_or_conceptual","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":[0.00024017587,0.00026889946,0.21117765,0.0007720286,0.00027410223,8.003927e-7,0.020168161,0.000005795383,0.0076961485,0.72374177,0.010947732,0.024706734],"study_design_scores_gemma":[0.00247347,0.00010604781,0.4624653,0.0033328289,0.00030954555,0.000016603019,0.01933083,0.00085826317,0.028255528,0.06699847,0.41495728,0.000895857],"about_ca_topic_score_codex":0.0005233642,"about_ca_topic_score_gemma":0.000076109434,"teacher_disagreement_score":0.6567433,"about_ca_system_score_codex":0.00009938757,"about_ca_system_score_gemma":0.0005209189,"threshold_uncertainty_score":0.9999893},"labels":[],"label_agreement":null},{"id":"W2613913807","doi":"10.5465/ambpp.2016.10996abstract","title":"Coopetition in Multi-Partner Alliances: Knowledge Flow between Strangers among Friends","year":2016,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","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":"McGill University","funders":"","keywords":"Coopetition; Knowledge flow; Business; Flow (mathematics); Psychology; Knowledge management; Computer science; Microeconomics; Economics; Mathematics","score_opus":0.05573723452077031,"score_gpt":0.281601263689566,"score_spread":0.2258640291687957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613913807","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86561775,0.00007371479,0.0020951382,0.0040252963,0.00018799155,0.00083416246,0.000005761831,0.00023324722,0.12692696],"genre_scores_gemma":[0.99718714,0.00007841308,0.0006407568,0.00029253095,0.00040046853,0.000069986025,0.000014177859,0.000029201206,0.0012873255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984084,0.000003363664,0.000538733,0.00041711843,0.00026009936,0.00037231296],"domain_scores_gemma":[0.99940795,0.000018321562,0.0003542105,0.000062014944,0.00014357606,0.000013929876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00060884317,0.00023308849,0.00026657453,0.00057508674,0.000086215536,0.00009253567,0.0003653182,0.00017305904,0.00017079838],"category_scores_gemma":[0.000027624847,0.00018576255,0.000054075506,0.001285818,0.0001640649,0.0036711562,0.00014585775,0.0001615252,0.000118292686],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010054081,0.00029178528,0.5657774,0.0022757675,0.00016408584,0.0000027461904,0.00012284779,0.0000243885,0.001692128,0.3119976,0.009159315,0.10839141],"study_design_scores_gemma":[0.0020934574,0.000012112345,0.93082017,0.00094579416,0.000103967956,1.6813205e-7,0.0002333807,0.0008650579,0.0009966493,0.0040471423,0.059463523,0.00041859876],"about_ca_topic_score_codex":0.000030174093,"about_ca_topic_score_gemma":0.0000094011075,"teacher_disagreement_score":0.36504275,"about_ca_system_score_codex":0.000046400262,"about_ca_system_score_gemma":0.000004720074,"threshold_uncertainty_score":0.75751764},"labels":[],"label_agreement":null},{"id":"W2613974170","doi":"10.1177/1465750317706623","title":"Opportunity is in the eye of beholder","year":2017,"lang":"en","type":"article","venue":"The International Journal of Entrepreneurship and Innovation","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"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 Calgary","funders":"","keywords":"Alliance; Portfolio; Diversity (politics); Business; Industrial organization; Marketing; Strategic alliance; Finance; Political science","score_opus":0.08304934283833613,"score_gpt":0.3065989276688773,"score_spread":0.22354958483054116,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2613974170","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9472903,0.000019770927,0.00008484194,0.046019927,0.0005250703,0.000054868593,0.0000012670783,0.0000022168401,0.0060017556],"genre_scores_gemma":[0.9947942,0.000025229707,0.000012627253,0.004489097,0.00059840083,0.0000011759415,0.000006229612,0.0000037288935,0.00006932802],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990957,0.00001144622,0.0004274788,0.00006326214,0.0003388232,0.000063296095],"domain_scores_gemma":[0.99765444,0.000035931236,0.0011507784,0.0001710455,0.000985357,0.0000024795768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011750008,0.0000651551,0.0000885004,0.00031943992,0.0001174836,0.00031327587,0.00065073563,0.000032010703,0.00008301088],"category_scores_gemma":[0.00049083383,0.000038044185,0.000026725762,0.0002788028,0.00009226404,0.0013209574,0.00007418421,0.0001552491,0.0000019780255],"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":[0.00017312077,0.00013882847,0.4788098,0.000026276493,0.000054205786,0.000012022217,0.00026445347,0.000023149612,0.003420599,0.49210855,0.0031907212,0.021778284],"study_design_scores_gemma":[0.00067380077,0.000014794611,0.9375899,0.000095410585,0.000025452953,0.000016186837,0.00030527293,0.00022811726,0.0014297973,0.042631336,0.016914105,0.000075853946],"about_ca_topic_score_codex":0.000104292114,"about_ca_topic_score_gemma":0.000011907365,"teacher_disagreement_score":0.45878008,"about_ca_system_score_codex":0.000008256671,"about_ca_system_score_gemma":0.00002945781,"threshold_uncertainty_score":0.30209264},"labels":[],"label_agreement":null},{"id":"W2614641415","doi":"10.7202/1040002ar","title":"L’histoire du concept d’équilibre en sciences économiques","year":2017,"lang":"fr","type":"article","venue":"L Actualité économique","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy","score_opus":0.03947714245610693,"score_gpt":0.258481606929886,"score_spread":0.21900446447377905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2614641415","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5282703,0.004823783,0.00045236113,0.13844259,0.008945687,0.00067357667,0.000043119122,0.00028583518,0.31806275],"genre_scores_gemma":[0.9689822,0.00035044627,0.00048557325,0.0058550327,0.0065101357,0.000043886394,0.00006174845,0.000062065345,0.017648889],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99759305,0.00007159074,0.00075450196,0.0007990632,0.00009400249,0.0006877732],"domain_scores_gemma":[0.99730736,0.00020397358,0.0012216311,0.0008503145,0.00037539104,0.00004130192],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001241932,0.00052510574,0.0005782815,0.00024585315,0.0028480552,0.004006068,0.0014618182,0.0005256013,0.0022974783],"category_scores_gemma":[0.0009206845,0.00055348384,0.0001904293,0.00020871965,0.0021847067,0.011958958,0.0005792448,0.0003983316,0.00091069686],"study_design_candidate":"theoretical_or_conceptual","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":[0.000041831165,0.00012138635,0.015821032,0.00033001014,0.000062057356,0.000018164628,0.00019393003,0.00009861191,0.0001558716,0.9207315,0.014362451,0.04806317],"study_design_scores_gemma":[0.0009039962,0.000051045856,0.0376568,0.00048752688,0.00009120468,0.000012530047,0.0003920353,0.004188822,0.0006666307,0.055132102,0.89951193,0.00090537616],"about_ca_topic_score_codex":0.006489329,"about_ca_topic_score_gemma":0.00047397733,"teacher_disagreement_score":0.8851495,"about_ca_system_score_codex":0.0001861062,"about_ca_system_score_gemma":0.00027405415,"threshold_uncertainty_score":0.9998672},"labels":[],"label_agreement":null},{"id":"W2617404289","doi":"","title":"The E-Business Agenda","year":2000,"lang":"en","type":"article","venue":"The Journal of Internet Banking and Commerce","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Electronic business; Context (archaeology); Business; Business model; Computer science; Public relations; Knowledge management; Marketing; Political science","score_opus":0.022242947922043812,"score_gpt":0.23095445888429136,"score_spread":0.20871151096224755,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2617404289","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9563753,0.0006883903,0.0005037857,0.0128755,0.0004069236,0.000049736012,1.6828884e-7,0.000016099597,0.029084083],"genre_scores_gemma":[0.99447423,0.0002991707,0.000011482604,0.0032276243,0.00071071583,5.7766846e-7,9.635733e-7,0.000009381007,0.0012658522],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993501,0.000022417336,0.00029469712,0.000049866794,0.0001517618,0.00013118034],"domain_scores_gemma":[0.9992654,0.00008478717,0.00026419247,0.00011904987,0.0002627447,0.0000038675125],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00085612555,0.00009406737,0.00010776703,0.00005354892,0.00028677634,0.00032639207,0.00035099825,0.000029634792,0.00034210322],"category_scores_gemma":[0.000036091584,0.000046459467,0.00003164911,0.0003203227,0.00009789636,0.00055435684,0.000048506252,0.00021897792,0.000036639256],"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":[0.0008759199,0.00009410308,0.0055831997,0.00009857647,0.0001575615,0.000016981849,0.00059379934,0.00042747447,0.00041335353,0.059201207,0.08941208,0.84312576],"study_design_scores_gemma":[0.00065470726,0.00002839001,0.11613443,0.00028077295,0.000105717474,0.00020710625,0.0004963612,0.0024120603,0.00006848254,0.008149696,0.87126535,0.00019691848],"about_ca_topic_score_codex":0.00022966409,"about_ca_topic_score_gemma":0.00002992292,"teacher_disagreement_score":0.8429288,"about_ca_system_score_codex":0.000007599036,"about_ca_system_score_gemma":0.0000102734875,"threshold_uncertainty_score":0.374579},"labels":[],"label_agreement":null},{"id":"W2618866969","doi":"","title":"Why Dominant Companies Are Vulnerable","year":2012,"lang":"de","type":"article","venue":"Alexandria (UniSG) (University of St.Gallen)","topic":"Business Strategy and Innovation","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":"University of Alberta","funders":"","keywords":"Leverage (statistics); Competitor analysis; Dominance (genetics); Business; Marketing; Divestment; Position (finance); Advertising","score_opus":0.025884206001886855,"score_gpt":0.19784353345684902,"score_spread":0.17195932745496217,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618866969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84521997,0.016401805,0.008761951,0.030244922,0.009958977,0.0016152972,0.00023239414,0.00041788205,0.087146804],"genre_scores_gemma":[0.99073654,0.0010437266,0.0005684012,0.0010203031,0.0015634781,0.0000010348576,0.00033376936,0.00005208014,0.0046806852],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.997596,0.000079585,0.0003969524,0.00051215454,0.00055518013,0.00086009013],"domain_scores_gemma":[0.99738413,0.000093237606,0.0010435254,0.00057234586,0.00083425845,0.00007248834],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008045369,0.00048928027,0.00076862366,0.0006601471,0.0014306782,0.00019679712,0.00072342425,0.0003924637,0.00633064],"category_scores_gemma":[0.000059901202,0.0005948478,0.00024031749,0.0014370236,0.00044369398,0.0065735197,0.00050803827,0.0005422379,0.0012637619],"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":[0.0015962572,0.0027877307,0.06809977,0.0041652457,0.0017490672,0.0001501878,0.0031235386,0.00037618817,0.0026222046,0.2795982,0.63011754,0.0056140604],"study_design_scores_gemma":[0.0029927182,0.00005321047,0.08926964,0.0006002803,0.0007862363,0.0000049168357,0.014702216,0.0022521103,0.000057385852,0.0008169612,0.8875305,0.000933807],"about_ca_topic_score_codex":0.0024744966,"about_ca_topic_score_gemma":0.00069318543,"teacher_disagreement_score":0.27878127,"about_ca_system_score_codex":0.00008399233,"about_ca_system_score_gemma":0.00006944792,"threshold_uncertainty_score":0.99986935},"labels":[],"label_agreement":null},{"id":"W2618871820","doi":"","title":"L'entreprise-réseau: Dix ans d'expérience de la Chaire Bombardier Produits récréatifs","year":2003,"lang":"fr","type":"book","venue":"Project Muse (Johns Hopkins University)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":13,"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":"Humanities; Political science; Art","score_opus":0.014571315628812002,"score_gpt":0.2114068318210192,"score_spread":0.19683551619220718,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2618871820","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009937321,0.00003585635,0.0017412525,0.0009717431,0.001300986,0.0016352885,0.00005687778,0.0004390665,0.9838816],"genre_scores_gemma":[0.50698364,0.25097883,0.0041648145,0.0063156583,0.0088801095,0.00012113496,0.002730531,0.0012395553,0.21858573],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99555016,0.00026430667,0.0006522098,0.001571721,0.0006881503,0.0012734646],"domain_scores_gemma":[0.9964882,0.00016241103,0.0010373774,0.0010026994,0.0012351704,0.00007413315],"candidate_categories":["metaepi_narrow","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.00089119026,0.0011305796,0.0008907687,0.012347446,0.0010291233,0.0007588282,0.0011567833,0.0011488787,0.00064345624],"category_scores_gemma":[0.0003394894,0.00132965,0.0004141101,0.015503973,0.0008488463,0.0043292628,0.0006055081,0.0012948579,0.0005326118],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00081952295,0.0025968254,0.031225272,0.008419499,0.001423907,0.004009426,0.0065324865,0.0007457792,0.00006966317,0.7877533,0.049963266,0.106441066],"study_design_scores_gemma":[0.0014632674,0.000047530422,0.0020655,0.00094887766,0.0006628587,0.000035914603,0.00050054654,0.0005735772,0.00006080842,0.000083033665,0.992146,0.0014120785],"about_ca_topic_score_codex":0.022162411,"about_ca_topic_score_gemma":0.0018034226,"teacher_disagreement_score":0.9421827,"about_ca_system_score_codex":0.0012175431,"about_ca_system_score_gemma":0.0028988342,"threshold_uncertainty_score":0.9989153},"labels":[],"label_agreement":null},{"id":"W2620235429","doi":"10.2139/ssrn.2973939","title":"Acquisition of Axia by Healthways, Inc","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Computer science","score_opus":0.01258704823753344,"score_gpt":0.23971779886508435,"score_spread":0.2271307506275509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620235429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9669641,0.00097162585,0.0056154504,0.008816265,0.0006807852,0.00014588112,0.0000029269752,0.000047643134,0.016755292],"genre_scores_gemma":[0.9979485,0.0003741863,0.000016567192,0.0004228044,0.00092817994,0.0000018561909,0.000026741745,0.000013916599,0.00026722264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9985982,0.000006229435,0.00027531324,0.00011231892,0.00018661584,0.00082132587],"domain_scores_gemma":[0.9987935,0.0000050769836,0.0007279888,0.00019478994,0.0002720862,0.0000065917047],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010643192,0.00010224125,0.00013790661,0.00011761554,0.00066687114,0.00025466646,0.00032072832,0.00006876304,0.00008274509],"category_scores_gemma":[0.000047820024,0.00009235579,0.000041798085,0.0001214606,0.00006134385,0.0018956584,0.000048281436,0.00057322736,0.000051411997],"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":[0.00008311753,0.000075542994,0.009318735,0.000052695897,0.000042851076,9.551504e-7,0.000007027048,0.0000075469534,0.0040485403,0.95622015,0.003045569,0.027097251],"study_design_scores_gemma":[0.0022570044,0.00012604584,0.05975235,0.00012108516,0.00007799306,0.00006886729,0.0005606078,0.000817688,0.00080110034,0.89213574,0.04281695,0.00046457557],"about_ca_topic_score_codex":0.00073234626,"about_ca_topic_score_gemma":0.00026937597,"teacher_disagreement_score":0.06408443,"about_ca_system_score_codex":0.000117675685,"about_ca_system_score_gemma":0.000307673,"threshold_uncertainty_score":0.5129101},"labels":[],"label_agreement":null},{"id":"W2620463789","doi":"","title":"Gestion de projet et expéditions polaires: Que pouvons-nous apprendre?","year":2011,"lang":"fr","type":"book","venue":"Project Muse (Johns Hopkins University)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"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":"Humanities; Art; Political science","score_opus":0.028742730711269374,"score_gpt":0.2150211563673487,"score_spread":0.18627842565607933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620463789","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0024094041,0.000019766136,0.0054812864,0.0020293952,0.0012064488,0.0017231132,0.00017274353,0.00071722665,0.9862406],"genre_scores_gemma":[0.6794892,0.21949351,0.011912147,0.0074644974,0.009962878,0.00019273837,0.01655642,0.0013017349,0.053626902],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964866,0.00023059189,0.00062784064,0.0011421303,0.00046563224,0.0010471748],"domain_scores_gemma":[0.99677753,0.0001446697,0.001044252,0.0007806146,0.0011914481,0.0000614542],"candidate_categories":["metaepi_narrow","bibliometrics","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00067683397,0.0010130957,0.0007304909,0.020978136,0.0009746767,0.00051281496,0.00096095743,0.0013010998,0.0008560803],"category_scores_gemma":[0.00021976174,0.0012339255,0.00037483603,0.009892731,0.0004891193,0.0050979196,0.00054225995,0.0014621037,0.00079880626],"study_design_candidate":"not_applicable","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":[0.0004535022,0.001345876,0.0021268881,0.0028100046,0.00049769244,0.0007291612,0.0020447327,0.00012794905,0.000024682477,0.95176864,0.015921485,0.022149365],"study_design_scores_gemma":[0.0012707096,0.00008894658,0.0017950352,0.0015918418,0.0008054271,0.00004765225,0.0005163428,0.00062630494,0.000026200367,0.0001809249,0.991747,0.001303595],"about_ca_topic_score_codex":0.1530958,"about_ca_topic_score_gemma":0.021373007,"teacher_disagreement_score":0.97582555,"about_ca_system_score_codex":0.0010445861,"about_ca_system_score_gemma":0.0030128954,"threshold_uncertainty_score":0.9999954},"labels":[],"label_agreement":null},{"id":"W2620565368","doi":"10.1016/j.emospa.2016.09.003","title":"Book review","year":2016,"lang":"en","type":"article","venue":"Emotion, space and society","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Typology; Relevance (law); Politics; Process (computing); Matching (statistics); Dynamics (music); Economic geography; Sociology; Economic system; Epistemology; Positive economics; Political science; Economics; Computer science; Law; Mathematics; Anthropology; Philosophy","score_opus":0.01325947095463961,"score_gpt":0.22149472649939358,"score_spread":0.20823525554475397,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2620565368","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030974122,0.17659967,0.021709027,0.67631,0.0015547676,0.0010826201,0.000006191163,0.00080753444,0.09095604],"genre_scores_gemma":[0.27057648,0.17218378,0.0005399559,0.49829805,0.00499686,0.000043745604,0.00007077861,0.000071225484,0.053219125],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995261,0.0000032509636,0.00011556238,0.00014346979,0.00009289967,0.00011870482],"domain_scores_gemma":[0.99964523,0.000008609249,0.00008479095,0.000102516715,0.0001536587,0.0000051702245],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020518812,0.00008425076,0.00009937617,0.000016816173,0.00016156839,0.000056297653,0.000046663157,0.00004968026,0.0009083344],"category_scores_gemma":[0.000028694923,0.000055170494,0.000053939875,0.00023997622,0.0000508989,0.0012104069,0.000031216354,0.000040351893,0.00017104358],"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":[0.0000010118769,0.00001078658,0.0016992338,0.00040264198,0.0000079259125,2.1901813e-7,0.000013671642,8.756223e-8,0.00017150094,0.035939198,0.95877725,0.0029764601],"study_design_scores_gemma":[0.0002159737,0.0000022294926,0.020668691,0.0005049705,0.000020893367,9.4174817e-7,0.00003630905,0.000027229995,0.000017843033,0.0011614026,0.9772361,0.000107435044],"about_ca_topic_score_codex":0.000024329034,"about_ca_topic_score_gemma":0.0000011957052,"teacher_disagreement_score":0.23960236,"about_ca_system_score_codex":0.0000093218205,"about_ca_system_score_gemma":0.000008929406,"threshold_uncertainty_score":0.99456245},"labels":[],"label_agreement":null},{"id":"W2621493667","doi":"","title":"Les relations de coopération inter-entreprises : TIC versus face à face","year":2007,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"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":"Face (sociological concept); Computer science; Philosophy; Linguistics","score_opus":0.03750865585275337,"score_gpt":0.2564575234311056,"score_spread":0.21894886757835225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2621493667","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2081356,0.00032113603,0.56479263,0.00988082,0.0007414604,0.00055940496,0.000017089404,0.0005231214,0.21502875],"genre_scores_gemma":[0.9834635,0.00007635924,0.0060771396,0.00020355561,0.00016278311,0.000050636554,0.0013030506,0.00005494626,0.008608021],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975297,0.00044371796,0.0006276382,0.00065264653,0.0003564866,0.0003898406],"domain_scores_gemma":[0.9947613,0.0006162784,0.0008210934,0.0011372952,0.0026303679,0.00003370625],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003420316,0.00036168197,0.00029142824,0.00044832844,0.00058327895,0.0009881643,0.0007816009,0.00043186478,0.0005022911],"category_scores_gemma":[0.0018520232,0.00040880812,0.00014709143,0.000865672,0.00017904607,0.0007766315,0.0008679972,0.0007661176,0.00026394712],"study_design_candidate":"theoretical_or_conceptual","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":[0.0001558804,0.00088403985,0.015941812,0.00071493466,0.00020665042,0.000010595099,0.0028066842,0.003633891,0.001807534,0.8492762,0.0070755817,0.11748619],"study_design_scores_gemma":[0.005425251,0.0000017010615,0.12873754,0.007105988,0.0008189358,0.000014122689,0.0027733704,0.32438314,0.017382966,0.033270266,0.47633004,0.003756683],"about_ca_topic_score_codex":0.003588926,"about_ca_topic_score_gemma":0.0023687182,"teacher_disagreement_score":0.81600595,"about_ca_system_score_codex":0.00017208158,"about_ca_system_score_gemma":0.00017638392,"threshold_uncertainty_score":0.9998364},"labels":[],"label_agreement":null},{"id":"W2622939337","doi":"10.2139/ssrn.2375718","title":"A Note on Networks of Collaboration in Multi-Market Oligopolies","year":2014,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Oligopoly; Incentive; Microeconomics; Industrial organization; Mathematical economics; Economics; Computer science; Cournot competition","score_opus":0.012775273163763671,"score_gpt":0.2587694699373777,"score_spread":0.24599419677361403,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2622939337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73139,0.0026373533,0.22122565,0.0074156784,0.0059222747,0.0015558503,0.00000900998,0.00019892247,0.02964526],"genre_scores_gemma":[0.99679804,0.00083502085,0.00010153254,0.00039505246,0.0015163583,0.000014434658,0.000056576922,0.00003690978,0.0002460688],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9976754,0.00004083034,0.0006515048,0.0002740112,0.00026939146,0.0010888453],"domain_scores_gemma":[0.99817944,0.000033244007,0.0010493723,0.00022811863,0.0005028641,0.000006937996],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0021788292,0.00028246734,0.00039469686,0.0006766187,0.00011749947,0.00024294993,0.00033354305,0.00035451265,0.00003869943],"category_scores_gemma":[0.00017061993,0.00026634906,0.00009132216,0.00072600227,0.00004916269,0.00051128253,0.0001349682,0.0027635302,0.000013423578],"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":[0.0006933917,0.00040021862,0.009444694,0.00045623307,0.00016720963,0.0000049097416,0.00007068783,0.15967737,0.00014455621,0.80966437,0.0011668289,0.018109554],"study_design_scores_gemma":[0.003845169,0.00014273712,0.036024183,0.0015082642,0.00018855723,0.000019470137,0.0009629371,0.45762593,0.000060471386,0.48951754,0.008867772,0.001236971],"about_ca_topic_score_codex":0.00043693447,"about_ca_topic_score_gemma":0.00378118,"teacher_disagreement_score":0.3201468,"about_ca_system_score_codex":0.0004513212,"about_ca_system_score_gemma":0.0009014762,"threshold_uncertainty_score":0.9999789},"labels":[],"label_agreement":null},{"id":"W2623348935","doi":"10.1177/1056492617712895","title":"Why Meta-Organizations Matter: A Response to Lawton et al. and Spillman","year":2017,"lang":"en","type":"article","venue":"Journal of Management Inquiry","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":80,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Koneen Säätiö; World Anti-Doping Agency; Foundation for Economic Education","keywords":"Collective action; Coopetition; Corporate governance; Relevance (law); Subject matter; Work (physics); Bridge (graph theory); Sociology; Political science; Public relations; Management; Economics; Game theory; Politics","score_opus":0.05602536175590918,"score_gpt":0.29897478863170446,"score_spread":0.2429494268757953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2623348935","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5713705,0.00014007793,0.014319799,0.391668,0.0022189007,0.00045367752,0.000002207318,0.000052342453,0.019774508],"genre_scores_gemma":[0.8724332,0.00006676454,0.0015092276,0.12458063,0.00060702773,0.000008766647,0.0000054400352,0.000034019016,0.0007549355],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989431,0.00002331833,0.00040956502,0.00016803831,0.0002908259,0.00016517857],"domain_scores_gemma":[0.9983945,0.000021564434,0.0007026945,0.00034903112,0.00051365164,0.000018577772],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013994714,0.00015751972,0.00025625245,0.0005428587,0.00039652243,0.000990309,0.00038831102,0.00003533918,0.00036148485],"category_scores_gemma":[0.00020985832,0.00012937374,0.000064414526,0.0003594773,0.00006613679,0.002744073,0.0003325361,0.00012820684,0.00012041537],"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":[0.0005716231,0.00016540286,0.010360454,0.00017927129,0.00077051617,0.000115486975,0.00014830987,0.0002602873,0.00074939936,0.03525271,0.9491897,0.002236837],"study_design_scores_gemma":[0.00062194146,0.000026291993,0.2218462,0.00007481689,0.00052357506,0.000010768188,0.00029073752,0.00004652688,0.000040909814,0.001487767,0.7748498,0.00018068183],"about_ca_topic_score_codex":0.00003327389,"about_ca_topic_score_gemma":0.000013415595,"teacher_disagreement_score":0.3010627,"about_ca_system_score_codex":0.00001832307,"about_ca_system_score_gemma":0.000010088793,"threshold_uncertainty_score":0.9549573},"labels":[],"label_agreement":null},{"id":"W2625423621","doi":"10.1093/acrefore/9780190224851.013.6","title":"Transaction Cost Economics as a Theory of the Firm, Management, and Governance","year":2017,"lang":"en","type":"reference-entry","venue":"Oxford Research Encyclopedia of Business and Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":38,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nuclear Waste Management Organization","funders":"","keywords":"Transaction cost; Theory of the firm; Corporate governance; Coase theorem; Asset specificity; Industrial organization; Organizational economics; New institutional economics; Business; Internalization theory; Organizational theory; Economics; Outsourcing; Database transaction; Microeconomics; Finance; Marketing; Management; Computer science","score_opus":0.043189407960319254,"score_gpt":0.2777916634607222,"score_spread":0.23460225550040295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625423621","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0075027165,0.0023978532,0.00034349502,0.0012973977,0.0013133178,0.001970374,0.000054799602,0.000025974785,0.9850941],"genre_scores_gemma":[0.050924283,0.8579644,0.0001302522,0.00014821805,0.00067630195,0.0002743815,0.00013291482,0.00007543878,0.08967384],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975219,0.000049454455,0.0006388845,0.00064588065,0.0006420725,0.0005018398],"domain_scores_gemma":[0.9974464,0.00007350007,0.0009839298,0.0008502206,0.00062212296,0.000023802564],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012214361,0.00041311627,0.0005849657,0.00051798276,0.00061195536,0.00034147993,0.0008492244,0.00027507453,0.00012523492],"category_scores_gemma":[0.00008969863,0.0003187754,0.00010049035,0.00078967673,0.00067269016,0.0011375758,0.0009818764,0.00048288313,0.000007752522],"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":[0.0002539276,0.00014886163,0.0011096842,0.01336416,0.0002625558,0.000011924899,0.000024179659,0.00002304916,4.221934e-7,0.31477457,0.015793176,0.65423346],"study_design_scores_gemma":[0.0007979922,0.000014172862,0.10947332,0.0017051889,0.0002290119,0.0000023191894,0.00019149324,0.00006948049,0.00000222722,0.01834521,0.86886925,0.00030034306],"about_ca_topic_score_codex":0.0006830358,"about_ca_topic_score_gemma":0.0001943959,"teacher_disagreement_score":0.89542025,"about_ca_system_score_codex":0.000062503226,"about_ca_system_score_gemma":0.00008699861,"threshold_uncertainty_score":0.99992645},"labels":[],"label_agreement":null},{"id":"W2625928202","doi":"10.5267/j.uscm.2017.6.004","title":"Coordination of cooperative promotion efforts with competing retailers in a manufacturer-retailer supply chain","year":2017,"lang":"en","type":"article","venue":"Uncertain Supply Chain Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Supply chain; Promotion (chess); Industrial organization; Marketing; Chain (unit); Commerce; Operations management; Economics","score_opus":0.019763947254903703,"score_gpt":0.23785859987133026,"score_spread":0.21809465261642655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2625928202","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9385785,0.00003244799,0.0031032858,0.010295567,0.00045158094,0.0027137657,0.000010752312,0.00013916755,0.044674933],"genre_scores_gemma":[0.9969093,0.000012196517,0.0007234369,0.0004242976,0.00022820474,0.00020082803,0.0003432704,0.00004585095,0.0011126135],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99771446,0.000039564966,0.000622335,0.000593116,0.0005425046,0.0004879948],"domain_scores_gemma":[0.9980302,0.00003048328,0.00088284357,0.00064309826,0.00039601172,0.000017365197],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0011426309,0.00039562478,0.00043827118,0.0006992463,0.0005335941,0.00048369114,0.000526531,0.00012804674,0.00035119432],"category_scores_gemma":[0.0000778275,0.0003423888,0.00006543846,0.0006370723,0.00022503088,0.001835895,0.00023990261,0.00024296576,0.000033824963],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010254682,0.0010736492,0.5220085,0.0036644374,0.00038179415,0.0002920708,0.0009504458,0.021929484,0.0011676289,0.40341124,0.004050091,0.040045228],"study_design_scores_gemma":[0.007940455,0.00023250953,0.8699788,0.0021891375,0.00022537529,0.000006514574,0.0036507288,0.08428548,0.0015755567,0.004860731,0.023490224,0.0015645215],"about_ca_topic_score_codex":0.0012345394,"about_ca_topic_score_gemma":0.0009982503,"teacher_disagreement_score":0.3985505,"about_ca_system_score_codex":0.00013132869,"about_ca_system_score_gemma":0.00002796241,"threshold_uncertainty_score":0.9999028},"labels":[],"label_agreement":null},{"id":"W2626627269","doi":"","title":"Acquiring Competitive Advantage With Repositioning Strategy in the Hotel Industry","year":2017,"lang":"en","type":"article","venue":"Higher education of social science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Competitor analysis; Competitive advantage; Business; Industrial organization; Marketing; Market share","score_opus":0.029405714163069367,"score_gpt":0.30950955883320164,"score_spread":0.2801038446701323,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2626627269","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5069493,0.000004955435,0.000011246475,0.0012664793,0.00019492784,0.00007880105,2.47398e-7,0.0000083869345,0.49148563],"genre_scores_gemma":[0.9984568,4.1414708e-7,0.0000376098,0.0005621061,0.0005120875,0.000012743689,0.0000044056405,0.000003692901,0.00041018508],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993283,0.000005525674,0.00013353697,0.00014779274,0.0002530513,0.0001317517],"domain_scores_gemma":[0.9991805,0.000008800166,0.00035231502,0.00015004263,0.000304561,0.000003780376],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004160916,0.00006288732,0.00006769035,0.000108957254,0.0009710885,0.00055967516,0.00039675465,0.000049964223,0.00009048517],"category_scores_gemma":[0.00002420709,0.00004701344,0.000010570028,0.0005957692,0.00053237664,0.0025828804,0.000041694148,0.00014527414,0.0000063195153],"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":[0.000007811565,0.00006558562,0.044526163,0.00001919488,0.0000011129646,6.477997e-7,0.00016277544,0.0000074417126,0.0012596842,0.9530769,0.00008271451,0.00078995916],"study_design_scores_gemma":[0.00010645539,0.000004529986,0.9925408,0.00005478362,0.000004894732,6.935652e-7,0.003183043,0.000011807431,0.00016356423,0.0018624074,0.0019970967,0.000069949914],"about_ca_topic_score_codex":0.00032147943,"about_ca_topic_score_gemma":0.0000103016555,"teacher_disagreement_score":0.9512145,"about_ca_system_score_codex":0.000029754678,"about_ca_system_score_gemma":0.00016517007,"threshold_uncertainty_score":0.7468926},"labels":[],"label_agreement":null},{"id":"W2654675728","doi":"10.71781/6148","title":"Les connectivités dans la modélisation des collaborations entre université-état-entreprise : une nouvelle logique pour les systèmes d’innovation","year":2016,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science; Philosophy; Humanities","score_opus":0.038108488208347446,"score_gpt":0.2632457137651603,"score_spread":0.22513722555681287,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2654675728","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78403056,0.00016340792,0.0097682,0.0032480622,0.00061289675,0.0013230118,0.0001353929,0.000025051759,0.20069344],"genre_scores_gemma":[0.95875084,0.00012402156,0.001274537,0.000045162946,0.0004940303,0.00006731691,0.0046987035,0.00007344762,0.03447195],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.99736464,0.00015172779,0.00087406073,0.00083398196,0.00035093352,0.0004246364],"domain_scores_gemma":[0.99448174,0.0002480358,0.0014336883,0.00036938663,0.0034432549,0.000023914103],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00071642455,0.0006089087,0.0005265548,0.00075909245,0.0017980328,0.0015176428,0.0006164567,0.00079858577,0.005989992],"category_scores_gemma":[0.00047659298,0.0006015635,0.00009455306,0.003532304,0.0002610001,0.0046102963,0.0001807363,0.00036495322,0.00059569353],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009192895,0.00118489,0.051257554,0.0015186042,0.00058870803,0.00011342496,0.012793271,0.0031379461,0.036882468,0.40246543,0.002914341,0.48622409],"study_design_scores_gemma":[0.00958701,0.00017485631,0.30283254,0.009425863,0.0023673812,0.000044895627,0.38275585,0.019589234,0.040949624,0.032703087,0.19451869,0.005050977],"about_ca_topic_score_codex":0.0070334193,"about_ca_topic_score_gemma":0.011566618,"teacher_disagreement_score":0.4811731,"about_ca_system_score_codex":0.00049043074,"about_ca_system_score_gemma":0.0007577607,"threshold_uncertainty_score":0.99964356},"labels":[],"label_agreement":null},{"id":"W2730638757","doi":"10.7202/1040178ar","title":"Contextualisation des cinq lois de la bibliothéconomie et du marketing1","year":2017,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03311985842868583,"score_gpt":0.32066593681331734,"score_spread":0.28754607838463153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2730638757","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57359374,0.006066529,0.015719533,0.046668634,0.0021663178,0.0006536037,0.000032986478,0.00031641155,0.35478225],"genre_scores_gemma":[0.96861917,0.01582082,0.0015060175,0.0073494976,0.0012290137,0.000061043764,0.00017922073,0.00007220726,0.00516302],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9977564,0.0002963409,0.000635053,0.00046455557,0.0003804936,0.0004671271],"domain_scores_gemma":[0.9967323,0.0004163559,0.0011909684,0.00046312014,0.0011598794,0.000037356815],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0051083504,0.0003846607,0.0003151074,0.0045127277,0.0011942204,0.035619207,0.0004761286,0.0003012674,0.009392298],"category_scores_gemma":[0.0020634753,0.00043263272,0.00012063788,0.002985018,0.00070144306,0.06540375,0.00020581897,0.0003198559,0.00035211648],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017758069,0.0002409544,0.2618849,0.00086334965,0.0001150089,0.000020383754,0.00082492613,0.00013759705,0.0010909569,0.62587225,0.093046434,0.015725644],"study_design_scores_gemma":[0.0017546379,0.000030479412,0.57838166,0.00068015215,0.00012943441,0.000016086122,0.0008931121,0.0016499361,0.00057979283,0.045092594,0.3702384,0.00055371266],"about_ca_topic_score_codex":0.012114957,"about_ca_topic_score_gemma":0.0008506432,"teacher_disagreement_score":0.5807797,"about_ca_system_score_codex":0.00033777644,"about_ca_system_score_gemma":0.00025799926,"threshold_uncertainty_score":0.99981254},"labels":[],"label_agreement":null},{"id":"W2731307932","doi":"10.1002/cjas.1449","title":"Mode coopétition dans un cluster culturel? Le cas du secteur circassien montréalais","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Coopetition; Relevance (law); Sustainability; Business; Public sector; Visibility; Manufacturing sector; Management; Business administration; Political science; Sociology; Economics; Geography; Economy; Market economy","score_opus":0.061068526351117904,"score_gpt":0.28528362574209987,"score_spread":0.22421509939098197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731307932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95099545,0.000059884936,0.0017238044,0.007168503,0.00095779484,0.00020609018,0.000027337795,0.000016204776,0.03884492],"genre_scores_gemma":[0.99681723,0.000010256354,0.0013975305,0.0006333341,0.0009891288,0.000008981052,0.00001849357,0.000014215337,0.00011081031],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9977192,0.00005425677,0.0006788746,0.0004628138,0.00028008316,0.00080472586],"domain_scores_gemma":[0.99696267,0.00005266416,0.0014112747,0.00027568222,0.0010171022,0.00028059987],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0021096203,0.00028954865,0.00031311155,0.00055241643,0.006630797,0.0030734842,0.0013549255,0.00015481154,0.000102607446],"category_scores_gemma":[0.0012394515,0.00026388228,0.00012094658,0.001027348,0.0042411517,0.006596926,0.000036396505,0.00028825487,0.000012314555],"study_design_candidate":"observational","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":[0.00016583553,0.0002151215,0.3021477,0.00029003873,0.00009979836,0.0016085997,0.015738534,0.0053893924,0.005994993,0.6603802,0.0026926803,0.005277168],"study_design_scores_gemma":[0.0016257617,0.0017557793,0.8210035,0.00062531687,0.00017613846,0.003466567,0.023116905,0.030035809,0.0034317307,0.105850466,0.007470473,0.0014415758],"about_ca_topic_score_codex":0.06623618,"about_ca_topic_score_gemma":0.8126542,"teacher_disagreement_score":0.74641806,"about_ca_system_score_codex":0.00047929733,"about_ca_system_score_gemma":0.0041106916,"threshold_uncertainty_score":0.99998134},"labels":[],"label_agreement":null},{"id":"W2731612102","doi":"10.1002/cjas.1448","title":"Cultural cluster coopetition: A look at the Montreal circus world","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Coopetition; Relevance (law); Sustainability; Business; Cirque; Cluster (spacecraft); Visibility; Marketing; Interpersonal communication; Public relations; Political science; Sociology; Economics; Geography; Market economy; Computer science; Social science; Ecology","score_opus":0.10404325996819251,"score_gpt":0.305643819254305,"score_spread":0.20160055928611248,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2731612102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85911435,0.00013207742,0.00016402273,0.01163598,0.00094554084,0.00021092614,0.000019174511,0.000009651674,0.12776826],"genre_scores_gemma":[0.9958199,0.0000070166157,0.00030738427,0.0011927746,0.0011340628,0.000009119157,0.000010680365,0.000009180363,0.001509828],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99793947,0.000049822564,0.0005918608,0.00038190436,0.00027218478,0.0007647464],"domain_scores_gemma":[0.99719745,0.00008549653,0.0012877303,0.0002937593,0.0009212281,0.00021433305],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.002392618,0.000245937,0.00025097484,0.00047574617,0.0081472285,0.003636344,0.0014829308,0.00008343584,0.00048386908],"category_scores_gemma":[0.0009589385,0.00017843419,0.00011504831,0.0011414341,0.007649751,0.0049651107,0.000050541654,0.00026472818,0.0000317357],"study_design_candidate":"observational","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":[0.00028130293,0.00012409393,0.22972007,0.00028337204,0.00010803693,0.0012319413,0.00559861,0.0027776842,0.0014589082,0.728639,0.02054947,0.009227511],"study_design_scores_gemma":[0.0018282306,0.0019546384,0.7678678,0.0010517368,0.00026895752,0.003859875,0.019998366,0.009534555,0.0013302783,0.107549675,0.083044685,0.0017112285],"about_ca_topic_score_codex":0.0256873,"about_ca_topic_score_gemma":0.89725935,"teacher_disagreement_score":0.8715721,"about_ca_system_score_codex":0.0005212729,"about_ca_system_score_gemma":0.0030741883,"threshold_uncertainty_score":0.99739796},"labels":[],"label_agreement":null},{"id":"W2733533719","doi":"10.1093/oxfordhb/9780199235049.013.0004","title":"Institutional Change And The Growth Of Strategy Consulting In The United States","year":2012,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Political science; Public administration","score_opus":0.055567885580325146,"score_gpt":0.20589048385060393,"score_spread":0.15032259827027877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2733533719","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011545628,0.000112732574,0.000057106972,0.00025514397,0.00011310765,0.00060586986,0.000028621744,0.000029835679,0.98725194],"genre_scores_gemma":[0.8513883,0.0005094542,0.000036439305,0.002126053,0.0013481565,0.000015468875,0.0016541432,0.000046225796,0.14287579],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99928766,0.00003227621,0.00018128585,0.00014632406,0.00018331112,0.00016911246],"domain_scores_gemma":[0.9991341,0.00010563587,0.00034876156,0.00014432997,0.00026209615,0.0000050269455],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042274178,0.00017729156,0.00020505622,0.00028966938,0.00024638453,0.00008912899,0.0003217035,0.00015292483,0.000008532241],"category_scores_gemma":[0.000019475663,0.00012129425,0.000039998118,0.000120809374,0.0005549119,0.00053703,0.00017187958,0.00031315835,3.1150336e-7],"study_design_candidate":"theoretical_or_conceptual","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":[0.00014943322,0.00001497632,0.00021530577,0.00030289125,0.00003105338,0.0000069412754,0.0002636809,0.00002017978,9.1460447e-7,0.9976605,0.00064076675,0.00069336157],"study_design_scores_gemma":[0.0016564385,0.000005602913,0.0019023122,0.00019575715,0.00015402105,0.0000030171238,0.00055923086,0.0013158248,0.0000024872306,0.004481924,0.98951507,0.0002083278],"about_ca_topic_score_codex":0.0024083422,"about_ca_topic_score_gemma":0.000101253885,"teacher_disagreement_score":0.99317855,"about_ca_system_score_codex":0.000028976914,"about_ca_system_score_gemma":0.000052051222,"threshold_uncertainty_score":0.4946236},"labels":[],"label_agreement":null},{"id":"W2740162543","doi":"10.1177/1476127016682973","title":"Maneuvering multimarket competition: The effects of multimarket contact and strategic alliances on performance of single-market firms","year":2016,"lang":"en","type":"article","venue":"Strategic Organization","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Fu Jen Catholic University; York University","keywords":"Competition (biology); Business; Market share; Industrial organization; Single market; Microeconomics; Economics; International trade; Marketing; European union","score_opus":0.015340471493388836,"score_gpt":0.19589449510982024,"score_spread":0.1805540236164314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2740162543","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97723913,0.000051080482,0.00009456764,0.000341379,0.00031190706,0.00030850907,0.0000045991887,0.00005429575,0.021594519],"genre_scores_gemma":[0.9993798,0.00012634488,0.000045634235,0.00011075247,0.0001990334,0.000006202197,0.000030929525,0.000024496027,0.00007681959],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989608,0.000028371549,0.00037116735,0.00023769758,0.00022642517,0.0001755294],"domain_scores_gemma":[0.99871516,0.00019140272,0.00045733494,0.00019776482,0.00042949972,0.000008861585],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026206448,0.00019881621,0.00022030086,0.000121338046,0.00015568797,0.00009412424,0.00016247111,0.00008926022,0.000349051],"category_scores_gemma":[0.000114538125,0.00012362051,0.000024242476,0.0007272212,0.00013771406,0.0008496918,0.000041746236,0.000076180746,0.000011746719],"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":[0.0007848283,0.0006116306,0.101715066,0.005860417,0.00015892625,0.000009934248,0.00013529923,0.00021828065,0.41311032,0.46994647,0.00037991308,0.0070689227],"study_design_scores_gemma":[0.0075941123,0.00096586504,0.85448426,0.004803856,0.0003059733,0.000018710343,0.0013303476,0.025468325,0.085407265,0.017509468,0.00070340396,0.001408388],"about_ca_topic_score_codex":0.00004708808,"about_ca_topic_score_gemma":0.000013537855,"teacher_disagreement_score":0.75276923,"about_ca_system_score_codex":0.000022648515,"about_ca_system_score_gemma":0.0000282453,"threshold_uncertainty_score":0.5041098},"labels":[],"label_agreement":null},{"id":"W2741147998","doi":"10.1093/oxfordhb/9780199535231.003.0027","title":"Parsons as an Organization Theorist","year":2009,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Business Strategy and Innovation","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":"Workplace Health, Safety and Compensation Commission","funders":"","keywords":"Normative; Sociology; Action (physics); Multidisciplinary approach; Action theory (sociology); Epistemology; Organizational theory; Social system; Social science; Management; Philosophy; Economics","score_opus":0.01921942056556237,"score_gpt":0.18939173126831868,"score_spread":0.17017231070275632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2741147998","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00052121107,0.000008763284,0.00030284753,0.00010157066,0.00021306868,0.00024430358,0.0000106041825,0.00029931893,0.9982983],"genre_scores_gemma":[0.021135364,0.00004720099,0.00006555817,0.00072359043,0.00083200884,2.6654297e-7,0.00063511886,0.00006392836,0.97649693],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990425,0.000005373046,0.00016685085,0.00037729956,0.00021141597,0.00019652874],"domain_scores_gemma":[0.9987704,0.000008081271,0.00034874323,0.0003499152,0.00050629687,0.00001654941],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008784425,0.00030689873,0.00023567858,0.0002812576,0.00037848027,0.000255009,0.00038717766,0.0003706832,0.0002962016],"category_scores_gemma":[0.000011729368,0.0003517175,0.000059905033,0.000053251606,0.000089649795,0.0010393617,0.00013960732,0.00027559843,0.0000224594],"study_design_candidate":"theoretical_or_conceptual","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":[0.000048659578,0.000017251345,0.000017627222,0.000050253533,0.000029624889,0.00003756087,0.000015291158,0.0000074230525,0.000015482039,0.98585886,0.0014753568,0.012426639],"study_design_scores_gemma":[0.00030622023,0.000015964737,0.00013486874,0.000068014924,0.00015286882,0.0000027380256,0.000029417644,0.00005982975,0.000020591388,0.019419625,0.97939396,0.0003958899],"about_ca_topic_score_codex":0.00014919882,"about_ca_topic_score_gemma":0.000028164844,"teacher_disagreement_score":0.9779186,"about_ca_system_score_codex":0.000059575254,"about_ca_system_score_gemma":0.00005309865,"threshold_uncertainty_score":0.9998935},"labels":[],"label_agreement":null},{"id":"W2743135163","doi":"10.7202/1039786ar","title":"Asymétries entre partenaires et confiance : le cas des alliances stratégiques entre PME et multinationales","year":2017,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Alliance; Humanities; Philosophy","score_opus":0.030658881026235176,"score_gpt":0.27768069349513014,"score_spread":0.24702181246889496,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2743135163","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49648377,0.0031028294,0.005868172,0.46263877,0.0013382569,0.00056277256,0.00018400514,0.00023026102,0.029591145],"genre_scores_gemma":[0.89931,0.027412027,0.007875486,0.0030238645,0.0013128885,0.00014186202,0.0007453197,0.00008411564,0.060094472],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99729824,0.00029119107,0.0008311845,0.0008023046,0.00028833808,0.00048871135],"domain_scores_gemma":[0.9941957,0.0024545277,0.0014734382,0.0005671281,0.0012430375,0.000066197914],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001720928,0.0005332751,0.0004551151,0.00031308993,0.000600088,0.0034086814,0.00073284126,0.00037452148,0.0011036606],"category_scores_gemma":[0.006389097,0.0006267425,0.00021875945,0.00016191317,0.0007098139,0.0075660623,0.00032315878,0.00068803295,0.00041596027],"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":[0.00013361487,0.00058938906,0.248623,0.00074134686,0.00022754938,0.000105999774,0.0006049587,0.013358894,0.0002048159,0.67614275,0.008969646,0.050298028],"study_design_scores_gemma":[0.0015380615,0.00002248261,0.6224786,0.0026422618,0.00009294186,0.000067075096,0.0003589753,0.01552631,0.00039173037,0.062925346,0.29327622,0.0006800285],"about_ca_topic_score_codex":0.0037923355,"about_ca_topic_score_gemma":0.006516284,"teacher_disagreement_score":0.6132174,"about_ca_system_score_codex":0.00038016995,"about_ca_system_score_gemma":0.0005523951,"threshold_uncertainty_score":0.99980944},"labels":[],"label_agreement":null},{"id":"W2749441269","doi":"10.1108/978-1-78714-315-920161006","title":"Aligning the e-HRM and Strategic HRM Capabilities of Manufacturing SMEs: A “Gestalts” Perspective","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"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":"Business; Perspective (graphical); Business administration; Dynamic capabilities; Human resource management; Industrial organization; Knowledge management; Computer science","score_opus":0.038639316629068304,"score_gpt":0.23862850605595148,"score_spread":0.19998918942688318,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2749441269","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010439127,0.00030552808,0.000018441644,0.0012539722,0.00024878123,0.00033714977,0.000007130761,0.00007158426,0.9873183],"genre_scores_gemma":[0.8761004,0.000087749984,0.000035354165,0.0003418806,0.00093179115,0.000011051436,0.000033958477,0.00005311368,0.12240466],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987752,0.0000035346554,0.00036989647,0.00038509467,0.00025262695,0.00021365967],"domain_scores_gemma":[0.998337,0.00005321907,0.0007118335,0.00045222865,0.00043867214,0.0000071037325],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00030473128,0.00037218668,0.0003870834,0.00022997383,0.0004418635,0.00051149994,0.00030632634,0.00023567842,0.00058817695],"category_scores_gemma":[0.000029854478,0.00025855703,0.00009443432,0.00002519125,0.00043615032,0.0008957777,0.0001865486,0.0003215145,0.000032557637],"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":[0.000020148731,0.000008158204,0.000039354814,0.00040255455,0.00007755015,0.0000047557282,0.00012536085,0.000005773411,0.000025604051,0.9982657,0.00028588562,0.00073918834],"study_design_scores_gemma":[0.0003576586,0.000020877716,0.0010443841,0.0005288084,0.00019570159,0.0000057418,0.0057915607,0.00013021105,0.00025945276,0.9711036,0.019981707,0.00058028457],"about_ca_topic_score_codex":0.0022252125,"about_ca_topic_score_gemma":0.0004406464,"teacher_disagreement_score":0.8656613,"about_ca_system_score_codex":0.000039417846,"about_ca_system_score_gemma":0.000054079144,"threshold_uncertainty_score":0.99998665},"labels":[],"label_agreement":null},{"id":"W2750207602","doi":"10.71781/6821","title":"Revue réaliste des modèles de services de première ligne","year":2017,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Physics; Art","score_opus":0.04316431771597329,"score_gpt":0.2912802863943633,"score_spread":0.24811596867839003,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2750207602","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71058863,0.0010583029,0.000094490926,0.0007549679,0.0007935152,0.00059626496,0.000024176736,0.000007123922,0.28608254],"genre_scores_gemma":[0.8861602,0.00022431575,0.0053639254,0.0001911331,0.0020100968,0.00008783291,0.0033963502,0.00009588298,0.102470264],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812734,0.00002763879,0.00052663154,0.00058525964,0.00017981432,0.0005533405],"domain_scores_gemma":[0.99741775,0.000028517341,0.0011557601,0.0005420354,0.00082710286,0.000028849423],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00077821454,0.00045550507,0.000463504,0.00020833185,0.0012498868,0.0046290793,0.0014995368,0.0005873249,0.00320672],"category_scores_gemma":[0.00012484072,0.00050325546,0.00010028318,0.00037457526,0.00010857939,0.0054285983,0.00021845878,0.00033266068,0.0010521228],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010676493,0.0008003535,0.20079425,0.024589237,0.0005705179,0.00025670318,0.008504121,0.001527837,0.025835522,0.020036686,0.0020594555,0.71395767],"study_design_scores_gemma":[0.0020477052,0.000058477723,0.3039822,0.021081204,0.0015556829,0.000045793266,0.015685577,0.02480716,0.011785661,0.013156746,0.6032375,0.0025562944],"about_ca_topic_score_codex":0.007519242,"about_ca_topic_score_gemma":0.016565325,"teacher_disagreement_score":0.7114014,"about_ca_system_score_codex":0.00011902804,"about_ca_system_score_gemma":0.00025389547,"threshold_uncertainty_score":0.9997419},"labels":[],"label_agreement":null},{"id":"W2754188799","doi":"10.3917/riges.422.0086","title":"Transformation numérique des entreprises : faites-en votre priorité !","year":2017,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.022700053390959908,"score_gpt":0.24045714051459266,"score_spread":0.21775708712363276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754188799","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7290595,0.0019938431,0.015027929,0.19845358,0.00416546,0.0007449911,0.000014881229,0.00027626043,0.050263535],"genre_scores_gemma":[0.98757136,0.00051568914,0.00030766218,0.00024764627,0.0015544548,0.000020542171,0.00015983239,0.000026931175,0.009595873],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998769,0.000028672039,0.00037853877,0.00027934273,0.00020859398,0.0003358764],"domain_scores_gemma":[0.99857175,0.000032050513,0.0004479324,0.0003819083,0.00055076706,0.000015573329],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00053720555,0.00024404362,0.0001884038,0.00017225179,0.0012169271,0.0015163387,0.00027939054,0.0004668717,0.0005567231],"category_scores_gemma":[0.00047095746,0.00026205645,0.00007765999,0.0002410272,0.00019676743,0.009774402,0.0000645905,0.00038631682,0.00077117106],"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":[0.00010076666,0.00020916409,0.08030201,0.0020596974,0.000046597546,0.000015001872,0.0008879112,0.00048973475,0.0012762751,0.3457146,0.0030232966,0.56587493],"study_design_scores_gemma":[0.0007593305,0.000018914834,0.6467855,0.0010619954,0.000078279634,0.000010029845,0.000431048,0.00676382,0.00043255734,0.014983754,0.32827348,0.0004013288],"about_ca_topic_score_codex":0.0013979715,"about_ca_topic_score_gemma":0.00041993381,"teacher_disagreement_score":0.56648344,"about_ca_system_score_codex":0.000090301044,"about_ca_system_score_gemma":0.000041702624,"threshold_uncertainty_score":0.9999832},"labels":[],"label_agreement":null},{"id":"W2754349599","doi":"10.3917/riges.422.0098","title":"Sept facteurs pour faire croître votre entreprise","year":2017,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.02755312304589986,"score_gpt":0.2442366231195244,"score_spread":0.21668350007362455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2754349599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.49773124,0.0019657994,0.0015679596,0.44949502,0.008209819,0.00044622217,0.000018949204,0.0002600681,0.04030491],"genre_scores_gemma":[0.92592484,0.0001432166,0.00014353663,0.0005984145,0.002747708,0.000011447202,0.00014962272,0.000036805654,0.07024441],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985722,0.000019547502,0.00033309963,0.0004265628,0.00023746188,0.00041118287],"domain_scores_gemma":[0.99807644,0.000025124164,0.00065068953,0.00062552793,0.0006019721,0.000020220516],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00030063867,0.00029204233,0.00021773414,0.00016352549,0.0011374059,0.0017365846,0.00037248453,0.00036050298,0.0019832184],"category_scores_gemma":[0.00057795807,0.00031608724,0.000098677854,0.00022080471,0.00016514998,0.0051254425,0.00018570879,0.00033785828,0.004036516],"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":[0.00009406352,0.00031922807,0.29643345,0.0009906932,0.00006986728,0.00008689609,0.00008350323,0.00036744986,0.001057888,0.14780645,0.1523163,0.40037423],"study_design_scores_gemma":[0.00061701774,0.0000075643147,0.6561124,0.00053602335,0.00011134674,0.000005833769,0.00010473922,0.0029637276,0.00012868766,0.005557165,0.33351347,0.00034205336],"about_ca_topic_score_codex":0.0013937479,"about_ca_topic_score_gemma":0.00013735148,"teacher_disagreement_score":0.44889662,"about_ca_system_score_codex":0.000067427296,"about_ca_system_score_gemma":0.00005828399,"threshold_uncertainty_score":0.99992913},"labels":[],"label_agreement":null},{"id":"W2755010195","doi":"10.3917/riges.422.0102","title":"Collaborer, innover et changer face à la complexité du monde des affaires","year":2017,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.04797270732937273,"score_gpt":0.2675413983195556,"score_spread":0.21956869099018286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2755010195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5629322,0.004553945,0.0038174286,0.31731382,0.0052447733,0.0006404213,0.00004592546,0.0002755081,0.10517599],"genre_scores_gemma":[0.9890264,0.00045656261,0.00037119098,0.0010580067,0.0013817088,0.000022628952,0.00015721536,0.000037048045,0.007489192],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99884677,0.000039205726,0.0002629164,0.000298632,0.00022233097,0.00033015973],"domain_scores_gemma":[0.9983656,0.000040613293,0.0004673259,0.0003780574,0.00073457323,0.000013823194],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006432544,0.00024956593,0.00020277532,0.00016894058,0.001018192,0.0016843062,0.0002834798,0.00028345763,0.0004856364],"category_scores_gemma":[0.00050427846,0.00026383507,0.000043837532,0.00043550064,0.00042880155,0.004504441,0.00019997843,0.0002461395,0.0005102964],"study_design_candidate":"theoretical_or_conceptual","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":[0.00009629156,0.00022488869,0.057693433,0.0007551054,0.00004692392,0.000029728752,0.00020583722,0.0003055255,0.000997171,0.83542997,0.048312187,0.05590295],"study_design_scores_gemma":[0.000546752,0.000011053308,0.57667816,0.00045200236,0.000049446684,0.000006195546,0.00013025718,0.0035381182,0.000074486044,0.008766013,0.40949106,0.00025647026],"about_ca_topic_score_codex":0.0020717715,"about_ca_topic_score_gemma":0.0005439902,"teacher_disagreement_score":0.826664,"about_ca_system_score_codex":0.00005749726,"about_ca_system_score_gemma":0.000048589645,"threshold_uncertainty_score":0.9999814},"labels":[],"label_agreement":null},{"id":"W2756329402","doi":"10.3917/riges.422.0028","title":"Dirigeants et médias sociaux : être ou ne pas être ?","year":2017,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.08663272395562802,"score_gpt":0.3059529593540898,"score_spread":0.21932023539846177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2756329402","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2773308,0.0031054218,0.0010936448,0.6113178,0.010205511,0.00054160325,0.000029077704,0.00028771872,0.096088395],"genre_scores_gemma":[0.96932304,0.00039563485,0.00017845472,0.0026178625,0.0027841502,0.00001695028,0.00026669298,0.00004598039,0.024371233],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984697,0.000031630905,0.00036412897,0.00039833834,0.0002870315,0.00044916882],"domain_scores_gemma":[0.99813426,0.000030000094,0.0007098878,0.00052839523,0.00057807384,0.00001940026],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006516537,0.00030171714,0.0002535765,0.00015707701,0.0012405064,0.0015494655,0.00035135102,0.00039690323,0.00094796385],"category_scores_gemma":[0.0004693819,0.00032293273,0.00009230602,0.00028559423,0.0001922764,0.005364193,0.00019137695,0.00039894276,0.0018206785],"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":[0.00007000962,0.00026896587,0.091740526,0.0006297691,0.000064587155,0.000064378466,0.00006881146,0.00015744765,0.0003713288,0.5937497,0.05336579,0.25944868],"study_design_scores_gemma":[0.0006135769,0.0000117410345,0.6701688,0.0005658926,0.00010692319,0.000005026729,0.00007606394,0.0016850248,0.00004272611,0.0067229704,0.31965613,0.00034506264],"about_ca_topic_score_codex":0.0017255914,"about_ca_topic_score_gemma":0.00039186268,"teacher_disagreement_score":0.6919922,"about_ca_system_score_codex":0.00006803799,"about_ca_system_score_gemma":0.00008003325,"threshold_uncertainty_score":0.9999653},"labels":[],"label_agreement":null},{"id":"W2761249245","doi":"","title":"Research Design and Research Systems: An Application of Agent-Based Modelling to Research Funding","year":2017,"lang":"en","type":"dissertation","venue":"University Library - University of Saskatchewan (University of Saskatchewan)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Management science; Computer science; Engineering management; Systems engineering; Engineering","score_opus":0.08852439847668445,"score_gpt":0.2784323921459448,"score_spread":0.18990799366926034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2761249245","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9577877,0.00016046492,0.028643755,0.00076546567,0.0002639308,0.0023795974,0.00017501997,0.00017573513,0.009648338],"genre_scores_gemma":[0.97496295,0.000100383564,0.005791206,0.000010401801,0.0001574904,2.908003e-7,0.0011654523,0.00007001725,0.0177418],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9948634,0.0006337768,0.0004033878,0.0012531666,0.0018920585,0.0009542076],"domain_scores_gemma":[0.9932739,0.00048350028,0.0009896063,0.001281226,0.0037872393,0.0001844899],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0041679163,0.00044947708,0.00096193433,0.005875597,0.002963252,0.00022820571,0.0028180776,0.0009565773,0.00026406458],"category_scores_gemma":[0.000049899674,0.00067509734,0.00020747786,0.0039396617,0.0015557607,0.0059356093,0.0008331064,0.0015429741,0.000062151725],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.058398128,0.00657014,0.0148990275,0.047692917,0.0026551955,0.0016455889,0.52499604,0.17405948,0.049608078,0.04968366,0.018387979,0.05140378],"study_design_scores_gemma":[0.0015553674,0.00027208982,0.0018138635,0.0012777356,0.00019799611,9.490534e-7,0.9537422,0.02521695,0.0006159901,0.0012178429,0.0134352455,0.0006537363],"about_ca_topic_score_codex":0.14416666,"about_ca_topic_score_gemma":0.010614473,"teacher_disagreement_score":0.4287462,"about_ca_system_score_codex":0.0003066027,"about_ca_system_score_gemma":0.0018792495,"threshold_uncertainty_score":0.99957},"labels":[],"label_agreement":null},{"id":"W2762509870","doi":"10.1093/icc/dtx036","title":"Cross-local knowledge fertilization, cluster emergence, and the generation of buzz","year":2017,"lang":"en","type":"article","venue":"Industrial and Corporate Change","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":48,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"University of Toronto; Deutsche Forschungsgemeinschaft","keywords":"Marketing buzz; Economic geography; Cluster (spacecraft); Perspective (graphical); Process (computing); Sociology; Geography; Computer science; Business; Advertising; Artificial intelligence","score_opus":0.31816691436080674,"score_gpt":0.2984986128059834,"score_spread":0.019668301554823353,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762509870","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99193925,0.00020604517,0.00039723745,0.0024879572,0.0010758889,0.00035505506,0.0000042217616,0.0000183534,0.003515998],"genre_scores_gemma":[0.996415,0.00004814139,0.0000033221936,0.00028510168,0.002854616,0.000030361236,0.000040962666,0.000008115329,0.00031434992],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99941975,0.000012332532,0.00022903159,0.00015376705,0.00008437808,0.00010071716],"domain_scores_gemma":[0.9989809,0.000010220373,0.0005209075,0.00016449463,0.00031660162,0.0000069041644],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039996943,0.000103804705,0.00014349383,0.00006621879,0.0005527301,0.00037273747,0.00012026058,0.00011988333,0.00007595692],"category_scores_gemma":[0.000084013394,0.000069983325,0.000018443114,0.00017406595,0.00042177504,0.0012210734,0.00012382572,0.000085894106,0.000008765195],"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":[0.00142807,0.00014453291,0.33054858,0.00026008175,0.000070373724,0.0000034827915,0.0005171185,0.000038749306,0.0011763263,0.3915531,0.01035949,0.2639001],"study_design_scores_gemma":[0.02055072,0.00008468415,0.75152165,0.00028917345,0.00027962672,0.000007853069,0.0005657828,0.11959054,0.001871075,0.029220955,0.07497329,0.0010446815],"about_ca_topic_score_codex":0.0006315556,"about_ca_topic_score_gemma":0.00023504702,"teacher_disagreement_score":0.42097303,"about_ca_system_score_codex":0.0000034018897,"about_ca_system_score_gemma":0.000015054914,"threshold_uncertainty_score":0.4251209},"labels":[],"label_agreement":null},{"id":"W2762765116","doi":"","title":"Statistiques en bref : Profil des établissements spécialisés en production multimédia en 2003-2004 au Québec.","year":2006,"lang":"fr","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science; Humanities; Art","score_opus":0.016636995155904173,"score_gpt":0.255235011858889,"score_spread":0.23859801670298486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2762765116","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75790834,0.0063217897,0.035797417,0.044805706,0.013810409,0.003709876,0.000084556574,0.0011669178,0.136395],"genre_scores_gemma":[0.8432904,0.00014827757,0.01289577,0.0007810727,0.011754574,0.00014242451,0.0010162132,0.00012014242,0.12985113],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9971269,0.00012965898,0.00084810506,0.0006928318,0.00043754635,0.0007649515],"domain_scores_gemma":[0.9973567,0.000057010133,0.00045219326,0.00033225256,0.001777741,0.000024067527],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011526444,0.0005181738,0.0003764286,0.00043340152,0.00064471737,0.0006992071,0.00029089986,0.0003521866,0.0024311575],"category_scores_gemma":[0.00071524543,0.00051795685,0.000065395645,0.0021198308,0.00024001334,0.0063530738,0.0001418647,0.00032261806,0.00076256203],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020704721,0.0014575113,0.36527717,0.0034026755,0.00018528981,0.0000334134,0.0007554656,0.00066698,0.0048644487,0.1581548,0.32676214,0.13823304],"study_design_scores_gemma":[0.0009985875,0.00004137472,0.57448894,0.0005239425,0.000231485,0.000009236591,0.00069730304,0.0020924755,0.003324266,0.0060075247,0.41063195,0.00095289096],"about_ca_topic_score_codex":0.6041054,"about_ca_topic_score_gemma":0.17353638,"teacher_disagreement_score":0.43056905,"about_ca_system_score_codex":0.00078232423,"about_ca_system_score_gemma":0.0006484142,"threshold_uncertainty_score":0.9997272},"labels":[],"label_agreement":null},{"id":"W2763257928","doi":"10.3917/riges.423.0064","title":"La force des liens","year":2017,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","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":true,"route_about_ca":true,"ca_institutions":"Francophone University Association; HEC Montréal; Université du Québec à Trois-Rivières","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.035670903062832944,"score_gpt":0.2533489268904923,"score_spread":0.21767802382765938,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763257928","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6361957,0.0032782566,0.0059192507,0.084240116,0.0054084975,0.00028137836,0.000005240089,0.00017948025,0.26449206],"genre_scores_gemma":[0.9724189,0.0001582296,0.00029251107,0.0002721242,0.0014315215,0.0000074339578,0.000035221597,0.000018642973,0.025365401],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99928224,0.000012860323,0.0001663871,0.00018581936,0.00011441512,0.00023825387],"domain_scores_gemma":[0.99903375,0.000020060279,0.00028879818,0.00030333982,0.00034599137,0.000008052829],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044561978,0.00013595636,0.00010474857,0.00008659506,0.0010396829,0.0012605783,0.0001984337,0.00022997668,0.0003559724],"category_scores_gemma":[0.000479461,0.0001460846,0.00003886118,0.00014705457,0.00031581975,0.004242792,0.00009784681,0.00019002602,0.0009003067],"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":[0.000029593055,0.00008547377,0.04346988,0.0006801669,0.000016966591,0.000018750121,0.00004680145,0.00013261459,0.0004954529,0.5566771,0.0076444456,0.39070275],"study_design_scores_gemma":[0.00033072056,0.000007937204,0.5712422,0.00055688387,0.000060772767,0.000008084119,0.00005504846,0.0031809534,0.00006653978,0.02329651,0.40099743,0.0001968864],"about_ca_topic_score_codex":0.00071235833,"about_ca_topic_score_gemma":0.00012263044,"teacher_disagreement_score":0.53338057,"about_ca_system_score_codex":0.00003434035,"about_ca_system_score_gemma":0.000020727244,"threshold_uncertainty_score":0.99987763},"labels":[],"label_agreement":null},{"id":"W2763536805","doi":"10.3917/riges.423.0090","title":"L’architecture d’affaires : le chaînon manquant dans la formulation, l’implantation et l’exécution d’une stratégie d’affaires","year":2017,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.022858998257945923,"score_gpt":0.255502952692738,"score_spread":0.23264395443479205,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2763536805","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5883171,0.00096867554,0.053123996,0.27568066,0.0041436814,0.0010900132,0.0000604614,0.0004652114,0.07615023],"genre_scores_gemma":[0.99466795,0.00026375032,0.00048328753,0.0003228007,0.0013817096,0.000042877255,0.0010679385,0.00005939317,0.0017103064],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9978877,0.0000858134,0.00057592854,0.0005371327,0.0004245042,0.00048895547],"domain_scores_gemma":[0.9977628,0.0000755268,0.001007288,0.00057657686,0.0005493587,0.00002845333],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0008989066,0.000425268,0.00029962996,0.00033086253,0.0018513,0.0018822299,0.00036766537,0.0004753301,0.00008454069],"category_scores_gemma":[0.00032697376,0.00045259105,0.00011292365,0.00042848082,0.00026429328,0.006748659,0.00013295824,0.00048985326,0.00018930603],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001958425,0.00025397728,0.0068846326,0.00085869984,0.000055255452,0.00003993862,0.00046402507,0.005024951,0.004804323,0.87341094,0.002318702,0.105688706],"study_design_scores_gemma":[0.0015006767,0.000057009034,0.8448735,0.0010818925,0.00019203262,0.00007870093,0.0008286849,0.015933018,0.00066252885,0.052007318,0.0820932,0.0006914474],"about_ca_topic_score_codex":0.007872702,"about_ca_topic_score_gemma":0.0040993104,"teacher_disagreement_score":0.83798885,"about_ca_system_score_codex":0.0001047717,"about_ca_system_score_gemma":0.00015825625,"threshold_uncertainty_score":0.9997926},"labels":[],"label_agreement":null},{"id":"W2765463810","doi":"10.1142/s1363919618500354","title":"EVALUATION OF EFFECTS OF COLLABORATIVE PATTERNS ON THE EFFICIENCY OF SCIENTIFIC NETWORKS USING SIMULATION","year":2017,"lang":"en","type":"article","venue":"International Journal of Innovation Management","topic":"Business Strategy and Innovation","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":"Concordia University","funders":"","keywords":"Productivity; Context (archaeology); Computer science; Knowledge flow; Order (exchange); Knowledge management; Star (game theory); Work (physics); Data science; Business; Mathematics; Engineering; Economics; Biology","score_opus":0.06036113235301766,"score_gpt":0.33506014119691363,"score_spread":0.274699008843896,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2765463810","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94687635,0.000021714419,0.04842504,0.0005431216,0.0019992592,0.00036933733,0.0000022546756,0.0000034519478,0.0017594445],"genre_scores_gemma":[0.99937534,0.000004797858,0.00018220219,0.00009837331,0.00030229942,0.000003940329,0.000012964606,0.000008147371,0.000011912003],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9971836,0.00004059899,0.0009904167,0.00011916434,0.0015809715,0.00008520221],"domain_scores_gemma":[0.980831,0.000087232074,0.004636031,0.00024701149,0.014195669,0.0000030223325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0037517725,0.000107463195,0.0001763815,0.0009608872,0.0001791474,0.00021196269,0.0005678599,0.000042198957,0.000047235608],"category_scores_gemma":[0.0009886272,0.00008185255,0.000050781848,0.0010317212,0.00012119884,0.0011036014,0.00010956117,0.00009465568,0.0000011666813],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000278038,0.00050632865,0.018177409,0.00033872007,0.0005404888,0.0000044646654,0.00010467491,0.6135678,0.007526412,0.32208845,0.00022837317,0.036638785],"study_design_scores_gemma":[0.0026763673,0.000088796325,0.2528815,0.0018093721,0.00039897655,0.0000010796648,0.00039060257,0.71674377,0.014768779,0.00965473,0.0003926398,0.00019340363],"about_ca_topic_score_codex":0.000023966188,"about_ca_topic_score_gemma":0.0000033947422,"teacher_disagreement_score":0.31243372,"about_ca_system_score_codex":0.000075436226,"about_ca_system_score_gemma":0.000070828726,"threshold_uncertainty_score":0.33378503},"labels":[],"label_agreement":null},{"id":"W2766396718","doi":"10.5465/ambpp.2016.18195abstract","title":"Acquisition spree of new CEOs: A consequence of social comparison with predecessors","year":2016,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Empire; Ask price; Business; Public relations; Psychology; Political science; Political economy; Sociology; Social psychology; Law; Finance","score_opus":0.03314025679606669,"score_gpt":0.2617465411731752,"score_spread":0.2286062843771085,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766396718","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95998347,0.000032107746,0.0013276892,0.005522202,0.00003839593,0.0004303878,0.0000028391773,0.000064455824,0.03259845],"genre_scores_gemma":[0.9984681,0.000027783064,0.00068312796,0.00026804363,0.00016929414,0.00001262743,0.0000038934013,0.000016328187,0.00035081504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998582,0.0000021054805,0.00055731816,0.00024568784,0.0004140855,0.00019878852],"domain_scores_gemma":[0.99856704,0.00001308058,0.0011099756,0.00004912456,0.00025260512,0.000008191412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003138917,0.00016484936,0.00031767972,0.0004932223,0.00006111911,0.000030234116,0.00032067136,0.000107255655,0.00013502438],"category_scores_gemma":[0.000018581875,0.00012110096,0.000045979545,0.0011807237,0.00022071283,0.0017989693,0.00012704382,0.000077557015,0.000009591083],"study_design_candidate":"theoretical_or_conceptual","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":[0.0008642212,0.0002270725,0.0436094,0.003734357,0.0002368406,0.0000012331946,0.00018001116,0.000013360779,0.03490303,0.8698045,0.024646057,0.021779925],"study_design_scores_gemma":[0.006571409,0.00019501503,0.8001206,0.002924061,0.0007378532,0.0000048539637,0.0022319644,0.000322334,0.09694433,0.047027256,0.042012323,0.00090802024],"about_ca_topic_score_codex":0.000047501308,"about_ca_topic_score_gemma":8.64236e-7,"teacher_disagreement_score":0.8227772,"about_ca_system_score_codex":0.000013501173,"about_ca_system_score_gemma":0.000009483452,"threshold_uncertainty_score":0.49383536},"labels":[],"label_agreement":null},{"id":"W2766431626","doi":"10.1007/978-3-319-69191-6_6","title":"Modeling Strategic Complementarity and Synergistic Value Creation in Coopetitive Relationships","year":2017,"lang":"en","type":"book-chapter","venue":"Lecture notes in business information processing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coopetition; Complementarity (molecular biology); Software; Knowledge management; Business; Industrial organization; Software development; Computer science; Process management; Economics; Incentive; Microeconomics","score_opus":0.05676094024956658,"score_gpt":0.25894114157305176,"score_spread":0.2021802013234852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766431626","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0159144,0.0007956111,0.35248435,0.0031401012,0.0008513494,0.0017850047,0.000042273205,0.0003097422,0.6246772],"genre_scores_gemma":[0.99639463,0.00006555295,0.0006428853,0.000575646,0.0003862199,0.000031410058,0.0017155166,0.00004207253,0.00014604435],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9979597,0.000011456264,0.0010191969,0.0003451768,0.00036351455,0.0003009621],"domain_scores_gemma":[0.99762017,0.00006816949,0.0009979826,0.000262522,0.0010389967,0.000012164298],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00066630886,0.00047381906,0.00046882767,0.0012397297,0.0006571573,0.0014177014,0.00023648844,0.0005190217,0.0000890023],"category_scores_gemma":[0.0005441589,0.00048808748,0.00003259818,0.0003700624,0.00015164026,0.0073788883,0.00012814137,0.00084817695,0.000034323188],"study_design_candidate":"theoretical_or_conceptual","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":[0.00014199561,0.000036111694,0.0029711872,0.0032982545,0.000020371237,0.000010903481,0.00032774583,0.24534085,0.000011645573,0.70478183,0.000007802916,0.043051276],"study_design_scores_gemma":[0.0010931757,0.0000057560283,0.0073022074,0.0033822737,0.00008518342,0.000005206552,0.000081970036,0.66957486,0.0000049971172,0.31514642,0.0024718891,0.00084608427],"about_ca_topic_score_codex":0.0011284911,"about_ca_topic_score_gemma":0.0022909401,"teacher_disagreement_score":0.98048025,"about_ca_system_score_codex":0.00018282045,"about_ca_system_score_gemma":0.00020628684,"threshold_uncertainty_score":0.99975705},"labels":[],"label_agreement":null},{"id":"W2766631436","doi":"10.5558/tfc2017-027","title":"New Business Model for New Times / Nouveaux temps, nouveau modèle d’entreprise","year":2017,"lang":"fr","type":"article","venue":"The Forestry Chronicle","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mod; Mathematics; Humanities; Combinatorics; Philosophy","score_opus":0.03556001018070205,"score_gpt":0.25228656397572774,"score_spread":0.2167265537950257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766631436","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.113372974,0.018402828,0.38804725,0.41423345,0.0118960915,0.0042687315,0.00013193492,0.00065575907,0.048990995],"genre_scores_gemma":[0.8404395,0.00030707062,0.0028668302,0.001287229,0.008558458,0.000049305745,0.00014013574,0.00014130483,0.14621016],"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99750394,0.000010865426,0.0005817711,0.00061803457,0.00035040706,0.00093495805],"domain_scores_gemma":[0.996734,0.000057552952,0.00086464256,0.0016360782,0.0006401089,0.00006759694],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000421304,0.0005160496,0.00042961453,0.000107126696,0.0021120184,0.002042347,0.0015720339,0.00034819197,0.0010721053],"category_scores_gemma":[0.00033405054,0.00043560803,0.0002008089,0.000435882,0.00031737963,0.00480808,0.0005777903,0.0003457486,0.00085897365],"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":[0.00033394562,0.0002133559,0.00287184,0.0009522143,0.00014560935,0.00000779272,0.00017676693,0.06769361,0.0002890823,0.390336,0.49645552,0.040524267],"study_design_scores_gemma":[0.0029628123,0.000021619888,0.0133345025,0.00044354334,0.0003078002,0.0000070606698,0.000091255955,0.6504299,0.00022021482,0.1015467,0.22997697,0.00065759436],"about_ca_topic_score_codex":0.0064035966,"about_ca_topic_score_gemma":0.0007303042,"teacher_disagreement_score":0.7270665,"about_ca_system_score_codex":0.00015200439,"about_ca_system_score_gemma":0.0011462788,"threshold_uncertainty_score":0.999919},"labels":[],"label_agreement":null},{"id":"W2766923612","doi":"10.5465/ambpp.2016.11319abstract","title":"Blending fealty and fiat: How industry associations further the shared interests of rival firms","year":2016,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"HEC Montréal","funders":"","keywords":"Association (psychology); Business; Representation (politics); Industrial organization; Process (computing); Marketing; Balance (ability); Ethnography; Political science; Politics; Sociology","score_opus":0.03817100604640555,"score_gpt":0.25624469959020046,"score_spread":0.2180736935437949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766923612","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93075556,0.000040714982,0.000073095296,0.05572982,0.000097355136,0.00038453724,0.0000071501927,0.00006437442,0.012847371],"genre_scores_gemma":[0.9979268,0.000044043947,0.00009958774,0.0007423627,0.00027195795,0.000022467324,0.0000037038508,0.000017270524,0.0008718352],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989505,0.000003179399,0.0003139231,0.00023269148,0.00027850072,0.00022125298],"domain_scores_gemma":[0.999159,0.00003406167,0.00060180284,0.000059074788,0.00013782905,0.000008235827],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055115396,0.00015238306,0.0001838419,0.00024117866,0.00013253445,0.00012696513,0.00032348587,0.0001834709,0.000097130105],"category_scores_gemma":[0.000101471844,0.00009648405,0.00004173031,0.0006217624,0.00011847863,0.0020405585,0.00029017488,0.00021938294,0.000008590573],"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":[0.00006778479,0.00010032851,0.34555385,0.0011280833,0.00027671308,5.7107553e-7,0.00025096437,0.0000020291052,0.004122771,0.56505704,0.038639873,0.04479998],"study_design_scores_gemma":[0.0008720035,0.0000121835565,0.96010923,0.00047503275,0.00013455741,7.0782426e-7,0.0010173914,0.0001338176,0.0009674344,0.012095806,0.023958264,0.00022356692],"about_ca_topic_score_codex":0.000017504773,"about_ca_topic_score_gemma":0.0000013775583,"teacher_disagreement_score":0.61455536,"about_ca_system_score_codex":0.000024450128,"about_ca_system_score_gemma":0.0000042117076,"threshold_uncertainty_score":0.39345053},"labels":[],"label_agreement":null},{"id":"W2766939646","doi":"10.1093/oxfordhb/9780198754428.013.19","title":"The Paradoxes of Time in Organizations","year":2017,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University; Memorial University of Newfoundland","funders":"","keywords":"Temporality; Frame (networking); Through-the-lens metering; Natural (archaeology); Organizational theory; Sociology; Epistemology; Positive economics; Lens (geology); Economics; Computer science; Management; History; Engineering; Philosophy","score_opus":0.015353646896919277,"score_gpt":0.18748038472489664,"score_spread":0.17212673782797736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2766939646","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000273401,0.00002215445,0.00004877781,0.000107340195,0.00014434998,0.00021165532,0.00001042648,0.000039067894,0.9991428],"genre_scores_gemma":[0.0033099575,0.000058285354,0.000013229196,0.00003628247,0.00021371672,5.519502e-7,0.0001074425,0.00002166308,0.9962389],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993513,0.000006373132,0.00016944244,0.00016988996,0.00014172916,0.00016127176],"domain_scores_gemma":[0.9986963,0.000036427067,0.0005101129,0.00037739624,0.0003750901,0.0000046696323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013677872,0.00015429777,0.0001988761,0.00018219042,0.00041668754,0.00014963408,0.0006053461,0.00018854164,0.000027023616],"category_scores_gemma":[0.000049276612,0.0001398157,0.00004284367,0.000054759897,0.00019281893,0.0004334632,0.0002550062,0.00019342072,0.000005067948],"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":[0.000042527234,0.000013455532,0.00014055436,0.00012374662,0.00003458367,0.000010962919,0.000016393904,0.00002649724,0.0000150778,0.9760699,0.021085823,0.0024204205],"study_design_scores_gemma":[0.00026205316,0.0000027119509,0.00042297653,0.00011367201,0.000055590597,3.1064152e-7,0.000016348105,0.00023594398,0.000010975654,0.0027729038,0.9959578,0.00014874386],"about_ca_topic_score_codex":0.0002121433,"about_ca_topic_score_gemma":0.00013932616,"teacher_disagreement_score":0.97487193,"about_ca_system_score_codex":0.00004705127,"about_ca_system_score_gemma":0.00014492567,"threshold_uncertainty_score":0.5701519},"labels":[],"label_agreement":null},{"id":"W2767984858","doi":"10.4000/books.pum.4359","title":"Systèmes d’innovation","year":2015,"lang":"fr","type":"book-chapter","venue":"Presses de l’Université de Montréal eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; Organisation de Coopération et de Développement Économiques; University of Toronto; Johns Hopkins University; Princeton University; University of Oxford; Harvard University; University of Cambridge; Wayne State University; State University of New York; Stanford Bio-X; Styrelsen för Internationellt Utvecklingssamarbete","keywords":"Business","score_opus":0.02211164083068228,"score_gpt":0.1859681518704321,"score_spread":0.16385651103974982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2767984858","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0055449065,0.005434852,0.0015622801,0.0020159374,0.0006873248,0.00051943096,0.00003963648,0.00028557092,0.9839101],"genre_scores_gemma":[0.3553593,0.0003465616,0.0005680016,0.0013416166,0.001929431,0.000018894722,0.00070041965,0.00020256925,0.6395332],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762446,0.000025088735,0.00060213835,0.00058622693,0.00049788825,0.0006641962],"domain_scores_gemma":[0.99663734,0.000058301037,0.0009448942,0.00047266166,0.0018363512,0.000050442653],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005177846,0.00066777895,0.0005523754,0.0007705551,0.0006769865,0.00037400384,0.0005415558,0.00081840006,0.005984408],"category_scores_gemma":[0.0001092676,0.0007809375,0.00015752389,0.00024720037,0.0002479986,0.0010657682,0.00064905966,0.0005750185,0.00095004373],"study_design_candidate":"theoretical_or_conceptual","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":[0.00036863566,0.000041310253,0.0018913613,0.0010829025,0.0002546674,0.00030974063,0.00018176278,0.00053441164,0.0010216659,0.91108716,0.058599446,0.024626942],"study_design_scores_gemma":[0.0011105177,0.000032861946,0.0058595906,0.0007350935,0.00063639507,0.000059204027,0.0001724416,0.0024728794,0.00019079611,0.08675371,0.90109015,0.0008863581],"about_ca_topic_score_codex":0.003679925,"about_ca_topic_score_gemma":0.00094446883,"teacher_disagreement_score":0.84249073,"about_ca_system_score_codex":0.0010519715,"about_ca_system_score_gemma":0.00016995595,"threshold_uncertainty_score":0.99982786},"labels":[],"label_agreement":null},{"id":"W2769840675","doi":"10.1080/12507970.2017.1387506","title":"Manager son attractivité pour devenir client privilégié d’un fournisseur. Une étude de cas","year":2017,"lang":"fr","type":"article","venue":"Logistique & Management","topic":"Business Strategy and Innovation","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":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.03951909095113094,"score_gpt":0.2818211279537284,"score_spread":0.24230203700259745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2769840675","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2497453,0.0029124985,0.092474915,0.18378441,0.007219791,0.0028559903,0.00002537443,0.00062416884,0.46035758],"genre_scores_gemma":[0.96895164,0.0009139344,0.004823252,0.003343456,0.0020463187,0.00016631653,0.00009125154,0.00013537741,0.019528436],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99596584,0.00007822236,0.0008947265,0.0010869589,0.00060860656,0.0013656203],"domain_scores_gemma":[0.9962722,0.000058765738,0.0015153246,0.0016300948,0.0004515478,0.000072090006],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015859917,0.0008024518,0.0006182668,0.00042846304,0.0018501655,0.002561267,0.0014336186,0.00044451494,0.00089395134],"category_scores_gemma":[0.00023042611,0.0008765729,0.00025608166,0.0006137457,0.00041458098,0.003396824,0.0012481925,0.0007340405,0.0015772147],"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":[0.00019434904,0.0012647843,0.05002304,0.0033571732,0.00060948776,0.0022425565,0.00010790693,0.0017417226,0.0001955505,0.661402,0.022419276,0.25644216],"study_design_scores_gemma":[0.0013313771,0.000026842026,0.70225203,0.0006730598,0.00055692886,0.000026267082,0.00028383138,0.003843005,0.00019442035,0.033242393,0.25665355,0.0009162969],"about_ca_topic_score_codex":0.00502803,"about_ca_topic_score_gemma":0.0017393262,"teacher_disagreement_score":0.7192064,"about_ca_system_score_codex":0.00038413092,"about_ca_system_score_gemma":0.00007043814,"threshold_uncertainty_score":0.9994493},"labels":[],"label_agreement":null},{"id":"W2772110368","doi":"","title":"Analysis o the Mathematical Modeling and Simulation of Advanced Marketing in Commerce","year":2017,"lang":"en","type":"article","venue":"The Journal of Internet Banking and Commerce","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Marketing strategy; Computer science; Marketing; Globe; Strategic marketing; Marketing management; Strategic planning; Digital marketing; Plan (archaeology); Marketing research; Projection (relational algebra); Return on marketing investment; Competitive advantage; Management science; Business; Economics","score_opus":0.031762911023932264,"score_gpt":0.27854141633367796,"score_spread":0.2467785053097457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772110368","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98456544,0.00015241838,0.010929363,0.0019036002,0.000034629837,0.000047195506,1.4601574e-7,0.0000029391438,0.0023642816],"genre_scores_gemma":[0.99955374,0.000033016502,0.00006787269,0.00022448259,0.000080201324,4.2100152e-7,6.063658e-7,0.000005428012,0.000034203582],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99930245,0.00004151552,0.0003910873,0.000055058896,0.00012688315,0.00008303735],"domain_scores_gemma":[0.9987523,0.00024340286,0.00066143356,0.00016622538,0.00017297575,0.0000036444892],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002145711,0.000077926044,0.00020100315,0.00014159325,0.00018415575,0.00018091686,0.00027053995,0.00002994556,0.000036176978],"category_scores_gemma":[0.00027413756,0.000044381148,0.00003883271,0.00016446294,0.000081654216,0.00059913856,0.00012777021,0.00019392856,7.364318e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016794866,0.00015375909,0.13944541,0.0005330612,0.0005978529,0.000005321796,0.0021582027,0.6756286,0.00048097185,0.019216087,0.000087696106,0.16001357],"study_design_scores_gemma":[0.00028962173,0.000008683045,0.087611675,0.00029222784,0.00021093513,0.000004765551,0.0006358827,0.90819424,0.0000057579186,0.0025933613,0.00009764968,0.000055204062],"about_ca_topic_score_codex":0.00015123501,"about_ca_topic_score_gemma":0.000046024947,"teacher_disagreement_score":0.23256566,"about_ca_system_score_codex":0.0000055881173,"about_ca_system_score_gemma":0.000003880547,"threshold_uncertainty_score":0.18098107},"labels":[],"label_agreement":null},{"id":"W2772977738","doi":"10.1002/smj.2746","title":"Attacking your partners: Strategic alliances and competition between partners in product markets","year":2017,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":143,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Manitoba","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Embeddedness; Alliance; Competition (biology); Portfolio; Business; Product (mathematics); Industrial organization; Exploratory research; Marketing","score_opus":0.13081519192945545,"score_gpt":0.339062733668522,"score_spread":0.20824754173906657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2772977738","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.658813,0.0001526371,0.000046766716,0.003001864,0.0005922564,0.00027037342,9.827369e-7,0.000041836192,0.3370803],"genre_scores_gemma":[0.9964987,0.00024103996,0.00021856133,0.00027452077,0.002405473,0.000012645289,0.000027451224,0.00002483787,0.00029678407],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99800354,0.00003233208,0.0006425442,0.00040604666,0.0004237775,0.0004917597],"domain_scores_gemma":[0.99839574,0.000015171905,0.0009954169,0.00034738626,0.00021464605,0.000031624375],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0014646226,0.00031376866,0.0003346606,0.00044029593,0.00077106466,0.003567125,0.0005356251,0.00008175843,0.00016444996],"category_scores_gemma":[0.000021609254,0.00028153867,0.00006320308,0.00032417875,0.00014984625,0.003149567,0.00015569213,0.0004113872,0.0000545266],"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":[0.00012833775,0.00011271092,0.111934185,0.00053850946,0.00013443873,0.00041404358,0.000025879284,0.000114067785,0.00004671623,0.88167715,0.0002689902,0.0046049496],"study_design_scores_gemma":[0.0028385194,0.000042155378,0.44456407,0.0007450093,0.00020039489,0.000032392945,0.0032568767,0.0012866784,0.0000142320305,0.5379702,0.008272955,0.0007765335],"about_ca_topic_score_codex":0.00006437453,"about_ca_topic_score_gemma":0.00008718506,"teacher_disagreement_score":0.343707,"about_ca_system_score_codex":0.000051890318,"about_ca_system_score_gemma":0.00003666175,"threshold_uncertainty_score":0.9999637},"labels":[],"label_agreement":null},{"id":"W2773628830","doi":"10.3917/riges.424.0109","title":"De MacGyver à Mad Men ‒ Quand les séries tv nous enseignent le management, de Benoît Aubert et Benoît Meyronin (dir.)","year":2017,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Philosophy","score_opus":0.029030233331099373,"score_gpt":0.24682390845907312,"score_spread":0.21779367512797376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2773628830","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4445985,0.0104683135,0.03285836,0.21744676,0.0034080865,0.0016192815,0.00004362388,0.0004892683,0.2890678],"genre_scores_gemma":[0.96605235,0.00081999926,0.0015052607,0.0010264522,0.00087706634,0.00006083702,0.00021270152,0.00006780611,0.0293775],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99800223,0.000040869254,0.00044782608,0.0004885115,0.0003146526,0.00070593716],"domain_scores_gemma":[0.99842864,0.000026056548,0.00059711654,0.00058306777,0.0003315599,0.00003358421],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010836967,0.00038864126,0.0003018992,0.00025334817,0.0015865564,0.0017948614,0.0004525469,0.00036298978,0.0006547647],"category_scores_gemma":[0.00012697092,0.00043507083,0.00009775319,0.00024797296,0.00024687633,0.0032193942,0.0003028494,0.00035882366,0.00029452684],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020071465,0.00040078268,0.037019182,0.0016351937,0.00018070567,0.0001059563,0.00032557023,0.0015644656,0.00095647445,0.7833226,0.07215817,0.1021302],"study_design_scores_gemma":[0.0015782946,0.000040391624,0.5783684,0.0008461501,0.00037696803,0.000022552076,0.00064588664,0.008487405,0.00036806267,0.023169216,0.38539153,0.00070511084],"about_ca_topic_score_codex":0.016921267,"about_ca_topic_score_gemma":0.0011571192,"teacher_disagreement_score":0.76015335,"about_ca_system_score_codex":0.00019691496,"about_ca_system_score_gemma":0.00011494621,"threshold_uncertainty_score":0.9998101},"labels":[],"label_agreement":null},{"id":"W2774517325","doi":"10.1007/978-1-4842-3048-0_10","title":"Privileged Access Management","year":2017,"lang":"en","type":"book-chapter","venue":"Apress eBooks","topic":"Business Strategy and Innovation","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":"Northern Ontario Academic Medicine Association","funders":"","keywords":"Accidental; Business; Computer security; Internet privacy; Computer science","score_opus":0.05765152396283956,"score_gpt":0.2566326190364719,"score_spread":0.19898109507363232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2774517325","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000057156165,0.000064615575,0.00019269489,0.0002185244,0.0012834681,0.0006226248,0.0000070162823,0.00025824024,0.9972957],"genre_scores_gemma":[0.04582298,0.000024834215,0.0000653861,0.0015267093,0.002837058,0.000073169555,0.00019230745,0.00014411338,0.94931346],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998263,0.0000021494286,0.0004196479,0.0005728995,0.00040909575,0.00033322631],"domain_scores_gemma":[0.9978103,0.000010750808,0.00085165875,0.001033741,0.00028129775,0.000012221219],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00018919342,0.00049891905,0.00040817005,0.0004173727,0.00049849146,0.0015230667,0.0012455287,0.0003646066,0.0007062191],"category_scores_gemma":[0.000010705612,0.000488724,0.0001404998,0.00001518769,0.00015897636,0.0011529421,0.00090074755,0.00037784284,0.0008471399],"study_design_candidate":"theoretical_or_conceptual","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":[0.000030002197,0.000010218864,0.000025362533,0.00063250866,0.000123424,0.00005728055,0.0000037903885,0.0000029581286,0.000012005298,0.94392407,0.01482015,0.04035823],"study_design_scores_gemma":[0.0003549144,0.0000027154517,0.00052541436,0.00044280323,0.00018350697,0.0000014808995,0.0000018003338,0.000033979122,0.000025337404,0.122006744,0.8758888,0.0005324925],"about_ca_topic_score_codex":0.00010222059,"about_ca_topic_score_gemma":0.00005412012,"teacher_disagreement_score":0.86106867,"about_ca_system_score_codex":0.000029265959,"about_ca_system_score_gemma":0.000022025224,"threshold_uncertainty_score":0.9999308},"labels":[],"label_agreement":null},{"id":"W2775115777","doi":"10.7202/1049961ar","title":"Les politiques publiques face à la diversité des PME : les apports d’une approche taxonomique en Rhône-Alpes1","year":2018,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.033571469953111645,"score_gpt":0.2564672416150319,"score_spread":0.2228957716619203,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775115777","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7378379,0.00081935065,0.033407934,0.15161747,0.0007012998,0.00051505415,0.000059008977,0.00035164042,0.074690305],"genre_scores_gemma":[0.91349536,0.00619159,0.010358759,0.0017755181,0.0030550852,0.00012304352,0.00047478182,0.00009202935,0.06443386],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975493,0.0003431427,0.00071636005,0.0007338059,0.00017176465,0.00048560507],"domain_scores_gemma":[0.99530536,0.0020585512,0.0007708053,0.0003340788,0.0014602095,0.000071016075],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017471452,0.0004825034,0.0003877592,0.00057284575,0.00031927187,0.0013322949,0.00048560204,0.00060296844,0.0016628383],"category_scores_gemma":[0.0036841633,0.000577161,0.00019571999,0.00041856698,0.0006510504,0.0041262144,0.00042172594,0.00069315464,0.0003974635],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016618194,0.0005253056,0.17300098,0.0008451818,0.00025239564,0.00006966019,0.0010911638,0.0018646144,0.00024891683,0.6096873,0.014227103,0.19802119],"study_design_scores_gemma":[0.0008045772,0.000038466624,0.29206446,0.0014145355,0.00010891628,0.000121663936,0.000753601,0.008375091,0.00043328985,0.038466666,0.6567279,0.0006908381],"about_ca_topic_score_codex":0.009105998,"about_ca_topic_score_gemma":0.0008911656,"teacher_disagreement_score":0.6425008,"about_ca_system_score_codex":0.0005892064,"about_ca_system_score_gemma":0.00023316006,"threshold_uncertainty_score":0.9997044},"labels":[],"label_agreement":null},{"id":"W2775229905","doi":"10.3917/riges.424.0100","title":"Gérez mieux vos réunions d’équipe : les enjeux de la multicommunication","year":2017,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Art","score_opus":0.04734271626136111,"score_gpt":0.29360254994329715,"score_spread":0.24625983368193605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775229905","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32397375,0.007852151,0.016771901,0.589159,0.0036963986,0.00074512995,0.00001832019,0.00038275725,0.05740057],"genre_scores_gemma":[0.991952,0.0008805054,0.0021191614,0.00037056956,0.0011634361,0.00003134351,0.00016937588,0.00003365537,0.0032799637],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988381,0.00009686008,0.0003174871,0.00025111652,0.0001689784,0.00032745133],"domain_scores_gemma":[0.9978339,0.00011196217,0.00054795836,0.0008440505,0.0006445657,0.000017579474],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010377533,0.00021772512,0.00016949335,0.00017359534,0.0018006304,0.0013893665,0.00053896836,0.00045348782,0.00046863125],"category_scores_gemma":[0.0015962502,0.0002479584,0.000067134526,0.00022100622,0.000412392,0.0032051913,0.00023601184,0.00046692693,0.00045971374],"study_design_candidate":"theoretical_or_conceptual","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":[0.000051140374,0.00038543655,0.058964208,0.0007125549,0.000044915996,0.000009644068,0.00013919584,0.00062794687,0.0038752665,0.7062584,0.014941344,0.21398996],"study_design_scores_gemma":[0.0006379862,0.00000950817,0.6291211,0.00079850084,0.00012975832,0.0000084131325,0.00015463048,0.021595009,0.00013124879,0.016321013,0.33078754,0.00030527744],"about_ca_topic_score_codex":0.0043181786,"about_ca_topic_score_gemma":0.00024642222,"teacher_disagreement_score":0.68993735,"about_ca_system_score_codex":0.00009424548,"about_ca_system_score_gemma":0.00007355825,"threshold_uncertainty_score":0.99999726},"labels":[],"label_agreement":null},{"id":"W2775439795","doi":"10.3917/proj.016.0031","title":"L’ambidextrie pour comprendre l’action de l’entrepreneur","year":2017,"lang":"fr","type":"article","venue":"Projectics / Proyéctica / Projectique","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Philosophy; Political science","score_opus":0.08757386008977096,"score_gpt":0.3202123162671203,"score_spread":0.23263845617734935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775439795","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.16651088,0.005465182,0.032564595,0.23764172,0.025937598,0.009625387,0.00010130369,0.002104688,0.5200486],"genre_scores_gemma":[0.94569916,0.00077485276,0.003471888,0.0015688976,0.0063218856,0.0003830145,0.00007469997,0.00022274237,0.041482866],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953686,0.00016405941,0.0010431994,0.0012867397,0.0006216058,0.0015157679],"domain_scores_gemma":[0.9941857,0.00014411566,0.0018625418,0.0016712849,0.0020590967,0.00007730232],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0018376088,0.0008656378,0.00071366073,0.00066907005,0.0026588351,0.004583381,0.0011400174,0.00093423156,0.0008221335],"category_scores_gemma":[0.0032070528,0.00095341896,0.00028217185,0.00093788013,0.0005878565,0.009419783,0.0007156463,0.0016097309,0.0009694094],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009884234,0.0032543305,0.25465068,0.010712955,0.0007305665,0.0004004302,0.0006746839,0.0002076914,0.003941496,0.5366297,0.04592566,0.14188339],"study_design_scores_gemma":[0.004069323,0.000234771,0.09417631,0.0016703348,0.0010202372,0.00052305416,0.0010878745,0.038806237,0.008492117,0.07343342,0.77380294,0.0026833608],"about_ca_topic_score_codex":0.007001919,"about_ca_topic_score_gemma":0.0010806423,"teacher_disagreement_score":0.7791883,"about_ca_system_score_codex":0.0005077042,"about_ca_system_score_gemma":0.0011553833,"threshold_uncertainty_score":0.99980843},"labels":[],"label_agreement":null},{"id":"W2775708564","doi":"10.7202/1040455ar","title":"L’analyse des réseaux dans les activités d’innovation des PME : le rôle oublié de l’homophilie1","year":2017,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Hydro-Québec; Institut National de la Recherche Scientifique","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.041559261387335455,"score_gpt":0.2763108109768159,"score_spread":0.23475154958948047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775708564","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8218295,0.00040759443,0.027460968,0.12872474,0.00063848123,0.0002767208,0.000043974545,0.00014025733,0.020477783],"genre_scores_gemma":[0.9518728,0.0039795544,0.0088350605,0.0006058939,0.0016569734,0.00009438387,0.0003857738,0.00008938154,0.03248013],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99760586,0.00017857178,0.0007878133,0.0006834931,0.0002087986,0.00053544756],"domain_scores_gemma":[0.9955929,0.001086554,0.0012989634,0.0006978615,0.0012692953,0.00005443565],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0020742307,0.0004458299,0.00038065587,0.00071593205,0.00096769363,0.0025429977,0.0007410839,0.00043500983,0.0008081306],"category_scores_gemma":[0.0074976212,0.00055475405,0.00019833149,0.0004881579,0.00068606855,0.0065715467,0.0003722355,0.00069369964,0.00034280022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012935518,0.0005775503,0.44303098,0.0006100564,0.00020964771,0.000056612014,0.00029214844,0.015773987,0.0038839153,0.39944726,0.0020121103,0.13397638],"study_design_scores_gemma":[0.0015924575,0.000022713646,0.72430325,0.0015208571,0.00018865457,0.000109551576,0.00040264713,0.04141049,0.0015877578,0.14625297,0.08190878,0.00069984654],"about_ca_topic_score_codex":0.006836478,"about_ca_topic_score_gemma":0.0024876585,"teacher_disagreement_score":0.2812723,"about_ca_system_score_codex":0.00090694433,"about_ca_system_score_gemma":0.00049336074,"threshold_uncertainty_score":0.9997771},"labels":[],"label_agreement":null},{"id":"W2775712903","doi":"10.7202/1040454ar","title":"La Revue internationale PME fête ses trente ans !","year":2017,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.025376910941403576,"score_gpt":0.25812095342426383,"score_spread":0.23274404248286026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2775712903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5771797,0.001017774,0.00462418,0.33755812,0.0033723821,0.00044324904,0.00013784683,0.00020772549,0.07545904],"genre_scores_gemma":[0.6631169,0.014243726,0.0044293376,0.0026490574,0.0045992075,0.00014914652,0.00081418385,0.00013758297,0.30986086],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973334,0.00020690236,0.00089274877,0.0008458997,0.00025726415,0.00046380263],"domain_scores_gemma":[0.99429333,0.0023928715,0.0015353868,0.0008349988,0.00087431126,0.00006907401],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016773327,0.0005135023,0.0004541084,0.0005869747,0.00041153413,0.0028855354,0.0010247957,0.0004942085,0.0022702399],"category_scores_gemma":[0.0068140244,0.00064481015,0.00029374784,0.0002055946,0.0003890559,0.005503153,0.00054544676,0.0009319209,0.0013436886],"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":[0.00019196274,0.00077988504,0.2624799,0.0009011571,0.00034391592,0.00023901407,0.0002827465,0.010666917,0.0003265973,0.5540923,0.018970363,0.15072526],"study_design_scores_gemma":[0.0015229625,0.000016946758,0.3384214,0.0024164366,0.00013608503,0.00017391493,0.000077424185,0.030618038,0.000082233,0.01880043,0.60712814,0.0006060002],"about_ca_topic_score_codex":0.0017649346,"about_ca_topic_score_gemma":0.0009223611,"teacher_disagreement_score":0.5881578,"about_ca_system_score_codex":0.0004974087,"about_ca_system_score_gemma":0.00020499586,"threshold_uncertainty_score":0.9996003},"labels":[],"label_agreement":null},{"id":"W2783403693","doi":"10.1504/ijesb.2018.095900","title":"Profitable growth through international high-technology product and market development","year":2018,"lang":"en","type":"article","venue":"International Journal of Entrepreneurship and Small Business","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"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 Laval","funders":"","keywords":"New product development; Entrepreneurship; Business; Context (archaeology); Industrial organization; Product (mathematics); Marketing; Customer needs; Exploratory research; Face (sociological concept); Emerging markets; Commerce; Finance","score_opus":0.020176851615214243,"score_gpt":0.22867874751424758,"score_spread":0.20850189589903334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783403693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699069,0.00019063667,0.0023869802,0.016721308,0.0037466304,0.00012540127,0.0000017962908,0.000045697907,0.0068746423],"genre_scores_gemma":[0.99368423,0.00013218913,0.0027393328,0.0008480968,0.002273054,0.0000057422426,0.000018327375,0.00001790105,0.00028113442],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987081,0.000010352741,0.00051034725,0.00027354612,0.0003094974,0.00018813439],"domain_scores_gemma":[0.99551874,0.000028400544,0.00054056087,0.00009923347,0.0037993996,0.000013690336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037079252,0.00018655027,0.00020491458,0.00057377975,0.0001230252,0.00039008545,0.0004342519,0.000082360595,0.00024742572],"category_scores_gemma":[0.00040279978,0.00016010048,0.000024755356,0.0005143948,0.00018899287,0.0016780297,0.00024871764,0.00015774317,0.000019862051],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012149545,0.00045653735,0.7137534,0.00020071359,0.0005286248,0.00013525967,0.0002541165,0.000015932203,0.004278879,0.18621285,0.0040599597,0.08888876],"study_design_scores_gemma":[0.0027922736,0.00004042814,0.79215705,0.00047157865,0.000093789284,0.0005188617,0.00020018104,0.00021020153,0.00697694,0.03860126,0.15735407,0.00058339123],"about_ca_topic_score_codex":0.000098111545,"about_ca_topic_score_gemma":0.000034681972,"teacher_disagreement_score":0.1532941,"about_ca_system_score_codex":0.00003745909,"about_ca_system_score_gemma":0.0000755036,"threshold_uncertainty_score":0.6528708},"labels":[],"label_agreement":null},{"id":"W2783569462","doi":"10.1007/s12599-017-0514-0","title":"Modeling Simultaneous Cooperation and Competition Among Enterprises","year":2018,"lang":"en","type":"article","venue":"Business & Information Systems Engineering","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coopetition; Competition (biology); Knowledge management; Exploratory research; Information system; Management science; Representation (politics); Business; Decision support system; Process management; Computer science; Game theory; Engineering; Economics; Microeconomics; Artificial intelligence; Political science","score_opus":0.008265686689111934,"score_gpt":0.1787889760619516,"score_spread":0.17052328937283967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2783569462","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6040227,0.000031004125,0.39216003,0.00006718115,0.0010806855,0.00028939717,0.0000025189984,0.00033785694,0.0020086416],"genre_scores_gemma":[0.9982271,0.000007463508,0.00016238196,0.0001675859,0.0011867178,0.000033856988,0.00018474161,0.00001864032,0.000011472961],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99895036,0.0000035650473,0.00050708,0.00013312817,0.0002044179,0.000201449],"domain_scores_gemma":[0.9983275,0.00001645379,0.00017013763,0.00013743434,0.0013367785,0.000011722804],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022745952,0.00019428066,0.00017531021,0.00043694495,0.00023865316,0.00094487565,0.00009151545,0.00010227674,0.00001935185],"category_scores_gemma":[0.00017009504,0.00019337746,0.000017170807,0.0008220899,0.00003574852,0.0077458904,0.000052877636,0.00008463445,0.0001366177],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000027902755,0.000013297482,0.0016918012,0.0008102988,0.000017525304,0.0000014277019,0.000116314855,0.9259862,0.0005264971,0.068980806,0.000060024453,0.0017679523],"study_design_scores_gemma":[0.00030707958,0.0000043621676,0.003796349,0.00023790899,0.000014341301,0.000006698676,0.00015339596,0.9861396,0.000023263934,0.000011125068,0.0090717515,0.00023414788],"about_ca_topic_score_codex":0.00051337434,"about_ca_topic_score_gemma":0.000023443461,"teacher_disagreement_score":0.39420447,"about_ca_system_score_codex":0.000034136126,"about_ca_system_score_gemma":0.000015243018,"threshold_uncertainty_score":0.91114575},"labels":[],"label_agreement":null},{"id":"W2784447520","doi":"10.4000/books.pum.6106","title":"Chapitre 14. La mise en réseau de réseaux à travers un partenariat international","year":2012,"lang":"fr","type":"book-chapter","venue":"Presses de l’Université de Montréal eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science","score_opus":0.01131240552730921,"score_gpt":0.18078684704077602,"score_spread":0.1694744415134668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2784447520","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012404717,0.0028966384,0.0016427049,0.0054460177,0.0009878643,0.00047102003,0.0000803476,0.0002255204,0.97584516],"genre_scores_gemma":[0.70313257,0.0023220142,0.001038515,0.0016200378,0.002856712,0.000028510833,0.0005539011,0.00021937363,0.28822833],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975193,0.000066199245,0.0004654328,0.00058310624,0.00047053263,0.00089543103],"domain_scores_gemma":[0.9981781,0.00016873627,0.0006180636,0.00040754807,0.00050722086,0.000120328186],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005238724,0.0007056453,0.0004881742,0.00046750557,0.0006156414,0.00037700808,0.00083969324,0.00094669434,0.014974941],"category_scores_gemma":[0.00007089323,0.0008194596,0.00031043752,0.000087861205,0.00028089745,0.0011271795,0.0006704509,0.0007799499,0.00053992035],"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":[0.0010241594,0.00016308053,0.008209829,0.0006987318,0.0009483217,0.0007806136,0.0017532149,0.0007479745,0.0017416674,0.9035744,0.010071854,0.07028618],"study_design_scores_gemma":[0.001985464,0.000032376123,0.025924817,0.00048947876,0.0011221389,0.000147771,0.00045203717,0.005830789,0.00034344476,0.022118177,0.9405155,0.0010379591],"about_ca_topic_score_codex":0.004988257,"about_ca_topic_score_gemma":0.00071793486,"teacher_disagreement_score":0.9304437,"about_ca_system_score_codex":0.0008836973,"about_ca_system_score_gemma":0.00015564969,"threshold_uncertainty_score":0.99942565},"labels":[],"label_agreement":null},{"id":"W2787681990","doi":"10.1108/jbim-09-2016-0225","title":"Scale development for the inter-firm market orientation concept","year":2018,"lang":"en","type":"article","venue":"Journal of Business and Industrial Marketing","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":"Toronto Metropolitan University","funders":"","keywords":"Conceptualization; Operationalization; Market orientation; Market intelligence; Scale (ratio); CLARITY; Construct (python library); Business; Originality; Marketing; Order (exchange); Formative assessment; Qualitative research; Computer science; Psychology","score_opus":0.042007660214861055,"score_gpt":0.24888007517561012,"score_spread":0.20687241496074907,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787681990","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94964194,0.00022403877,0.026954835,0.008745906,0.0072961235,0.00066227233,0.0000028365794,0.000036794394,0.006435275],"genre_scores_gemma":[0.9907413,0.000014460915,0.0008582407,0.0005421732,0.00765682,0.000008777625,0.000006687989,0.000018005816,0.0001534977],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987934,0.000023078675,0.00063718075,0.00013910054,0.00021096706,0.00019626811],"domain_scores_gemma":[0.9974181,0.00024334058,0.0008828907,0.00008391052,0.0013603389,0.00001139335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022430203,0.00014589961,0.00021436128,0.0001931847,0.00051045755,0.0004075392,0.00017545374,0.00010896123,0.00020371917],"category_scores_gemma":[0.0011663715,0.00008802325,0.00004392115,0.0007135216,0.00013638998,0.0013047085,0.00007686635,0.00017545714,0.0000022308532],"study_design_candidate":"design_other","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":[0.003100082,0.000093151655,0.027510935,0.00016579879,0.00011092042,0.000003068323,0.00017682803,0.000022868058,0.00097584963,0.0007282223,0.0457713,0.921341],"study_design_scores_gemma":[0.0041730707,0.00006168595,0.3017629,0.0007977885,0.00018037664,0.000032670152,0.0016342059,0.0029844856,0.000760814,0.00028493273,0.68693936,0.0003877067],"about_ca_topic_score_codex":0.00003941678,"about_ca_topic_score_gemma":0.000014054831,"teacher_disagreement_score":0.9209533,"about_ca_system_score_codex":0.00002303148,"about_ca_system_score_gemma":0.000101291,"threshold_uncertainty_score":0.39299098},"labels":[],"label_agreement":null},{"id":"W2787895875","doi":"10.7202/1043000ar","title":"Comment concilier auto-organisation et contrôle au sein des communautés de pratique pilotées ? : une scoping review","year":2018,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.0568460039311828,"score_gpt":0.3240185609739067,"score_spread":0.2671725570427239,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2787895875","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005942448,0.011225463,0.15204786,0.47378156,0.006045015,0.002962986,0.000035389843,0.00034900213,0.34761027],"genre_scores_gemma":[0.72336584,0.012747259,0.012284206,0.22997981,0.0038661393,0.00046382492,0.0017705403,0.00015812702,0.01536426],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976796,0.00009519277,0.0008469842,0.00041627995,0.00047528473,0.00048668316],"domain_scores_gemma":[0.9980917,0.000071934286,0.0005977293,0.0003570665,0.0008549388,0.000026655372],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0020310471,0.0003574197,0.000339636,0.00027700627,0.00052774436,0.00065301056,0.00056458305,0.00012634929,0.0038265826],"category_scores_gemma":[0.00017787586,0.00040227192,0.00009240806,0.0006776842,0.00038968847,0.0025136604,0.00048363235,0.00026028423,0.0010173008],"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":[0.00005956403,0.0004469475,0.010837485,0.012079175,0.00036790068,0.000019398627,0.0003606455,0.000067512556,0.000082612925,0.8771683,0.0806251,0.01788536],"study_design_scores_gemma":[0.0023841667,0.00010045087,0.039553124,0.07860522,0.000402069,0.000014292817,0.0009390441,0.013846521,0.0002436266,0.031860907,0.8311152,0.0009353628],"about_ca_topic_score_codex":0.0019528785,"about_ca_topic_score_gemma":0.0011643621,"teacher_disagreement_score":0.8453074,"about_ca_system_score_codex":0.000661088,"about_ca_system_score_gemma":0.00014652182,"threshold_uncertainty_score":0.99984294},"labels":[],"label_agreement":null},{"id":"W2788314616","doi":"","title":"Western Lithium and Lithium Americas merge","year":2015,"lang":"en","type":"article","venue":"Industrial Minerals","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Merge (version control); Revenue; Database transaction; Liberian dollar; Lithium (medication); Economy; Economic history; Business; History; Economics; Finance; Computer science; Psychology","score_opus":0.13408282922672332,"score_gpt":0.28278288784852385,"score_spread":0.14870005862180052,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788314616","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89213425,0.00018444732,0.000075782904,0.008108869,0.0024153201,0.0002802482,0.0000041719577,0.00016879699,0.09662811],"genre_scores_gemma":[0.9790014,0.00000399764,0.0000658512,0.0021981467,0.009488725,0.00001905458,0.0000572975,0.000027073678,0.009138435],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989429,0.000015322536,0.00032086894,0.00021796837,0.00021321663,0.00028973562],"domain_scores_gemma":[0.99932986,0.000021292954,0.0002149543,0.00016242015,0.0002410213,0.000030456173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00047006275,0.00018223307,0.00022950546,0.00017762984,0.00008064203,0.00029075405,0.00012126236,0.00018565578,0.00009971643],"category_scores_gemma":[0.00025385234,0.00015956305,0.000028535602,0.0007162176,0.00007446946,0.0016284565,0.00010526938,0.00020700767,0.0002451861],"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":[0.0003268839,0.00022384615,0.28097966,0.00007171533,0.00006996959,0.000022376194,0.00014700874,0.000054258555,0.0074963095,0.033533208,0.65296316,0.024111569],"study_design_scores_gemma":[0.0012960371,0.000020383606,0.007924323,0.000034656798,0.00004577179,0.0000055567452,0.00014828256,0.000119838645,0.00013374128,0.0006053522,0.9893759,0.00029017119],"about_ca_topic_score_codex":0.0010434047,"about_ca_topic_score_gemma":0.000024380277,"teacher_disagreement_score":0.3364127,"about_ca_system_score_codex":0.000017965594,"about_ca_system_score_gemma":0.00003746503,"threshold_uncertainty_score":0.65067923},"labels":[],"label_agreement":null},{"id":"W2788623575","doi":"10.7202/1043006ar","title":"Les stratégies de coopétition comme source de tensions : le cas EADS-Thales dans l’industrie des satellites de télécommunications","year":2018,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.08604423213320683,"score_gpt":0.2951680806698766,"score_spread":0.20912384853666977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788623575","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44299075,0.0014359594,0.16405287,0.059678543,0.0012413589,0.00054410484,0.00006988394,0.00037505745,0.32961145],"genre_scores_gemma":[0.9738606,0.00065038435,0.008081641,0.0018413754,0.0012831974,0.00006647396,0.00060994737,0.000051830604,0.013554544],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981989,0.00007123349,0.0005003101,0.0003442963,0.0003026966,0.0005825361],"domain_scores_gemma":[0.9982774,0.00010648861,0.0003310799,0.00041502554,0.0008332175,0.000036743317],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007858809,0.00030764527,0.00018571646,0.00044438787,0.0012470682,0.0009148736,0.00079686963,0.00022534815,0.000977449],"category_scores_gemma":[0.00016933362,0.00036347154,0.00010006315,0.00074467517,0.0008102471,0.0017400087,0.00045422377,0.00035008162,0.00025622972],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000049317525,0.0006258159,0.18505527,0.00030548061,0.00035378727,0.000027784308,0.0006514104,0.001526996,0.0007592794,0.7490842,0.019113503,0.04244715],"study_design_scores_gemma":[0.00083496777,0.000033663284,0.49085158,0.0008061731,0.00027089647,0.000041509185,0.0073457593,0.02606429,0.00078801624,0.03643252,0.4359877,0.0005429006],"about_ca_topic_score_codex":0.009989189,"about_ca_topic_score_gemma":0.002418814,"teacher_disagreement_score":0.71265167,"about_ca_system_score_codex":0.0005192178,"about_ca_system_score_gemma":0.00010148344,"threshold_uncertainty_score":0.9999358},"labels":[],"label_agreement":null},{"id":"W2788671640","doi":"","title":"Global Market Investigation for a New Product in Video Post-Production : Case Company: Loupedeck Ltd","year":2017,"lang":"en","type":"dissertation","venue":"Theseus (Ammattikorkeakoulujen)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Business; Production (economics); Product (mathematics); Manufacturing engineering; Industrial organization; Commerce; Operations management; Engineering; Economics; Mathematics; Microeconomics","score_opus":0.034698023204618636,"score_gpt":0.276457767249436,"score_spread":0.24175974404481737,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2788671640","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7074992,0.00040286398,0.000091633105,0.005488411,0.0054791747,0.0029410408,0.00005562301,0.00039329525,0.27764875],"genre_scores_gemma":[0.7144175,0.000025361971,0.00040920902,0.0005184717,0.0053463224,0.00028599717,0.0045705736,0.00015116474,0.27427536],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9965812,0.00004444807,0.0010253333,0.0011708615,0.00047901936,0.00069916237],"domain_scores_gemma":[0.99597883,0.000054048374,0.0015695913,0.001007198,0.0013431477,0.000047167112],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001205739,0.0007799602,0.0007716945,0.000699489,0.00069786824,0.0010179399,0.00068267604,0.00051932293,0.0002745838],"category_scores_gemma":[0.0015337534,0.00080078945,0.00020434898,0.0011420453,0.00011093074,0.0034107578,0.00007799006,0.0004406948,0.00017849874],"study_design_candidate":"design_other","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":[0.0039636116,0.0003264142,0.0061189556,0.0052309227,0.00023228074,0.0003042985,0.00043967422,0.0003380607,0.0016999175,0.023365233,0.010453342,0.9475273],"study_design_scores_gemma":[0.003167872,0.00008354859,0.18217392,0.0023737387,0.0007033352,0.00035605702,0.002634135,0.0028947056,0.0009028769,0.06705199,0.7349317,0.0027261097],"about_ca_topic_score_codex":0.011460373,"about_ca_topic_score_gemma":0.023504639,"teacher_disagreement_score":0.94480115,"about_ca_system_score_codex":0.0002522921,"about_ca_system_score_gemma":0.00045027933,"threshold_uncertainty_score":0.9994443},"labels":[],"label_agreement":null},{"id":"W2789127696","doi":"10.7202/1043082ar","title":"Le développement d’une capacité d’exploration : une analyse des réseaux sociaux des porteurs de projets au sein d’un centre de R&amp;D d’une multinationale","year":2018,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.07237316931849633,"score_gpt":0.2950277634152529,"score_spread":0.22265459409675656,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789127696","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46745864,0.00029740063,0.18296596,0.17614311,0.0030014266,0.0012962637,0.00006374735,0.00034554655,0.1684279],"genre_scores_gemma":[0.9506405,0.00026704755,0.030535283,0.0024245628,0.0024268487,0.00014049234,0.0016431672,0.000088952795,0.011833139],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99642575,0.00006187291,0.00092883874,0.00073985185,0.0008906967,0.0009529703],"domain_scores_gemma":[0.99682117,0.000041902902,0.0007436366,0.00034277292,0.0019867367,0.00006379974],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011662261,0.0005355781,0.0003262716,0.0008480601,0.0013880507,0.0008638287,0.0006641923,0.0002253892,0.0012961782],"category_scores_gemma":[0.00016108996,0.0006352086,0.00018989558,0.0025531435,0.0007269835,0.003959909,0.0003704795,0.00027990327,0.00079898443],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00033422065,0.002665339,0.17303018,0.0015665127,0.0019871872,0.00013301178,0.008777319,0.0036616628,0.0011333363,0.6312981,0.05160714,0.12380593],"study_design_scores_gemma":[0.0040554805,0.00006108202,0.5877571,0.0010375129,0.0006792453,0.000023595434,0.019684862,0.038556207,0.0014158736,0.17267942,0.17261748,0.0014321405],"about_ca_topic_score_codex":0.011172597,"about_ca_topic_score_gemma":0.011872546,"teacher_disagreement_score":0.48318186,"about_ca_system_score_codex":0.0012977871,"about_ca_system_score_gemma":0.00030521143,"threshold_uncertainty_score":0.999979},"labels":[],"label_agreement":null},{"id":"W2790076314","doi":"10.3917/riges.431.0086","title":"Pour le succès des entrepreneurs : faites place aux facilitateurs","year":2018,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03277610868232756,"score_gpt":0.23931096746282055,"score_spread":0.206534858780493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790076314","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88054746,0.002504653,0.005520507,0.08699939,0.0030356026,0.00028271513,0.0000126578125,0.00026304476,0.020833971],"genre_scores_gemma":[0.9720757,0.00010037324,0.0005464905,0.0006703253,0.0018626655,0.000013137274,0.00013078887,0.00003066945,0.024569836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856657,0.000038151655,0.00034020585,0.00040769338,0.000197672,0.00044970616],"domain_scores_gemma":[0.99841446,0.000062292456,0.00021158067,0.00023343168,0.0010592702,0.000018997765],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00040284792,0.00026264286,0.00017935254,0.00023014573,0.00058201083,0.00046042626,0.00017673,0.00031779238,0.0011875628],"category_scores_gemma":[0.00055884913,0.00029032124,0.00006245075,0.00091384345,0.00046716988,0.0031282604,0.00008880685,0.0002682953,0.0031206526],"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":[0.00030431585,0.00058702915,0.12614429,0.0015231781,0.00009435145,0.000024242974,0.00059798756,0.0014624235,0.008898099,0.4318264,0.12431184,0.30422583],"study_design_scores_gemma":[0.0013309611,0.00008218428,0.40584162,0.0008462754,0.00015250257,0.00001717827,0.0012513498,0.014411297,0.0018470305,0.039791428,0.5336492,0.0007789681],"about_ca_topic_score_codex":0.0037610945,"about_ca_topic_score_gemma":0.0005708316,"teacher_disagreement_score":0.40933737,"about_ca_system_score_codex":0.000071504335,"about_ca_system_score_gemma":0.00015068371,"threshold_uncertainty_score":0.9999549},"labels":[],"label_agreement":null},{"id":"W2790705114","doi":"","title":"L’évolution de la médiation en entreprise : une comparaison France-Québec. Des facteurs qui peuvent influencer la présence de la médiation et leurs importances relatives","year":2011,"lang":"fr","type":"article","venue":"Knowledge UdeS (Institutional Deposit of the University of Sherbrooke)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Art","score_opus":0.027602012704282627,"score_gpt":0.237839106898675,"score_spread":0.21023709419439235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2790705114","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92753655,0.006489962,0.02562068,0.00043912322,0.00043845523,0.00025957206,0.0000073731567,0.000048350423,0.039159916],"genre_scores_gemma":[0.99583155,0.001391541,0.0019043222,0.00004034887,0.00011649118,0.0000017638066,0.000019211044,0.000012522322,0.0006822486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984973,0.00034775856,0.00036577132,0.00027791326,0.00026721956,0.00024401359],"domain_scores_gemma":[0.99868244,0.00024258831,0.0004556417,0.00018706583,0.0004038378,0.000028456356],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00080892374,0.00023921399,0.0002561486,0.00020585537,0.00056737865,0.00006457605,0.0004036076,0.00030342452,0.000099295874],"category_scores_gemma":[0.0002585182,0.0002482279,0.00016491304,0.00073146506,0.0021404026,0.002264223,0.00014238512,0.00034057008,0.000025870899],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020916465,0.00067778566,0.7124633,0.0022478504,0.00013634856,0.000009146762,0.009474235,0.03159841,0.0088480925,0.23014821,0.0004475924,0.0037398406],"study_design_scores_gemma":[0.0007097274,0.00002260539,0.958175,0.0025693686,0.00023823288,0.000012632491,0.00080597244,0.011005442,0.0030704371,0.004707152,0.018444391,0.00023901765],"about_ca_topic_score_codex":0.056789123,"about_ca_topic_score_gemma":0.010660028,"teacher_disagreement_score":0.2457117,"about_ca_system_score_codex":0.00085824204,"about_ca_system_score_gemma":0.0007264979,"threshold_uncertainty_score":0.999997},"labels":[],"label_agreement":null},{"id":"W2791605040","doi":"","title":"Changing and unchanging the diameter of a Mycielski graph.","year":2018,"lang":"en","type":"article","venue":"Ars Combinatoria","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mathematics; Combinatorics","score_opus":0.015208723872727297,"score_gpt":0.21478418413774272,"score_spread":0.19957546026501544,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2791605040","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98639786,0.000064976404,0.00031672473,0.0008797955,0.0012315474,0.00012215925,3.8569783e-7,0.00004583198,0.010940746],"genre_scores_gemma":[0.9989396,0.000003697608,0.000048921098,0.00080547103,0.0001284357,0.000007313012,0.0000037242828,0.0000112721755,0.000051604587],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99943644,0.0000053395256,0.00014184111,0.00012434674,0.000113387076,0.00017863084],"domain_scores_gemma":[0.99948627,0.000026783315,0.00012998027,0.00015004602,0.00020333998,0.000003609352],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034926127,0.00008943971,0.00009994169,0.00022315452,0.00022903527,0.00009039271,0.00011707921,0.000039469032,0.00004558633],"category_scores_gemma":[0.00004740756,0.00006503031,0.000025368563,0.0010498182,0.00013633673,0.00053394685,0.00007753823,0.00006255668,0.000021120035],"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":[0.000010038201,0.000020407639,0.007810388,0.000050203686,0.000014392389,6.4345045e-7,0.00015560149,5.766268e-7,0.0011265683,0.98745406,0.00051560235,0.002841537],"study_design_scores_gemma":[0.0010984048,0.00004834264,0.069115795,0.00017186877,0.00008272685,0.0000037314924,0.0010147187,0.0018459168,0.0047370647,0.90978044,0.011721387,0.00037958883],"about_ca_topic_score_codex":0.000056681038,"about_ca_topic_score_gemma":0.0000070128967,"teacher_disagreement_score":0.077673584,"about_ca_system_score_codex":0.000004238899,"about_ca_system_score_gemma":0.000006411036,"threshold_uncertainty_score":0.26518592},"labels":[],"label_agreement":null},{"id":"W2792544840","doi":"10.1093/oxfordhb/9780198755609.013.46","title":"Relational Research Design in Economic Geography","year":2018,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":30,"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 Toronto","funders":"","keywords":"Relational theory; Contingency; Perspective (graphical); Relational view; Discipline; Interdependence; Space (punctuation); Sociology; Knowledge management; Strategic geography; Action (physics); Economic geography; Epistemology; Management science; Social science; Geography; Human geography; Computer science; Engineering; Historical geography; Artificial intelligence","score_opus":0.0969607220437272,"score_gpt":0.24251698773483663,"score_spread":0.1455562656911094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2792544840","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004671599,0.000017516588,0.0005903202,0.000056254452,0.0002983723,0.0004422187,0.000011143706,0.000079346464,0.9980377],"genre_scores_gemma":[0.002532536,0.00003416885,0.0003728075,0.00010935357,0.0014172553,0.0000038965172,0.00027261826,0.00004841588,0.9952089],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986715,0.000040404913,0.00022886711,0.00044350012,0.0002710941,0.00034466689],"domain_scores_gemma":[0.99899995,0.00009350293,0.00023575185,0.00029639385,0.00036299342,0.000011381654],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008054799,0.00022916567,0.00023424442,0.0014401869,0.00032606322,0.0001644811,0.0004603536,0.0004340164,0.00017056898],"category_scores_gemma":[0.000016638442,0.00027977471,0.00008148083,0.00010269516,0.0003024844,0.00084128237,0.00032521487,0.00058971584,0.000039537274],"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":[0.00017887836,0.000015331854,0.00026928796,0.00009963755,0.000034864846,0.000025993922,0.000011367447,0.00014477452,0.000001992014,0.9222967,0.07614456,0.00077661587],"study_design_scores_gemma":[0.0004746428,0.00001187199,0.0009697597,0.00013602582,0.000029245253,6.2718897e-7,0.000015847038,0.0010183746,0.0000034481775,0.015597742,0.98146313,0.00027925393],"about_ca_topic_score_codex":0.00035091862,"about_ca_topic_score_gemma":0.0000916245,"teacher_disagreement_score":0.90669894,"about_ca_system_score_codex":0.0002836748,"about_ca_system_score_gemma":0.0002727161,"threshold_uncertainty_score":0.9999654},"labels":[],"label_agreement":null},{"id":"W2793340157","doi":"10.1002/smj.2784","title":"Creating and taming discord: How firms manage embedded competition in alliance portfolios to limit alliance termination","year":2018,"lang":"en","type":"article","venue":"Strategic Management Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":63,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Alliance; Portfolio; Competition (biology); Business; Competitor analysis; Industrial organization; Corporate governance; Coopetition; Economics; Marketing; Microeconomics; Game theory; Finance; Political science","score_opus":0.027756896937925258,"score_gpt":0.2553444670755482,"score_spread":0.22758757013762293,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2793340157","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7191448,0.0000660677,0.0028997124,0.0035040665,0.00066243595,0.0005971975,0.0000014348444,0.000086699896,0.27303755],"genre_scores_gemma":[0.99394107,0.00010816373,0.0021077823,0.0010643266,0.0013517243,0.000030274376,0.000028242464,0.000027938953,0.001340497],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982729,0.000020549447,0.00046823546,0.00041389122,0.00037162477,0.00045283063],"domain_scores_gemma":[0.99907655,0.000011610182,0.0004438373,0.00019869878,0.00023860561,0.000030712887],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006812779,0.00027436888,0.00023494387,0.00043285734,0.0004568527,0.0014538978,0.0002756805,0.00007289592,0.0002228943],"category_scores_gemma":[0.000022942682,0.00026574836,0.00004090355,0.0011515141,0.0000821833,0.002128859,0.00014068827,0.00025700455,0.000068829366],"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":[0.00015341937,0.0001754675,0.009197772,0.00070657505,0.00007139161,0.0003447136,0.00021651883,0.00014689492,0.0012281192,0.9696687,0.00072184403,0.017368615],"study_design_scores_gemma":[0.0059267576,0.00039947845,0.398616,0.005033482,0.00034929547,0.00017890034,0.024596091,0.078250065,0.00035169904,0.45797762,0.025257265,0.0030633546],"about_ca_topic_score_codex":0.000039085677,"about_ca_topic_score_gemma":0.00016025388,"teacher_disagreement_score":0.51169103,"about_ca_system_score_codex":0.00006812768,"about_ca_system_score_gemma":0.000012356578,"threshold_uncertainty_score":0.9999795},"labels":[],"label_agreement":null},{"id":"W2794903561","doi":"","title":"The Kananskis G8 Summit: A Case Study in Interagency Cooperation","year":2004,"lang":"en","type":"article","venue":"Canadian Military Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Summit; Political science; Geography; Physical geography","score_opus":0.01915018781730713,"score_gpt":0.22867393679998577,"score_spread":0.20952374898267864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2794903561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9924892,0.00047681105,0.000092886825,0.004053574,0.0007207736,0.0002483648,0.0000013900448,0.000011373431,0.001905597],"genre_scores_gemma":[0.99806404,0.00002221712,0.000023113433,0.0011803319,0.0006285736,0.000009535228,0.000007667609,0.000012195387,0.0000523382],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99904674,0.000019157718,0.00036551262,0.00013948999,0.000116530835,0.00031253704],"domain_scores_gemma":[0.99947864,0.000011558905,0.00006197984,0.00014449733,0.00026700032,0.00003629937],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064049126,0.00012206891,0.00009892896,0.00041865895,0.0009257677,0.0002624255,0.00018016183,0.00004656608,0.00014113863],"category_scores_gemma":[0.00009480461,0.00009396041,0.000032668035,0.00081118575,0.000038923834,0.0013600826,0.000016671795,0.0003353049,0.00006131736],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026102725,0.00091996585,0.6495121,0.00014296857,0.00027203863,0.087219514,0.0061882376,0.030021038,0.00017023922,0.07170244,0.027081374,0.12650903],"study_design_scores_gemma":[0.0119629875,0.00039852408,0.65353906,0.0005590363,0.00022948798,0.009212094,0.12884764,0.009461867,0.000022879854,0.030297562,0.15320241,0.0022664485],"about_ca_topic_score_codex":0.40513235,"about_ca_topic_score_gemma":0.95009285,"teacher_disagreement_score":0.5449605,"about_ca_system_score_codex":0.00025594278,"about_ca_system_score_gemma":0.00035587963,"threshold_uncertainty_score":0.712035},"labels":[],"label_agreement":null},{"id":"W2796019660","doi":"10.2139/ssrn.5216028","title":"Sharing price information with competitors","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kensington Health","funders":"","keywords":"Competitor analysis; Business; Industrial organization; Computer science; Marketing","score_opus":0.0050551354283911755,"score_gpt":0.1965416736388199,"score_spread":0.19148653821042874,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2796019660","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6120997,0.00029607295,0.13519594,0.006965408,0.001035774,0.00029478257,3.386354e-7,0.00021529153,0.24389666],"genre_scores_gemma":[0.99796355,0.000052345054,0.000045733872,0.0009815939,0.0004176029,0.0000036085673,0.000013136358,0.000006011501,0.00051644025],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99885654,0.0000023893408,0.00021124512,0.000078637364,0.00014182489,0.00070935953],"domain_scores_gemma":[0.99943644,0.0000055263304,0.00019204021,0.000084805884,0.00027776332,0.0000034287634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005960008,0.00009684704,0.00008610318,0.00033319296,0.00028520316,0.00039944088,0.00018531142,0.00004158613,0.000032805074],"category_scores_gemma":[0.000027576072,0.00007708139,0.000023233228,0.00086157164,0.000019446547,0.0034514493,0.00003842065,0.0006480889,0.000068137306],"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":[0.00005005395,0.000014274744,0.014831071,0.000033259974,0.00003865666,3.4772924e-7,0.0000069552166,0.00018371556,0.000024252971,0.9770581,0.00018691519,0.0075723855],"study_design_scores_gemma":[0.0029322677,0.00007022642,0.0693019,0.00033241505,0.0001356241,0.00008370764,0.0032056225,0.0057303635,0.00007462254,0.6541017,0.26342538,0.00060614164],"about_ca_topic_score_codex":0.000103643506,"about_ca_topic_score_gemma":0.00015026587,"teacher_disagreement_score":0.3858638,"about_ca_system_score_codex":0.00019053632,"about_ca_system_score_gemma":0.00038473317,"threshold_uncertainty_score":0.38518175},"labels":[],"label_agreement":null},{"id":"W2799603197","doi":"10.1787/9789264100299-fr","title":"Mesurer la gestion des connaissances dans le secteur commercial: premiers résultats","year":2004,"lang":"fr","type":"book","venue":"Gestion des connaissances","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science; Humanities; Philosophy","score_opus":0.0609159254813586,"score_gpt":0.2556848366318246,"score_spread":0.19476891115046602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799603197","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12554762,0.0420425,0.030969441,0.019556586,0.010876515,0.0033175636,0.00019554431,0.0021014784,0.7653928],"genre_scores_gemma":[0.9566476,0.0013467568,0.0006714465,0.0007341784,0.0026171466,0.00017497137,0.0012003024,0.00020791218,0.036399715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99485755,0.00034751522,0.001482091,0.0013372264,0.00084404205,0.001131548],"domain_scores_gemma":[0.99502885,0.00043827726,0.0015906006,0.0005964602,0.0022507238,0.000095078845],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","sts"],"category_scores_codex":[0.0019288444,0.0013351844,0.0011505571,0.0007330634,0.002618279,0.001520636,0.0008462647,0.0015638333,0.00085270393],"category_scores_gemma":[0.0013017891,0.0014209546,0.00033408945,0.0017060586,0.008447473,0.006286675,0.00021779265,0.0014186304,0.0004350601],"study_design_candidate":"theoretical_or_conceptual","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":[0.00054271915,0.0006200185,0.041971993,0.007942853,0.00050482823,0.00014495148,0.0014819666,0.011770791,0.0010417657,0.7313544,0.026512597,0.17611109],"study_design_scores_gemma":[0.0023504565,0.0001103571,0.43662336,0.009823311,0.0006149052,0.000078452176,0.0006793452,0.0010723134,0.0006985342,0.06919116,0.47671244,0.0020453855],"about_ca_topic_score_codex":0.0034701878,"about_ca_topic_score_gemma":0.002662039,"teacher_disagreement_score":0.8310999,"about_ca_system_score_codex":0.0010013832,"about_ca_system_score_gemma":0.0012338712,"threshold_uncertainty_score":0.9999399},"labels":[],"label_agreement":null},{"id":"W2799880322","doi":"10.1287/orsc.2017.1191","title":"Meta-Organization Formation and Sustainability in Sub-Saharan Africa","year":2018,"lang":"en","type":"article","venue":"Organization Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":56,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Embeddedness; Sustainability; Operationalization; Conceptualization; Generalizability theory; Framing (construction); Openness to experience; Extant taxon; Organizational theory; Experiential knowledge; Business; Knowledge management; Sociology; Economics; Management; Psychology; Social psychology; Ecology; Social science; Epistemology","score_opus":0.02896261945753237,"score_gpt":0.23263790987607044,"score_spread":0.20367529041853807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2799880322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94071925,0.00006183452,0.050250493,0.0042075207,0.00028279473,0.00043250533,9.48443e-7,0.0001939658,0.0038506805],"genre_scores_gemma":[0.9992655,0.000011521778,0.000112147165,0.00038721846,0.00015290991,0.000003460569,0.000025803864,0.000011357284,0.000030063793],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99902624,0.000008020712,0.00024709772,0.00026605584,0.00025996182,0.00019261858],"domain_scores_gemma":[0.99655515,0.00000984777,0.00015779279,0.0001520694,0.0031161364,0.000009008402],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00078252377,0.00009892676,0.00011085844,0.00046586458,0.00045297443,0.00049561966,0.0001707333,0.00004571583,0.00021784731],"category_scores_gemma":[0.0011690733,0.0000889143,0.0000069074763,0.010160724,0.000302083,0.0065141628,0.00010696441,0.000049446684,0.00008900827],"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":[0.000046938625,0.00046019664,0.36150244,0.00070556265,0.00005676471,0.000005617044,0.0023954115,0.00058528833,0.14033462,0.46732718,0.008718704,0.017861305],"study_design_scores_gemma":[0.0007512224,0.000024544464,0.9033917,0.00002512606,0.00017799878,0.000008115108,0.00049410167,0.015876986,0.04080865,0.01675874,0.021086562,0.00059623714],"about_ca_topic_score_codex":0.000050643845,"about_ca_topic_score_gemma":0.00003399627,"teacher_disagreement_score":0.5418893,"about_ca_system_score_codex":0.0000835434,"about_ca_system_score_gemma":0.000092209644,"threshold_uncertainty_score":0.4881891},"labels":[],"label_agreement":null},{"id":"W2801194017","doi":"10.7202/1063710ar","title":"Caractériser l’attractivité d’un territoire, une approche par les ressources : le cas de 5 EMN européennes nouvellement implantées dans la région de Kalouga en Russie","year":2019,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.011144113393664407,"score_gpt":0.22480728477462433,"score_spread":0.21366317138095992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801194017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7331565,0.00030818087,0.0050846473,0.021218885,0.002129368,0.0005352294,0.00004046889,0.00014179345,0.2373849],"genre_scores_gemma":[0.9778431,0.00030217794,0.0011869635,0.00087953155,0.0013646622,0.00008472146,0.0005201219,0.000075542186,0.01774315],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99744165,0.000090658614,0.000609476,0.0006312234,0.00059123,0.00063576776],"domain_scores_gemma":[0.99874705,0.00011940155,0.0005310358,0.0003313044,0.00023825491,0.000032928423],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009490788,0.00045870774,0.00030068035,0.00046972436,0.0005012449,0.0008421036,0.0007239606,0.00023738806,0.0008065975],"category_scores_gemma":[0.00004656931,0.0004862664,0.00015238165,0.0005623817,0.00016782268,0.00183123,0.00040445113,0.0004120776,0.0003440846],"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":[0.0004941347,0.0022045127,0.4252453,0.0025399178,0.001775688,0.00061869365,0.004676301,0.004745884,0.005408677,0.440378,0.04709716,0.064815715],"study_design_scores_gemma":[0.0013679523,0.000025628062,0.43495116,0.00052719755,0.00022148297,0.000056052082,0.008244537,0.008257746,0.001207476,0.004259676,0.5402587,0.00062238146],"about_ca_topic_score_codex":0.005510442,"about_ca_topic_score_gemma":0.0004120261,"teacher_disagreement_score":0.49316153,"about_ca_system_score_codex":0.0003045776,"about_ca_system_score_gemma":0.000050766335,"threshold_uncertainty_score":0.9997589},"labels":[],"label_agreement":null},{"id":"W2801781370","doi":"10.5465/ambpp.2015.13122symposium","title":"Strategy Research at Crossroad- Interesting Papers in Strategy: What Are They &amp; How Do We Know?","year":2015,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Audience measurement; Multidisciplinary approach; Diversity (politics); Field (mathematics); Publishing; Engineering ethics; Set (abstract data type); Scholarship; Political science; Public relations; Sociology; Social science; Computer science; Engineering; Law","score_opus":0.15690076053327645,"score_gpt":0.33912854889506155,"score_spread":0.1822277883617851,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2801781370","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84890175,0.0017153717,0.00000644949,0.018298844,0.00021218444,0.000967136,0.0000014931471,0.00019190674,0.12970485],"genre_scores_gemma":[0.9932506,0.0013077874,0.00012796251,0.00044244534,0.0005017006,0.00008417796,0.000015101166,0.000055886736,0.0042143017],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99680704,0.000017429998,0.00063142576,0.0007292127,0.0010041844,0.00081072905],"domain_scores_gemma":[0.9986133,0.00003975141,0.00061725685,0.0001491938,0.000538918,0.000041591014],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0028335247,0.00037226183,0.00039294254,0.0011430563,0.00026596725,0.0017014134,0.00079577917,0.00028807146,0.00011814103],"category_scores_gemma":[0.00017723984,0.00035256587,0.00006899168,0.0021559743,0.00022893214,0.0064756074,0.0008527895,0.0007513665,0.00017737648],"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":[0.00082406105,0.0005118708,0.06098018,0.005911478,0.00021092464,0.00002916585,0.0010460663,0.00080221787,0.0037047742,0.5969056,0.08193568,0.247138],"study_design_scores_gemma":[0.0037706834,0.000089367466,0.101385556,0.005724622,0.00011427361,0.00000851376,0.05706984,0.0015079943,0.00051253324,0.074900754,0.75354266,0.0013731938],"about_ca_topic_score_codex":0.00009969847,"about_ca_topic_score_gemma":0.000069706606,"teacher_disagreement_score":0.67160696,"about_ca_system_score_codex":0.00018518652,"about_ca_system_score_gemma":0.000021891487,"threshold_uncertainty_score":0.99989265},"labels":[],"label_agreement":null},{"id":"W2803898714","doi":"10.1108/sl-02-2018-0016","title":"Three value-focused strategic questions for continuously updating your business model","year":2018,"lang":"en","type":"article","venue":"Strategy and Leadership","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"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 Calgary","funders":"","keywords":"Value proposition; Value (mathematics); Marketing; Business value; Business; Business model; Originality; Process (computing); Strategic management; Economics; Computer science; Qualitative research; Sociology","score_opus":0.2124962320142964,"score_gpt":0.28904612798448787,"score_spread":0.07654989597019146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2803898714","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69683146,0.00063251186,0.13936913,0.01240012,0.0013111841,0.0018889571,0.000037264617,0.0010336508,0.1464957],"genre_scores_gemma":[0.9940694,0.000003863601,0.0014908692,0.0014473888,0.002337166,0.000057039713,0.00011457884,0.000048726946,0.00043095206],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9983802,0.00000999659,0.00040820686,0.0004741674,0.00018258873,0.0005448329],"domain_scores_gemma":[0.9985731,0.000042134103,0.00026488095,0.00023580015,0.00086087524,0.000023188459],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00050052494,0.00031523532,0.00027393954,0.00022921812,0.00068200147,0.0006408582,0.00021414332,0.00022872347,0.00008924621],"category_scores_gemma":[0.000097360906,0.00029687546,0.000056869914,0.0008154908,0.00026348507,0.0016738704,0.00003702507,0.00021814446,0.00006718847],"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":[0.0001436824,0.00006454733,0.0010107466,0.0003709706,0.000031811425,0.0000020673801,0.00006256472,0.0006369653,0.0013702955,0.9918408,0.001062271,0.0034033053],"study_design_scores_gemma":[0.0033716548,0.00014580066,0.027343212,0.0003746741,0.00027331553,0.000012320864,0.0052624866,0.39839908,0.00024724056,0.5593511,0.003803023,0.0014160736],"about_ca_topic_score_codex":0.0003737511,"about_ca_topic_score_gemma":0.0004944314,"teacher_disagreement_score":0.43248966,"about_ca_system_score_codex":0.00001652101,"about_ca_system_score_gemma":0.00011594226,"threshold_uncertainty_score":0.9999483},"labels":[],"label_agreement":null},{"id":"W2804710500","doi":"10.22215/timreview/1074","title":"Platforms for Innovation and Internationalization","year":2017,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":16,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Commercialization; Internationalization; Sustainability; Innovation process; Process (computing); Process management; Business; Front (military); Political science; Management; Industrial organization; Computer science; Marketing; Engineering; Economics; Work in process; International trade; Mechanical engineering","score_opus":0.04627060525719066,"score_gpt":0.30594859819760656,"score_spread":0.2596779929404159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2804710500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32030964,0.005155498,0.3078598,0.1821923,0.0029663804,0.010941008,0.000019891384,0.0023912285,0.16816427],"genre_scores_gemma":[0.9737996,0.002568408,0.00402985,0.01593741,0.00048836914,0.00083277974,0.0009821049,0.000047717756,0.0013137996],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99872357,0.000001172089,0.000624324,0.00031172513,0.00016486144,0.00017435908],"domain_scores_gemma":[0.99728715,0.000006750818,0.0010730788,0.0004526707,0.0011783129,0.0000020126795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007207666,0.00017517792,0.00021470971,0.0014633712,0.0006051142,0.00029507675,0.00038674366,0.00011659743,0.00006960516],"category_scores_gemma":[0.00044666714,0.00016505035,0.000019665018,0.0024268797,0.00012717396,0.002099985,0.00023347285,0.000100645935,0.000047075304],"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":[0.000007133525,0.000019783894,0.0040374463,0.0020668344,0.000028125209,6.98343e-7,6.047775e-7,8.4878593e-7,0.00008769089,0.88046163,0.005897158,0.10739204],"study_design_scores_gemma":[0.0008643376,0.000012506281,0.015685165,0.0013880309,0.000093556744,0.0000025273068,0.000022854982,0.00090315216,0.000095598756,0.51146156,0.46916106,0.0003096545],"about_ca_topic_score_codex":0.00000802058,"about_ca_topic_score_gemma":0.0000041778135,"teacher_disagreement_score":0.65348995,"about_ca_system_score_codex":0.00002757809,"about_ca_system_score_gemma":0.000008555838,"threshold_uncertainty_score":0.67305577},"labels":[],"label_agreement":null},{"id":"W2807755330","doi":"10.1522/revueot.v22i1-2.185","title":"Les facteurs de réussite d’une innovation pilotée par une intrapreneur","year":2013,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.024787891908772702,"score_gpt":0.22926959906817762,"score_spread":0.20448170715940492,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807755330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7812638,0.0006752872,0.0043591238,0.20196669,0.0013993247,0.0007135408,0.00002885193,0.00035322443,0.009240121],"genre_scores_gemma":[0.98570746,0.00010923386,0.0012478147,0.001717,0.0027422388,0.000098788485,0.00069093733,0.000104488034,0.007582007],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9976403,0.000049728722,0.0009325856,0.00051307713,0.00025321983,0.000611067],"domain_scores_gemma":[0.99767387,0.00006469809,0.00064004795,0.0004675443,0.0011241374,0.000029702926],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002755068,0.00044749887,0.00036220296,0.0007425927,0.00092143577,0.0012166505,0.00037271765,0.0003677077,0.0027178426],"category_scores_gemma":[0.00027053163,0.0005022329,0.000079715865,0.004834011,0.00027460643,0.004530699,0.00012661186,0.00044181076,0.0011181894],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000026201073,0.0007773739,0.30091295,0.0019613511,0.00018317974,0.000023537597,0.0015400355,0.00043311465,0.057980984,0.2562744,0.106158294,0.27372858],"study_design_scores_gemma":[0.0004807198,0.00003145102,0.59984595,0.00049450767,0.00015280275,0.000025004296,0.00039708376,0.0023541248,0.0014093344,0.02212455,0.37207434,0.00061013876],"about_ca_topic_score_codex":0.10289575,"about_ca_topic_score_gemma":0.0021009035,"teacher_disagreement_score":0.29893303,"about_ca_system_score_codex":0.0004309207,"about_ca_system_score_gemma":0.00024340341,"threshold_uncertainty_score":0.9998202},"labels":[],"label_agreement":null},{"id":"W2807915510","doi":"10.3917/entin.035.0051","title":"Le bachelor Jeune Entrepreneur de l’EM Strasbourg : apprendre par l’action et en équipe","year":2018,"lang":"fr","type":"article","venue":"Entreprendre & Innover","topic":"Business Strategy and Innovation","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":"Centre Jeunesse de Quebec","funders":"","keywords":"Bachelor; Humanities; Political science; Sociology; Art","score_opus":0.020742683923721524,"score_gpt":0.2512278456863202,"score_spread":0.23048516176259864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2807915510","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.631523,0.0031710884,0.01692255,0.06789656,0.015118728,0.0012923139,0.00013476532,0.0010524035,0.26288858],"genre_scores_gemma":[0.96833986,0.00017672718,0.0004483405,0.004127507,0.006948664,0.000038948103,0.00046554132,0.00012417154,0.01933023],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99606305,0.00016468091,0.00094330765,0.0010927421,0.0005582205,0.0011780172],"domain_scores_gemma":[0.9973595,0.00010588329,0.00073848147,0.0008298889,0.000901441,0.000064766704],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009803239,0.0006878086,0.00052588637,0.000501198,0.00054503384,0.0010077658,0.00054010376,0.00063410803,0.009456826],"category_scores_gemma":[0.0003539042,0.0008031941,0.00022422771,0.0021486534,0.0003487154,0.004916306,0.00040726017,0.00081192906,0.0033588577],"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":[0.00047367052,0.0016239701,0.04475248,0.0011692034,0.00048312344,0.00010950971,0.0015181919,0.00033701243,0.009275257,0.6349133,0.20017883,0.10516543],"study_design_scores_gemma":[0.0022116806,0.00007106235,0.13268782,0.0004533633,0.00027101763,0.00006571945,0.0014801838,0.0016148046,0.0071972054,0.008552838,0.8442739,0.0011203823],"about_ca_topic_score_codex":0.0016899159,"about_ca_topic_score_gemma":0.000988764,"teacher_disagreement_score":0.64409506,"about_ca_system_score_codex":0.0001838117,"about_ca_system_score_gemma":0.00037512573,"threshold_uncertainty_score":0.9994419},"labels":[],"label_agreement":null},{"id":"W2808531035","doi":"10.1522/revueot.v26i1-2.207","title":"Le marketing : les actions stratégiques les plus modifiées chez les PME moyennement expérimentées (MEXTN) et expérimentées (EXTN) en période de turbulence négative (2007-2010)","year":2017,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.033164353425147126,"score_gpt":0.26499024506757274,"score_spread":0.23182589164242562,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808531035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81139565,0.0069599706,0.011556581,0.13572817,0.0025370219,0.0015469628,0.00017931784,0.0006461938,0.02945014],"genre_scores_gemma":[0.97548056,0.00148466,0.006589903,0.00035322094,0.0027272266,0.0002188624,0.0003079785,0.00014872641,0.012688837],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9961641,0.00034785058,0.0010849395,0.0009840972,0.00046288496,0.0009561293],"domain_scores_gemma":[0.9963064,0.00035594046,0.001468727,0.0010566753,0.000732585,0.000079669655],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016127554,0.0008035082,0.0006481652,0.0004607816,0.005849363,0.0032805568,0.001103478,0.00055993546,0.0015075995],"category_scores_gemma":[0.001103879,0.0009249673,0.00022659886,0.0004073771,0.0008990808,0.005964085,0.0005596255,0.00081214006,0.00012614232],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00053599983,0.0037293548,0.16847207,0.007516181,0.0017561924,0.00019367904,0.031369764,0.006122893,0.07250282,0.46426785,0.06369064,0.17984256],"study_design_scores_gemma":[0.0025969527,0.00014299745,0.49920687,0.0066598337,0.0009051994,0.0000841272,0.02882162,0.012909942,0.018383497,0.012571331,0.41468415,0.0030334922],"about_ca_topic_score_codex":0.10226314,"about_ca_topic_score_gemma":0.0129303085,"teacher_disagreement_score":0.45169652,"about_ca_system_score_codex":0.000982928,"about_ca_system_score_gemma":0.0011247142,"threshold_uncertainty_score":0.99940515},"labels":[],"label_agreement":null},{"id":"W2808748100","doi":"","title":"Rapports de pouvoir dans les relations de sous-traitance : le cas de la messagerie urbaine","year":2017,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Ministère des Transports","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.016650182367782995,"score_gpt":0.23380929798905792,"score_spread":0.21715911562127493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808748100","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1794565,0.0021013161,0.42235735,0.05422728,0.00036833328,0.0005197072,0.000044366174,0.00034588177,0.34057924],"genre_scores_gemma":[0.93262976,0.0007599471,0.021929514,0.00027565175,0.00020358307,0.00011955979,0.0007568974,0.000099512676,0.04322557],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.995101,0.002144288,0.00078738807,0.0008340602,0.0003759243,0.0007573354],"domain_scores_gemma":[0.99290717,0.0008830793,0.0014724132,0.0019535362,0.0026929416,0.00009085681],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01083071,0.0005361224,0.00047394622,0.00029780215,0.002233623,0.0018976813,0.0014817755,0.0007537092,0.00040488178],"category_scores_gemma":[0.003342423,0.0006496516,0.00025218143,0.0006290248,0.00086310715,0.0012770627,0.0008446036,0.0011669932,0.00007751048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000028684088,0.00083368964,0.11277782,0.00062226446,0.00014194107,0.000052580905,0.0069316085,0.0016685963,0.0059039253,0.8441983,0.007219568,0.019621013],"study_design_scores_gemma":[0.0012489338,4.6999224e-7,0.49912393,0.004410298,0.00030679425,0.00007613131,0.0009431136,0.057564154,0.0062909178,0.06280834,0.36592874,0.0012981758],"about_ca_topic_score_codex":0.013817622,"about_ca_topic_score_gemma":0.0062959716,"teacher_disagreement_score":0.78138995,"about_ca_system_score_codex":0.00042319437,"about_ca_system_score_gemma":0.0013314058,"threshold_uncertainty_score":0.99959546},"labels":[],"label_agreement":null},{"id":"W2808959548","doi":"10.3917/riges.432.0072","title":"La fin de la satisfaction client à tout prix","year":2018,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.017069470043079113,"score_gpt":0.25010237293992643,"score_spread":0.2330329028968473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2808959548","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91689706,0.00077061437,0.009802384,0.024217103,0.0044655357,0.00023888414,0.000003547733,0.0001830541,0.043421794],"genre_scores_gemma":[0.99136734,0.00011278484,0.0005531032,0.0006419883,0.0038313384,0.000013523037,0.000047555663,0.000023232973,0.003409131],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99900734,0.000083305815,0.0002481224,0.00023163987,0.00016185419,0.0002677064],"domain_scores_gemma":[0.99921435,0.000077390585,0.00020569745,0.00014937014,0.00034165184,0.00001156651],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000930257,0.0001607347,0.00011263417,0.00016451775,0.00026222892,0.00042020413,0.00007172791,0.00038699099,0.0009174027],"category_scores_gemma":[0.0003266613,0.00017788733,0.000038657945,0.00057731895,0.00023055622,0.0015068687,0.00004731852,0.0002768983,0.0012197639],"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":[0.00009876165,0.0001517896,0.106933095,0.00046733447,0.000027813161,0.00001229269,0.00020522774,0.00024341275,0.002637406,0.3688583,0.039861016,0.48050356],"study_design_scores_gemma":[0.00026615488,0.000017198881,0.50262934,0.0002443843,0.000047576465,0.000011541772,0.000054396325,0.0031175192,0.00014629796,0.0033999109,0.4899182,0.00014747871],"about_ca_topic_score_codex":0.001346849,"about_ca_topic_score_gemma":0.00019912791,"teacher_disagreement_score":0.48035607,"about_ca_system_score_codex":0.00013977665,"about_ca_system_score_gemma":0.00007076789,"threshold_uncertainty_score":0.9999959},"labels":[],"label_agreement":null},{"id":"W2809186634","doi":"10.3917/riges.432.0094","title":"Gestion rigoureuse et agile de la stratégie : un préalable à la croissance à long terme des entreprises","year":2018,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.018707698170354916,"score_gpt":0.2525491274000607,"score_spread":0.23384142922970577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809186634","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9294397,0.0027304147,0.014590562,0.03314093,0.0012150359,0.00033687742,0.000009367483,0.00031367122,0.01822341],"genre_scores_gemma":[0.9875482,0.00057735416,0.00196826,0.0005552824,0.0015739463,0.000026061094,0.000114743685,0.000046643592,0.0075895395],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9983011,0.0001882068,0.00037015427,0.00042127268,0.0002295199,0.0004897644],"domain_scores_gemma":[0.9984788,0.00017369479,0.00033667858,0.00030020712,0.00068347866,0.000027175804],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001461975,0.00029771114,0.00019696842,0.00020819299,0.0005361171,0.0010404572,0.00020231305,0.00048309192,0.001125837],"category_scores_gemma":[0.0007999548,0.00032793533,0.00005832384,0.0008827048,0.00064871786,0.0036971215,0.00010147137,0.00043460814,0.0005858694],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00031210587,0.0011583203,0.39104727,0.0020528317,0.00012688953,0.00015530486,0.00060930854,0.0026624603,0.016074779,0.32823995,0.03759188,0.21996891],"study_design_scores_gemma":[0.00070031435,0.000045589826,0.8467608,0.0016927201,0.0001579028,0.000053113985,0.00009491531,0.0040123267,0.0026903371,0.022758938,0.1205918,0.00044123703],"about_ca_topic_score_codex":0.0014908988,"about_ca_topic_score_gemma":0.00024273404,"teacher_disagreement_score":0.45571354,"about_ca_system_score_codex":0.00012959374,"about_ca_system_score_gemma":0.00011929447,"threshold_uncertainty_score":0.99999654},"labels":[],"label_agreement":null},{"id":"W2809300999","doi":"10.3917/riges.432.0051","title":"La Vie en Rose – Le succès est dans le détail","year":2018,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Humanities; Art","score_opus":0.014192813330405356,"score_gpt":0.2229342146832601,"score_spread":0.20874140135285474,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809300999","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64913404,0.0018425469,0.017557304,0.1129286,0.005427762,0.00043503055,0.000010772478,0.00037252367,0.21229145],"genre_scores_gemma":[0.9850796,0.00007611606,0.0002874121,0.00047097253,0.0032221926,0.0000139393405,0.00017027676,0.00003667301,0.010642854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988371,0.000060134953,0.00029778044,0.00031075501,0.00017571758,0.00031849262],"domain_scores_gemma":[0.9990135,0.000040649506,0.00021045204,0.00023104287,0.0004909109,0.0000134487045],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007466932,0.0002106378,0.00016140327,0.00016704963,0.0004953432,0.00043419452,0.00017413753,0.0003449028,0.00031916812],"category_scores_gemma":[0.00020365663,0.0002372008,0.000049840248,0.0008566256,0.00029909099,0.0028359415,0.00009620389,0.00025839286,0.0018430351],"study_design_candidate":"theoretical_or_conceptual","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":[0.00006789715,0.00035670237,0.014879023,0.0004595023,0.00003148507,0.000018409575,0.0002062928,0.00017734536,0.006313017,0.8177749,0.014360917,0.1453545],"study_design_scores_gemma":[0.000678807,0.000027609449,0.1789516,0.0003298603,0.00006449005,0.00001228511,0.00042423196,0.005121899,0.0008484852,0.0050775832,0.80812204,0.00034112588],"about_ca_topic_score_codex":0.0056131044,"about_ca_topic_score_gemma":0.0009840365,"teacher_disagreement_score":0.81269735,"about_ca_system_score_codex":0.00005906583,"about_ca_system_score_gemma":0.00013626696,"threshold_uncertainty_score":0.99893415},"labels":[],"label_agreement":null},{"id":"W2809516781","doi":"10.71781/2929","title":"La remédiation du jeu de rôle sur table vers les plateformes virtuelles : enquête sur les usages émergents à la disposition du maître de jeu 2.0","year":2017,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Art; Political science","score_opus":0.02873695785191778,"score_gpt":0.2679251960195806,"score_spread":0.23918823816766283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809516781","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9299744,0.00059155107,0.00021987813,0.0008030749,0.00079942297,0.00069948036,0.000077139266,0.00001617705,0.06681893],"genre_scores_gemma":[0.97201854,0.001219768,0.00033449294,0.000048279846,0.0007199915,0.000090470065,0.006077487,0.00009290951,0.019398034],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975914,0.00013567321,0.0006726364,0.0006607667,0.00037212236,0.00056744897],"domain_scores_gemma":[0.99721944,0.00015897212,0.0013939991,0.00037450503,0.0008127198,0.000040383755],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014284665,0.000597047,0.0005142412,0.00034453007,0.0016936862,0.00303256,0.00085794,0.00090779446,0.0028346062],"category_scores_gemma":[0.00044956506,0.00063369423,0.00014134897,0.00047423557,0.00013902683,0.0062832097,0.00017067505,0.0004836555,0.00033793502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0009946269,0.00095708715,0.64389074,0.0023838335,0.00035461015,0.00015363356,0.0016564192,0.0024498021,0.022724692,0.0065701283,0.0064323903,0.311432],"study_design_scores_gemma":[0.002479129,0.000047010784,0.580209,0.002566106,0.0007148234,0.00001689041,0.0076299864,0.010125421,0.010565573,0.0002835428,0.38397247,0.0013900495],"about_ca_topic_score_codex":0.021754485,"about_ca_topic_score_gemma":0.007795226,"teacher_disagreement_score":0.37754008,"about_ca_system_score_codex":0.00019238777,"about_ca_system_score_gemma":0.00040381373,"threshold_uncertainty_score":0.99961144},"labels":[],"label_agreement":null},{"id":"W2809657320","doi":"10.3917/riges.432.0038","title":"On a lu pour vous – Le leadership selon la trilogie de l’Anneau, de Philippe Villemus","year":2018,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art; Humanities","score_opus":0.06716889726990609,"score_gpt":0.2556378873890967,"score_spread":0.1884689901191906,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2809657320","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5480677,0.002655776,0.01656894,0.34975374,0.003627278,0.00055573677,0.000009161588,0.0005282105,0.07823351],"genre_scores_gemma":[0.98364025,0.00006776586,0.00041089705,0.0039381864,0.003694427,0.000019995758,0.000069720365,0.000046619036,0.008112124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838984,0.000091356684,0.00030355016,0.00036681365,0.00020392165,0.0006445282],"domain_scores_gemma":[0.9989222,0.00012246524,0.00024627062,0.00023235945,0.00045195848,0.000024703093],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00112202,0.00027254576,0.00019868184,0.00028967965,0.00045008637,0.0003731871,0.00019053997,0.0004707285,0.0004872845],"category_scores_gemma":[0.00079983013,0.00030199453,0.00007164637,0.00085975416,0.00021415965,0.0011927063,0.000049540628,0.0003942074,0.001277036],"study_design_candidate":"theoretical_or_conceptual","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":[0.0006943174,0.0007375553,0.005030502,0.0010772455,0.00007215732,0.000070359674,0.00028440636,0.001245294,0.005900998,0.6318853,0.09670828,0.25629357],"study_design_scores_gemma":[0.0046839127,0.00040731998,0.18835787,0.0028114233,0.00039088554,0.0001258056,0.0023956,0.0600261,0.004055297,0.11029915,0.6247847,0.0016619322],"about_ca_topic_score_codex":0.0009942167,"about_ca_topic_score_gemma":0.00016041048,"teacher_disagreement_score":0.5280764,"about_ca_system_score_codex":0.00018218736,"about_ca_system_score_gemma":0.00022255219,"threshold_uncertainty_score":0.9999432},"labels":[],"label_agreement":null},{"id":"W283578239","doi":"","title":"Territorial Resources, Social Structures and the Behaviour of actors/Ressources Territoriales, Structures Sociales et Comportements Des Acteurs","year":2008,"lang":"fr","type":"article","venue":"Canadian Journal of Regional Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Institutionalism; Political science; Philosophy; Politics; Law","score_opus":0.06490113405075527,"score_gpt":0.26387970086826334,"score_spread":0.19897856681750808,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W283578239","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9790884,0.0038599472,0.000020058815,0.009863067,0.006547265,0.00014133561,0.000028962606,0.000004705308,0.0004462369],"genre_scores_gemma":[0.9908174,0.00013838903,0.00015639173,0.0003944312,0.008402768,0.0000010390196,0.000009181071,0.000015108331,0.000065278524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9977152,0.000102356535,0.0006563276,0.0002260929,0.00083926413,0.00046080796],"domain_scores_gemma":[0.9970647,0.00009822408,0.0012972092,0.00011237039,0.0013148012,0.00011266692],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.0014924488,0.00023882934,0.0003927987,0.0005173841,0.0023056834,0.0005277849,0.0007664478,0.00016748416,0.0000705631],"category_scores_gemma":[0.00038233472,0.00017916525,0.00012672415,0.00092527963,0.012446766,0.0022529964,0.000057377172,0.0004179346,6.394782e-7],"study_design_candidate":"observational","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":[0.0005090382,0.00006828999,0.47298634,0.00029193377,0.00016519176,0.00014037573,0.009791585,0.00009727989,0.0010083414,0.4829824,0.027494764,0.004464452],"study_design_scores_gemma":[0.001735719,0.000036824982,0.84927404,0.00022798362,0.00012909538,0.00020006778,0.0016041857,0.000017995086,0.00007469955,0.037343197,0.10909114,0.00026506107],"about_ca_topic_score_codex":0.06855091,"about_ca_topic_score_gemma":0.025278475,"teacher_disagreement_score":0.4456392,"about_ca_system_score_codex":0.00018334149,"about_ca_system_score_gemma":0.0019746204,"threshold_uncertainty_score":0.99899316},"labels":[],"label_agreement":null},{"id":"W284793981","doi":"10.1016/j.emj.2022.07.002","title":"40th anniversary editorial: Looking backwards to move forward in management research","year":2022,"lang":"en","type":"article","venue":"European Management Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":12,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Guelph","funders":"","keywords":"History","score_opus":0.033415160343317214,"score_gpt":0.27725140866926384,"score_spread":0.24383624832594664,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W284793981","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02386804,0.000047535264,0.001315721,0.0036240146,0.019096885,0.00089114363,0.0000029630219,0.00014011552,0.95101357],"genre_scores_gemma":[0.9567547,0.00008263383,0.0013436303,0.0041426728,0.030679563,0.000059865313,0.00004362056,0.00014922862,0.006744083],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99632955,0.00022442073,0.0005999389,0.00049652095,0.0016051589,0.000744437],"domain_scores_gemma":[0.99902844,0.000023259958,0.00024486732,0.00037024557,0.000295744,0.000037454243],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0071453955,0.00024338631,0.00020375931,0.0025541282,0.0011998913,0.0008895637,0.0010310133,0.00002597031,0.0011402644],"category_scores_gemma":[0.00004327696,0.00026275183,0.000088393695,0.0033271941,0.00004118205,0.0013102541,0.0021694815,0.001009878,0.0009744916],"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":[0.00042112498,0.00036758697,0.0029820662,0.0003319638,0.00015563899,0.0027210524,0.00022117898,0.011265134,0.000060052684,0.08608123,0.8542967,0.04109631],"study_design_scores_gemma":[0.0013797673,0.00003984454,0.031690463,0.00011974339,0.000035809735,0.0000102747435,0.0032565275,0.0003485363,0.0000022918493,0.0060445997,0.9567289,0.00034325858],"about_ca_topic_score_codex":0.000054866203,"about_ca_topic_score_gemma":0.0000041350295,"teacher_disagreement_score":0.9442695,"about_ca_system_score_codex":0.00035280178,"about_ca_system_score_gemma":0.000017162805,"threshold_uncertainty_score":0.9999825},"labels":[],"label_agreement":null},{"id":"W2859995865","doi":"10.5465/ambpp.2018.11750abstract","title":"Managing the coopetition tension in alliance formation","year":2018,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Coopetition; Alliance; Business; Industrial organization; Competition (biology); Process (computing); Marketing; Market economy; Economics; Political science; Computer science; Ecology","score_opus":0.029019521175864885,"score_gpt":0.2465863605965624,"score_spread":0.2175668394206975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2859995865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65003484,0.00007671641,0.0018658654,0.044371486,0.00028777943,0.0012071446,5.042111e-7,0.00020490763,0.30195072],"genre_scores_gemma":[0.9947087,0.00010984639,0.0002321889,0.004166773,0.00049979845,0.000033827582,0.000006596938,0.000012887838,0.00022934566],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989625,0.0000020390125,0.0003570834,0.00020596376,0.00025767295,0.0002146975],"domain_scores_gemma":[0.99944323,0.0000064360256,0.00032576855,0.00005249598,0.00016840348,0.000003647271],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00065175525,0.00012518356,0.00011443271,0.00026525505,0.00017063301,0.00012187048,0.00028631606,0.0000673163,0.000054643573],"category_scores_gemma":[0.00002201102,0.00009898486,0.00002436468,0.0013379247,0.00010688985,0.0032147365,0.00015497928,0.00014279688,0.00012026097],"study_design_candidate":"theoretical_or_conceptual","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":[0.000089314664,0.000051398976,0.004382627,0.00087964203,0.000016481146,7.1420646e-7,0.00007954549,0.00002334513,0.0020686244,0.9410465,0.019982345,0.031379513],"study_design_scores_gemma":[0.0017243566,0.00003518328,0.4310976,0.0012598034,0.00011521087,0.0000042347424,0.0019260381,0.040149406,0.0036455614,0.12866676,0.3907733,0.00060256995],"about_ca_topic_score_codex":0.000021089463,"about_ca_topic_score_gemma":0.0000030705921,"teacher_disagreement_score":0.81237966,"about_ca_system_score_codex":0.00002405351,"about_ca_system_score_gemma":0.0000015385788,"threshold_uncertainty_score":0.40364856},"labels":[],"label_agreement":null},{"id":"W2868117433","doi":"10.5465/ambpp.2018.12954abstract","title":"Middle Managers’ Interactions at the Heart of the Strategy-Adaptation Process in Acquisitions ","year":2018,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","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":"HEC Montréal","funders":"","keywords":"Middle management; Process (computing); Adaptation (eye); Business; Framing (construction); Middle East; Action (physics); Context (archaeology); Process management; Knowledge management; Public relations; Marketing; Psychology; Political science; Computer science; Engineering; Geography","score_opus":0.04946542585884009,"score_gpt":0.2751538176074822,"score_spread":0.2256883917486421,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2868117433","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9077482,0.000024836201,0.00006284248,0.010685332,0.00015059677,0.0006352849,0.0000016472084,0.000040495386,0.080650724],"genre_scores_gemma":[0.99685025,0.000009085849,0.00006656631,0.0016737967,0.0002534047,0.000064976586,0.0000056946983,0.000015602995,0.0010606243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987421,0.000004966169,0.0004634738,0.0002450821,0.0003307471,0.0002136457],"domain_scores_gemma":[0.999162,0.000016572407,0.00047801452,0.00009664127,0.0002415838,0.000005157429],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004593653,0.00014860553,0.00015018278,0.00030390135,0.00029848595,0.000081674116,0.00043123585,0.00006740423,0.00021344476],"category_scores_gemma":[0.000029359737,0.00010309485,0.000061400715,0.0019302539,0.00026897926,0.0017060619,0.0002388315,0.00018746,0.000048355756],"study_design_candidate":"theoretical_or_conceptual","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":[0.0002565424,0.000381083,0.029469168,0.0024016877,0.00015413004,4.810339e-7,0.0012019887,0.0009224433,0.0051984093,0.92556286,0.027722226,0.006728999],"study_design_scores_gemma":[0.0014561038,0.000042308016,0.8298927,0.0010900012,0.0002952918,0.0000051530205,0.015088446,0.010969854,0.009624612,0.059519988,0.0714855,0.0005300583],"about_ca_topic_score_codex":0.000064624604,"about_ca_topic_score_gemma":0.000032058084,"teacher_disagreement_score":0.86604285,"about_ca_system_score_codex":0.00003655861,"about_ca_system_score_gemma":0.0000070415313,"threshold_uncertainty_score":0.4204086},"labels":[],"label_agreement":null},{"id":"W2877467842","doi":"10.5465/ambpp.2018.14831symposium","title":"How Advances in Digital Technologies Reconfigure Organizational Coordination Processes","year":2018,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Openness to experience; Emerging technologies; Work (physics); Computer science; Set (abstract data type); Knowledge management; Engineering; Psychology","score_opus":0.01353309437232995,"score_gpt":0.22442494033044222,"score_spread":0.21089184595811228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2877467842","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5784681,0.0009252395,0.0017055611,0.078206465,0.0003528316,0.001658684,0.000006756201,0.0014033071,0.33727303],"genre_scores_gemma":[0.9982886,0.00013095581,0.0002686015,0.000306691,0.00028267273,0.000032799653,0.00002038842,0.000018087523,0.0006512304],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895537,4.306374e-7,0.00027405916,0.00030061245,0.00026323448,0.0002062831],"domain_scores_gemma":[0.9990552,0.000008516195,0.00035614462,0.000037497284,0.0005393579,0.000003261596],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00017145766,0.00015941332,0.00015268716,0.0006403474,0.00010298054,0.0003700895,0.00032544215,0.0001274772,0.00003350941],"category_scores_gemma":[0.00026102524,0.00015177566,0.000015650909,0.0028520129,0.00016952258,0.008960751,0.00014437966,0.00012385791,0.000029114852],"study_design_candidate":"theoretical_or_conceptual","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":[0.000048026315,0.00009260586,0.048654318,0.002009797,0.000021088112,5.3281457e-7,0.00003167454,0.0000024911917,0.0004082756,0.8928894,0.0043456447,0.051496137],"study_design_scores_gemma":[0.001484847,0.000053414504,0.04062219,0.0007598225,0.00006493591,0.0000033162523,0.005122327,0.0006110621,0.009605157,0.37186056,0.5690216,0.0007907877],"about_ca_topic_score_codex":0.0000011913568,"about_ca_topic_score_gemma":0.0000012386723,"teacher_disagreement_score":0.5646759,"about_ca_system_score_codex":0.000021661413,"about_ca_system_score_gemma":0.000006843936,"threshold_uncertainty_score":0.6496328},"labels":[],"label_agreement":null},{"id":"W2883326456","doi":"10.7202/1049960ar","title":"L’indice d’innovation potentielle (IIP) : un diagnostic de la capacité à innover au service des PME","year":2018,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Société d'Accélération du Transfert de Technologies; Agence Nationale de la Recherche","keywords":"Service (business); Humanities; Business; Philosophy","score_opus":0.02049459895394413,"score_gpt":0.2433745287405585,"score_spread":0.2228799297866144,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883326456","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87889874,0.0003711647,0.020876791,0.07342637,0.0014444203,0.00036801604,0.00003999208,0.000169167,0.024405312],"genre_scores_gemma":[0.95417446,0.0028730768,0.008925902,0.008178424,0.0042696465,0.000117969445,0.0006347696,0.000118006516,0.020707728],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9973003,0.00027551048,0.0008975144,0.0006683943,0.00024120798,0.0006170755],"domain_scores_gemma":[0.99211055,0.004404559,0.0009288586,0.00042541698,0.002073785,0.000056806577],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002770293,0.0004537702,0.00032995275,0.0008128563,0.00037366085,0.0010392305,0.0004668571,0.00054195285,0.002525249],"category_scores_gemma":[0.009996286,0.0005697361,0.00011323725,0.0016656418,0.00050529756,0.003317722,0.00028078535,0.000741756,0.001378338],"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":[0.00021803437,0.0010066618,0.3068367,0.0011477438,0.00031600572,0.00011036528,0.0012955429,0.010859965,0.0018174736,0.5472957,0.010573915,0.11852194],"study_design_scores_gemma":[0.001970234,0.000040539344,0.61023295,0.002035243,0.00020766411,0.00023056091,0.00022307906,0.028899083,0.0007134018,0.087352395,0.26730528,0.00078957656],"about_ca_topic_score_codex":0.0036026172,"about_ca_topic_score_gemma":0.00065509515,"teacher_disagreement_score":0.45994326,"about_ca_system_score_codex":0.0009943125,"about_ca_system_score_gemma":0.0004506193,"threshold_uncertainty_score":0.9999978},"labels":[],"label_agreement":null},{"id":"W2883696879","doi":"10.22215/timreview/1169","title":"The Role of Middle Managers in the Implementation of a Corporate Incubator: A Case Study in the Automotive Sector","year":2018,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Incubator; Automotive industry; Business; Industrial organization; Digital transformation; Affect (linguistics); Business administration; Commerce; Marketing; Engineering; Political science; Sociology","score_opus":0.048234147510746776,"score_gpt":0.3028962365446628,"score_spread":0.254662089033916,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2883696879","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9846952,0.0009906677,0.00009363891,0.0057961107,0.00009333916,0.0033880137,0.0000016672193,0.00005177719,0.0048895725],"genre_scores_gemma":[0.99747765,0.00031231824,0.00004687455,0.0016827931,0.000046416935,0.00039345786,0.000021151009,0.0000096710755,0.0000096581425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.9982058,0.0000848676,0.0009922496,0.00022562906,0.00028925727,0.00020224019],"domain_scores_gemma":[0.9975844,0.000041491763,0.0012591027,0.00053896575,0.0005748605,0.0000011712261],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034668914,0.00016492567,0.00024562777,0.00096248556,0.0001924412,0.000057891142,0.000629348,0.000056732595,0.000044141754],"category_scores_gemma":[0.00007450714,0.00009514046,0.000028258153,0.011985562,0.00023907943,0.00042407366,0.0001538303,0.00019554258,0.000014565804],"study_design_candidate":"theoretical_or_conceptual","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":[0.000014088807,0.0002793172,0.070697516,0.0010081973,0.00006630319,0.00006346115,0.00043433913,0.0000021235999,0.000045343957,0.84210557,0.0008996728,0.08438407],"study_design_scores_gemma":[0.0046205143,0.000516094,0.28768718,0.00286588,0.00077467767,0.000119312055,0.43254092,0.00067774934,0.0004074263,0.16489537,0.10395406,0.0009408021],"about_ca_topic_score_codex":0.0006075303,"about_ca_topic_score_gemma":0.001406271,"teacher_disagreement_score":0.6772102,"about_ca_system_score_codex":0.000030197707,"about_ca_system_score_gemma":0.000017460321,"threshold_uncertainty_score":0.5758665},"labels":[],"label_agreement":null},{"id":"W2888189428","doi":"10.3917/resg.126.0083","title":"Perception de la menace concurrentielle dans les PME Béninoises","year":2018,"lang":"fr","type":"article","venue":"Recherches en Sciences de Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Philosophy","score_opus":0.14798452669649861,"score_gpt":0.36971690306069743,"score_spread":0.22173237636419882,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888189428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86271936,0.0011923414,0.056548562,0.012229572,0.0013846555,0.0001911757,0.0000027242766,0.00015552451,0.06557609],"genre_scores_gemma":[0.98481935,0.0005108675,0.0072903563,0.00033891157,0.0019453072,0.000015100506,0.000020534357,0.000018396866,0.0050411844],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998044,0.0005130598,0.00028550831,0.0003995932,0.00028229787,0.00047554428],"domain_scores_gemma":[0.998843,0.00038767385,0.00021841515,0.00014299963,0.0003836461,0.000024272027],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00678491,0.0002154626,0.00015450265,0.00023971617,0.00080635276,0.0007552344,0.00034472716,0.00054750626,0.00065349974],"category_scores_gemma":[0.0014216646,0.00021622957,0.000058859776,0.0015547752,0.0016452718,0.0023875937,0.000096402386,0.00043524633,0.00034016257],"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":[0.000084087565,0.0004155397,0.21911097,0.0008525283,0.000040031493,0.000008613173,0.007887317,0.0016692051,0.11787326,0.22190538,0.012712897,0.41744018],"study_design_scores_gemma":[0.00066884636,0.00019150235,0.62749803,0.0013254418,0.000226619,0.00006973154,0.010912916,0.16029412,0.0039296555,0.039410803,0.15455939,0.000912965],"about_ca_topic_score_codex":0.003990409,"about_ca_topic_score_gemma":0.00018086692,"teacher_disagreement_score":0.4165272,"about_ca_system_score_codex":0.00056486635,"about_ca_system_score_gemma":0.000291971,"threshold_uncertainty_score":0.8817586},"labels":[],"label_agreement":null},{"id":"W2888657730","doi":"10.1007/978-3-319-99951-7_4","title":"Getting to Win-Win in Industrial Collaboration Under Coopetition: A Strategic Modeling Approach","year":2018,"lang":"en","type":"book-chapter","venue":"Lecture notes in business information processing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coopetition; Outcome (game theory); Business; Knowledge management; Game theory; Management science; Computer science; Process management; Engineering; Economics; Microeconomics","score_opus":0.05056328346377787,"score_gpt":0.24265975869749376,"score_spread":0.1920964752337159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2888657730","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018234914,0.00024856903,0.63313,0.0053710695,0.0017884646,0.0027404255,0.000025593097,0.0005114048,0.33794957],"genre_scores_gemma":[0.98561543,0.000015282802,0.0027433215,0.0052101966,0.0035539982,0.00011325677,0.0023734577,0.00011351784,0.00026156442],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9967644,0.000012756331,0.0015481483,0.00052210153,0.0006527833,0.00049976574],"domain_scores_gemma":[0.9961718,0.000035964506,0.001045722,0.00030310886,0.00242171,0.000021710583],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007757119,0.0006732671,0.00061152317,0.0023543825,0.00034959533,0.001929311,0.00035930704,0.0010618188,0.00027350138],"category_scores_gemma":[0.00035637832,0.00069234276,0.000050406354,0.0031924478,0.000089158566,0.008252162,0.00015375444,0.00085462484,0.00016430869],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036997514,0.000072275616,0.00013906794,0.0022859094,0.000023463857,0.0000061472488,0.000720601,0.87419355,0.000064066604,0.08456515,0.00017881815,0.037380967],"study_design_scores_gemma":[0.0033230274,0.00003252618,0.00028731645,0.0063389614,0.00011931842,0.000015002992,0.0008807159,0.8220111,0.000051606054,0.14680237,0.017445512,0.0026925504],"about_ca_topic_score_codex":0.00015041376,"about_ca_topic_score_gemma":0.00035106228,"teacher_disagreement_score":0.96738046,"about_ca_system_score_codex":0.00035635757,"about_ca_system_score_gemma":0.00057088974,"threshold_uncertainty_score":0.9995528},"labels":[],"label_agreement":null},{"id":"W2889098947","doi":"10.3166/rfg.2018.00243","title":"Des territoires géographiques à l’écosystème stratégique","year":2018,"lang":"fr","type":"article","venue":"Revue française de gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"HEC Montréal","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.022951310065325116,"score_gpt":0.22469389973800621,"score_spread":0.2017425896726811,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889098947","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8882932,0.012956571,0.017594423,0.040278863,0.004360141,0.0006840355,0.000021939532,0.0005860305,0.035224814],"genre_scores_gemma":[0.9840018,0.0006201332,0.0022756297,0.0008352118,0.009287758,0.000040518837,0.000119617674,0.000062563515,0.0027567504],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99823153,0.00005060744,0.00050834543,0.00043723144,0.00017525781,0.00059702114],"domain_scores_gemma":[0.9982435,0.000038881164,0.00031391165,0.00032011076,0.0010493065,0.000034257526],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00066473405,0.000347654,0.00029217827,0.00046937648,0.00060127856,0.0005564384,0.0002403279,0.0005607014,0.00082930847],"category_scores_gemma":[0.00025679264,0.00040027025,0.0001265625,0.0015899539,0.0006993317,0.002850462,0.00006534255,0.00038380493,0.0006045878],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00020822405,0.0005178104,0.21314341,0.0055082664,0.00011648377,0.00009531355,0.0005885993,0.00012922252,0.004870431,0.5363947,0.032478478,0.20594908],"study_design_scores_gemma":[0.0005225121,0.000107175234,0.48211947,0.0036078077,0.00020308893,0.00006626172,0.00009656951,0.007441238,0.0008002609,0.044160537,0.46021235,0.00066272833],"about_ca_topic_score_codex":0.006635243,"about_ca_topic_score_gemma":0.0036648593,"teacher_disagreement_score":0.49223414,"about_ca_system_score_codex":0.00014114649,"about_ca_system_score_gemma":0.00009852785,"threshold_uncertainty_score":0.9999797},"labels":[],"label_agreement":null},{"id":"W2889728567","doi":"","title":"Activisme actionnariat - La guerre de procurations entre Agrium Inc. et Jana Partners LLC","year":2018,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"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 de Sherbrooke","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.02339733154266799,"score_gpt":0.2548328541971524,"score_spread":0.23143552265448442,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2889728567","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09174706,0.0006278037,0.18108083,0.14832419,0.0020781371,0.0015700373,0.000096391515,0.0008174936,0.57365805],"genre_scores_gemma":[0.9584832,0.00046282227,0.009826894,0.0009461236,0.00049652316,0.00020899378,0.0029678866,0.00011492785,0.026492598],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941127,0.0025753677,0.00091443624,0.0010945919,0.0005876093,0.00071533263],"domain_scores_gemma":[0.9897503,0.0008819215,0.0014453733,0.001600742,0.0062323497,0.000089265704],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0070354817,0.0006788278,0.00051994156,0.00047745212,0.001161119,0.0024109886,0.0011802359,0.0007805068,0.0013078573],"category_scores_gemma":[0.0024072896,0.000755673,0.00023802082,0.0014811464,0.00057135074,0.0025458336,0.0012030913,0.0012234622,0.00056648307],"study_design_candidate":"theoretical_or_conceptual","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":[0.00006843664,0.0014637453,0.00875633,0.0009351084,0.00025962715,0.000010117947,0.0040545487,0.0004136175,0.0029658347,0.9292331,0.02158867,0.030250877],"study_design_scores_gemma":[0.0014589984,9.805923e-7,0.05469458,0.004423816,0.0003983561,0.00003091359,0.00094146776,0.05011959,0.0056699277,0.025876833,0.85483545,0.0015490864],"about_ca_topic_score_codex":0.0042138714,"about_ca_topic_score_gemma":0.004018149,"teacher_disagreement_score":0.90335625,"about_ca_system_score_codex":0.0002856795,"about_ca_system_score_gemma":0.00073619094,"threshold_uncertainty_score":0.99960506},"labels":[],"label_agreement":null},{"id":"W2890197292","doi":"10.2495/dne-v13-n3-281-293","title":"A complexity framework for consensus and conflict","year":2018,"lang":"en","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Consensus theory; Computer science; Management science; Political science; Engineering; Politics; Law","score_opus":0.0440094628742144,"score_gpt":0.29488866545695097,"score_spread":0.25087920258273655,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2890197292","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4880901,0.00058446993,0.4922762,0.013275496,0.0036888954,0.0002716163,0.000018875166,0.000030213585,0.0017641444],"genre_scores_gemma":[0.9700749,0.0000442857,0.025009388,0.002643053,0.002188534,0.0000011966036,0.000010154048,0.000009683861,0.000018782976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993811,0.000005685749,0.00026504917,0.00009784824,0.00015384643,0.00009641873],"domain_scores_gemma":[0.99814993,0.00012624095,0.0003731817,0.000044018136,0.0012966115,0.000010045259],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00036623943,0.000093726114,0.0001351415,0.000209419,0.00009798088,0.00022587607,0.00013985572,0.0001533085,0.000023570108],"category_scores_gemma":[0.0002839944,0.0000796119,0.00003366224,0.000119132485,0.00014089626,0.0003906654,0.000035687717,0.0002451815,0.0000022953748],"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":[0.0007808587,0.00005101229,0.0029326526,0.000040490115,0.00015858607,0.000014583903,0.00005126373,0.000030275698,0.00048793375,0.98428714,0.0027457569,0.008419423],"study_design_scores_gemma":[0.0022091581,0.0001758516,0.03287143,0.0002907411,0.00012326786,0.0002902638,0.00021351865,0.09604436,0.00016463314,0.80207795,0.06517752,0.00036131998],"about_ca_topic_score_codex":0.000009431447,"about_ca_topic_score_gemma":0.000012113423,"teacher_disagreement_score":0.48198482,"about_ca_system_score_codex":0.000015089725,"about_ca_system_score_gemma":0.000025708307,"threshold_uncertainty_score":0.3246479},"labels":[],"label_agreement":null},{"id":"W2894810478","doi":"10.7202/1051310ar","title":"Le management relationnel d’une association de l’économie sociale et solidaire1","year":2018,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Sociology; Philosophy","score_opus":0.0165424377287168,"score_gpt":0.23450789135446237,"score_spread":0.21796545362574557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894810478","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054922877,0.00014900835,0.033317447,0.13046394,0.0073325564,0.0005035879,0.000016783477,0.00019382112,0.82253057],"genre_scores_gemma":[0.7610288,0.00034124363,0.0058448236,0.01592649,0.0053637745,0.00012478488,0.0005791503,0.0000824729,0.21070844],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975116,0.000032390166,0.00068512524,0.00056896015,0.0006038039,0.0005981154],"domain_scores_gemma":[0.99806094,0.00004442631,0.0007485912,0.0002885825,0.00083356415,0.000023876892],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0013383756,0.00034078167,0.000235269,0.00061034167,0.0005852401,0.0011608535,0.0005720059,0.00025310845,0.0018727044],"category_scores_gemma":[0.000076647826,0.00044840755,0.00015129456,0.0009849453,0.00014097505,0.003611545,0.0004891239,0.00027147558,0.0034612226],"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":[0.0000578481,0.00035516373,0.009227573,0.00027029452,0.00070124597,0.000023821145,0.000074844414,0.00030223912,0.00001042316,0.81674767,0.14697029,0.025258582],"study_design_scores_gemma":[0.0015690336,0.000014195954,0.060131665,0.0002550852,0.00021270866,0.0000021534906,0.00065580476,0.008212495,0.000023887784,0.087841995,0.8406467,0.00043430526],"about_ca_topic_score_codex":0.00091641536,"about_ca_topic_score_gemma":0.0004055917,"teacher_disagreement_score":0.75553656,"about_ca_system_score_codex":0.0009068105,"about_ca_system_score_gemma":0.00008928794,"threshold_uncertainty_score":0.999876},"labels":[],"label_agreement":null},{"id":"W2894832557","doi":"","title":"Facebook as « the media » : analyse de la convergence médiatique autour de facebook","year":2018,"lang":"fr","type":"article","venue":"Commposite","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Convergence (economics); Political science; Sociology; Art; Economics","score_opus":0.018596860209772297,"score_gpt":0.26451632444953255,"score_spread":0.24591946423976024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2894832557","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36643967,0.0033140113,0.014946384,0.05876475,0.004047229,0.0019332512,0.000024042361,0.00044230485,0.55008835],"genre_scores_gemma":[0.97483057,0.00020498424,0.00031176154,0.014478393,0.0022296677,0.00009196843,0.00002612575,0.000045226905,0.007781326],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982922,0.00020856064,0.00039573322,0.00030315443,0.000229172,0.00057119346],"domain_scores_gemma":[0.99833804,0.0003231387,0.00033359005,0.00045480786,0.0005163455,0.000034061195],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014599399,0.00030949575,0.00024679158,0.00017088141,0.0006779022,0.0007405995,0.0006060215,0.00032349842,0.0048317565],"category_scores_gemma":[0.00032446944,0.00027020875,0.000108235494,0.0008346679,0.0007852298,0.0011629328,0.00024124562,0.00049928227,0.0047352],"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":[0.00026139533,0.0003642792,0.23249435,0.0007312762,0.00045482235,0.00013583513,0.003943858,0.00037685488,0.027572973,0.5238579,0.18052512,0.029281307],"study_design_scores_gemma":[0.0005710452,0.000026588195,0.10079557,0.00027243988,0.00028882016,0.00003081926,0.0003821121,0.019003278,0.0050633615,0.017531998,0.8555625,0.0004714698],"about_ca_topic_score_codex":0.0018666898,"about_ca_topic_score_gemma":0.00031533782,"teacher_disagreement_score":0.6750374,"about_ca_system_score_codex":0.00011295708,"about_ca_system_score_gemma":0.0002605726,"threshold_uncertainty_score":0.999975},"labels":[],"label_agreement":null},{"id":"W2895517227","doi":"10.7202/1051312ar","title":"Clan en Ukraine : Analyse d’un mode de gouvernance hybride dans une économie en transition","year":2018,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.010220068535022343,"score_gpt":0.23138162961362305,"score_spread":0.22116156107860072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2895517227","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48109642,0.00031042643,0.19343008,0.079789266,0.0062748524,0.0006616561,0.00012399115,0.00025974575,0.23805359],"genre_scores_gemma":[0.971128,0.0002463569,0.0037783235,0.004722142,0.0051619015,0.000052142128,0.0007704767,0.000052304902,0.014088344],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979192,0.000039960316,0.00061497197,0.0005580669,0.00039157155,0.00047625013],"domain_scores_gemma":[0.9988121,0.000039536244,0.0003794166,0.00031481887,0.00042826307,0.000025903018],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006493802,0.0003558613,0.00024695357,0.0005001694,0.00028547266,0.00051718205,0.0006607011,0.00015760558,0.0023467012],"category_scores_gemma":[0.0000471985,0.00041730245,0.00014283512,0.0008556122,0.00018202518,0.0024265219,0.00022060683,0.0002479462,0.00088886556],"study_design_candidate":"theoretical_or_conceptual","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":[0.0005438858,0.0010751196,0.030702004,0.00089527154,0.0020160398,0.00030009256,0.0015652048,0.010147213,0.0010255048,0.7209536,0.06671007,0.16406599],"study_design_scores_gemma":[0.0020540995,0.000050359085,0.13623704,0.0004906898,0.0004933019,0.000018142246,0.0014848986,0.27773798,0.00051156647,0.018218711,0.5619443,0.000758939],"about_ca_topic_score_codex":0.003074868,"about_ca_topic_score_gemma":0.00087781844,"teacher_disagreement_score":0.7027349,"about_ca_system_score_codex":0.00051790563,"about_ca_system_score_gemma":0.0000410867,"threshold_uncertainty_score":0.9998891},"labels":[],"label_agreement":null},{"id":"W2896219127","doi":"10.7202/1051681ar","title":"PME et firmes multinationales : performance des alliances asymétriques","year":2018,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.032358039797106414,"score_gpt":0.2720840721927712,"score_spread":0.23972603239566478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896219127","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17162842,0.0021572595,0.008534674,0.042516407,0.009025959,0.0005371551,0.00002910707,0.00028494475,0.7652861],"genre_scores_gemma":[0.91507775,0.0017549832,0.0069238353,0.004525714,0.0034621966,0.00006612717,0.00039187682,0.00004076154,0.06775675],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980666,0.000018886,0.0004904217,0.00045411204,0.0005813517,0.00038859874],"domain_scores_gemma":[0.9980709,0.00003787309,0.00034888304,0.00019973275,0.0013275751,0.000015015845],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006415727,0.0003104138,0.00017164413,0.0004909579,0.0004191814,0.00088603824,0.00058603316,0.0001116096,0.0046844687],"category_scores_gemma":[0.00008374341,0.00033167689,0.000082131766,0.0007085271,0.00048052953,0.0053233015,0.00036265948,0.00016872346,0.00262317],"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":[0.00010545164,0.00041901332,0.098363444,0.0010080284,0.00034941582,0.00001701495,0.00013794847,0.00026812532,0.000032236705,0.6936432,0.072161525,0.13349457],"study_design_scores_gemma":[0.0005249096,0.000026477821,0.26505286,0.00064360036,0.0000503747,0.0000031593343,0.00019456782,0.016822306,0.00010554962,0.008268333,0.7079915,0.0003164072],"about_ca_topic_score_codex":0.00018528674,"about_ca_topic_score_gemma":0.00016954402,"teacher_disagreement_score":0.74344933,"about_ca_system_score_codex":0.00013626475,"about_ca_system_score_gemma":0.000024157764,"threshold_uncertainty_score":0.9999135},"labels":[],"label_agreement":null},{"id":"W2896285651","doi":"10.1007/978-3-030-02302-7_26","title":"Conceptual Modeling to Support the “Larger Goal” Pivot – An Example from Netflix","year":2018,"lang":"en","type":"book-chapter","venue":"Lecture notes in business information processing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Software deployment; Focus (optics); Term (time); Computer science; Process management; Service (business); Goal orientation; Goal setting; Knowledge management; Operations research; Business; Marketing; Engineering; Management; Economics","score_opus":0.046944548524216076,"score_gpt":0.242532389799603,"score_spread":0.19558784127538692,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2896285651","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.016776074,0.00022187014,0.86847204,0.00282566,0.0029569424,0.0015678515,0.00004138049,0.0005852717,0.106552936],"genre_scores_gemma":[0.9665918,0.000016895612,0.0016280134,0.020255618,0.006382388,0.00007914721,0.0042811683,0.00014032843,0.0006246864],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971035,0.0000075922176,0.001216318,0.0005076633,0.00066419,0.0005007404],"domain_scores_gemma":[0.99628615,0.000057071353,0.0009325973,0.0005686264,0.0021300951,0.000025478626],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058743946,0.0006713108,0.0005345029,0.00078466936,0.0006003743,0.0017358907,0.00068539125,0.0006518967,0.0021056843],"category_scores_gemma":[0.00020670885,0.00053065334,0.000069472466,0.0009815936,0.00020250653,0.009132148,0.00024467421,0.00064214884,0.0006689478],"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":[0.0009690042,0.00013536804,0.00047301585,0.0015549028,0.00013423196,0.0000143289335,0.011624584,0.28267506,0.0002346394,0.14494382,0.0050355177,0.55220556],"study_design_scores_gemma":[0.0017544595,0.000044262702,0.0007078025,0.0016714071,0.00022131581,0.000008981021,0.00057792134,0.23453721,0.00008518418,0.09414782,0.6638096,0.00243405],"about_ca_topic_score_codex":0.0016336128,"about_ca_topic_score_gemma":0.0008528836,"teacher_disagreement_score":0.9498157,"about_ca_system_score_codex":0.0001128075,"about_ca_system_score_gemma":0.00026326565,"threshold_uncertainty_score":0.9997145},"labels":[],"label_agreement":null},{"id":"W2897114896","doi":"10.7202/1051674ar","title":"La construction de la légitimité des femmes entrepreneures : une approche transactionnelle1","year":2018,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.01949390017306854,"score_gpt":0.24643125451467632,"score_spread":0.22693735434160778,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897114896","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10923559,0.0003414206,0.10417237,0.014656653,0.0044762935,0.00035218307,0.000013186309,0.00023433888,0.76651794],"genre_scores_gemma":[0.9728161,0.00043378267,0.006947926,0.0009269684,0.002523026,0.00005769069,0.00012718966,0.00004180218,0.01612549],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99845564,0.000055716322,0.00038826227,0.00041238597,0.00035119886,0.000336766],"domain_scores_gemma":[0.9990356,0.00007227059,0.00024319885,0.00018070247,0.00044992237,0.000018335088],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006027565,0.00027262344,0.0001530112,0.00043024198,0.0003492331,0.00093106326,0.0003478871,0.0002089682,0.00301425],"category_scores_gemma":[0.00005638507,0.00030726084,0.00010212252,0.00079160853,0.0009706377,0.0018380175,0.00011322353,0.00024130977,0.0004694338],"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":[0.00017269366,0.00043463885,0.025031451,0.0006934067,0.00048358252,0.000052938667,0.00032312018,0.0004966617,0.00020416087,0.6825476,0.028267324,0.2612924],"study_design_scores_gemma":[0.0014109212,0.000022049835,0.06480337,0.0004817562,0.00027108283,0.00007738808,0.0032200995,0.0076124426,0.00049103016,0.078800224,0.84233534,0.00047426778],"about_ca_topic_score_codex":0.00043255516,"about_ca_topic_score_gemma":0.00005618619,"teacher_disagreement_score":0.8635805,"about_ca_system_score_codex":0.0001352983,"about_ca_system_score_gemma":0.00002329424,"threshold_uncertainty_score":0.99993795},"labels":[],"label_agreement":null},{"id":"W2897817178","doi":"10.3917/riges.433.0054","title":"Trois solutions pour un réseau plus innovateur","year":2018,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists; HEC Montréal; Centre de Santé et de Services Sociaux Cavendish","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.03602333325602469,"score_gpt":0.23988618461390074,"score_spread":0.20386285135787605,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2897817178","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.26563093,0.004175278,0.066609375,0.5907985,0.017772835,0.0008087211,0.000035455036,0.00071573356,0.053453196],"genre_scores_gemma":[0.98076105,0.00007992741,0.0008440903,0.0021922425,0.007126643,0.000020744446,0.0002689723,0.00004205056,0.008664269],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99834096,0.000030287498,0.00044967735,0.0003759897,0.0002420534,0.0005610536],"domain_scores_gemma":[0.9977998,0.00002528466,0.00031622945,0.0002829285,0.0015597345,0.00001600854],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005994617,0.0002670902,0.00020434425,0.0003813315,0.00074975594,0.00041951195,0.00019102855,0.0003309346,0.0024512599],"category_scores_gemma":[0.00029212324,0.00029712412,0.000050882616,0.0023564452,0.0002631901,0.0026854433,0.00013349728,0.00031426095,0.006177858],"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":[0.000081385086,0.00019116008,0.002790999,0.00028731604,0.000048739294,0.00001033459,0.000052269363,0.00017396543,0.0027439203,0.818732,0.08839828,0.086489595],"study_design_scores_gemma":[0.0015137,0.000071113456,0.15187196,0.0005524873,0.00021538591,0.000025466434,0.00016588303,0.033631034,0.0004684946,0.035625916,0.7751681,0.000690406],"about_ca_topic_score_codex":0.0018516814,"about_ca_topic_score_gemma":0.00022675487,"teacher_disagreement_score":0.78310615,"about_ca_system_score_codex":0.00017099087,"about_ca_system_score_gemma":0.00013709294,"threshold_uncertainty_score":0.9999481},"labels":[],"label_agreement":null},{"id":"W2898011012","doi":"10.3917/riges.433.0090","title":"Le défi des gazelles : comment piloter l’hypercroissance d’une entreprise ?","year":2018,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.029073597058191278,"score_gpt":0.23092829464955256,"score_spread":0.20185469759136127,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898011012","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32831898,0.0040844716,0.011871068,0.58222336,0.004438142,0.0005108734,0.000007289764,0.0002839164,0.0682619],"genre_scores_gemma":[0.9866511,0.00031602939,0.0006800161,0.003656694,0.0026027372,0.00001633566,0.00008855601,0.000032857228,0.005955647],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986961,0.000029185809,0.00034757322,0.00034779773,0.00018773341,0.0003916018],"domain_scores_gemma":[0.9987746,0.000028196348,0.00019510386,0.00027460654,0.00071084016,0.000016679542],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037477043,0.00023418368,0.00018020102,0.00014742232,0.00066220656,0.00036650736,0.0001617059,0.00018324611,0.0012355082],"category_scores_gemma":[0.00011434548,0.00025834833,0.00005254926,0.00086831703,0.0004916012,0.0022035032,0.00011343142,0.00018854946,0.0023442009],"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":[0.00023730512,0.0007995104,0.023762953,0.0011756482,0.00006421564,0.000018310051,0.000358768,0.00017133394,0.0059376475,0.56272966,0.2188817,0.18586296],"study_design_scores_gemma":[0.0006938732,0.000042990963,0.12415487,0.0005967514,0.00006881689,0.00000675839,0.00015937608,0.0023108213,0.00076746475,0.013102192,0.85776263,0.00033343426],"about_ca_topic_score_codex":0.00298349,"about_ca_topic_score_gemma":0.00030009518,"teacher_disagreement_score":0.6583321,"about_ca_system_score_codex":0.00006077635,"about_ca_system_score_gemma":0.000046899113,"threshold_uncertainty_score":0.9999869},"labels":[],"label_agreement":null},{"id":"W2898300088","doi":"10.3917/rsg.291.0089","title":"Entrée et dynamique de coopération entre acteurs de projets automobiles","year":2018,"lang":"fr","type":"article","venue":"˜La œRevue des sciences de gestion/˜La œRevue des sciences de gestion, Direction et gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Chemistry; Philosophy","score_opus":0.07966890822202227,"score_gpt":0.31434747475591207,"score_spread":0.2346785665338898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898300088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70761776,0.0024068607,0.20004076,0.05613585,0.0046361573,0.0015617381,0.0000552658,0.00139644,0.026149154],"genre_scores_gemma":[0.9622779,0.001993832,0.027337188,0.0020068393,0.0020018637,0.0002820953,0.00018193161,0.000088568646,0.0038298112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99210244,0.0019904827,0.0012763102,0.0017782169,0.0009247497,0.0019278061],"domain_scores_gemma":[0.9945244,0.0011196758,0.0013077215,0.0005011566,0.0022966044,0.00025045135],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.015504777,0.00092241605,0.00061177235,0.0016665192,0.0056542708,0.004198084,0.0011159098,0.0012385778,0.0005790546],"category_scores_gemma":[0.005454685,0.0010234349,0.00025087738,0.0074856444,0.009665901,0.010641441,0.0002499134,0.0012157385,0.00023772579],"study_design_candidate":"simulation_or_modeling","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":[0.00020207149,0.0014676447,0.19400585,0.002031523,0.0000819313,0.000087506574,0.0068307943,0.29294983,0.012799975,0.4336134,0.00640503,0.049524456],"study_design_scores_gemma":[0.0006145641,0.00044908348,0.44518486,0.0032095828,0.00025540715,0.0018452889,0.0010656677,0.4780449,0.00059989747,0.054823816,0.012804092,0.0011028452],"about_ca_topic_score_codex":0.004805359,"about_ca_topic_score_gemma":0.006164527,"teacher_disagreement_score":0.37878957,"about_ca_system_score_codex":0.0023134875,"about_ca_system_score_gemma":0.0021332477,"threshold_uncertainty_score":0.9992216},"labels":[],"label_agreement":null},{"id":"W2898626521","doi":"10.1007/978-3-030-01391-2_31","title":"Conceptual Modeling to Support Pivoting – An Example from Twitter","year":2018,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Software engineering; Human–computer interaction","score_opus":0.07932423402869508,"score_gpt":0.25935707869717944,"score_spread":0.18003284466848435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898626521","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.042914186,0.000011620621,0.94812876,0.00028849393,0.0018669871,0.00025624916,0.0000022362335,0.00012502469,0.006406467],"genre_scores_gemma":[0.95178,7.4243263e-7,0.029582828,0.011641352,0.006647679,0.0000058394116,0.00011614275,0.0000515417,0.00017387861],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9974698,0.0000040798923,0.0004602202,0.0010718832,0.0005346809,0.00045933583],"domain_scores_gemma":[0.9985929,0.000047942638,0.000234699,0.00054978224,0.0005468083,0.000027866896],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005612184,0.0003844759,0.0003455693,0.00064097875,0.00028584903,0.0008169944,0.0009026775,0.00024222824,0.001026448],"category_scores_gemma":[0.000035418194,0.00036333926,0.000046866848,0.0005524538,0.00034351496,0.0017173013,0.0005258253,0.00038178332,0.00034195906],"study_design_candidate":"simulation_or_modeling","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":[0.00017225412,0.00014277447,0.0013261893,0.00015250001,0.000055498826,0.00012519234,0.0065996978,0.38619024,0.002802469,0.1072471,0.0013696438,0.49381644],"study_design_scores_gemma":[0.00040129022,0.00007771453,0.00014500537,0.00035851588,0.000024032342,0.0000036561441,0.000008042737,0.866887,0.0002119376,0.12022151,0.010655381,0.0010059605],"about_ca_topic_score_codex":0.0015169288,"about_ca_topic_score_gemma":0.0005536882,"teacher_disagreement_score":0.9185459,"about_ca_system_score_codex":0.000073011346,"about_ca_system_score_gemma":0.00012509433,"threshold_uncertainty_score":0.99988675},"labels":[],"label_agreement":null},{"id":"W2898665746","doi":"","title":"L'opérationnalisation de l'alignement stratégique des technologies de l'information dans les OSBL : une proposition de cadre d'action","year":2018,"lang":"fr","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Sociology; Art","score_opus":0.02624079351826831,"score_gpt":0.2520831676451745,"score_spread":0.22584237412690622,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2898665746","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27020147,0.00019204586,0.6831641,0.014943735,0.0004784391,0.00056940125,0.000007093854,0.00059582066,0.029847886],"genre_scores_gemma":[0.98674816,0.00017446763,0.009798737,0.0006287716,0.00089088414,0.00009951175,0.0003460376,0.000023874263,0.0012895379],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99832594,0.000052566287,0.0005779655,0.00024003703,0.00025529775,0.00054819905],"domain_scores_gemma":[0.9980381,0.000018663268,0.00046765158,0.0002146599,0.0012433564,0.000017584041],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008993525,0.00029204128,0.00016160545,0.00041803153,0.0010455837,0.000891603,0.00018796265,0.0005024331,0.0005879013],"category_scores_gemma":[0.00019133491,0.00030474723,0.000060565548,0.0014188159,0.00044886602,0.008158441,0.00007789076,0.00024869078,0.00023084877],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016634134,0.00030827476,0.04712914,0.0019082121,0.00009110574,0.0000047902017,0.0025050025,0.0013023601,0.05099051,0.64356655,0.010454049,0.24157368],"study_design_scores_gemma":[0.0018260876,0.00039860318,0.2696669,0.0014425651,0.00052131055,0.00010396287,0.057980016,0.135041,0.20512757,0.2541165,0.07222073,0.001554761],"about_ca_topic_score_codex":0.0111298505,"about_ca_topic_score_gemma":0.006552108,"teacher_disagreement_score":0.7165467,"about_ca_system_score_codex":0.00083625334,"about_ca_system_score_gemma":0.000282492,"threshold_uncertainty_score":0.99994045},"labels":[],"label_agreement":null},{"id":"W2899385638","doi":"","title":"Innovating through standardization: How Google Leverages the Value of Open Digital Platforms","year":2018,"lang":"en","type":"article","venue":"Journal of the Association for Information Systems","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Standardization; Computer science; Value (mathematics); World Wide Web; Open platform; Digital library; Operating system; Software","score_opus":0.03007632394862631,"score_gpt":0.2576040849070223,"score_spread":0.227527760958396,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899385638","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4693502,0.00010747939,0.29035732,0.027852833,0.019462993,0.0049594864,0.00030701578,0.00011618903,0.18748651],"genre_scores_gemma":[0.99755436,0.0000015696068,0.00013923137,0.00058737234,0.0012425842,0.000008810761,0.00003436233,0.000007828255,0.00042387456],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983273,0.000008042627,0.0008887077,0.000045241348,0.0006025251,0.00012814948],"domain_scores_gemma":[0.99021465,0.000088514695,0.0052089714,0.0001436487,0.0043405495,0.0000036702402],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0021580583,0.00009789299,0.00021260117,0.00012737229,0.00046275603,0.001991612,0.00057902955,0.000082795734,0.000004807668],"category_scores_gemma":[0.0012002139,0.000054611537,0.00008963241,0.0010822567,0.000034674806,0.016742768,0.000129749,0.00011499362,0.000008919971],"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":[0.00014678338,0.00003529221,0.025682347,0.0002898424,0.00023774257,5.50798e-8,0.0012038677,0.0037775612,0.000086218955,0.888334,0.07658328,0.0036230488],"study_design_scores_gemma":[0.0021767076,0.00006974666,0.017858416,0.00037326297,0.00009001861,0.0000103794155,0.003794586,0.009855171,0.0005404462,0.013966153,0.9510352,0.00022988144],"about_ca_topic_score_codex":0.000029434947,"about_ca_topic_score_gemma":0.000002373426,"teacher_disagreement_score":0.87445194,"about_ca_system_score_codex":0.00015083223,"about_ca_system_score_gemma":0.00009625856,"threshold_uncertainty_score":0.9990444},"labels":[],"label_agreement":null},{"id":"W2899526062","doi":"10.7202/1052685ar","title":"Convergences ou divergences de vues ? L’effet sur l’innovation des différences de perception entre gouvernance et entreprises d’un technopôle","year":2018,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.020408236310806183,"score_gpt":0.25080104718037827,"score_spread":0.23039281086957208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899526062","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.890133,0.00067804515,0.029424995,0.017214816,0.0067199054,0.00046890546,0.000041467327,0.00028309543,0.055035718],"genre_scores_gemma":[0.9745776,0.0023266787,0.004297288,0.0020248452,0.00179268,0.0000732518,0.00027509767,0.000030544754,0.014602024],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974677,0.000043569155,0.00065545365,0.00059763546,0.00066118187,0.00057449087],"domain_scores_gemma":[0.99785507,0.000047477628,0.0006410313,0.00023468149,0.0012006261,0.000021100817],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010054049,0.00037776478,0.0002200998,0.00063692697,0.00056642434,0.00086227537,0.0007779114,0.00018163065,0.011435397],"category_scores_gemma":[0.00020323483,0.00039860094,0.000092624694,0.001582512,0.0005689673,0.0039248127,0.0004129491,0.00020908866,0.0008051206],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010475401,0.0004903053,0.46841958,0.0005178093,0.00032221325,0.000030005494,0.0005824276,0.00018897186,0.0007455516,0.3760085,0.030586557,0.122003324],"study_design_scores_gemma":[0.00087553466,0.00005854008,0.67577976,0.0009144689,0.00019594151,0.000009733184,0.003533157,0.019297587,0.001010945,0.054799292,0.24283965,0.00068538275],"about_ca_topic_score_codex":0.0013217368,"about_ca_topic_score_gemma":0.00034776336,"teacher_disagreement_score":0.32120922,"about_ca_system_score_codex":0.00028285512,"about_ca_system_score_gemma":0.000057408804,"threshold_uncertainty_score":0.9999729},"labels":[],"label_agreement":null},{"id":"W2899702288","doi":"","title":"The successful use of cooperative purchasing in North-American professional sport leagues.","year":2017,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"HEC Montréal","funders":"","keywords":"Purchasing; Coopetition; League; Order (exchange); Marketing; Pooling; Business; Knowledge management; Computer science; Economics; Artificial intelligence; Incentive","score_opus":0.02805949802315381,"score_gpt":0.25100570633905817,"score_spread":0.22294620831590437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2899702288","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9739253,0.00014115505,0.0023576913,0.011109422,0.00048481667,0.0005525155,0.00001616793,0.00007576225,0.011337156],"genre_scores_gemma":[0.99582815,0.0001807341,0.0012661491,0.0001258806,0.00008583829,0.000043022894,0.0005734973,0.000033535664,0.0018631825],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99773103,0.0003802316,0.000675076,0.0005066981,0.00040346727,0.0003035043],"domain_scores_gemma":[0.99268574,0.00042475032,0.0017011419,0.0014085347,0.0037626028,0.000017239074],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0031782817,0.00028765653,0.00040304376,0.00026613567,0.00078051526,0.0010955973,0.0011637448,0.00014106462,0.000026858244],"category_scores_gemma":[0.0015537025,0.00023855566,0.00010081363,0.00075461366,0.00068514294,0.0010012808,0.0012681661,0.0007075839,0.00001463541],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000117419455,0.0008476523,0.6381109,0.00048800357,0.000093540926,0.000011456127,0.0014708498,0.0007738167,0.00028507365,0.2621155,0.0011382775,0.09454754],"study_design_scores_gemma":[0.00057759386,3.2097557e-7,0.9251197,0.0022895334,0.0000504481,0.0000018168764,0.0003360435,0.021762593,0.0016959381,0.0018109292,0.045733795,0.000621319],"about_ca_topic_score_codex":0.009857952,"about_ca_topic_score_gemma":0.030600779,"teacher_disagreement_score":0.28700882,"about_ca_system_score_codex":0.000057539608,"about_ca_system_score_gemma":0.00027609878,"threshold_uncertainty_score":0.99994135},"labels":[],"label_agreement":null},{"id":"W2900604269","doi":"10.7202/1052771ar","title":"L’innovation-valeur comme dynamique stratégique. Le cas du Pentathlon Moderne","year":2018,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.03169921295233113,"score_gpt":0.26599549740099965,"score_spread":0.2342962844486685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2900604269","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.069713034,0.00028088904,0.12411394,0.10525025,0.013533781,0.00086367683,0.00006764682,0.00030207148,0.6858747],"genre_scores_gemma":[0.94902986,0.00018504423,0.0022040643,0.008258471,0.00525939,0.00007260132,0.0014965871,0.00007429432,0.03341968],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99727046,0.000026929096,0.00088508555,0.0006587714,0.0006460637,0.0005126803],"domain_scores_gemma":[0.9970698,0.000028866969,0.00060000323,0.0004142468,0.0018676047,0.000019519772],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008186898,0.00043782714,0.0002621137,0.0009627101,0.0005099508,0.0012061415,0.0008250537,0.00020111458,0.004192251],"category_scores_gemma":[0.00006224153,0.00051860814,0.00010109442,0.0016197372,0.00031728344,0.003952338,0.00056681794,0.00031201175,0.002134866],"study_design_candidate":"theoretical_or_conceptual","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":[0.00010145517,0.00054899254,0.01455043,0.00037529194,0.00032097005,0.00007379874,0.00005588196,0.00021464462,0.000097354685,0.86436445,0.10398199,0.01531475],"study_design_scores_gemma":[0.00215961,0.000049512073,0.114445224,0.0004269442,0.00014760518,0.000023317929,0.0005759049,0.08893319,0.00016405607,0.060055967,0.73220956,0.0008091151],"about_ca_topic_score_codex":0.0016240724,"about_ca_topic_score_gemma":0.00039287424,"teacher_disagreement_score":0.87931687,"about_ca_system_score_codex":0.0002625027,"about_ca_system_score_gemma":0.000055966113,"threshold_uncertainty_score":0.9998307},"labels":[],"label_agreement":null},{"id":"W2901057655","doi":"10.5465/ambpp.2012.17458abstract","title":"Jumping In, but Easing Out","year":2012,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"McGill University","funders":"","keywords":"Abandonment (legal); Diversification (marketing strategy); Economics; Political science; Economy; Business; Marketing; Law","score_opus":0.04615848377354324,"score_gpt":0.26371922277573784,"score_spread":0.2175607390021946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901057655","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7922057,0.0001406961,0.00015235409,0.0025520467,0.00025701034,0.0003513574,2.665472e-7,0.00012556925,0.20421503],"genre_scores_gemma":[0.9957923,0.000034766144,0.000534853,0.002265963,0.00081847893,0.000026465332,0.000004138679,0.000025171132,0.00049781014],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9985594,0.000001568612,0.00044949507,0.00023382512,0.000297856,0.00045783608],"domain_scores_gemma":[0.99951684,0.000007802481,0.00034265954,0.000046437282,0.00007525088,0.000010992875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007900331,0.00018408593,0.00020536323,0.0006585236,0.00009365581,0.000105595514,0.00027281494,0.00011747659,0.00007490687],"category_scores_gemma":[0.000037443264,0.00018822477,0.00004451077,0.0009678089,0.000053028718,0.004805968,0.00022171519,0.0002141074,0.00013967196],"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":[0.000048508908,0.00015155357,0.17743336,0.0015826864,0.000041374642,7.148945e-7,0.00013069391,0.000009050397,0.0021360188,0.79424536,0.0052628214,0.01895788],"study_design_scores_gemma":[0.0012324736,0.0000066552,0.78408307,0.00059820444,0.00012532902,0.0000020099906,0.001722776,0.0007566413,0.0022184672,0.012294901,0.1963191,0.00064039044],"about_ca_topic_score_codex":0.000027481681,"about_ca_topic_score_gemma":4.723618e-7,"teacher_disagreement_score":0.7819504,"about_ca_system_score_codex":0.000032499032,"about_ca_system_score_gemma":0.0000021914907,"threshold_uncertainty_score":0.7675584},"labels":[],"label_agreement":null},{"id":"W2901277865","doi":"10.7202/1052768ar","title":"Le rôle des routines dans la construction des capacités dynamiques : le cas d’une entreprise dans le secteur touristique","year":2018,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Physics; Political science; Philosophy","score_opus":0.012960726823666328,"score_gpt":0.22738612466552477,"score_spread":0.21442539784185843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901277865","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4993491,0.0001504745,0.11187323,0.007898247,0.002411391,0.00033282387,0.00003127822,0.0002244818,0.377729],"genre_scores_gemma":[0.97858256,0.00020123269,0.004649914,0.00024799016,0.0017605512,0.000058566402,0.0004106268,0.000058442078,0.014030124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979036,0.000063980195,0.0006133905,0.00058835075,0.00037996576,0.00045072613],"domain_scores_gemma":[0.9982057,0.000038957285,0.0004211938,0.00030342088,0.0010024549,0.00002825006],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005402029,0.0003879308,0.000247376,0.00045275677,0.0009596206,0.00093287544,0.00050995627,0.00018620136,0.00046772885],"category_scores_gemma":[0.00009058222,0.00045692327,0.00012517965,0.0008791111,0.0015786866,0.0033569743,0.00037759668,0.00022537682,0.00020741846],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009382171,0.0005018251,0.06626546,0.0005775915,0.00035296506,0.00008931295,0.00085355586,0.00028042772,0.0007739572,0.90255874,0.003889993,0.02376236],"study_design_scores_gemma":[0.0034024476,0.00007218269,0.40631825,0.0014568171,0.0003387888,0.00017280062,0.037160523,0.026554894,0.0050874557,0.19246697,0.3254449,0.0015239601],"about_ca_topic_score_codex":0.022171887,"about_ca_topic_score_gemma":0.0098686665,"teacher_disagreement_score":0.71009177,"about_ca_system_score_codex":0.00024685526,"about_ca_system_score_gemma":0.00009430925,"threshold_uncertainty_score":0.9997882},"labels":[],"label_agreement":null},{"id":"W2901388589","doi":"10.1522/revueot.v12n2.747","title":"Les équipements d’érablière CDL inc. : le succès d’un essaimage stratégique","year":2003,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science","score_opus":0.01872489480978316,"score_gpt":0.22227320892154392,"score_spread":0.20354831411176078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901388589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.521626,0.010514618,0.01904076,0.16762295,0.0070488206,0.0024276644,0.00021529553,0.0010269529,0.27047697],"genre_scores_gemma":[0.9782086,0.00016485967,0.0030104462,0.00080622797,0.0015404992,0.000058052952,0.0005112308,0.00012138557,0.015578674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973532,0.00011950014,0.0008880669,0.0006547717,0.00032013556,0.0006643586],"domain_scores_gemma":[0.99808574,0.00007046856,0.0005481673,0.00059862935,0.0006554002,0.00004158204],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000579811,0.0005246966,0.0004291342,0.00047297252,0.0014387374,0.0011513045,0.00042035352,0.0004438994,0.0048645083],"category_scores_gemma":[0.00032098705,0.00062513753,0.00011996842,0.0016358197,0.0002756287,0.0037675407,0.00012728029,0.0005067693,0.0005602009],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019956105,0.0012371079,0.07587522,0.0016534268,0.0002009496,0.000066561595,0.0004578161,0.00015821606,0.005423767,0.83073163,0.029969277,0.054206062],"study_design_scores_gemma":[0.0010116273,0.000028209259,0.03845824,0.0005053227,0.00020925277,0.000037737092,0.0010601338,0.00044238413,0.0022677328,0.017050413,0.93811756,0.0008113922],"about_ca_topic_score_codex":0.022247992,"about_ca_topic_score_gemma":0.0021451286,"teacher_disagreement_score":0.9081483,"about_ca_system_score_codex":0.00041058226,"about_ca_system_score_gemma":0.0005323832,"threshold_uncertainty_score":0.9998856},"labels":[],"label_agreement":null},{"id":"W2901704105","doi":"10.1522/revueot.v14n1.650","title":"La cybercommunication et son intégration dans le plan stratégique","year":2005,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"INT; Humanities; Political science; Philosophy; Art; Computer science; Programming language","score_opus":0.019330286530436103,"score_gpt":0.23453549518873076,"score_spread":0.21520520865829465,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901704105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46169502,0.002502969,0.028593551,0.42751017,0.0009911606,0.000865695,0.000060185466,0.00054781686,0.07723345],"genre_scores_gemma":[0.9858624,0.00032592876,0.0046469076,0.0011959746,0.001925396,0.000049362705,0.0011560466,0.00007261125,0.004765396],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830544,0.00017138346,0.00065010204,0.00036841043,0.00019221623,0.00031241926],"domain_scores_gemma":[0.99851567,0.00010252103,0.000442868,0.0005691911,0.00034747345,0.000022261884],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006941169,0.00031660817,0.00024951654,0.00032788853,0.00071116874,0.0009119847,0.00039439934,0.0003917144,0.00043770336],"category_scores_gemma":[0.00016699459,0.00038175713,0.00008164145,0.0008865675,0.00021335653,0.005039747,0.0001290613,0.0005061074,0.00039064125],"study_design_candidate":"not_applicable","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":[0.000022184733,0.0008506838,0.01700296,0.0005647581,0.00007436423,0.000006857105,0.0030016282,0.0013984215,0.014096181,0.8088042,0.017543033,0.1366347],"study_design_scores_gemma":[0.00054690323,0.000019361814,0.15537009,0.00056134147,0.00011827032,0.00003935222,0.001249221,0.0061516576,0.0014846062,0.0071674036,0.82676524,0.0005265633],"about_ca_topic_score_codex":0.01622637,"about_ca_topic_score_gemma":0.019932713,"teacher_disagreement_score":0.8092222,"about_ca_system_score_codex":0.0004982947,"about_ca_system_score_gemma":0.00044727785,"threshold_uncertainty_score":0.99986345},"labels":[],"label_agreement":null},{"id":"W2901902336","doi":"10.5465/ambpp.2012.17262symposium","title":"What can Organisation and Management Theory Learn from the Economies of Worth Framework?","year":2012,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"HEC Montréal; University of Toronto","funders":"","keywords":"Legitimacy; Context (archaeology); Sociology; Variety (cybernetics); Praxis; New institutionalism; Political science; Management; Public relations; Economics; Law; Computer science","score_opus":0.022644460862175537,"score_gpt":0.2305550498548711,"score_spread":0.20791058899269557,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901902336","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97024393,0.000725059,0.00031768615,0.007905354,0.0003307641,0.0006626246,0.000001860806,0.00007485607,0.01973785],"genre_scores_gemma":[0.9940779,0.0013890902,0.0006505897,0.0029730299,0.0005064945,0.000031836324,0.00001282293,0.000024000226,0.00033421075],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99884963,0.000005362768,0.0004086918,0.00023929222,0.000236888,0.00026015152],"domain_scores_gemma":[0.99926764,0.000050328905,0.0005208083,0.00008894531,0.00006148924,0.000010807502],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00084846374,0.00018933497,0.00020564867,0.00019898557,0.00015138858,0.0002230421,0.00031723874,0.00011358993,0.00017623327],"category_scores_gemma":[0.000024914218,0.00015104958,0.00003814757,0.00045915914,0.00015442338,0.0036550346,0.00034384697,0.00018073173,0.000023019049],"study_design_candidate":"theoretical_or_conceptual","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":[0.000049551014,0.000047759026,0.04670067,0.0005900652,0.0001606135,9.837252e-8,0.00048754024,0.000004099322,0.00006736835,0.9205121,0.001698042,0.029682124],"study_design_scores_gemma":[0.0005539612,0.000008994127,0.74666095,0.00053615856,0.0004178474,4.940761e-7,0.016150165,0.00009586167,0.00074064144,0.17420883,0.0602903,0.0003357857],"about_ca_topic_score_codex":0.000031572126,"about_ca_topic_score_gemma":0.0000012770029,"teacher_disagreement_score":0.7463032,"about_ca_system_score_codex":0.000018441058,"about_ca_system_score_gemma":0.0000019412084,"threshold_uncertainty_score":0.61596227},"labels":[],"label_agreement":null},{"id":"W2901981541","doi":"10.4000/books.pur.63036","title":"Dynamiques inter-organisationnelles d’innovation au sein du cluster montréalais de l’aéronautique","year":2016,"lang":"fr","type":"book-chapter","venue":"Presses universitaires de Rennes eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Sociology","score_opus":0.016227544426383484,"score_gpt":0.20203122748619065,"score_spread":0.18580368305980716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2901981541","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030596927,0.0005538072,0.07786626,0.025499053,0.0011330707,0.0010094214,0.00008357162,0.00059034245,0.86266756],"genre_scores_gemma":[0.9667589,0.00030374475,0.00048176156,0.0009121976,0.0019519945,0.000016989548,0.0003424445,0.00016412415,0.029067863],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99731994,0.000063296065,0.0007879575,0.00074115704,0.0003105595,0.0007770689],"domain_scores_gemma":[0.99660975,0.00021823813,0.001085092,0.00050703675,0.0015328166,0.000047049765],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005427655,0.00082254485,0.00056835543,0.001146882,0.00079767074,0.00045568994,0.0006470519,0.0008866738,0.0011745073],"category_scores_gemma":[0.00019216895,0.00082853046,0.00020671729,0.00022104719,0.0005306652,0.0022115945,0.0005990943,0.00048711302,0.00022968597],"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":[0.00034811292,0.000059218284,0.004564125,0.0012811853,0.00034952926,0.00009106471,0.00029422832,0.00012307568,0.0022715912,0.9408868,0.004374701,0.045356356],"study_design_scores_gemma":[0.0031955068,0.00015674745,0.009527666,0.007187007,0.0013579363,0.000098732744,0.0010664889,0.009666905,0.0016853062,0.4868098,0.47615126,0.003096638],"about_ca_topic_score_codex":0.0015669117,"about_ca_topic_score_gemma":0.0024227314,"teacher_disagreement_score":0.93616194,"about_ca_system_score_codex":0.0010193565,"about_ca_system_score_gemma":0.00039895542,"threshold_uncertainty_score":0.9997386},"labels":[],"label_agreement":null},{"id":"W2902916611","doi":"","title":"Business combinations accounting and conceptual framework: what should be converged?","year":2009,"lang":"en","type":"article","venue":"Accounting","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Accounting; Computer science; Business; Process management","score_opus":0.040385405432193724,"score_gpt":0.2631082347455647,"score_spread":0.222722829313371,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2902916611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94701695,0.0006050251,0.0032376174,0.03428009,0.0018223458,0.00043866824,0.000002174156,0.00057557505,0.012021575],"genre_scores_gemma":[0.96917844,0.00008413645,0.0005192335,0.028410226,0.0015680563,0.000014538479,0.000094747316,0.000039893846,0.00009072836],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979022,0.00001058541,0.0005540253,0.0005167121,0.00044630002,0.00057016424],"domain_scores_gemma":[0.9979884,0.00012671015,0.0004857872,0.00030636435,0.0010761282,0.00001660279],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0006581948,0.0003619831,0.00034565048,0.00040538367,0.00082137086,0.0026718567,0.00032273977,0.00028569245,0.0002977213],"category_scores_gemma":[0.00061371265,0.00037028335,0.00005616855,0.0019547257,0.00019918675,0.013197714,0.00016033436,0.00045511292,0.000111849564],"study_design_candidate":"theoretical_or_conceptual","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":[0.00003706153,0.00021595872,0.035861634,0.00016843637,0.000038900267,0.000014678897,0.00027015767,0.000097818156,0.001670338,0.91496277,0.004377005,0.042285256],"study_design_scores_gemma":[0.0034243185,0.000037135207,0.68129593,0.0014389621,0.00029621832,0.00003061565,0.009928261,0.013872806,0.0003991318,0.10299729,0.183743,0.002536313],"about_ca_topic_score_codex":0.0002085753,"about_ca_topic_score_gemma":0.000018855402,"teacher_disagreement_score":0.81196547,"about_ca_system_score_codex":0.00003426959,"about_ca_system_score_gemma":0.000044065066,"threshold_uncertainty_score":0.9998749},"labels":[],"label_agreement":null},{"id":"W290453471","doi":"","title":"Proximity, distance and diversity : issues on economic interation [i.e. interaction] and local development","year":2005,"lang":"en","type":"book","venue":"Ashgate eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"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":"Embeddedness; Economic geography; Industrial district; Local economic development; Diversity (politics); Economy; Business cluster; Geography; Political science; Sociology; Economics; Economic growth","score_opus":0.02319091271882856,"score_gpt":0.222389715202479,"score_spread":0.19919880248365043,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W290453471","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026735445,0.00011304202,0.0012164381,0.0012315664,0.0009319473,0.00060200156,0.0000069258267,0.00017337826,0.96898925],"genre_scores_gemma":[0.6715164,0.000026561085,0.00011802058,0.0010829399,0.0015330107,0.000014076556,0.00023122021,0.0000417282,0.32543606],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990852,0.000004895332,0.0002761017,0.00037024711,0.000116753785,0.00014679866],"domain_scores_gemma":[0.99949026,0.000012770664,0.00027928877,0.00012173465,0.00008559267,0.000010336986],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013863215,0.00026883575,0.00022383528,0.00020425461,0.00038807615,0.0003425649,0.00010095458,0.00016357195,0.00008001263],"category_scores_gemma":[0.000005093391,0.00026060166,0.000023385252,0.000019476623,0.00011146364,0.00081917975,0.00035510887,0.00024336658,0.00015682299],"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":[0.0003206159,0.00005566854,0.0009869622,0.00088133424,0.00017302719,0.000015497133,0.00061822566,0.00009420156,0.000015539976,0.5053638,0.03828997,0.45318514],"study_design_scores_gemma":[0.00039398557,0.000016207176,0.0024322814,0.00041578585,0.000047020592,0.000003077669,0.00007804791,0.0010863782,0.000080504185,0.007880441,0.9871019,0.00046434422],"about_ca_topic_score_codex":0.000077426324,"about_ca_topic_score_gemma":0.0005737714,"teacher_disagreement_score":0.94881195,"about_ca_system_score_codex":0.00018252278,"about_ca_system_score_gemma":0.000054758828,"threshold_uncertainty_score":0.9999846},"labels":[],"label_agreement":null},{"id":"W2904644437","doi":"10.3917/riges.434.0056","title":"Évolution technologique à vitesse grand V – Comment rester dans la course ?","year":2018,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.01633098625583766,"score_gpt":0.23585819922890278,"score_spread":0.21952721297306513,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904644437","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4513502,0.002068563,0.035610262,0.4516823,0.0071404246,0.0009729516,0.000018292947,0.00077602966,0.050380982],"genre_scores_gemma":[0.99228376,0.00011493263,0.00039808126,0.001966835,0.0019187529,0.000034000932,0.00015221207,0.000029635296,0.0031018099],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987354,0.000053513777,0.00033567232,0.0003302236,0.00019965113,0.00034549684],"domain_scores_gemma":[0.998713,0.00004446092,0.000277855,0.00029489715,0.0006577512,0.0000120227705],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007819017,0.00023680988,0.00016841029,0.00021174263,0.00039443828,0.0003421855,0.00016895504,0.0005369878,0.00024331959],"category_scores_gemma":[0.00019562214,0.00024566305,0.000045106226,0.0009790204,0.00063889625,0.0019293404,0.00009403085,0.0003427718,0.00079395063],"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":[0.00017486373,0.000632926,0.03756351,0.000551177,0.000051446576,0.000028232214,0.00012918272,0.00010584755,0.0047818124,0.8250451,0.067656696,0.06327921],"study_design_scores_gemma":[0.00086922036,0.00008240179,0.21039806,0.000835831,0.00017831844,0.000026811627,0.0002555239,0.005470191,0.0009674466,0.010932713,0.76955664,0.0004268109],"about_ca_topic_score_codex":0.0006380591,"about_ca_topic_score_gemma":0.00036799288,"teacher_disagreement_score":0.81411237,"about_ca_system_score_codex":0.00011969137,"about_ca_system_score_gemma":0.000045605942,"threshold_uncertainty_score":0.9999996},"labels":[],"label_agreement":null},{"id":"W2904908083","doi":"10.4000/communication.7754","title":"Francine CHAREST, Christophe ALCANTARA, Alain LAVIGNE et Charles MOUMOUNI (dir.) (2017), E-réputation et influenceurs dans les médias sociaux. Nouveaux enjeux pour les organisations","year":2018,"lang":"fr","type":"article","venue":"Communication","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.07487513758741678,"score_gpt":0.32213342812531165,"score_spread":0.2472582905378949,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904908083","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68956625,0.04546903,0.01961312,0.2120402,0.0014379632,0.0014895535,0.00015744277,0.00065526715,0.02957119],"genre_scores_gemma":[0.98136264,0.006554671,0.0021135714,0.0040897448,0.0010700377,0.0001008953,0.002461693,0.00010336237,0.0021433881],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9973548,0.00032366093,0.00088567304,0.00050721725,0.00043118486,0.0004974391],"domain_scores_gemma":[0.99508655,0.00021739432,0.0010653334,0.0011547743,0.0024377857,0.000038149978],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0014087411,0.0004984766,0.00040488146,0.00039463674,0.001807624,0.0006435399,0.00095189654,0.00045184055,0.0018544166],"category_scores_gemma":[0.0006708124,0.00056543795,0.00011246846,0.0014329301,0.0007266982,0.003817701,0.0003857872,0.00068938197,0.0008598623],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021152908,0.0016607051,0.08329031,0.0014111875,0.00033463538,0.0000112837815,0.012160188,0.0011831422,0.045701593,0.59833974,0.1801774,0.075518265],"study_design_scores_gemma":[0.0017613053,0.00007738137,0.7209361,0.0012587474,0.00034160577,0.000015239542,0.008027779,0.011213898,0.0012400458,0.014100186,0.23990338,0.0011242953],"about_ca_topic_score_codex":0.013354828,"about_ca_topic_score_gemma":0.0061848364,"teacher_disagreement_score":0.63764584,"about_ca_system_score_codex":0.00027633077,"about_ca_system_score_gemma":0.0004014009,"threshold_uncertainty_score":0.9999181},"labels":[],"label_agreement":null},{"id":"W2904939066","doi":"10.1007/978-3-030-04840-2_7","title":"Generating Win-Win Strategies for Software Businesses Under Coopetition: A Strategic Modeling Approach","year":2018,"lang":"en","type":"book-chapter","venue":"Lecture notes in business information processing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coopetition; Business; Software; Process management; Industrial organization; Knowledge management; Computer science; Game theory; Economics; Microeconomics","score_opus":0.04404899121854138,"score_gpt":0.2407995771135494,"score_spread":0.19675058589500802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2904939066","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010734744,0.00048466396,0.94587815,0.00062747824,0.00075735897,0.0011183659,0.000031434272,0.000491676,0.049537398],"genre_scores_gemma":[0.89180857,0.00012124004,0.06977265,0.010338458,0.01159094,0.0005892663,0.01434,0.00052263495,0.0009162421],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9962974,0.000008647375,0.001658807,0.000690492,0.0006626951,0.0006819099],"domain_scores_gemma":[0.99276537,0.00007755298,0.0015715238,0.00043319765,0.0051298165,0.000022560884],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00058041833,0.0010428805,0.00084315747,0.0014580338,0.00089758623,0.003740553,0.00051499065,0.0010680432,0.00034355107],"category_scores_gemma":[0.00031012835,0.0010037943,0.0001346487,0.0014499772,0.00022869947,0.012740044,0.00016530431,0.000662583,0.000084014675],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018759642,0.00005680167,0.000016313475,0.009047779,0.000050525858,0.0000027468427,0.00024336684,0.82865953,0.000050386916,0.14034818,0.00016931868,0.021167437],"study_design_scores_gemma":[0.0012840142,0.00001716447,0.00002690177,0.00244822,0.00017542,0.000019353944,0.00042395265,0.6985896,0.000019199091,0.28641748,0.008905968,0.0016726861],"about_ca_topic_score_codex":0.00009879633,"about_ca_topic_score_gemma":0.00014197674,"teacher_disagreement_score":0.8907351,"about_ca_system_score_codex":0.0001902477,"about_ca_system_score_gemma":0.0008788846,"threshold_uncertainty_score":0.99924123},"labels":[],"label_agreement":null},{"id":"W2905429664","doi":"10.7202/1053691ar","title":"Une relecture du Ba d’Ikujiro Nonaka par l’Ecole de la proximité. Le cas d’un échec de conversion de connaissances entre la France et la Chine","year":2018,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.005891355658636624,"score_gpt":0.23052171098638033,"score_spread":0.2246303553277437,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2905429664","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.36670858,0.0006769186,0.030007824,0.05647133,0.0020518578,0.00058801804,0.000028329197,0.00021419898,0.54325294],"genre_scores_gemma":[0.97994256,0.00044238855,0.0020461697,0.0064787976,0.0016655023,0.00005687415,0.00021311082,0.000047976097,0.009106629],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981927,0.000125651,0.00038648088,0.0004481751,0.00038810077,0.0004588634],"domain_scores_gemma":[0.9988865,0.00012942593,0.00036563174,0.00020295559,0.00038545488,0.000029980363],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001347899,0.00033332867,0.00021646002,0.00027075227,0.00038071114,0.00075536245,0.0005427915,0.0002708134,0.0013520278],"category_scores_gemma":[0.00012561916,0.00035962398,0.000096938995,0.0006498288,0.00042939247,0.0014039784,0.00028761008,0.00039775643,0.00018489483],"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":[0.00027109115,0.00094419264,0.22610511,0.0009128113,0.0005437494,0.00035160137,0.00070516416,0.00094966596,0.00057005143,0.660422,0.08260016,0.025624396],"study_design_scores_gemma":[0.0016670148,0.00002091122,0.23033656,0.00037224207,0.00009846414,0.000037938502,0.0002799251,0.019653173,0.0006923671,0.012021114,0.7344796,0.00034065137],"about_ca_topic_score_codex":0.0014351547,"about_ca_topic_score_gemma":0.0001331655,"teacher_disagreement_score":0.6518795,"about_ca_system_score_codex":0.00015609757,"about_ca_system_score_gemma":0.00009529761,"threshold_uncertainty_score":0.99988556},"labels":[],"label_agreement":null},{"id":"W2911134302","doi":"10.1016/j.indmarman.2019.01.004","title":"A kaleidoscope of business network dynamics: Rotating process theories to reveal network microfoundations","year":2019,"lang":"en","type":"article","venue":"Industrial Marketing Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Foundation for Economic Education","keywords":"Microfoundations; Process (computing); Kaleidoscope; Computer science; Formative assessment; Industrial organization; Management science; Process management; Knowledge management; Economics; Business; Sociology","score_opus":0.01687811102114029,"score_gpt":0.23077198790900755,"score_spread":0.21389387688786726,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911134302","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8155927,0.000035632387,0.003351663,0.0030497455,0.0042082383,0.0026389572,0.000007020836,0.00026759336,0.17084844],"genre_scores_gemma":[0.9907316,0.0000045058664,0.002779788,0.0009128527,0.0034519809,0.00012080368,0.00017261013,0.00006572872,0.0017601278],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9975367,0.00006857695,0.0008338998,0.000521475,0.00041617604,0.0006231533],"domain_scores_gemma":[0.9980237,0.00016377532,0.0007315093,0.00041305253,0.0006494503,0.000018532914],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002899733,0.00032318934,0.0004199493,0.00029877387,0.00036123733,0.00042888062,0.00048977183,0.00015864897,0.00043365778],"category_scores_gemma":[0.00039153468,0.00032831728,0.00006664487,0.00382109,0.000060726223,0.0007989564,0.00040675903,0.00026811016,0.00017805383],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021106917,0.00021508032,0.36935955,0.002582175,0.00034425379,0.000013447816,0.000076286415,0.13518256,0.0000717134,0.35550463,0.037175853,0.097363755],"study_design_scores_gemma":[0.008570984,0.00014545144,0.64663,0.011475725,0.0008883882,0.0000067268347,0.0032971967,0.039091703,0.0000345139,0.05667905,0.22958334,0.0035969224],"about_ca_topic_score_codex":0.00022451825,"about_ca_topic_score_gemma":0.000057025223,"teacher_disagreement_score":0.29882556,"about_ca_system_score_codex":0.000070914466,"about_ca_system_score_gemma":0.00005199004,"threshold_uncertainty_score":0.9999169},"labels":[],"label_agreement":null},{"id":"W2911764943","doi":"","title":"Révéler les talents enfouis : Une approche humaniste et bienveillante des relations manager-managé","year":2015,"lang":"fr","type":"book","venue":"AFNOR eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Art","score_opus":0.055684997619272744,"score_gpt":0.25258468269150763,"score_spread":0.19689968507223488,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2911764943","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.007107743,0.0010957834,0.0015668997,0.0011663435,0.0015085303,0.0010835064,0.00004949537,0.00039680654,0.9860249],"genre_scores_gemma":[0.23032509,0.00006864164,0.0008403579,0.0014137004,0.0018107827,0.00010030452,0.0016560303,0.00024610723,0.763539],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99605435,0.000076282035,0.0011825874,0.0010289664,0.0007801393,0.00087765703],"domain_scores_gemma":[0.99618673,0.00009802424,0.0012371971,0.0008349885,0.001580209,0.00006282076],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009769669,0.0010534314,0.0008134292,0.000945135,0.0012199263,0.0010059858,0.0007648881,0.0009264232,0.0008334668],"category_scores_gemma":[0.00017522331,0.0010922449,0.0003072453,0.0006857926,0.0011150669,0.001610254,0.0005689888,0.0010522753,0.0037807715],"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":[0.00010642186,0.00016141016,0.002840377,0.0029425665,0.00045954547,0.00010948711,0.00051175355,0.00016394381,0.00010363563,0.8826619,0.0828137,0.027125284],"study_design_scores_gemma":[0.00093531504,0.00004265928,0.0054887133,0.0013558143,0.0005426749,0.000015379113,0.00047649298,0.0005200034,0.000010924263,0.08680887,0.90260494,0.0011982423],"about_ca_topic_score_codex":0.0022176288,"about_ca_topic_score_gemma":0.0017738332,"teacher_disagreement_score":0.8197912,"about_ca_system_score_codex":0.00036054853,"about_ca_system_score_gemma":0.00033974944,"threshold_uncertainty_score":0.9991528},"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9194155,0.00068960356,0.019361718,0.032285705,0.0006913047,0.000489591,0.00006185171,0.00026036936,0.026744358],"genre_scores_gemma":[0.99125266,0.000075439435,0.0026140704,0.0022804013,0.0005687085,0.00006007019,0.00036803886,0.000072461415,0.0027081664],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9981055,0.000054295375,0.0005877666,0.0003879036,0.0002477895,0.0006166977],"domain_scores_gemma":[0.9980355,0.000090126996,0.00030555428,0.00029354508,0.0012485666,0.000026712078],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005058775,0.00034508627,0.00027918213,0.0004549578,0.0010309279,0.00062698807,0.00037510265,0.0002578367,0.0016133914],"category_scores_gemma":[0.000107457956,0.00039649836,0.000081068356,0.0036060764,0.00044419398,0.0040814,0.000075902746,0.0004030868,0.0002761728],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004185015,0.00034612743,0.28029963,0.0008467918,0.00013177468,0.0000049221176,0.002569952,0.0005310081,0.05171863,0.6556545,0.0033257338,0.004529104],"study_design_scores_gemma":[0.0028868576,0.00007679342,0.46671262,0.0012607784,0.00032353896,0.000042940304,0.026085302,0.005032368,0.012558158,0.0783355,0.40526497,0.0014201698],"about_ca_topic_score_codex":0.010394115,"about_ca_topic_score_gemma":0.0048309504,"teacher_disagreement_score":0.57731897,"about_ca_system_score_codex":0.0002701697,"about_ca_system_score_gemma":0.000638327,"threshold_uncertainty_score":0.99984866},"labels":[],"label_agreement":null},{"id":"W2915360831","doi":"10.7202/1054247ar","title":"Évaluation, sélection et collocation de périodiques dans les domaines de l’économie et du management","year":2018,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.03765605264464857,"score_gpt":0.3116781056764536,"score_spread":0.27402205303180505,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2915360831","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3521516,0.0017897207,0.40811104,0.08262561,0.0022915525,0.0013591273,0.000019801122,0.0006053411,0.1510462],"genre_scores_gemma":[0.9471959,0.008748092,0.014758459,0.018568426,0.0018040637,0.00026885935,0.0006485856,0.00008446168,0.00792316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975072,0.00032159977,0.00072324194,0.00052068185,0.00045766713,0.0004695985],"domain_scores_gemma":[0.99726254,0.00012704667,0.0006437325,0.00027214902,0.0016623853,0.000032154447],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0037275918,0.0003899973,0.00025316747,0.0026572845,0.0006517823,0.0066430336,0.00024138567,0.00024193013,0.0027983615],"category_scores_gemma":[0.00025518332,0.0004496261,0.00009246607,0.004626062,0.00025485049,0.021650353,0.00010838806,0.0002142255,0.00025307617],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001690532,0.00034286885,0.06869333,0.0007143964,0.00017883336,0.0000066103644,0.0028019391,0.0014716103,0.0028207228,0.83416104,0.07653777,0.012101843],"study_design_scores_gemma":[0.0024743923,0.00017765151,0.4231773,0.00082792214,0.0004763523,0.000028424642,0.0041252663,0.020282375,0.0070842053,0.11668607,0.4236179,0.001042138],"about_ca_topic_score_codex":0.0077624973,"about_ca_topic_score_gemma":0.004273166,"teacher_disagreement_score":0.71747494,"about_ca_system_score_codex":0.000719087,"about_ca_system_score_gemma":0.00037010538,"threshold_uncertainty_score":0.99979556},"labels":[],"label_agreement":null},{"id":"W2917190011","doi":"10.22215/timreview/755","title":"Editorial: Open Source Business (January 2014)","year":2014,"lang":"en","type":"editorial","venue":"Technology Innovation Management Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Theme (computing); Open source; Library science; Management; Open innovation; Computer science; World Wide Web; Economics; Software","score_opus":0.015680659593001516,"score_gpt":0.27576073947494684,"score_spread":0.2600800798819453,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2917190011","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000003391887,0.0037968326,0.0036306528,0.010872409,0.9199353,0.003072933,0.000012406412,0.0013520779,0.057324022],"genre_scores_gemma":[0.000016665103,0.015125452,0.00056033296,0.0064248606,0.96507365,0.0010597866,0.0064713913,0.00018452459,0.005083364],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99448633,0.000035770867,0.002078671,0.0013784791,0.0013059083,0.0007148103],"domain_scores_gemma":[0.9893574,0.00007448987,0.0030517825,0.0018306291,0.005675507,0.000010174442],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003321638,0.0009737307,0.0015256014,0.0033863676,0.00048316023,0.0009898007,0.003542677,0.0018914744,0.00054956664],"category_scores_gemma":[0.0015370453,0.000947242,0.000107310865,0.015971038,0.0002446193,0.0023744681,0.002755515,0.0015590263,0.0034451007],"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":[0.000018965797,0.000083233055,0.000021672327,0.013908418,0.00012196185,0.000004606975,3.5332567e-7,0.000003833157,0.0000045742963,0.16571291,0.78923905,0.030880442],"study_design_scores_gemma":[0.0007957788,0.0000139574295,0.000025734624,0.007040995,0.0004978416,9.487745e-7,0.000008924917,0.000014673361,0.0000016926876,0.013129942,0.977495,0.000974478],"about_ca_topic_score_codex":0.0001910509,"about_ca_topic_score_gemma":0.000018337088,"teacher_disagreement_score":0.18825601,"about_ca_system_score_codex":0.00015908606,"about_ca_system_score_gemma":0.00015217683,"threshold_uncertainty_score":0.99940425},"labels":[],"label_agreement":null},{"id":"W2941024733","doi":"","title":"McMaster LibGuides: COMMERCE 1B03 - Business Environment & Organization: Secondary Sources","year":2017,"lang":"en","type":"libguides","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Business; Business administration","score_opus":0.02455029739579521,"score_gpt":0.21592559804288028,"score_spread":0.19137530064708508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941024733","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0027231495,0.0010950629,0.003103401,0.017225597,0.0051104454,0.0009569015,0.00006783524,0.0008464531,0.9688712],"genre_scores_gemma":[0.061568704,0.0016760034,0.0014072331,0.04665764,0.04292415,0.00013929383,0.01996081,0.0010832386,0.82458293],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971148,0.000015477053,0.00089008175,0.0008433429,0.0005906746,0.0005456276],"domain_scores_gemma":[0.9966709,0.00003891216,0.0013852004,0.0009881597,0.00089607545,0.000020738833],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003677038,0.00079879235,0.00074160914,0.00053256744,0.0011122468,0.002462144,0.0012236129,0.0007338921,0.032843854],"category_scores_gemma":[0.0002065454,0.00071892113,0.000109687964,0.00074840797,0.00027826047,0.0038778018,0.0007875211,0.0006306879,0.0037489682],"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":[0.000022818185,0.00014988476,0.0050272453,0.0016977002,0.00014838774,0.000022607665,0.000028525043,0.000092322014,0.00006347409,0.011655326,0.95669097,0.024400769],"study_design_scores_gemma":[0.0005342549,0.0000056159943,0.026060866,0.00031644033,0.00017242084,0.000008398243,0.00010566923,0.0000914537,0.000038585615,0.0008039255,0.9709537,0.0009086557],"about_ca_topic_score_codex":0.0011480666,"about_ca_topic_score_gemma":0.000058271675,"teacher_disagreement_score":0.14428823,"about_ca_system_score_codex":0.00007042282,"about_ca_system_score_gemma":0.0001550689,"threshold_uncertainty_score":0.9995262},"labels":[],"label_agreement":null},{"id":"W2941557393","doi":"10.7202/1059181ar","title":"Quel(s) rôle(s) peuvent jouer les artefacts dans l’amélioration de l’intercompréhension entre partenaires au sein des alliances asymétriques ?","year":2019,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.026899868250349502,"score_gpt":0.2597265812689778,"score_spread":0.23282671301862828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2941557393","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88166094,0.0010359277,0.0118825715,0.09422302,0.0013238451,0.0005249795,0.000029758849,0.00019136036,0.009127601],"genre_scores_gemma":[0.9471848,0.007056551,0.0035064486,0.0011176864,0.001511152,0.000083551175,0.000494823,0.00008281854,0.03896218],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9972129,0.00033391858,0.0008612938,0.0007466272,0.00026581323,0.00057946774],"domain_scores_gemma":[0.9964657,0.0014235795,0.00085522,0.00039644295,0.00078339403,0.000075688295],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015004445,0.00050078146,0.00043834295,0.00047295404,0.0002349337,0.0010359734,0.0004037529,0.00043125555,0.0017407073],"category_scores_gemma":[0.0015331503,0.0005705042,0.00023726671,0.00037444575,0.0002459456,0.0040257117,0.00020832293,0.00065001316,0.0010489936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0002629094,0.0007946072,0.5606151,0.001319827,0.00023157136,0.00007953759,0.0010111537,0.07486752,0.0029424024,0.23717849,0.0065878336,0.11410904],"study_design_scores_gemma":[0.001921066,0.000079355144,0.5648207,0.0057184733,0.00020390173,0.00014876653,0.0012554616,0.12302181,0.0015618642,0.03605893,0.2641607,0.0010489728],"about_ca_topic_score_codex":0.0026945279,"about_ca_topic_score_gemma":0.0025180546,"teacher_disagreement_score":0.25757286,"about_ca_system_score_codex":0.0012202847,"about_ca_system_score_gemma":0.0003334446,"threshold_uncertainty_score":0.9997288},"labels":[],"label_agreement":null},{"id":"W2942817883","doi":"","title":"Wolfgang is up 6 positions from last year on the Business in Vancouver Top 100 Fastest Growing Companies list, up to position 42! Also check out our story in the same issue: “BCs fastest-growing small businesses geared for expansion in uncertain times”.","year":2010,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Position (finance); History; Business; Finance","score_opus":0.033752299329184006,"score_gpt":0.2575634655896141,"score_spread":0.22381116626043013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2942817883","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96045,0.000019897903,0.0008311786,0.033330478,0.0017668755,0.0011764573,0.00002625556,0.0001030063,0.0022958273],"genre_scores_gemma":[0.9854031,0.000003782428,0.00050015847,0.011588806,0.0011168233,0.00019740674,0.00027772112,0.000060421004,0.0008517487],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99783146,0.000066270746,0.000622941,0.00058039575,0.00037762886,0.00052128284],"domain_scores_gemma":[0.99837935,0.00032650982,0.00023776868,0.00047453816,0.0005635144,0.000018295663],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008937096,0.00042046254,0.00040432232,0.00073166186,0.00041697847,0.00061450875,0.00054196897,0.00023495792,0.00022319252],"category_scores_gemma":[0.00040105102,0.00031090708,0.00007946635,0.002344906,0.000054381253,0.0025396536,0.00014906109,0.0005909784,0.00012003189],"study_design_candidate":"observational","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":[0.0039680516,0.005089451,0.16890427,0.0026051598,0.00030723857,0.00021061071,0.034634344,0.03955504,0.27678326,0.14378439,0.30138117,0.022776987],"study_design_scores_gemma":[0.0063579543,0.00011067034,0.79374707,0.0029244544,0.0001717484,0.000006527933,0.121428266,0.019551005,0.003899079,0.0052200747,0.044220448,0.0023627076],"about_ca_topic_score_codex":0.0075102975,"about_ca_topic_score_gemma":0.021388028,"teacher_disagreement_score":0.62484276,"about_ca_system_score_codex":0.00010820608,"about_ca_system_score_gemma":0.00009082406,"threshold_uncertainty_score":0.9999343},"labels":[],"label_agreement":null},{"id":"W2945173697","doi":"10.1108/jbim-07-2018-0217","title":"Developing and validating a multi-dimensional measure of coopetition","year":2019,"lang":"en","type":"article","venue":"Journal of Business and Industrial Marketing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":84,"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":"","keywords":"Coopetition; Competitor analysis; Construct (python library); Business; Competition (biology); Marketing; Scale (ratio); Context (archaeology); Knowledge management; Industrial organization; Computer science; Economics; Microeconomics","score_opus":0.062376175264971814,"score_gpt":0.2396452749406772,"score_spread":0.17726909967570537,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2945173697","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966101,0.00015754464,0.00070300855,0.0009460801,0.00068327953,0.00013356224,9.0234784e-7,0.000009087113,0.000756424],"genre_scores_gemma":[0.9971664,0.000024532577,0.0018316049,0.00016849407,0.0007675126,8.411244e-7,0.000005614432,0.000014570301,0.000020410387],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99874336,0.000035133402,0.0006633004,0.00013836408,0.00027222023,0.0001476116],"domain_scores_gemma":[0.99726313,0.00012881444,0.0011500858,0.000061279956,0.0013858262,0.0000108318045],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023181718,0.00014166841,0.0003332037,0.00031857833,0.00011998315,0.00016021781,0.000079573736,0.0001354693,0.00007008656],"category_scores_gemma":[0.0011942497,0.00011855247,0.00003279652,0.0007316467,0.00004878454,0.0015115968,0.00009176703,0.00023344204,0.0000017553784],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0035248848,0.00026429998,0.7120662,0.0028116337,0.0002644008,0.000033700657,0.000092064365,0.0014404462,0.07925901,0.023627259,0.0010711678,0.17554498],"study_design_scores_gemma":[0.011159374,0.000073432115,0.9555205,0.008510148,0.0002482424,0.0001832827,0.0010391057,0.010022315,0.0010665675,0.0007094086,0.010616313,0.0008513283],"about_ca_topic_score_codex":0.000069859816,"about_ca_topic_score_gemma":0.0000032356081,"teacher_disagreement_score":0.24345432,"about_ca_system_score_codex":0.000018059794,"about_ca_system_score_gemma":0.000102768325,"threshold_uncertainty_score":0.48344293},"labels":[],"label_agreement":null},{"id":"W2952373592","doi":"10.3917/riges.442.0014","title":"Entreprises, médias et vision à court terme","year":2019,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.01997044611788069,"score_gpt":0.25093727710708635,"score_spread":0.23096683098920567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952373592","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6606787,0.0032633871,0.0018943374,0.25588042,0.010969718,0.00081377645,0.00001009834,0.00029433894,0.06619525],"genre_scores_gemma":[0.9645272,0.00026575167,0.00019815935,0.0030892908,0.0010526947,0.000008650479,0.00033507938,0.000034201857,0.030488994],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99868417,0.00003093724,0.0003307912,0.0003720916,0.00026713306,0.00031486072],"domain_scores_gemma":[0.9989829,0.000038545244,0.00028354512,0.00028852286,0.00039418516,0.000012294441],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005837667,0.00022176141,0.00018940974,0.0002112743,0.000120939985,0.00048271145,0.00013625955,0.0002787722,0.0046898965],"category_scores_gemma":[0.00010491362,0.00023609387,0.00006310186,0.0006336648,0.000052750776,0.0035552788,0.000100185556,0.00029102413,0.010686142],"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":[0.00015296577,0.00048465602,0.12995963,0.0014768214,0.000046885907,0.000021987573,0.00006732076,0.0022111523,0.0042810994,0.5868821,0.118919775,0.15549557],"study_design_scores_gemma":[0.00057891634,0.000024179166,0.3328136,0.0006132911,0.000050873736,0.0000051830225,0.000046200712,0.007282266,0.000057649984,0.0023705475,0.6558914,0.00026587181],"about_ca_topic_score_codex":0.0004743821,"about_ca_topic_score_gemma":0.00001740228,"teacher_disagreement_score":0.5845116,"about_ca_system_score_codex":0.00006568322,"about_ca_system_score_gemma":0.00004507114,"threshold_uncertainty_score":0.99621993},"labels":[],"label_agreement":null},{"id":"W2952722329","doi":"10.3917/riges.442.0076","title":"Les fab labs  : des laboratoires collectifs prometteurs pour les entreprises ?","year":2019,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art; Humanities","score_opus":0.027142482394981713,"score_gpt":0.23321782031357305,"score_spread":0.20607533791859134,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2952722329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94609654,0.0062726275,0.0005695378,0.031094298,0.0016831658,0.00051329524,0.000011212158,0.00020604242,0.013553258],"genre_scores_gemma":[0.95463634,0.0003924803,0.0004936743,0.0002984394,0.0009962625,0.000028200453,0.00010872298,0.000043320735,0.043002576],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985569,0.00004881529,0.0003557948,0.00040395887,0.0002462911,0.00038820517],"domain_scores_gemma":[0.998328,0.000068919704,0.0003149015,0.00022850231,0.0010458789,0.000013835628],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003113085,0.00028089454,0.00023946272,0.0003388563,0.00047565898,0.0005734462,0.00016389355,0.00029992172,0.0035303151],"category_scores_gemma":[0.00037333515,0.00029103569,0.000059283815,0.0019097147,0.00015041108,0.0022825778,0.00008580412,0.00027679678,0.0017141323],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012051879,0.00032176432,0.601702,0.0022493538,0.00007417385,0.000012652704,0.00012774127,0.00086045003,0.0060653016,0.11362997,0.02292253,0.25191358],"study_design_scores_gemma":[0.00084089686,0.000037616388,0.5644121,0.0011359794,0.00012885215,0.0000067325445,0.0007826556,0.0020038697,0.0012659912,0.005343839,0.42353314,0.0005083122],"about_ca_topic_score_codex":0.0024205158,"about_ca_topic_score_gemma":0.0002689989,"teacher_disagreement_score":0.40061063,"about_ca_system_score_codex":0.00012494643,"about_ca_system_score_gemma":0.00009153313,"threshold_uncertainty_score":0.99995416},"labels":[],"label_agreement":null},{"id":"W2956864827","doi":"10.3917/ems.walsh.2018.01.0198","title":"Les Grands Auteurs en Systèmes d'information","year":2018,"lang":"fr","type":"book-chapter","venue":"EMS Editions eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Canadian Society for International Health","funders":"","keywords":"Computer science","score_opus":0.026282719158329665,"score_gpt":0.22308809309482164,"score_spread":0.19680537393649197,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2956864827","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0010082163,0.00013696696,0.0051563103,0.0013439694,0.010284687,0.00064425945,0.00016212808,0.0003674374,0.980896],"genre_scores_gemma":[0.5924902,0.0000938377,0.0010003326,0.002854747,0.044395335,0.0002772763,0.008931706,0.00023904769,0.34971753],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977457,0.000015645875,0.00094533723,0.00037146415,0.00048333246,0.00043852525],"domain_scores_gemma":[0.9970591,0.000073335446,0.000874811,0.00043567235,0.0015287725,0.000028286642],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004520191,0.00061672815,0.00044661312,0.000947356,0.0012223953,0.00090230367,0.00036020958,0.0008309927,0.007619324],"category_scores_gemma":[0.00010482108,0.0006488755,0.00022557039,0.00015257174,0.0005719843,0.0033325078,0.00015543694,0.0005966833,0.0053234333],"study_design_candidate":"theoretical_or_conceptual","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":[0.00003442762,0.000022996217,0.00006388078,0.000791056,0.000110135545,0.0000063040216,0.00012838798,0.000012193065,0.000017566164,0.9275995,0.046294816,0.02491877],"study_design_scores_gemma":[0.0005076445,0.00004043639,0.0020708572,0.0011415448,0.00028847443,0.000014085988,0.0001321334,0.00034326146,0.000020663834,0.09710969,0.89763147,0.00069974695],"about_ca_topic_score_codex":0.00049808883,"about_ca_topic_score_gemma":0.00010506104,"teacher_disagreement_score":0.85133666,"about_ca_system_score_codex":0.00013841716,"about_ca_system_score_gemma":0.00009612254,"threshold_uncertainty_score":0.99959624},"labels":[],"label_agreement":null},{"id":"W2957105468","doi":"10.4324/9780429305740-5","title":"An Economic Evaluation of the DSMs in the Canada-U.S. FTA: Chapter Nineteen","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Economics","score_opus":0.038257532403321096,"score_gpt":0.22707139956194994,"score_spread":0.18881386715862886,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2957105468","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.017435303,0.000037532292,0.0000031767122,0.0017214824,0.0007132211,0.00064093806,0.0000061309793,0.0000107490605,0.97943145],"genre_scores_gemma":[0.9711307,0.00000588857,0.0000026569553,0.0020055624,0.0006320085,0.000008938005,0.00017184702,0.000027097321,0.02601526],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998846,0.000008815372,0.00037494765,0.0002265866,0.00041852696,0.00012514283],"domain_scores_gemma":[0.99877936,0.000016754415,0.00043420304,0.00048095416,0.00028625026,0.0000024791493],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00086102495,0.00020104558,0.00019726426,0.00013130509,0.00006795318,0.00009035917,0.0004411779,0.00013978,0.0036383024],"category_scores_gemma":[0.00000990954,0.000119164644,0.00004420917,0.00005631658,0.00004326132,0.000549409,0.00005318836,0.00019593634,0.00012116064],"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":[0.00000839171,0.000008733136,0.0007883741,0.000042503667,0.000017096669,2.9200103e-7,0.000007761858,0.0007705475,0.000011688095,0.9882432,0.0032870828,0.0068142856],"study_design_scores_gemma":[0.0015541365,0.000021931346,0.11025305,0.000260449,0.0004301991,0.0000028028714,0.00017640415,0.0371325,0.000027455735,0.07315885,0.77603656,0.00094565627],"about_ca_topic_score_codex":0.21057944,"about_ca_topic_score_gemma":0.58735937,"teacher_disagreement_score":0.9536954,"about_ca_system_score_codex":0.0001010696,"about_ca_system_score_gemma":0.0003270385,"threshold_uncertainty_score":0.9972725},"labels":[],"label_agreement":null},{"id":"W2960744029","doi":"10.5465/ambpp.2012.11498abstract","title":"An Intra-organizational Ecology of Individual Attainment","year":2012,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","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":"University of Toronto","funders":"","keywords":"Organizational ecology; Ecology; Geography; Psychology; Sociology; Biology; Social science","score_opus":0.022496777295150507,"score_gpt":0.24878328305389882,"score_spread":0.2262865057587483,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2960744029","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9706506,0.000034237033,0.00017466703,0.0017673484,0.0001548723,0.0003427207,0.0000021905657,0.00007422026,0.02679911],"genre_scores_gemma":[0.996292,0.000016157539,0.0010281834,0.0019071284,0.00060942274,0.000019815636,0.00004005768,0.000021088183,0.00006617653],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986542,0.0000026672221,0.00044795714,0.00019496947,0.0004066075,0.0002935972],"domain_scores_gemma":[0.99927115,0.000008369297,0.000491389,0.000050249462,0.00016497356,0.000013854012],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007521877,0.00015324453,0.00019394506,0.00041062856,0.000085071166,0.00005024987,0.00039667924,0.00012835188,0.0003481781],"category_scores_gemma":[0.000024500994,0.00015323258,0.000029869885,0.00091633416,0.000096127405,0.0028858609,0.00019903744,0.00012399054,0.000036328285],"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":[0.000026091855,0.0002715481,0.16917871,0.0005374574,0.0000751971,9.4580365e-8,0.000079709695,0.000012083509,0.0014927406,0.82053334,0.004061748,0.0037313015],"study_design_scores_gemma":[0.00063204113,0.000024954663,0.9632654,0.000048097547,0.00017343904,0.0000012272384,0.0007903979,0.00016604668,0.003552267,0.010365854,0.02072951,0.00025075756],"about_ca_topic_score_codex":0.0000045383276,"about_ca_topic_score_gemma":1.3879402e-7,"teacher_disagreement_score":0.81016743,"about_ca_system_score_codex":0.000018854147,"about_ca_system_score_gemma":0.0000045494303,"threshold_uncertainty_score":0.62486434},"labels":[],"label_agreement":null},{"id":"W2963030318","doi":"","title":"Une Etude de Cas de l’Evolution du Couplage de la Gouvernance et du Management Stratégique d’une Transformation liées aux SI","year":2017,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Toronto Metropolitan University","funders":"","keywords":"Political science","score_opus":0.01207455358329228,"score_gpt":0.2312471734337811,"score_spread":0.2191726198504888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2963030318","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2781146,0.0007966818,0.4896116,0.0712517,0.00043733048,0.0008263396,0.000044110606,0.00030016084,0.1586175],"genre_scores_gemma":[0.9783955,0.0050430493,0.010542912,0.0005870025,0.00020163589,0.00017428267,0.0009386498,0.000083092906,0.004033862],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9951971,0.0018191879,0.0009071305,0.00078270724,0.00053727045,0.00075660064],"domain_scores_gemma":[0.99380714,0.00052418944,0.001473826,0.0014634666,0.0026510088,0.000080352336],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.011821194,0.0006125072,0.0004884158,0.00032874945,0.0015227725,0.00231146,0.0015348751,0.00071042613,0.00012889388],"category_scores_gemma":[0.0009792461,0.0007271567,0.00024104121,0.00084177416,0.0005448716,0.0022000228,0.00062337285,0.0010599,0.000082004924],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005961421,0.0007654175,0.024142088,0.0014962394,0.00014152614,0.00004200898,0.004750563,0.0029234055,0.0016439563,0.94505954,0.0018218507,0.017153764],"study_design_scores_gemma":[0.0019264505,0.0000011776314,0.59494823,0.00585906,0.00036381427,0.00006000822,0.0009647815,0.17222829,0.0026841757,0.05352256,0.16626343,0.001177984],"about_ca_topic_score_codex":0.038576454,"about_ca_topic_score_gemma":0.016142463,"teacher_disagreement_score":0.891537,"about_ca_system_score_codex":0.0008049288,"about_ca_system_score_gemma":0.00064665754,"threshold_uncertainty_score":0.99977714},"labels":[],"label_agreement":null},{"id":"W2964486214","doi":"10.29173/cais349","title":"Scholarly Communication’s Mess: A Game-Theoretic Approach to Analysis","year":2013,"lang":"fr","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Game theory; Library science; Presentation (obstetrics); Humanities; Scientific communication; Sociology; Computer science; Mathematics; Art; Mathematical economics","score_opus":0.024656167198698307,"score_gpt":0.23149215389021194,"score_spread":0.20683598669151362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964486214","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8901945,0.0012859169,0.00041677878,0.026507301,0.00022630818,0.0009526531,0.00005524084,0.00006501872,0.080296315],"genre_scores_gemma":[0.9938437,0.00018096536,0.001474714,0.0013114855,0.00020546422,0.00013088384,0.000035533674,0.00004190134,0.0027753634],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99726045,0.000033941975,0.0009813961,0.00048887666,0.0006481399,0.00058720814],"domain_scores_gemma":[0.88613284,0.000085270294,0.0014475165,0.00047682069,0.11179601,0.00006156613],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0012937841,0.00044750024,0.00080132857,0.0008099188,0.00029296236,0.017087769,0.002941692,0.00033886364,0.00036317096],"category_scores_gemma":[0.013379246,0.00038139455,0.0003229945,0.004684223,0.0007563631,0.060184952,0.0011789348,0.0005815052,0.00007333221],"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":[0.00012038592,0.0007037943,0.22786228,0.0024673534,0.00096861104,2.7681992e-7,0.010363067,0.00013876466,0.0032907764,0.7329061,0.014519303,0.0066592526],"study_design_scores_gemma":[0.0012664262,0.00013412068,0.7186931,0.0017192812,0.0032278737,0.00001240325,0.012133513,0.014777153,0.0026193329,0.065276235,0.17878936,0.0013512437],"about_ca_topic_score_codex":0.0028394219,"about_ca_topic_score_gemma":0.000024253806,"teacher_disagreement_score":0.6676299,"about_ca_system_score_codex":0.000085782245,"about_ca_system_score_gemma":0.00017459423,"threshold_uncertainty_score":0.9998638},"labels":[],"label_agreement":null},{"id":"W2964848794","doi":"10.7202/1060838ar","title":"À quel réseau appartenir pour améliorer sa performance ?","year":2019,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.01366142670762476,"score_gpt":0.22420507983755428,"score_spread":0.2105436531299295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2964848794","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19303541,0.0004974031,0.0011370677,0.037435684,0.01650676,0.0006705487,0.000012445495,0.00016368208,0.750541],"genre_scores_gemma":[0.80659926,0.00024743454,0.0007059651,0.0040528206,0.0020774673,0.000045363493,0.00033463258,0.000046874422,0.18589017],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977134,0.000010731282,0.000543502,0.00055646285,0.0006749393,0.0005009565],"domain_scores_gemma":[0.9986773,0.000020861253,0.0003612559,0.00036557947,0.0005568505,0.000018147639],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043209508,0.0003610931,0.00023648467,0.0006171466,0.00015602772,0.0007327239,0.00070428906,0.00014869396,0.013576809],"category_scores_gemma":[0.000018843288,0.0003941067,0.00012409755,0.00077589724,0.00007740849,0.0037469082,0.0004555265,0.0002721211,0.023302171],"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":[0.00011202052,0.00039040612,0.09908933,0.001397245,0.00037533577,0.000030043982,0.00002458262,0.0013896018,0.00010712964,0.6958108,0.1380958,0.06317772],"study_design_scores_gemma":[0.0012444074,0.00001410995,0.11146185,0.0004942383,0.00009250903,0.0000049560726,0.00028530494,0.041085515,0.00004738509,0.0028719986,0.84194094,0.00045676716],"about_ca_topic_score_codex":0.00016365838,"about_ca_topic_score_gemma":0.000014859691,"teacher_disagreement_score":0.70384514,"about_ca_system_score_codex":0.0001800364,"about_ca_system_score_gemma":0.000029549969,"threshold_uncertainty_score":0.9998511},"labels":[],"label_agreement":null},{"id":"W2965911533","doi":"10.5703/1288284317209","title":"Mind the Gap: A Landscape Analysis of Open Source Publishing Tools and Platforms","year":2020,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","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":"Simon Fraser University","funders":"","keywords":"Publishing; Open source; Presentation (obstetrics); Computer science; World Wide Web; Open source software; Data science; Software; Political science; Programming language","score_opus":0.08398773578806593,"score_gpt":0.2550816654075113,"score_spread":0.1710939296194454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2965911533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8789747,0.000037991722,0.0044202907,0.01698389,0.000039645372,0.00021490255,0.000004288436,0.00003135573,0.09929298],"genre_scores_gemma":[0.9944034,0.0000024755466,0.00009618263,0.005033564,0.00017373168,0.0000043486352,0.00009463682,0.0000061854057,0.00018545394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99939376,0.000002036548,0.00021442542,0.00015533704,0.00013138849,0.00010306564],"domain_scores_gemma":[0.999512,0.00003818162,0.00017824346,0.00011585475,0.00014955494,0.0000061509822],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00033627218,0.00007902808,0.00017596259,0.00014702097,0.0001164162,0.0027140414,0.00036112373,0.000042835916,0.00080500246],"category_scores_gemma":[0.0001885076,0.00004704342,0.000035981702,0.0024112877,0.000029445324,0.006398517,0.0003329199,0.00008354415,0.000011457442],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024042223,0.00008569837,0.43186814,0.00023433019,0.0012000088,0.0000033421636,0.0008053267,0.0022645993,0.000909749,0.378654,0.033990398,0.14974397],"study_design_scores_gemma":[0.0014507464,0.00002067318,0.49245572,0.00003669365,0.0013784559,9.524692e-7,0.0063716965,0.30046925,0.00021004502,0.0026665758,0.19444472,0.00049447763],"about_ca_topic_score_codex":0.00038232005,"about_ca_topic_score_gemma":0.00012153577,"teacher_disagreement_score":0.37598744,"about_ca_system_score_codex":0.0000018305687,"about_ca_system_score_gemma":0.000010037638,"threshold_uncertainty_score":0.99832124},"labels":[],"label_agreement":null},{"id":"W2966045090","doi":"10.7202/1060059ar","title":"Un framework pour un diagnostic des pratiques RSE dans un secteur d’activité. Cas de 10 entreprises pharmaceutiques mondiales","year":2019,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.01982997705586189,"score_gpt":0.2713517709575049,"score_spread":0.25152179390164303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966045090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8874198,0.0016113305,0.022159385,0.010832904,0.0033935544,0.00089773315,0.000035202036,0.0003040205,0.07334605],"genre_scores_gemma":[0.9738576,0.001991834,0.0057718,0.0023667053,0.0017773445,0.00012413453,0.0003541194,0.00008284388,0.013673643],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99731505,0.00009019215,0.00064003177,0.0006975598,0.00058015744,0.0006770025],"domain_scores_gemma":[0.9980509,0.00039043205,0.0005532881,0.00037357805,0.00058941747,0.000042351177],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006803823,0.00051987235,0.00031571244,0.00050320744,0.00030835054,0.0010519391,0.00070979825,0.00025394186,0.01902307],"category_scores_gemma":[0.0004787983,0.0005750596,0.00016436006,0.00076562597,0.0001720577,0.003067185,0.0005244924,0.00044358824,0.0022767293],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018685583,0.0012718898,0.48736554,0.0011021087,0.001208364,0.000303936,0.0008899038,0.0013258401,0.00034747692,0.4098332,0.0058857813,0.09027911],"study_design_scores_gemma":[0.0020929147,0.00005205299,0.6392597,0.0016117957,0.0006471296,0.000028276067,0.0025905524,0.011130826,0.006777293,0.11310062,0.22150312,0.0012057367],"about_ca_topic_score_codex":0.00052847684,"about_ca_topic_score_gemma":0.0000715399,"teacher_disagreement_score":0.29673257,"about_ca_system_score_codex":0.00034716298,"about_ca_system_score_gemma":0.00005297976,"threshold_uncertainty_score":0.99998504},"labels":[],"label_agreement":null},{"id":"W2966481746","doi":"10.7250/csimq.2019-19.02","title":"A Modeling Approach for Getting to Win-Win in Industrial Collaboration under Strategic Coopetition","year":2019,"lang":"en","type":"article","venue":"Complex Systems Informatics and Modeling Quarterly","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Coopetition; Outcome (game theory); Game theory; Computer science; Business; Game tree; Knowledge management; Management science; Process management; Microeconomics; Sequential game; Economics","score_opus":0.10606398129723325,"score_gpt":0.2636698851679599,"score_spread":0.15760590387072665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2966481746","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.59858245,0.000013183799,0.39751077,0.000087114466,0.00029177658,0.00106893,0.0000060704538,0.000049158203,0.0023905493],"genre_scores_gemma":[0.9958042,7.90014e-7,0.0028167518,0.00035823154,0.0004990706,0.000108447275,0.00037043748,0.000022390375,0.000019694786],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.998377,0.000011097518,0.0009126859,0.00019511831,0.00021103217,0.0002930433],"domain_scores_gemma":[0.9990538,0.000016581422,0.00023405037,0.00017419092,0.00050381455,0.00001760953],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00067931804,0.00020815647,0.00031325035,0.00042059243,0.00017848304,0.0009883393,0.00012762859,0.00015562387,0.000005056075],"category_scores_gemma":[0.000012629699,0.00020543802,0.000029107376,0.0006135001,0.000009837468,0.0018098895,0.000024740004,0.00014336385,0.000017397339],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054865923,0.00002437717,0.00007763113,0.00060683803,0.000009107374,8.192094e-8,0.0005003967,0.9023118,0.0001720565,0.09576225,0.00005609513,0.00042451575],"study_design_scores_gemma":[0.0012374817,0.000057314795,0.000009803439,0.00020078337,0.000013767381,0.0000015541299,0.018617325,0.9776288,4.6977124e-7,0.0017910633,0.0001714666,0.00027012156],"about_ca_topic_score_codex":0.00039373362,"about_ca_topic_score_gemma":0.000042389427,"teacher_disagreement_score":0.39722174,"about_ca_system_score_codex":0.000054091823,"about_ca_system_score_gemma":0.00005842373,"threshold_uncertainty_score":0.9530578},"labels":[],"label_agreement":null},{"id":"W2970376896","doi":"10.1515/9780773589551","title":"What Makes Clusters Competitive?: Cases from the Global Wine Industry","year":2013,"lang":"en","type":"book","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":8,"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":"Wine; Business; Economic geography; Industrial organization; Commerce; Marketing; Geography; Food science; Chemistry","score_opus":0.029934414290384646,"score_gpt":0.23114419414506654,"score_spread":0.20120977985468189,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970376896","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.002588675,0.00048542395,0.00008208727,0.01511724,0.003049662,0.000518334,0.00004440185,0.00021721465,0.977897],"genre_scores_gemma":[0.03620663,0.00012909654,0.000081920974,0.048030253,0.0233047,0.00005954695,0.0045518144,0.000106870895,0.8875292],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858457,0.000009754946,0.00038863716,0.00040383334,0.00033372585,0.00027949252],"domain_scores_gemma":[0.9986441,0.000102356404,0.00041406177,0.00039044066,0.0004393823,0.00000966187],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012514369,0.00042381627,0.00033648487,0.00007516645,0.0002511492,0.002019228,0.00045757624,0.0007312627,0.0058212285],"category_scores_gemma":[0.00004854323,0.00028593597,0.00009609352,0.00032705942,0.00019638364,0.0033018517,0.00026829474,0.00064665114,0.0018936855],"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":[0.000022460892,0.000028042507,0.0012187306,0.00008490342,0.00009664029,0.00002671762,0.00000594231,0.000013215802,0.0000011757525,0.42357245,0.5706988,0.004230899],"study_design_scores_gemma":[0.00032456766,0.000005280139,0.0075556654,0.00060282135,0.00013220312,0.000005974688,0.0007580276,0.00018667545,0.0000013830522,0.027824037,0.96214813,0.0004552261],"about_ca_topic_score_codex":0.0026472108,"about_ca_topic_score_gemma":0.00074343075,"teacher_disagreement_score":0.3957484,"about_ca_system_score_codex":0.00010882493,"about_ca_system_score_gemma":0.00011679558,"threshold_uncertainty_score":0.9999593},"labels":[],"label_agreement":null},{"id":"W2970472781","doi":"10.5539/ass.v15n9p30","title":"Horizontal Versus Vertical Coopetition: The Tunisian Manufacturing Industry","year":2019,"lang":"en","type":"article","venue":"Asian Social Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coopetition; Horizontal and vertical; Industrial organization; Business; Sample (material); Marketing; Economic geography; Economics; Microeconomics; Game theory; Mathematics","score_opus":0.021114796282184007,"score_gpt":0.24749355100267365,"score_spread":0.22637875472048963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2970472781","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41307604,0.0000016457202,0.000024922512,0.0056788954,0.0009909581,0.000095004194,3.4555651e-7,0.00004485451,0.58008736],"genre_scores_gemma":[0.9976871,2.3179507e-7,0.000009774591,0.0008357707,0.0013293091,0.0000043852,0.0000047259477,0.0000063648836,0.00012232515],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990269,0.0000048049424,0.00011643167,0.0002096987,0.00036135825,0.0002808049],"domain_scores_gemma":[0.99970555,0.0000103939565,0.000050011437,0.00012470598,0.00010000243,0.000009341043],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003310323,0.000088986824,0.00007444374,0.00007200336,0.00079783925,0.00047581337,0.00038326415,0.000101303885,0.0005440885],"category_scores_gemma":[0.000035023902,0.00006733646,0.00002753259,0.00095701485,0.00037369924,0.0017778451,0.00012572896,0.00028892126,0.00061183213],"study_design_candidate":"theoretical_or_conceptual","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":[0.000053848624,0.000027482147,0.0019740553,0.000016529475,0.0000056309414,0.0000034447717,0.00008321502,0.0000011963715,0.0014595389,0.9535852,0.0010350989,0.041754775],"study_design_scores_gemma":[0.0011277193,0.000031480227,0.8780545,0.00003152243,0.000027298624,0.000002927742,0.0039469562,0.00019171786,0.001895304,0.004980931,0.1092743,0.00043536854],"about_ca_topic_score_codex":0.000080826874,"about_ca_topic_score_gemma":0.00001553817,"teacher_disagreement_score":0.9486042,"about_ca_system_score_codex":0.00005011537,"about_ca_system_score_gemma":0.00006206062,"threshold_uncertainty_score":0.7864068},"labels":[],"label_agreement":null},{"id":"W2972677932","doi":"10.1007/978-3-030-24842-0_13","title":"Understanding Topodynamic Corridors","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"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":"MAGIC (telescope); Economic geography; Space (punctuation); Geography; Inertia; Computer science","score_opus":0.09137156670093322,"score_gpt":0.21893897092263562,"score_spread":0.1275674042217024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2972677932","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00005462752,0.00002506733,0.004791993,0.00061718625,0.0015828188,0.00023979381,0.000002579284,0.00021331201,0.99247265],"genre_scores_gemma":[0.10830771,0.000016634816,0.000035176196,0.00238591,0.0012977663,0.0000018857628,0.0003307934,0.00008652163,0.8875376],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989358,6.640599e-7,0.0002981138,0.00032524398,0.00023843415,0.00020175288],"domain_scores_gemma":[0.9992476,0.00001524076,0.00031626152,0.00026832294,0.00014808646,0.0000044523244],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000120439436,0.00030787656,0.00027630822,0.00041428104,0.000120366545,0.00027759906,0.00018762087,0.0003214144,0.007094849],"category_scores_gemma":[0.000008685137,0.00028479716,0.00009458639,0.00010416209,0.00005136184,0.0008588019,0.000101627054,0.00027904284,0.00457264],"study_design_candidate":"theoretical_or_conceptual","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":[0.000010682768,0.0000044743397,0.00007971558,0.00016526614,0.000025373092,0.000004840908,0.000001023707,0.000049570946,0.000008695745,0.982045,0.017194325,0.00041104003],"study_design_scores_gemma":[0.00033013694,0.0000066196562,0.00018660202,0.00024405915,0.00009338348,0.0000026097555,0.000041676958,0.0046578287,9.560199e-7,0.33625624,0.65749264,0.0006872905],"about_ca_topic_score_codex":0.000066986155,"about_ca_topic_score_gemma":0.00009025105,"teacher_disagreement_score":0.6457888,"about_ca_system_score_codex":0.0001236593,"about_ca_system_score_gemma":0.000048511854,"threshold_uncertainty_score":0.9999604},"labels":[],"label_agreement":null},{"id":"W2973164853","doi":"10.7202/1062128ar","title":"Innovation et créativité en PME. Enjeux, mutations et perspectives, Claudine GAY et Bérangère L. SZOSTAK, ISTE éditions, Série Smart Innovation, Volume 19 2019, 193 p.","year":2019,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","score_opus":0.0189580416209217,"score_gpt":0.2600701304996179,"score_spread":0.2411120888786962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2973164853","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38609064,0.0010518124,0.02461556,0.5608668,0.0019924147,0.0013499319,0.0005363,0.00035819714,0.023138393],"genre_scores_gemma":[0.6819915,0.009995462,0.013145859,0.024035342,0.0021964337,0.00047743894,0.020523278,0.000289695,0.24734497],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99522704,0.0007027308,0.0017571277,0.0012257553,0.0004964419,0.00059087994],"domain_scores_gemma":[0.98956794,0.0033020077,0.001973145,0.0007334954,0.004362699,0.000060692033],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0044860686,0.00074362435,0.00063131866,0.0022314477,0.00031461052,0.0015713593,0.00053487206,0.00063153944,0.006264255],"category_scores_gemma":[0.009901357,0.0009444638,0.00021691751,0.0030000296,0.00026880248,0.007630773,0.00034042288,0.0015436423,0.0024026874],"study_design_candidate":"theoretical_or_conceptual","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":[0.00015765242,0.0008168262,0.06661891,0.00056787464,0.00027338852,0.000025934827,0.0010587608,0.023017915,0.0007203996,0.7974122,0.10241928,0.006910809],"study_design_scores_gemma":[0.0028632355,0.00006701017,0.3412489,0.0017088483,0.00016919605,0.00009216095,0.0009060116,0.020616459,0.00007049955,0.07189645,0.55923486,0.0011263897],"about_ca_topic_score_codex":0.0015850913,"about_ca_topic_score_gemma":0.00039229533,"teacher_disagreement_score":0.7255158,"about_ca_system_score_codex":0.0010719147,"about_ca_system_score_gemma":0.00091696833,"threshold_uncertainty_score":0.9994651},"labels":[],"label_agreement":null},{"id":"W2976359964","doi":"10.3917/rindu1.164.0065","title":"La transformation numérique des filières industrielles, un facteur-clef de leur compétitivité et de leur survie. La nécessité de disposer de standards d’échange et de plateformes collaboratives numériques","year":2016,"lang":"fr","type":"article","venue":"Annales des Mines - Réalités industrielles","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Francophone University Association","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.045530653812034236,"score_gpt":0.2968196777803649,"score_spread":0.25128902396833064,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2976359964","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9482706,0.0060884086,0.017575,0.019517599,0.00022448415,0.0005744948,0.0008024484,0.00028819658,0.006658736],"genre_scores_gemma":[0.98425335,0.009024572,0.00060747203,0.0012909388,0.00070028583,0.00013564806,0.0003797371,0.0001564897,0.0034514822],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947098,0.0014623844,0.0010691982,0.00065936963,0.00052855845,0.0015706889],"domain_scores_gemma":[0.9960617,0.0011068779,0.0007011406,0.00039507405,0.0015554065,0.00017979558],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0048816227,0.00097362394,0.0007732608,0.00057099765,0.0007847911,0.0014905782,0.0006371949,0.0016822458,0.0003755379],"category_scores_gemma":[0.0014898913,0.00084381556,0.00022024596,0.0019169976,0.0013097527,0.0064962655,0.00019328955,0.0010333052,0.000019271238],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012354024,0.001154044,0.7014906,0.0019277002,0.0005755977,0.00037019793,0.0316476,0.00067349826,0.009538225,0.14637983,0.017474774,0.087532535],"study_design_scores_gemma":[0.0033451652,0.00022326272,0.15726013,0.0068056067,0.00023454384,0.00035571956,0.03321615,0.0011008659,0.04330701,0.021727083,0.73038775,0.0020367329],"about_ca_topic_score_codex":0.007827072,"about_ca_topic_score_gemma":0.013032742,"teacher_disagreement_score":0.7129129,"about_ca_system_score_codex":0.00079257385,"about_ca_system_score_gemma":0.0027230643,"threshold_uncertainty_score":0.99961376},"labels":[],"label_agreement":null},{"id":"W2979440118","doi":"10.7202/1060035ar","title":"Dynamique de la coopétition commerciale avec appels d’offres : le cas des cabinets d’architectes","year":2019,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.011753021690432509,"score_gpt":0.24195457548483398,"score_spread":0.23020155379440146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2979440118","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34711903,0.0005585094,0.017149514,0.017008334,0.0033847762,0.000627153,0.000031852902,0.0001672932,0.61395353],"genre_scores_gemma":[0.9609829,0.00024427864,0.0014852677,0.0017872005,0.00090144854,0.0000559525,0.00057031005,0.00005002303,0.033922583],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983199,0.000054045413,0.00042861322,0.00040433643,0.0003711027,0.00042199506],"domain_scores_gemma":[0.99899554,0.00006673556,0.0002809951,0.0002441668,0.00039318594,0.000019356132],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00072878844,0.0002979235,0.00021037926,0.00053668907,0.00024367058,0.00087838696,0.00048498085,0.00017273397,0.0025895643],"category_scores_gemma":[0.000060374314,0.00034967787,0.00010348522,0.0006019058,0.00026062172,0.0019384735,0.00035362883,0.00028301703,0.0011604852],"study_design_candidate":"theoretical_or_conceptual","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":[0.00009115461,0.00049743126,0.10575195,0.0012425015,0.0002896043,0.0000642329,0.00014265785,0.0024008309,0.00028327966,0.82769156,0.016314778,0.04523004],"study_design_scores_gemma":[0.0014947676,0.000020569665,0.43362778,0.0007199274,0.0000922249,0.000022113278,0.00040470556,0.029890088,0.00010285847,0.04968949,0.48345125,0.00048422147],"about_ca_topic_score_codex":0.0029628344,"about_ca_topic_score_gemma":0.00047640485,"teacher_disagreement_score":0.778002,"about_ca_system_score_codex":0.00026753274,"about_ca_system_score_gemma":0.000045839453,"threshold_uncertainty_score":0.9998955},"labels":[],"label_agreement":null},{"id":"W2980260958","doi":"10.3917/sim.192.0007","title":"Comportements stratégiques autonomes et pressions institutionnelles : le cas du BYOD","year":2019,"lang":"fr","type":"article","venue":"Systèmes d information & management","topic":"Business Strategy and Innovation","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":"Ministère de l’Emploi et de la Solidarité Sociale (Québec)","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.01118744016014482,"score_gpt":0.2245205808848078,"score_spread":0.213333140724663,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980260958","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05092596,0.0013118995,0.02728685,0.023123719,0.0074775456,0.003122402,0.000053571763,0.00055606855,0.886142],"genre_scores_gemma":[0.9861063,0.0003887429,0.0010261246,0.00352856,0.00034462917,0.00012722755,0.0012523887,0.000026980133,0.0071990774],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99731594,0.000044564815,0.001246978,0.0003198889,0.00054812746,0.00052452064],"domain_scores_gemma":[0.99785095,0.000021923011,0.001002802,0.00047577985,0.0006169092,0.000031624106],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.00093839125,0.00044167478,0.00037719015,0.000734024,0.0005223782,0.0014731252,0.00041087443,0.00020377965,0.0016039882],"category_scores_gemma":[0.000033407683,0.00045725447,0.00012984056,0.0009786593,0.00011529714,0.018855993,0.00041634793,0.00025266813,0.0042840694],"study_design_candidate":"theoretical_or_conceptual","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":[0.000033755667,0.00024030523,0.0073976605,0.0037271695,0.00022922842,0.000006693606,0.0003060264,0.007482715,0.0000067344813,0.92633265,0.032610785,0.021626282],"study_design_scores_gemma":[0.0020242936,0.000027339604,0.19855337,0.0013234793,0.00014979244,0.000006446355,0.003687303,0.017175408,0.000024225237,0.022621663,0.7536958,0.00071088865],"about_ca_topic_score_codex":0.0013007112,"about_ca_topic_score_gemma":0.00007388371,"teacher_disagreement_score":0.9351803,"about_ca_system_score_codex":0.00025696305,"about_ca_system_score_gemma":0.0001593248,"threshold_uncertainty_score":0.9997879},"labels":[],"label_agreement":null},{"id":"W2981834267","doi":"10.1007/978-3-030-34146-6_10","title":"Getting to Win-Win in Inter-organizational Relationships Through Customer Segmentation","year":2019,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coopetition; Computer science; Adversarial system; Conceptual model; Action (physics); Conceptual framework; Knowledge management; Process management; Business; Industrial organization; Game theory; Artificial intelligence; Microeconomics; Economics","score_opus":0.028686132180907632,"score_gpt":0.24316545655527244,"score_spread":0.21447932437436482,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981834267","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0035360868,0.000029532732,0.9655368,0.0027466272,0.0015895242,0.00052964926,0.0000020977566,0.000075471224,0.025954252],"genre_scores_gemma":[0.95125705,0.0000028115358,0.039082915,0.0074377465,0.0015102086,0.000008412235,0.00013885208,0.000052872354,0.0005091389],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980813,0.000008941488,0.00048689405,0.0006631224,0.00046382364,0.00029587833],"domain_scores_gemma":[0.998877,0.00012527895,0.0002928129,0.0002853897,0.00040986342,0.000009663704],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006311263,0.0002876827,0.00024758192,0.0010521264,0.00020489188,0.0004443247,0.0004724333,0.00021769138,0.00017481745],"category_scores_gemma":[0.00019040944,0.0002882293,0.0000327483,0.0016656268,0.00012154431,0.001927948,0.00031973765,0.000561927,0.00050004345],"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":[0.00004886416,0.00009547061,0.040276162,0.00043376134,0.000021355116,0.000028036106,0.0013793423,0.26724157,0.0017293282,0.5259191,0.00050639635,0.16232064],"study_design_scores_gemma":[0.0018855896,0.00007109426,0.068704985,0.0035691673,0.00006200944,0.000023685205,0.000021757185,0.32166925,0.0010961213,0.5765603,0.023078645,0.0032573363],"about_ca_topic_score_codex":0.000078379446,"about_ca_topic_score_gemma":0.00021157347,"teacher_disagreement_score":0.94772094,"about_ca_system_score_codex":0.00021472204,"about_ca_system_score_gemma":0.00015913344,"threshold_uncertainty_score":0.99995697},"labels":[],"label_agreement":null},{"id":"W2982225546","doi":"10.1007/978-3-030-34146-6_6","title":"Towards a Catalog of Goals for Strategic Coopetition","year":2019,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Coopetition; Computer science; Empirical research; Knowledge management; Competition (biology); Listing (finance); Hyperlink; Exploratory research; Data science; World Wide Web; Business; Web page; Game theory","score_opus":0.03434081514559421,"score_gpt":0.24530238230496235,"score_spread":0.21096156715936815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982225546","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019458361,0.000119255055,0.9530041,0.000714369,0.0019123299,0.00079150236,0.000019868854,0.00005991208,0.041432783],"genre_scores_gemma":[0.9872109,0.00000966325,0.009319895,0.0015031357,0.0013880464,0.000010664706,0.00021851514,0.000035359804,0.00030376852],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99857694,0.0000017879462,0.0003665129,0.000488727,0.0003216344,0.0002444075],"domain_scores_gemma":[0.9985356,0.000055931625,0.0004090219,0.00032030963,0.0006728016,0.0000063510747],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00040749164,0.0002447517,0.00032910836,0.00058352825,0.000089777976,0.00023684699,0.00051370985,0.00021234358,0.00007286565],"category_scores_gemma":[0.000042205695,0.0002189194,0.00006628144,0.00049142004,0.0002679741,0.00076680916,0.00016092675,0.00020087726,0.00003652374],"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":[0.000046042278,0.000037145197,0.00012795781,0.0010311026,0.00001350638,0.0000041700187,0.000026910056,0.016296955,0.0007645239,0.87518626,0.000080683116,0.106384724],"study_design_scores_gemma":[0.00078039157,0.0000998235,0.0008278048,0.001057729,0.000046145116,0.0000057227535,7.92874e-7,0.15173818,0.0009632014,0.8356795,0.008002473,0.00079823966],"about_ca_topic_score_codex":0.000086956126,"about_ca_topic_score_gemma":0.000081495135,"teacher_disagreement_score":0.98526514,"about_ca_system_score_codex":0.000048469472,"about_ca_system_score_gemma":0.00027639154,"threshold_uncertainty_score":0.89272743},"labels":[],"label_agreement":null},{"id":"W2982554274","doi":"10.22215/timreview/1272","title":"Live and Let Die: On the Management of Creativity","year":2019,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Exploit; Creativity; Leverage (statistics); Production (economics); Order (exchange); Management; Technological change; Computer science; Knowledge management; Business; Artificial intelligence; Economics; Political science; Computer security; Microeconomics; Finance; Law","score_opus":0.027168641687935476,"score_gpt":0.25818524356534467,"score_spread":0.2310166018774092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2982554274","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.50399876,0.0057340465,0.0012214634,0.07259543,0.00048534173,0.0055606174,0.000003901865,0.00059553905,0.40980488],"genre_scores_gemma":[0.9770875,0.010867502,0.0005066822,0.009835967,0.000053476255,0.00022191767,0.000057130495,0.000023827839,0.0013459835],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99875873,0.000009612854,0.00050417095,0.00031399107,0.00023254733,0.00018091779],"domain_scores_gemma":[0.9986433,0.00001770358,0.0005236181,0.0005353515,0.000278,0.000002038158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00080349407,0.0001950722,0.00028290122,0.000617098,0.00010732878,0.000044616325,0.00031227368,0.00007811103,0.00046075377],"category_scores_gemma":[0.000023337188,0.00014023257,0.000029560284,0.003577746,0.00011877651,0.00040514607,0.00029471028,0.00017101006,0.0004582691],"study_design_candidate":"theoretical_or_conceptual","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":[0.000008662191,0.00005279125,0.0032548516,0.0054798718,0.00009684028,0.0000032765292,0.0000016984108,0.0000019859722,0.000029485385,0.90796936,0.0025198727,0.08058128],"study_design_scores_gemma":[0.0012778656,0.00008323246,0.06318333,0.012337935,0.0005163432,0.0000035412857,0.0006695062,0.00024964105,0.0002611538,0.10594386,0.8147443,0.0007292842],"about_ca_topic_score_codex":0.000009517892,"about_ca_topic_score_gemma":0.0000010683019,"teacher_disagreement_score":0.81222445,"about_ca_system_score_codex":0.000018361307,"about_ca_system_score_gemma":0.0000033078802,"threshold_uncertainty_score":0.5890275},"labels":[],"label_agreement":null},{"id":"W2990936354","doi":"10.7202/1072646ar","title":"Modes de coordination et performance des relations client-fournisseur : l’effet modérateur des risques collaboratifs","year":2020,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.032827352174635026,"score_gpt":0.25647859081021424,"score_spread":0.2236512386355792,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2990936354","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46355373,0.0010042514,0.06013623,0.07881254,0.0015980664,0.0007719981,0.00006304644,0.0003575089,0.39370263],"genre_scores_gemma":[0.9708424,0.000738204,0.0063292044,0.0041550416,0.0008909067,0.000086546264,0.00057121326,0.000056318782,0.016330153],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9978739,0.00005526645,0.0006189148,0.00048619826,0.00051534054,0.00045039688],"domain_scores_gemma":[0.9981561,0.000042985295,0.00039556046,0.00017834136,0.0011834973,0.000043517204],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00067009276,0.00035591098,0.00022421897,0.0004081571,0.00058245345,0.0012491693,0.00050062797,0.00014858771,0.0012916932],"category_scores_gemma":[0.00019544137,0.000411223,0.00008849671,0.0015898612,0.00025018703,0.0060615316,0.00031477283,0.00029717464,0.00089425646],"study_design_candidate":"theoretical_or_conceptual","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":[0.00022542143,0.0004374821,0.12658077,0.0017060522,0.000420805,0.00003934434,0.00070095464,0.07351135,0.0003431194,0.7017643,0.06069864,0.03357175],"study_design_scores_gemma":[0.0013186217,0.00005738925,0.14090094,0.00063917245,0.00022085813,0.0000049234,0.0018868695,0.58892214,0.00019362135,0.013581407,0.25169435,0.0005796816],"about_ca_topic_score_codex":0.00015957285,"about_ca_topic_score_gemma":0.00006337675,"teacher_disagreement_score":0.6881829,"about_ca_system_score_codex":0.000342705,"about_ca_system_score_gemma":0.000063693595,"threshold_uncertainty_score":0.99988365},"labels":[],"label_agreement":null},{"id":"W2991116700","doi":"10.3917/eh.096.0171","title":"L’entreprise au prisme de la science-fiction","year":2019,"lang":"fr","type":"article","venue":"Entreprises et histoire","topic":"Business Strategy and Innovation","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":"Centre Intégré de Santé et de Services Sociaux des Laurentides; Université du Québec à Montréal","funders":"","keywords":"Political science","score_opus":0.010579943321045376,"score_gpt":0.23284928849017875,"score_spread":0.22226934516913338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991116700","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.55575556,0.0025514949,0.0007438618,0.014271948,0.0066150175,0.00044000553,0.000004248023,0.00023914906,0.4193787],"genre_scores_gemma":[0.95512676,0.0002257478,0.0002786744,0.0013126367,0.000936875,0.000015832156,0.000043850127,0.000049234368,0.042010393],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974187,0.00006568206,0.000478427,0.00076003134,0.0005332676,0.00074390846],"domain_scores_gemma":[0.998244,0.0001059244,0.0004672296,0.0006146294,0.0005234477,0.000044781787],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0015383911,0.0003473921,0.00029514226,0.00053876574,0.00080220355,0.000824028,0.0004625596,0.00028163625,0.0043126466],"category_scores_gemma":[0.00043679192,0.00038720702,0.00013295554,0.001799104,0.0010579404,0.0044058673,0.00029074601,0.00047622656,0.0030521704],"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":[0.00014900381,0.00090424804,0.2937036,0.0012361744,0.00006250601,0.00006834991,0.001386978,0.0023412677,0.0064694784,0.512923,0.060069777,0.12068561],"study_design_scores_gemma":[0.00092727575,0.000016448805,0.10164381,0.0004133306,0.00010487651,0.000022020386,0.00069310825,0.004443559,0.0003410026,0.005596997,0.88527745,0.0005201312],"about_ca_topic_score_codex":0.00187543,"about_ca_topic_score_gemma":0.000023457911,"teacher_disagreement_score":0.82520765,"about_ca_system_score_codex":0.0010171521,"about_ca_system_score_gemma":0.00068173936,"threshold_uncertainty_score":0.99985796},"labels":[],"label_agreement":null},{"id":"W2991221527","doi":"10.1287/ijoc.2020.1026","title":"Team Orienteering with Time-Varying Profit","year":2021,"lang":"en","type":"article","venue":"INFORMS journal on computing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Group for Research in Decision Analysis; HEC Montréal; Polytechnique Montréal","funders":"","keywords":"Orienteering; Computer science; Business; Operations management; Marketing; Operations research; Economics; Engineering; Geography; Cartography","score_opus":0.014568721982292943,"score_gpt":0.21947290419839557,"score_spread":0.20490418221610263,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991221527","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86021805,0.000026173346,0.009863366,0.0008327994,0.00071194395,0.000097273594,2.2867094e-7,0.00014617135,0.12810399],"genre_scores_gemma":[0.9939723,0.0000018353559,0.0014915428,0.0024036914,0.0018006467,8.960204e-7,0.000014639175,0.000023632556,0.00029078705],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99882114,0.0000034906257,0.00038682987,0.00014742748,0.0003333199,0.0003078088],"domain_scores_gemma":[0.99883306,0.000024377106,0.0003908851,0.00012327416,0.0006137182,0.000014690776],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037588712,0.00016602625,0.00017291418,0.00022116011,0.0005365394,0.00092369685,0.00014472268,0.000052747415,0.00016018444],"category_scores_gemma":[0.00008886894,0.0001228187,0.000048494712,0.0008943674,0.000021717045,0.0020261086,0.00009349638,0.00042568825,0.00026376435],"study_design_candidate":"simulation_or_modeling","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":[0.0007912245,0.00038970623,0.17189044,0.0010231448,0.00050450524,0.001385229,0.000620572,0.17439486,0.0077996617,0.19600216,0.011275802,0.4339227],"study_design_scores_gemma":[0.009431678,0.0003206421,0.09054026,0.006254849,0.00020782872,0.003539804,0.0017199168,0.48227796,0.007822196,0.0056904186,0.38894305,0.0032513996],"about_ca_topic_score_codex":0.000006788984,"about_ca_topic_score_gemma":9.67497e-7,"teacher_disagreement_score":0.4306713,"about_ca_system_score_codex":0.00004580753,"about_ca_system_score_gemma":0.0000782343,"threshold_uncertainty_score":0.890723},"labels":[],"label_agreement":null},{"id":"W2991409611","doi":"10.3917/entin.041.0009","title":"La reprise de PME en mode associatif : une alternative possible et viable au Québec","year":2019,"lang":"fr","type":"article","venue":"Entreprendre & Innover","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Centre Intégré de Santé et Services Sociaux de Chaudière-Appalache","funders":"","keywords":"Reprise; Humanities; Physics; Political science; Philosophy","score_opus":0.008607051103921924,"score_gpt":0.24744236068624562,"score_spread":0.23883530958232368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991409611","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7502043,0.0006592,0.0012608169,0.031300392,0.0025090799,0.0004546058,0.000044243814,0.00017358678,0.21339376],"genre_scores_gemma":[0.90959865,0.00007019499,0.0002131477,0.0026535303,0.0011706939,0.000022231116,0.00017168604,0.00007295792,0.086026885],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973174,0.00014207626,0.000623914,0.0007094422,0.0004480992,0.0007590889],"domain_scores_gemma":[0.9979308,0.00021832426,0.0006852756,0.0005812939,0.0005547455,0.0000295106],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0011412993,0.0004330621,0.000443935,0.00029721632,0.00020343212,0.00057426817,0.0004124935,0.0004302795,0.004170054],"category_scores_gemma":[0.00036671138,0.00047065693,0.00014921982,0.0016857659,0.00010592581,0.0036111616,0.000349645,0.0007418473,0.0034849085],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015676979,0.0006359083,0.5596723,0.00072172156,0.00037612583,0.00006748814,0.0031893977,0.006228245,0.001086638,0.38341928,0.0342539,0.010192214],"study_design_scores_gemma":[0.002811514,0.00003614914,0.23187332,0.0009950175,0.0002225307,0.00001895111,0.0010785138,0.016266163,0.0010618571,0.018399304,0.72612876,0.0011079112],"about_ca_topic_score_codex":0.25748926,"about_ca_topic_score_gemma":0.01465727,"teacher_disagreement_score":0.69187486,"about_ca_system_score_codex":0.0010080239,"about_ca_system_score_gemma":0.0008101502,"threshold_uncertainty_score":0.9997745},"labels":[],"label_agreement":null},{"id":"W2991898487","doi":"10.59876/a-45c0-ghg6","title":"Influence des caractéristiques des pilotes de réseaux locaux d'organisations sur leurs rôles","year":2008,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Pilotage; Art","score_opus":0.05761198078434159,"score_gpt":0.2612148740365568,"score_spread":0.2036028932522152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2991898487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91430795,0.000038130926,0.009484273,0.001100485,0.00022622755,0.00015887432,0.0000042030947,0.00023895566,0.0744409],"genre_scores_gemma":[0.994287,0.00014147977,0.002387141,0.0016805014,0.00045528056,0.000039989292,0.00012068678,0.00002577831,0.00086214434],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988442,0.000008038919,0.0002962691,0.00025855546,0.00032836825,0.0002645538],"domain_scores_gemma":[0.9990674,0.000026377822,0.00016546909,0.00016186951,0.0005663278,0.000012542323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022046738,0.00018182746,0.00011287787,0.00038272224,0.00047463775,0.00028816794,0.00038284014,0.00004873615,0.00030695088],"category_scores_gemma":[0.00012081849,0.00018778406,0.000047028436,0.00053034746,0.00024981453,0.0024397625,0.00016946523,0.00010398309,0.0002243502],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043372103,0.0002322333,0.6055846,0.00018521574,0.00013641229,0.0000634642,0.00018284598,0.0041630105,0.00064509315,0.37568253,0.007829693,0.0052515147],"study_design_scores_gemma":[0.0003605769,0.000007860505,0.9363885,0.00007701185,0.000033053006,0.000012605036,0.00025864923,0.0023910592,0.0003720318,0.039267745,0.020583516,0.00024741117],"about_ca_topic_score_codex":0.0016550842,"about_ca_topic_score_gemma":0.00021683579,"teacher_disagreement_score":0.33641478,"about_ca_system_score_codex":0.00014792776,"about_ca_system_score_gemma":0.000030727086,"threshold_uncertainty_score":0.76576114},"labels":[],"label_agreement":null},{"id":"W2993584563","doi":"","title":"US industrial conglomerate finds strength in diversity [Taking stock]","year":2011,"lang":"en","type":"article","venue":"Engineering & Technology","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"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":"Corporation; Conglomerate; Stock (firearms); Quarter (Canadian coin); Diversity (politics); Business; Economy; Economics; Finance; Geography; Archaeology; Geology; Political science","score_opus":0.04288548118333703,"score_gpt":0.1981569872488453,"score_spread":0.15527150606550827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2993584563","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9935947,0.000023637418,0.0009687143,0.00019921675,0.0006095227,0.000118473494,9.268977e-7,0.0004777693,0.004007027],"genre_scores_gemma":[0.99936265,0.000001939853,0.00028371514,0.000071498565,0.00021904393,0.000011702832,0.000009537084,0.000015871225,0.000024018316],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99922377,0.0000019097918,0.00020319062,0.00020575325,0.00008345981,0.00028189592],"domain_scores_gemma":[0.9996225,0.0000075564362,0.0001295562,0.00016558444,0.00007000839,0.000004766178],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00014588128,0.00014929242,0.00016753441,0.00090213295,0.000100926336,0.00003349543,0.00025076867,0.0002841593,0.00016848349],"category_scores_gemma":[0.0001387353,0.00016418242,0.000021772732,0.0015632417,0.00003995091,0.0005742888,0.00031084774,0.00038947936,0.000044065695],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000059488535,0.00014819621,0.7634428,0.00007722913,0.000045710196,0.00009388882,0.000084379055,0.001458174,0.0013350317,0.21236293,0.0003231992,0.020568943],"study_design_scores_gemma":[0.004154184,0.00007561232,0.92238694,0.00028352276,0.00007653215,0.000013994808,0.0002891994,0.032800753,0.004339091,0.004928295,0.02926799,0.0013839041],"about_ca_topic_score_codex":0.0004987293,"about_ca_topic_score_gemma":0.000051164112,"teacher_disagreement_score":0.20743462,"about_ca_system_score_codex":0.00003859533,"about_ca_system_score_gemma":0.000011626623,"threshold_uncertainty_score":0.6695165},"labels":[],"label_agreement":null},{"id":"W2994053286","doi":"10.7202/1077437ar","title":"Ambidextrie adaptative et environnement dynamique : étude longitudinale d’une PME","year":2021,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Physics; Humanities; Art","score_opus":0.02448714060610645,"score_gpt":0.24584789104635643,"score_spread":0.22136075044024997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2994053286","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.023475612,0.0033277469,0.07553216,0.22399533,0.010536237,0.00078304403,0.00007760336,0.00021088801,0.6620614],"genre_scores_gemma":[0.89750767,0.0014124546,0.0035445534,0.010595602,0.0013272255,0.00012147054,0.0017978314,0.000071688555,0.083621524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973103,0.000040766376,0.0006851628,0.0007376891,0.00075147726,0.00047459718],"domain_scores_gemma":[0.99835473,0.000046414712,0.00043420203,0.0003665038,0.0007730398,0.000025115114],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00055276754,0.00042021798,0.00029085745,0.0004087311,0.00026016246,0.0009185864,0.0004839777,0.0001472992,0.0077128513],"category_scores_gemma":[0.00007429488,0.00050251075,0.00016920695,0.0011602232,0.00014803854,0.002753621,0.0007762324,0.00034292572,0.0018041204],"study_design_candidate":"theoretical_or_conceptual","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":[0.00006774293,0.00092209986,0.011005709,0.00056245876,0.00085906865,0.0006895247,0.000086109554,0.0021176639,0.00011346973,0.92807704,0.03351442,0.021984693],"study_design_scores_gemma":[0.0014599533,0.000018289002,0.14967754,0.0005539081,0.00024090668,0.000014107711,0.0013572696,0.0114000365,0.00009981926,0.012818211,0.8217709,0.00058906805],"about_ca_topic_score_codex":0.00058680173,"about_ca_topic_score_gemma":0.0007997201,"teacher_disagreement_score":0.9152588,"about_ca_system_score_codex":0.0002865774,"about_ca_system_score_gemma":0.00004995576,"threshold_uncertainty_score":0.9997426},"labels":[],"label_agreement":null},{"id":"W2996252337","doi":"10.3917/riges.444.0093","title":"On a lu pour vous – Prospérer malgré les imitateurs, de Howard Yu","year":2019,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.01968696337698462,"score_gpt":0.21807700677634126,"score_spread":0.19839004339935665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2996252337","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.89977145,0.0010921998,0.0017430629,0.07605808,0.002867774,0.00052297785,0.000005877735,0.00017313003,0.01776546],"genre_scores_gemma":[0.96857053,0.00008453611,0.00036189726,0.0015517612,0.0011060375,0.000023538507,0.00012295404,0.000046816192,0.02813195],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99863213,0.000032393837,0.00028515473,0.00036892257,0.00023593842,0.0004454644],"domain_scores_gemma":[0.9990458,0.000047138616,0.00025914895,0.0002371786,0.00039564277,0.000015092534],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047289257,0.0002643152,0.00020043284,0.00022819139,0.0001787458,0.00037936092,0.00015036875,0.00033599767,0.0011822887],"category_scores_gemma":[0.00019301221,0.0002731661,0.00007031549,0.0006052353,0.000054495416,0.001354951,0.000055482116,0.00036479818,0.0047605527],"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":[0.0003222984,0.00042340235,0.08429039,0.0017397611,0.00005894433,0.000036223446,0.00008851967,0.0037975493,0.0037561974,0.6777279,0.049230482,0.17852834],"study_design_scores_gemma":[0.002000205,0.00014288555,0.7254923,0.00191433,0.00019941408,0.000028465822,0.00038241406,0.025382333,0.00048336323,0.03189073,0.2111325,0.00095109455],"about_ca_topic_score_codex":0.0006101657,"about_ca_topic_score_gemma":0.00002843845,"teacher_disagreement_score":0.6458371,"about_ca_system_score_codex":0.000112993424,"about_ca_system_score_gemma":0.00005769363,"threshold_uncertainty_score":0.99997205},"labels":[],"label_agreement":null},{"id":"W2999059679","doi":"","title":"Réussir sa création d'entreprise : Sans business plan - En construisant son opportunité, en travaillant son intuition, avec les approches IDéO et SynOpp Ed. 1","year":2012,"lang":"fr","type":"book","venue":"Eyrolles eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Art","score_opus":0.029286271399897038,"score_gpt":0.2271600107753739,"score_spread":0.19787373937547686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999059679","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12061462,0.0041137687,0.012529682,0.0073363343,0.006907788,0.0051761153,0.000568774,0.0013508151,0.8414021],"genre_scores_gemma":[0.91076356,0.0013186733,0.00072624773,0.0019685337,0.008761123,0.00038003258,0.008877859,0.0004348303,0.06676913],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940513,0.00030963763,0.0020243388,0.0013335195,0.0009960163,0.0012852022],"domain_scores_gemma":[0.9947601,0.00045913368,0.0022223676,0.0008817465,0.0015480289,0.00012861007],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001959493,0.0016385549,0.0014948981,0.0012103856,0.0010397658,0.0011258512,0.00082706433,0.0017828651,0.0025423907],"category_scores_gemma":[0.00041347108,0.0016041076,0.00036694395,0.00048782164,0.00080644863,0.0018173407,0.0004628917,0.0014250457,0.00077280164],"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":[0.001184577,0.001063487,0.014969607,0.010743606,0.0013149967,0.00026832367,0.0053656613,0.00032618755,0.0029488928,0.6610968,0.07438211,0.2263357],"study_design_scores_gemma":[0.0037754846,0.00008738509,0.059445817,0.0055506984,0.0016780916,0.00020972808,0.0030236035,0.0017225752,0.00048881856,0.010540347,0.9096453,0.0038321638],"about_ca_topic_score_codex":0.0007020402,"about_ca_topic_score_gemma":0.00028297602,"teacher_disagreement_score":0.8352632,"about_ca_system_score_codex":0.00041008208,"about_ca_system_score_gemma":0.0010348493,"threshold_uncertainty_score":0.99991107},"labels":[],"label_agreement":null},{"id":"W2999409124","doi":"","title":"Fondateurs, successeurs et repreneurs : Quel impact sur la performance de la PME ?","year":2010,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"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":"Computer science; Humanities; Art","score_opus":0.010843749505826736,"score_gpt":0.23829745069748504,"score_spread":0.2274537011916583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999409124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8123087,0.0011514103,0.0039897365,0.03172155,0.0007039811,0.00024527847,0.000018672456,0.0002326245,0.149628],"genre_scores_gemma":[0.98081183,0.00094447506,0.0024383352,0.00047633355,0.00013630265,0.000025767959,0.0003645391,0.00007267479,0.014729715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99623543,0.0016555892,0.00054580934,0.0006081439,0.000365225,0.00058982905],"domain_scores_gemma":[0.9940409,0.0012112573,0.00060978846,0.0012444463,0.0028232113,0.00007041545],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.009944082,0.0003941897,0.00031005114,0.00031137458,0.0005459672,0.0018116415,0.0009479075,0.0004146308,0.00074501644],"category_scores_gemma":[0.0026320042,0.00041828895,0.00016434565,0.0014148296,0.00057211734,0.0032348614,0.0004023625,0.0010769224,0.0001619203],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005783147,0.0011199476,0.23236422,0.0006677425,0.000083383165,0.000019371742,0.001086279,0.00024056685,0.01459055,0.6420195,0.010350677,0.09739989],"study_design_scores_gemma":[0.0013813165,8.919937e-7,0.4615782,0.0018384645,0.000120483965,0.00008242843,0.00009893537,0.037298083,0.013451539,0.0044653947,0.47879973,0.0008845309],"about_ca_topic_score_codex":0.0098009845,"about_ca_topic_score_gemma":0.0024541188,"teacher_disagreement_score":0.63755417,"about_ca_system_score_codex":0.00006356065,"about_ca_system_score_gemma":0.00037719205,"threshold_uncertainty_score":0.9998269},"labels":[],"label_agreement":null},{"id":"W2999583126","doi":"10.1522/revueot.v28n2.1053","title":"La technologie de la chaîne de blocs (blockchain) : catalyseur ou inhibiteur de l’économie collaborative?","year":2019,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.012030044752886784,"score_gpt":0.22963708285447862,"score_spread":0.21760703810159182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999583126","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88270015,0.00239007,0.0011090694,0.094889596,0.0005492737,0.0006405792,0.00005746887,0.00045083178,0.017212948],"genre_scores_gemma":[0.9829497,0.00022283051,0.002443482,0.001030862,0.00113955,0.000067427965,0.00011414568,0.0000956682,0.011936372],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980156,0.00012895637,0.0005474231,0.0005019396,0.00014375868,0.00066233147],"domain_scores_gemma":[0.99835974,0.00026158508,0.0004383143,0.00051865977,0.00038500916,0.000036664103],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009522435,0.00040077476,0.0003892071,0.00053435535,0.0004360128,0.00077605114,0.0004483065,0.00073897565,0.0004963158],"category_scores_gemma":[0.00064434385,0.00047403894,0.00009045458,0.0019653023,0.00038553678,0.0010627763,0.00021981055,0.0006234878,0.00047758143],"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":[0.000077735735,0.0011027548,0.5119901,0.0029806641,0.00033260038,0.0002039018,0.0023973277,0.004932603,0.052246585,0.33779126,0.0264701,0.05947439],"study_design_scores_gemma":[0.0011452197,0.00004435423,0.042001102,0.0009127607,0.00027711553,0.00016148377,0.0021318803,0.011196645,0.00756855,0.015225188,0.9184766,0.00085914286],"about_ca_topic_score_codex":0.0047320467,"about_ca_topic_score_gemma":0.0006699668,"teacher_disagreement_score":0.89200646,"about_ca_system_score_codex":0.0011825751,"about_ca_system_score_gemma":0.0012377026,"threshold_uncertainty_score":0.9997711},"labels":[],"label_agreement":null},{"id":"W2999601549","doi":"10.59876/a-hyke-qvb2","title":"Les modèles de sélection des partenaires dans le cadre d'une alliance internationale: perspectives de France et d'Europe centrale","year":2003,"lang":"en","type":"article","venue":"Management international","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":true,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Alliance; Selection (genetic algorithm); Political science; Welfare economics; Sociology; Humanities; Economics; Philosophy; Computer science","score_opus":0.028828996906801588,"score_gpt":0.2517154015570928,"score_spread":0.22288640465029125,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999601549","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.42088535,0.0001999138,0.16308385,0.0043968856,0.00057782425,0.00024308477,0.000006010011,0.00022278067,0.4103843],"genre_scores_gemma":[0.98535264,0.00022955763,0.002911123,0.0009317565,0.00030807423,0.000060806204,0.000069045665,0.000029523164,0.010107498],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99887246,0.0000216919,0.00023464838,0.00031476305,0.00028421567,0.00027224046],"domain_scores_gemma":[0.99933594,0.00001704709,0.00016903802,0.000128278,0.00033772443,0.000011943158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034368297,0.00017751858,0.000100735175,0.00019137004,0.00028548748,0.00036526934,0.00031175933,0.000049674636,0.00029008734],"category_scores_gemma":[0.000091391914,0.00018977429,0.00005530621,0.0005336593,0.00010908964,0.0013979562,0.00006954884,0.00013773247,0.00005495653],"study_design_candidate":"theoretical_or_conceptual","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":[0.000025592857,0.00022556403,0.12638202,0.000076907614,0.000112026646,0.000017153265,0.00023179251,0.0049133305,0.00086889573,0.8609386,0.0028616642,0.0033464236],"study_design_scores_gemma":[0.0008248013,0.000008866366,0.73681617,0.00013941556,0.000035830806,0.000012274909,0.0024017994,0.009178376,0.00093434495,0.02312541,0.2261746,0.0003481516],"about_ca_topic_score_codex":0.0012138978,"about_ca_topic_score_gemma":0.00031153945,"teacher_disagreement_score":0.8378132,"about_ca_system_score_codex":0.0001609263,"about_ca_system_score_gemma":0.000027794906,"threshold_uncertainty_score":0.77387714},"labels":[],"label_agreement":null},{"id":"W2999952418","doi":"10.1108/imr-01-2019-0018","title":"The yin and yang nature of coopetition activities: non-linear effects and the moderating role of competitive intensity for internationalised firms","year":2020,"lang":"en","type":"article","venue":"International Marketing Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":69,"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":"","keywords":"Coopetition; Industrial organization; Context (archaeology); Business; Marketing; Variance (accounting); Originality; Resource-based view; Moderation; Emerging markets; Conceptual framework; Competition (biology); Competitive advantage; Economics; Microeconomics; Psychology; Sociology; Incentive; Social psychology","score_opus":0.009327097854273303,"score_gpt":0.24043002526437504,"score_spread":0.23110292741010174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2999952418","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84634703,0.035386827,0.004711052,0.08417378,0.0016245864,0.0042765155,0.00006201893,0.00008863873,0.023329575],"genre_scores_gemma":[0.994134,0.0022998422,0.00022092763,0.0029148466,0.00031798639,0.00003473403,0.000051098996,0.000009003197,0.0000175736],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9992563,0.00003472821,0.0003207375,0.00014136311,0.00017707593,0.00006976038],"domain_scores_gemma":[0.9976717,0.0010130641,0.0004714289,0.00006167733,0.0007771333,0.0000049746996],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011226593,0.00009984989,0.00022296161,0.000033120985,0.0001336011,0.000074670264,0.0001511861,0.000039814528,0.000011036867],"category_scores_gemma":[0.003094822,0.0000628676,0.000049508257,0.00016579696,0.00014192026,0.00034380826,0.000117040334,0.00014528574,5.2654394e-7],"study_design_candidate":"theoretical_or_conceptual","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":[0.00526586,0.00010471777,0.0137364995,0.02520258,0.00061461213,0.0000019785996,0.00038815805,0.00012766682,0.009326291,0.8637908,0.002778188,0.07866264],"study_design_scores_gemma":[0.007670123,0.00011115885,0.07632844,0.034106918,0.00056614523,0.000019096919,0.0019891318,0.7337874,0.0034666015,0.0155815305,0.12555353,0.0008198789],"about_ca_topic_score_codex":0.000029806579,"about_ca_topic_score_gemma":0.000005867128,"teacher_disagreement_score":0.84820926,"about_ca_system_score_codex":0.000008230265,"about_ca_system_score_gemma":0.0000124811995,"threshold_uncertainty_score":0.37050146},"labels":[],"label_agreement":null},{"id":"W3003619780","doi":"","title":"Devenir son propre patron et le rester","year":2014,"lang":"fr","type":"book","venue":"Performance éditions eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Philosophy; Art","score_opus":0.02145059910654407,"score_gpt":0.21761434501225793,"score_spread":0.19616374590571387,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3003619780","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030266557,0.00014856394,0.001379253,0.0039917235,0.0019083528,0.00093307305,0.000044869674,0.00030393133,0.9610237],"genre_scores_gemma":[0.6863311,0.000042844105,0.00040078323,0.00277183,0.0036146017,0.00028505438,0.0022260905,0.00014244908,0.30418524],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973157,0.000040381256,0.00084933086,0.0006608581,0.0004515128,0.00068223296],"domain_scores_gemma":[0.9975496,0.000043473123,0.000820306,0.0006342337,0.0009238802,0.000028487244],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00064044615,0.0006922869,0.00053789385,0.00060919445,0.0016255296,0.00064451183,0.00044511884,0.00063723535,0.00064036506],"category_scores_gemma":[0.000038962335,0.0007179205,0.00018771677,0.00026413947,0.00052943296,0.0026289665,0.00022774978,0.0010045614,0.002517573],"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":[0.00011200597,0.00022170707,0.0018979488,0.0059457896,0.00013061803,0.000011895533,0.00007342935,0.00062833296,0.00016662742,0.85985005,0.089692995,0.041268606],"study_design_scores_gemma":[0.0008476304,0.00005787787,0.012054894,0.0021330235,0.00018684485,0.000017119395,0.000034234432,0.0044194716,0.000114260765,0.0053612273,0.9738123,0.00096114806],"about_ca_topic_score_codex":0.0001417684,"about_ca_topic_score_gemma":0.00016706665,"teacher_disagreement_score":0.8841193,"about_ca_system_score_codex":0.00017964198,"about_ca_system_score_gemma":0.00064061506,"threshold_uncertainty_score":0.9996742},"labels":[],"label_agreement":null},{"id":"W3006019025","doi":"10.2478/icas-2019-0024","title":"Possibilities of statistical analysis of hotel activity performance in a competitive environment","year":2019,"lang":"en","type":"article","venue":"Proceedings of the International Conference on Applied Statistics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Hotel industry; Tourism; Business; Competitive advantage; Marketing; Order (exchange); Service quality; Service (business); Quarter (Canadian coin); Tertiary sector of the economy; Hospitality industry; Quality (philosophy); Hotel design; Statistical analysis; Industrial organization; Geography; Finance; Mathematics; Statistics","score_opus":0.022555646845408506,"score_gpt":0.2348530748243016,"score_spread":0.2122974279788931,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006019025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9460999,5.22124e-7,0.0010002975,0.00009419297,0.000062002284,0.00016272138,0.000120739685,0.0000043612376,0.052455287],"genre_scores_gemma":[0.9989826,0.0000061467617,0.00082825765,0.00004380865,0.000015342079,0.000007779552,0.00003041436,0.0000049796463,0.00008065799],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990682,0.000001258989,0.00031700302,0.00014734312,0.0003835797,0.00008264024],"domain_scores_gemma":[0.9989921,0.000055300305,0.000521492,0.00006561006,0.0003621363,0.000003377543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018276658,0.00009312258,0.00023751777,0.00026929655,0.000015951224,0.000027222446,0.0002622298,0.000034659013,0.0004382456],"category_scores_gemma":[0.00005108537,0.00007570142,0.000027081207,0.00035224037,0.0001321488,0.000183901,0.000094015835,0.000104376944,0.0000068344957],"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":[0.00022060434,0.00012340788,0.08275852,0.00018315393,0.000087553315,3.863669e-8,0.000054149335,0.000352304,0.013628271,0.90197855,0.000018300674,0.00059513643],"study_design_scores_gemma":[0.00037685843,0.000024541834,0.9136915,0.00008999739,0.00009958164,6.4759156e-8,0.0005192768,0.05926417,0.0062373984,0.0195418,0.000045396075,0.00010938472],"about_ca_topic_score_codex":0.000086292785,"about_ca_topic_score_gemma":0.000015274898,"teacher_disagreement_score":0.88243675,"about_ca_system_score_codex":0.000033892196,"about_ca_system_score_gemma":0.00002304949,"threshold_uncertainty_score":0.4798482},"labels":[],"label_agreement":null},{"id":"W3006519036","doi":"10.21552/delphi/2019/4/11","title":"The Use of AI by Online Intermediation Platforms","year":2019,"lang":"en","type":"article","venue":"Delphi - Interdisciplinary Review of Emerging Technologies","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":"Center for Interuniversity Research and Analysis on Organizations; HEC Montréal","funders":"","keywords":"Transparency (behavior); Intermediation; Trustworthiness; Accountability; Computer science; Artificial intelligence; Digital ecosystem; Segmentation; Data science; Knowledge management; Business; Computer security; Political science","score_opus":0.03813029554549243,"score_gpt":0.3004190033136104,"score_spread":0.26228870776811797,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006519036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9156216,0.024190176,0.0017555361,0.05357732,0.0015167093,0.0013872172,0.000044177614,0.0007886153,0.0011186746],"genre_scores_gemma":[0.99066454,0.007984575,0.00028794704,0.0006169167,0.000064553824,0.00002880083,0.00024677927,0.000021757494,0.0000841477],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985794,0.000004604166,0.0007892916,0.00021213366,0.00022012269,0.00019444335],"domain_scores_gemma":[0.99821085,0.00007120966,0.0007902334,0.000514307,0.00041076497,0.0000026156922],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035234448,0.00018445852,0.0003643264,0.00022564131,0.00012202583,0.000051602932,0.00057525845,0.000104254155,0.00004774498],"category_scores_gemma":[0.0003239309,0.00011669024,0.00011683356,0.00095537136,0.00020523829,0.0015903708,0.0009988884,0.00025430231,0.000027022532],"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":[0.0002749347,0.0005607641,0.021504147,0.032257035,0.00028810947,0.000004218503,0.00013532373,0.00018347723,0.007888327,0.19025518,0.30055007,0.44609842],"study_design_scores_gemma":[0.001550793,0.00043991182,0.010937564,0.056093533,0.0004224796,0.000015920568,0.008323585,0.033881996,0.005026589,0.0902717,0.791284,0.0017519183],"about_ca_topic_score_codex":0.000015374459,"about_ca_topic_score_gemma":0.000011049805,"teacher_disagreement_score":0.49073395,"about_ca_system_score_codex":0.00001947035,"about_ca_system_score_gemma":0.000013795677,"threshold_uncertainty_score":0.47584897},"labels":[],"label_agreement":null},{"id":"W3006571864","doi":"10.1504/ijhrdm.2020.10026845","title":"Training and the competitiveness of the Québec multimedia-IT sector","year":2020,"lang":"en","type":"article","venue":"International Journal of Human Resources Development and Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"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 TÉLUQ; Université du Québec à Montréal","funders":"","keywords":"Training (meteorology); Diversity (politics); SWOT analysis; Business; Quality (philosophy); Order (exchange); Marketing; Knowledge management; Public relations; Political science; Finance; Computer science; Geography","score_opus":0.041172449711315645,"score_gpt":0.23783704895525817,"score_spread":0.19666459924394253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006571864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96760046,0.00018303852,0.000350635,0.022221757,0.0003211583,0.00018330429,5.929083e-7,0.000009269061,0.009129798],"genre_scores_gemma":[0.99632126,0.00003334376,0.0002768248,0.0028362363,0.00038083777,0.000003838233,0.0000021933988,0.0000067713413,0.00013872182],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99906886,0.000012786977,0.00039686667,0.00009001664,0.00035558967,0.000075911885],"domain_scores_gemma":[0.99920905,0.00003167548,0.00047895714,0.000043153323,0.00022828941,0.000008905629],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003698357,0.00009397761,0.0001479556,0.000109193854,0.00015463299,0.00014621005,0.00034247697,0.00001845626,0.00008631642],"category_scores_gemma":[0.000027185471,0.00005431328,0.0000410198,0.00012828074,0.00016574915,0.00026533473,0.00024560333,0.000096647935,0.0000018826781],"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":[0.0022169424,0.00035773573,0.12887919,0.0017761833,0.004255942,0.00013795812,0.058733,0.00062108313,0.0014106986,0.5147005,0.0045377105,0.2823731],"study_design_scores_gemma":[0.004033006,0.000017823766,0.25918022,0.0004397699,0.00011448518,0.000011119856,0.006535761,0.0008294298,0.00021557842,0.0008038517,0.7276244,0.00019452526],"about_ca_topic_score_codex":0.00010257272,"about_ca_topic_score_gemma":0.00011146585,"teacher_disagreement_score":0.7230867,"about_ca_system_score_codex":0.000016142789,"about_ca_system_score_gemma":0.000020203659,"threshold_uncertainty_score":0.22148313},"labels":[],"label_agreement":null},{"id":"W3006632396","doi":"10.1522/revueot.v28n3.1084","title":"Accompagner la transformation numérique des PME : une perspective écosystémique de la création de valeur","year":2020,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.018942617252083332,"score_gpt":0.2401174309174927,"score_spread":0.2211748136654094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3006632396","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.40616006,0.0015482542,0.21089655,0.33087295,0.00038489548,0.0008782703,0.00006293992,0.0005539719,0.048642106],"genre_scores_gemma":[0.9930728,0.00024437482,0.0021105509,0.0015528639,0.001878447,0.000054808464,0.00019981984,0.00007666437,0.0008096496],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983055,0.00022148725,0.0005333664,0.00036573046,0.00017325241,0.00040063684],"domain_scores_gemma":[0.998687,0.0001622629,0.00030774964,0.00019420226,0.00059985375,0.000048921855],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005790426,0.000328312,0.00028595372,0.00024674257,0.0006185079,0.0009143248,0.0002677593,0.0003894608,0.0004930015],"category_scores_gemma":[0.0005218212,0.00038773843,0.00011306872,0.001593624,0.00028531128,0.0039023063,0.000051860075,0.00046029294,0.00015399915],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008937259,0.00048557876,0.033709582,0.0031399133,0.00015391065,0.000044839744,0.044766676,0.004433758,0.018867796,0.8685429,0.010694505,0.015071166],"study_design_scores_gemma":[0.001517441,0.00006819353,0.20692979,0.0012434075,0.00032929843,0.00015788036,0.01579099,0.051363498,0.0033219864,0.06659625,0.6516158,0.0010654526],"about_ca_topic_score_codex":0.012499312,"about_ca_topic_score_gemma":0.0010119061,"teacher_disagreement_score":0.80194664,"about_ca_system_score_codex":0.000980585,"about_ca_system_score_gemma":0.0005693708,"threshold_uncertainty_score":0.9998574},"labels":[],"label_agreement":null},{"id":"W3008425220","doi":"10.1108/ejm-01-2019-0011","title":"Business-to-business referral as digital coopetition strategy","year":2020,"lang":"en","type":"article","venue":"European Journal of Marketing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Okanagan College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Framing (construction); Coopetition; Business; Originality; Marketing; Business model; Knowledge management; Computer science; Sociology; Economics; Qualitative research; Engineering","score_opus":0.035085016506873304,"score_gpt":0.2222531962360351,"score_spread":0.18716817972916178,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3008425220","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.74538136,0.000052323085,0.0027506708,0.01165701,0.0006183477,0.00012682649,0.000002580082,0.00009458389,0.23931633],"genre_scores_gemma":[0.990663,0.000011262046,0.0002589664,0.004155799,0.004666505,5.5970304e-7,0.000028291273,0.00006300398,0.0001525923],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.998164,0.000106731844,0.00080388645,0.00023697944,0.00040536115,0.00028302835],"domain_scores_gemma":[0.9969254,0.00006136307,0.00083074364,0.00012405102,0.0020101944,0.00004823589],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0021954377,0.00023483613,0.00027335633,0.00028036343,0.00018621814,0.0010446412,0.0004010109,0.00003370217,0.0003906389],"category_scores_gemma":[0.003259822,0.00021208209,0.00007186369,0.002151095,0.000042360156,0.0032572998,0.00016653104,0.00030212707,0.0007639706],"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":[0.022197949,0.0009871119,0.074339084,0.0042673377,0.0005315689,0.006156977,0.0006931312,0.028944453,0.049806714,0.025422778,0.21296495,0.5736879],"study_design_scores_gemma":[0.0015452508,0.00009011379,0.7857836,0.0007313448,0.000069197806,0.0001225787,0.0005695687,0.00045341635,0.00003732765,0.00018890476,0.20983231,0.000576373],"about_ca_topic_score_codex":0.000008329561,"about_ca_topic_score_gemma":7.307714e-7,"teacher_disagreement_score":0.71144456,"about_ca_system_score_codex":0.000021218737,"about_ca_system_score_gemma":0.00006779827,"threshold_uncertainty_score":0.9999924},"labels":[],"label_agreement":null},{"id":"W3009753369","doi":"","title":"Legemiddelindustrien og Vancouver-gruppens nye anbefalinger","year":2001,"lang":"no","type":"article","venue":"Tidsskrift for Den Norske Laegeforening","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Medicine","score_opus":0.03251475554104024,"score_gpt":0.24768894094087202,"score_spread":0.21517418539983177,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009753369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8231676,0.0025529831,0.027245149,0.007024241,0.01907777,0.00414382,0.00015208038,0.0014969705,0.11513934],"genre_scores_gemma":[0.96027696,0.000102559425,0.0022989013,0.002273761,0.010836949,0.00017295365,0.00086440006,0.00029010643,0.022883408],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9946796,0.000030581978,0.0015430566,0.0012253535,0.0007719367,0.0017494886],"domain_scores_gemma":[0.996233,0.00016102592,0.0011745323,0.0008273907,0.0015165468,0.00008749006],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012880897,0.0010036096,0.0009446729,0.00085107534,0.0013540897,0.0011046757,0.0008969277,0.0009015374,0.0017986587],"category_scores_gemma":[0.00045876575,0.0010137939,0.00043301698,0.0027283714,0.0002421902,0.0041322387,0.00037982038,0.0008848893,0.0010009676],"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":[0.0030029195,0.0011889116,0.21364938,0.003121355,0.0013572421,0.00031783513,0.0009347798,0.0040485016,0.0023257816,0.1301902,0.49037045,0.14949267],"study_design_scores_gemma":[0.003836901,0.00012752095,0.0043122037,0.0008958329,0.00078663375,0.00002357762,0.0010854612,0.020025807,0.0005467522,0.0040132375,0.96256477,0.0017812959],"about_ca_topic_score_codex":0.001222363,"about_ca_topic_score_gemma":0.0011519509,"teacher_disagreement_score":0.47219434,"about_ca_system_score_codex":0.00016391311,"about_ca_system_score_gemma":0.00019848644,"threshold_uncertainty_score":0.999946},"labels":[],"label_agreement":null},{"id":"W3010221084","doi":"10.25300/misq/2020/15089","title":"Cascading Feedback: A Longitudinal Study of a Feedback Ecosystem for Telemonitoring Patients with Chronic Disease","year":2020,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":33,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University; Queen's University","funders":"","keywords":"Intervention (counseling); Disease; Chronic disease; Psychology; Medicine; Computer science; Intensive care medicine; Internal medicine; Psychiatry","score_opus":0.02732948651033295,"score_gpt":0.2307797915054653,"score_spread":0.20345030499513234,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3010221084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99715143,0.000023589484,0.0010836344,0.00027255676,0.00023341348,0.0009900806,0.0000121426365,0.000077291515,0.00015588429],"genre_scores_gemma":[0.9985492,1.2977365e-7,0.000056552504,0.00005934454,0.0011600305,0.000080621045,0.000049852948,0.000033861343,0.000010392234],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99875194,0.0000080657055,0.0003752225,0.00034407756,0.00026238628,0.00025831716],"domain_scores_gemma":[0.99902725,0.000019857209,0.00032207128,0.00017529188,0.0004292041,0.000026317863],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000101425445,0.00020529181,0.0002640054,0.000117181335,0.00017743676,0.00018649454,0.00017824357,0.000037541082,0.000033950564],"category_scores_gemma":[0.000020847716,0.00017544499,0.00005123343,0.0006131001,0.000016268592,0.0010417592,0.00001660133,0.00008254057,0.000028120669],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010822086,0.000710399,0.9821689,0.0022379323,0.00013941705,0.000010853672,0.0008427471,0.00022933929,0.00016061976,0.0007967776,0.000509642,0.011111176],"study_design_scores_gemma":[0.006133193,0.0012006216,0.981927,0.00028084143,0.00022991527,2.913892e-7,0.0023847462,0.005647511,0.000020665275,0.00006213324,0.0016699384,0.0004431376],"about_ca_topic_score_codex":0.00016689215,"about_ca_topic_score_gemma":0.00019829399,"teacher_disagreement_score":0.010668038,"about_ca_system_score_codex":0.00004272046,"about_ca_system_score_gemma":0.000035449364,"threshold_uncertainty_score":0.7154439},"labels":[],"label_agreement":null},{"id":"W3011711825","doi":"10.19255/jmpm02209","title":"Coopetition in Projects in Cultural Industries","year":2020,"lang":"en","type":"article","venue":"UTAS Research Repository","topic":"Business Strategy and Innovation","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 en Outaouais","funders":"","keywords":"Compromise; Coopetition; Exhibition; Competition (biology); Marketing; Business; Economics; Sociology; Market economy; History; Social science","score_opus":0.16126353315983305,"score_gpt":0.3301121518032507,"score_spread":0.16884861864341766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3011711825","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9249222,0.000063408814,0.000005070274,0.0042074374,0.000111008354,0.00030903862,4.0422913e-7,0.000049595023,0.07033181],"genre_scores_gemma":[0.99850744,0.0000068349505,0.000011156692,0.0003952333,0.00078404055,0.000045534875,0.000032473778,0.000009809241,0.00020747466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988365,0.000041936426,0.00024048821,0.00023717467,0.00035886376,0.00028500592],"domain_scores_gemma":[0.9994419,0.000024989298,0.00005423215,0.00009253228,0.0003762234,0.000010088388],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048508876,0.000084483516,0.00010821642,0.00036371523,0.00012772834,0.0003272496,0.00015807847,0.000101459045,0.000030232994],"category_scores_gemma":[0.0004256038,0.00007656514,0.00001277553,0.0027953882,0.00009771141,0.0016565012,0.00010305155,0.00053341774,0.00008456332],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000898087,0.0005062958,0.64921355,0.0013360484,0.000023435696,0.0010057448,0.0013619239,0.0007250164,0.078233995,0.19311942,0.06215916,0.011417341],"study_design_scores_gemma":[0.003000077,0.00012536909,0.7493753,0.00068350433,0.000009062227,0.000012670475,0.0071549234,0.017810367,0.015765086,0.0018564896,0.20342399,0.0007831685],"about_ca_topic_score_codex":0.0016992923,"about_ca_topic_score_gemma":0.00012683078,"teacher_disagreement_score":0.19126293,"about_ca_system_score_codex":0.000063796615,"about_ca_system_score_gemma":0.000092475275,"threshold_uncertainty_score":0.31556755},"labels":[],"label_agreement":null},{"id":"W3014179895","doi":"","title":"L'apport d'internet aux Petites Entreprises (PE) touristiques dans la construction de leur positionnement stratégique : le cas des hébergeurs","year":2013,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","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":"L'Alliance Boviteq","funders":"","keywords":"Humanities; Art","score_opus":0.016934388517632747,"score_gpt":0.22602216262069338,"score_spread":0.20908777410306065,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014179895","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6544475,0.0009070191,0.19711074,0.022346599,0.0005679333,0.0007940798,0.000046409026,0.00042593371,0.12335379],"genre_scores_gemma":[0.94354373,0.0012591548,0.034148354,0.00027516863,0.0002446973,0.00019434496,0.0016647697,0.00010073698,0.018569037],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99453264,0.0019923782,0.0011625005,0.0011151725,0.00049323536,0.0007040956],"domain_scores_gemma":[0.9908274,0.00056996004,0.0013489473,0.0012759785,0.0058727264,0.00010499984],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004408013,0.00072309346,0.00057430286,0.00040379912,0.0009092629,0.0023953065,0.0010622942,0.0005970092,0.0014360992],"category_scores_gemma":[0.0011743766,0.0008327095,0.0002914406,0.00076819764,0.0011779326,0.0017259258,0.0009856713,0.0008837473,0.00020948048],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000030585838,0.00096785725,0.0822508,0.000937291,0.00019185791,0.000027782136,0.0030945437,0.00025534915,0.004431505,0.8847101,0.0035556855,0.019546663],"study_design_scores_gemma":[0.0026165042,0.0000041808144,0.50805897,0.01482481,0.00077955186,0.00032801568,0.0059125754,0.040509943,0.0872404,0.15470463,0.18156925,0.0034511595],"about_ca_topic_score_codex":0.052133743,"about_ca_topic_score_gemma":0.011319015,"teacher_disagreement_score":0.73000544,"about_ca_system_score_codex":0.0004175567,"about_ca_system_score_gemma":0.0008055379,"threshold_uncertainty_score":0.99947673},"labels":[],"label_agreement":null},{"id":"W3014546614","doi":"","title":"Interfirm Collaboration Networks: The Impact of Network Structure on Firm Innovation","year":2007,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"McGill University","funders":"","keywords":"Alliance; Cluster analysis; Business; Industrial organization; Network structure; Proposition; Information transmission; Path (computing); Range (aeronautics); Computer science; Engineering","score_opus":0.015367319329168277,"score_gpt":0.2648407202276043,"score_spread":0.24947340089843603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3014546614","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9587451,0.00002513419,0.017185891,0.00089376303,0.00071695587,0.000315782,0.0000016295368,0.00007685006,0.022038853],"genre_scores_gemma":[0.99639606,0.0000015402458,0.00007263318,0.0012289932,0.0020734253,0.0000024674002,0.00013126095,0.00001411216,0.00007948131],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99905443,0.0000059513527,0.0004165157,0.00014234472,0.00016528787,0.00021546411],"domain_scores_gemma":[0.99852365,0.000045711844,0.00040987215,0.00019626638,0.00082149776,0.0000030121073],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00059815665,0.00014511179,0.00012773962,0.00021618696,0.00016910842,0.00015899434,0.00014859138,0.0001064263,0.00035732402],"category_scores_gemma":[0.000076549135,0.00008731117,0.000035560126,0.0047216727,0.000045358356,0.0008521229,0.00003599164,0.00015482702,0.0000129801065],"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":[0.00042292458,0.00006958446,0.044465102,0.000033640958,0.000061975086,0.0000011107695,0.000028266944,0.11659179,0.0012585345,0.7755453,0.04777595,0.01374583],"study_design_scores_gemma":[0.0009124752,0.00012035169,0.886653,0.00011693186,0.000040178158,0.0000018886158,0.00035479042,0.07497331,0.00060965336,0.02461069,0.0111760935,0.0004306621],"about_ca_topic_score_codex":0.00020300696,"about_ca_topic_score_gemma":0.00023072664,"teacher_disagreement_score":0.8421879,"about_ca_system_score_codex":0.000040013205,"about_ca_system_score_gemma":0.000025773059,"threshold_uncertainty_score":0.39124477},"labels":[],"label_agreement":null},{"id":"W3015488491","doi":"","title":"L'étude des relations entre les antécédents de la performance de la collaboration et la performance des personnes qui collaborent dans les routes touristiques","year":2019,"lang":"fr","type":"article","venue":"Archipelago (Université du Québec à Montréal)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Psychology; Art","score_opus":0.0058519373513755265,"score_gpt":0.19290663104514635,"score_spread":0.18705469369377084,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015488491","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97436666,0.005087881,0.0015591615,0.0018611065,0.00016545576,0.00034987542,0.000028398275,0.00017419289,0.016407244],"genre_scores_gemma":[0.99102545,0.005161378,0.0016017926,0.00013243477,0.00025349288,0.000014614593,0.000101262376,0.000060238508,0.0016493255],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99805033,0.00034590383,0.00034068184,0.0004173662,0.00030834667,0.0005373829],"domain_scores_gemma":[0.99825394,0.00045538132,0.00037845437,0.00026102236,0.0005963381,0.00005483728],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.00089004706,0.0004177408,0.00031753522,0.00039010457,0.0015466512,0.00062811613,0.00039948383,0.00034534605,0.00038088855],"category_scores_gemma":[0.00016920791,0.00046504498,0.00010480238,0.0012350198,0.00088686426,0.00393258,0.00021040477,0.0004855539,0.00012511133],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024418213,0.00031327058,0.8693326,0.0008379663,0.00012596477,0.00004278198,0.07256253,0.008422483,0.0011718234,0.022596825,0.0008832132,0.023466349],"study_design_scores_gemma":[0.0011682156,0.00007768157,0.86451155,0.00083288783,0.00023017221,0.000041905318,0.06981561,0.042236287,0.00017899513,0.0006791078,0.019722812,0.00050477183],"about_ca_topic_score_codex":0.14219779,"about_ca_topic_score_gemma":0.1894374,"teacher_disagreement_score":0.04723961,"about_ca_system_score_codex":0.0007367404,"about_ca_system_score_gemma":0.00069053797,"threshold_uncertainty_score":0.9997801},"labels":[],"label_agreement":null},{"id":"W3015848460","doi":"10.7193/dm.057.71.73","title":"La réinvention des modèles d’affaires : aligner votre PME sur une proposition de valeur au client","year":2010,"lang":"fr","type":"article","venue":"Décisions Marketing","topic":"Business Strategy and Innovation","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":"HEC Montréal","funders":"","keywords":"Art","score_opus":0.018896558396222295,"score_gpt":0.24231718512747383,"score_spread":0.22342062673125154,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3015848460","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9350236,0.00053258333,0.0050332053,0.0060931607,0.0022985726,0.00040900035,0.000013743259,0.00020743681,0.05038871],"genre_scores_gemma":[0.9891825,0.00010322027,0.0031970309,0.00026643494,0.001579053,0.000041113486,0.0002226663,0.00007107753,0.005336933],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99741006,0.00024326853,0.0007000467,0.0005366607,0.00039190377,0.0007180677],"domain_scores_gemma":[0.9978633,0.00037305598,0.0005055981,0.0003772796,0.0008344783,0.000046279405],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004289181,0.00038421425,0.00028206583,0.00044345274,0.0011900065,0.0008086594,0.00030030502,0.0004525777,0.0006958727],"category_scores_gemma":[0.0019085908,0.0003901638,0.00017570723,0.0016057972,0.00038877496,0.0029674436,0.00024576066,0.00065083767,0.00023727531],"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":[0.0006041816,0.0015871583,0.25127262,0.004250445,0.00016018849,0.00013314984,0.00044508153,0.0014884275,0.037307113,0.09269082,0.027261676,0.58279914],"study_design_scores_gemma":[0.0010723183,0.000027942184,0.74691737,0.0031371918,0.00030499342,0.00006532417,0.0009565147,0.055052813,0.00042192743,0.013509362,0.17767881,0.00085545983],"about_ca_topic_score_codex":0.0033533769,"about_ca_topic_score_gemma":0.0013948098,"teacher_disagreement_score":0.5819437,"about_ca_system_score_codex":0.00014034999,"about_ca_system_score_gemma":0.00021750377,"threshold_uncertainty_score":0.99985504},"labels":[],"label_agreement":null},{"id":"W3017735691","doi":"10.1108/jsma-10-2019-0184","title":"Alliance termination research: a bibliometric review and research agenda","year":2020,"lang":"en","type":"review","venue":"Journal of strategy and management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":57,"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":"Alliance; Context (archaeology); Originality; Citation; Citation analysis; Bibliometrics; Sociology; Political science; Social science; Library science; Computer science; Qualitative research; Geography","score_opus":0.3838976712846997,"score_gpt":0.459315725344582,"score_spread":0.07541805405988228,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3017735691","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000065811796,0.97637933,0.000027429138,0.001786092,0.00016648359,0.0010152704,0.000002520585,0.000015376432,0.020600915],"genre_scores_gemma":[0.00013071671,0.99782246,0.00010710745,0.00043096516,0.00081967295,0.000046858622,0.00002027016,0.000036310666,0.00058564846],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968589,0.0001646206,0.0011364508,0.0004063025,0.0010165267,0.0004172027],"domain_scores_gemma":[0.9972529,0.00013659346,0.0010039839,0.00021469749,0.0013527264,0.00003914183],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.0064397934,0.00031549504,0.0011491687,0.017194863,0.00034587574,0.00086149725,0.00046816672,0.00018402644,0.00008328541],"category_scores_gemma":[0.00026651777,0.0002426795,0.00013648297,0.04357493,0.0001943217,0.0016491547,0.0004194694,0.00122489,0.00006845505],"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":[0.000009120069,0.000045634304,0.0000024312592,0.12816633,0.0001343008,0.00019591744,0.0000035184542,2.229464e-7,2.1933734e-7,0.030097129,0.033211593,0.8081336],"study_design_scores_gemma":[0.00020955152,0.00006737002,0.00024406383,0.02499884,0.0007094388,0.000055611137,0.000069606685,0.0000080764385,7.976886e-8,0.0018824978,0.97154546,0.00020943086],"about_ca_topic_score_codex":0.000017759785,"about_ca_topic_score_gemma":0.0000024876965,"teacher_disagreement_score":0.93833387,"about_ca_system_score_codex":0.00007153191,"about_ca_system_score_gemma":0.00011378819,"threshold_uncertainty_score":0.9939444},"labels":[],"label_agreement":null},{"id":"W3020292303","doi":"10.3390/publications8020023","title":"A Vertical Cooperation Model to Manage Digital Collections and Institutional Resources","year":2020,"lang":"en","type":"article","venue":"Publications","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Toronto; University of Houston","keywords":"Metadata; Digital collections; World Wide Web; Service (business); Computer science; Digital library; Focus (optics); Node (physics); Space (punctuation); Metadata management; Business; Operating system","score_opus":0.04263795844562158,"score_gpt":0.22646010339813552,"score_spread":0.18382214495251395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3020292303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.37200612,0.000015495,0.24545722,0.18952152,0.0000895994,0.00050481805,0.000027930215,0.00046102764,0.19191627],"genre_scores_gemma":[0.99193555,0.0000010578348,0.00049103884,0.006645465,0.00030032874,0.00007449186,0.00014166671,0.000007843686,0.00040255117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9994397,0.000001695518,0.00015104165,0.00019205692,0.0001090423,0.00010644917],"domain_scores_gemma":[0.99957687,0.000009231193,0.0000245192,0.00008459456,0.00028056488,0.000024239285],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00004698122,0.00007363701,0.00006240792,0.0001958922,0.00052588846,0.0011198963,0.000087722794,0.000035986508,0.00005704952],"category_scores_gemma":[0.00029773288,0.00007443095,0.000014351494,0.001895049,0.000047804104,0.0022113277,0.00007727982,0.00006708257,0.00014769944],"study_design_candidate":"theoretical_or_conceptual","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":[0.000021012345,0.0000748687,0.001661659,0.000028891413,0.000012031333,2.701817e-7,0.00012113303,0.0069479397,0.0007271949,0.96175826,0.026596682,0.0020500638],"study_design_scores_gemma":[0.0002641997,0.00000803043,0.019877037,0.0000071234267,0.000019632664,0.0000016824658,0.00006589213,0.51521194,0.000016867858,0.0023146276,0.46203488,0.00017811451],"about_ca_topic_score_codex":0.000017065404,"about_ca_topic_score_gemma":0.000014495012,"teacher_disagreement_score":0.9594436,"about_ca_system_score_codex":0.0000143790885,"about_ca_system_score_gemma":0.000026299178,"threshold_uncertainty_score":0.99991703},"labels":[],"label_agreement":null},{"id":"W3021233055","doi":"10.1108/ijmpb-10-2018-0230","title":"Asymmetry of stakeholders’ perceptions as an obstacle for collaboration in inter-organizational projects","year":2019,"lang":"en","type":"article","venue":"International Journal of Managing Projects in Business","topic":"Business Strategy and Innovation","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 Montréal","funders":"","keywords":"Closeness; Knowledge management; Business; Obstacle; Value (mathematics); Perception; Traceability; Originality; Organizational learning; Computer science; Sociology; Psychology; Political science","score_opus":0.03955341272038334,"score_gpt":0.29417543805043544,"score_spread":0.2546220253300521,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021233055","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98712164,0.000021910042,0.0035742098,0.0029804609,0.002063685,0.0005540304,0.0000067156107,0.000020741738,0.003656603],"genre_scores_gemma":[0.99726444,0.000013404847,0.0014189763,0.00047867012,0.0005868795,0.000014041675,0.000109129665,0.00003054046,0.000083891166],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9982504,0.000022326862,0.0008155207,0.00023195994,0.0004968506,0.00018292571],"domain_scores_gemma":[0.99537194,0.000060055507,0.00083074794,0.00013577385,0.0035927529,0.000008736075],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00075977546,0.00016734723,0.0002748273,0.0020688286,0.000038396633,0.00024874258,0.00047611402,0.00009448031,0.00012088159],"category_scores_gemma":[0.00044917458,0.00016656678,0.000046506942,0.0022551408,0.000044652308,0.0037556903,0.000077839984,0.0001737488,0.000015296282],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0019816891,0.00199102,0.5643139,0.0012783459,0.00017992398,0.00007120659,0.002246044,0.023056244,0.009297716,0.37720284,0.00090073375,0.017480321],"study_design_scores_gemma":[0.013623438,0.00025608746,0.86030275,0.003219566,0.000106426654,0.00012795144,0.025034236,0.040959544,0.0013277126,0.044725694,0.009099355,0.0012172154],"about_ca_topic_score_codex":0.00034917163,"about_ca_topic_score_gemma":0.00026871,"teacher_disagreement_score":0.33247715,"about_ca_system_score_codex":0.00016769316,"about_ca_system_score_gemma":0.00028014494,"threshold_uncertainty_score":0.67923963},"labels":[],"label_agreement":null},{"id":"W3021552656","doi":"10.22215/timreview/1342","title":"Editorial: Digitalization and Internationalization","year":2020,"lang":"en","type":"editorial","venue":"Technology Innovation Management Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internationalization; The arts; Library science; Political science; Regional science; Engineering; Engineering management; Engineering ethics; Sociology; Business; Computer science; International trade","score_opus":0.014137349479478775,"score_gpt":0.26071446682451954,"score_spread":0.24657711734504076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021552656","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000071133363,0.003845797,0.0035778515,0.010748418,0.96156466,0.0012842293,0.000017246799,0.0009997131,0.017954946],"genre_scores_gemma":[0.00018816646,0.014742026,0.00023756312,0.0042384164,0.96888655,0.00027725557,0.01084909,0.00008438789,0.0004965332],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99714154,0.000009890371,0.0010789842,0.000694777,0.00083472603,0.00024009688],"domain_scores_gemma":[0.99591374,0.000029256917,0.0013481799,0.00038293487,0.0023197853,0.000006081656],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005766979,0.0004480074,0.00055032334,0.0018083574,0.00016856147,0.00038521393,0.00048844906,0.00076288986,0.00011352632],"category_scores_gemma":[0.0012794676,0.00045973656,0.000044298715,0.0076417453,0.000119763354,0.0015693627,0.0004745843,0.00056750205,0.00028678912],"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":[0.0000050300323,0.000017793132,0.000039678933,0.006049316,0.000049720566,0.0000019070357,5.205493e-7,6.69643e-7,0.0000028214781,0.36382732,0.62030786,0.009697361],"study_design_scores_gemma":[0.00033198806,0.000009790444,0.000021031516,0.002845125,0.00022201623,4.47193e-7,0.000007754353,0.000063470245,0.0000015661434,0.024676582,0.9714164,0.00040384158],"about_ca_topic_score_codex":0.000014055585,"about_ca_topic_score_gemma":0.0000033463832,"teacher_disagreement_score":0.35110852,"about_ca_system_score_codex":0.00008068943,"about_ca_system_score_gemma":0.000040822448,"threshold_uncertainty_score":0.9997854},"labels":[],"label_agreement":null},{"id":"W3021697599","doi":"","title":"IMPACT DU CAPITAL SOCIAL ENTREPRENEURIAL SUR LA PERFORMANCE ET L’ACCÈS AUX RESSOURCES EXTERNES : REVUE DES ÉCRITS","year":2020,"lang":"fr","type":"article","venue":"International Journal of Economics and Management Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Art","score_opus":0.09353276118791555,"score_gpt":0.32584542469090005,"score_spread":0.23231266350298452,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021697599","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93096036,0.0013280482,0.000077947596,0.0548964,0.0011528764,0.00015491073,0.000014229434,0.000008280986,0.011406947],"genre_scores_gemma":[0.96673423,0.02674591,0.00010665839,0.00055243605,0.004989909,0.0000047427616,0.00002245359,0.000025709229,0.0008179343],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842423,0.000070893664,0.000614617,0.0002667876,0.00029719085,0.0003262815],"domain_scores_gemma":[0.99776053,0.00011121091,0.00046045275,0.0000747839,0.0015465813,0.000046407087],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016114311,0.00019375107,0.00025750566,0.00051423465,0.00027525195,0.0018270243,0.0006114982,0.00010000211,0.0003353156],"category_scores_gemma":[0.0001893383,0.00019489009,0.00013508182,0.00025552497,0.0003024615,0.0038337337,0.0005118737,0.00041999057,0.000042199932],"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":[0.0035365624,0.00090539386,0.1330547,0.0031400847,0.0023316515,0.0007782526,0.004216828,0.006962778,0.00021784814,0.5030566,0.03312046,0.30867884],"study_design_scores_gemma":[0.004436451,0.00030109467,0.2746792,0.001096677,0.00015493517,0.00018365994,0.0013211381,0.03216803,0.00006014754,0.011154355,0.67388445,0.0005598499],"about_ca_topic_score_codex":0.00026891663,"about_ca_topic_score_gemma":0.000054858127,"teacher_disagreement_score":0.640764,"about_ca_system_score_codex":0.00011935634,"about_ca_system_score_gemma":0.00008754891,"threshold_uncertainty_score":0.99920917},"labels":[],"label_agreement":null},{"id":"W3021847526","doi":"10.17323/1726-3247-2007-3-44-60","title":"The Sources and Consequences of Embeddedness for the Economic Performance of Organizations: The Network Effect","year":2007,"lang":"en","type":"article","venue":"Journal of Economic Sociology","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; University of Cambridge; Harvard Business School; Princeton University","keywords":"Embeddedness; Business; Industrial organization; Economic geography; Economics; Sociology; Social science","score_opus":0.013751292851943151,"score_gpt":0.24557899729800653,"score_spread":0.23182770444606338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3021847526","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99544007,0.0009878456,0.00025453576,0.0020572422,0.00089995767,0.00013940522,7.951225e-7,0.0000023467244,0.00021781336],"genre_scores_gemma":[0.9983021,0.0002678474,0.000022949931,0.00022399872,0.0011590625,0.0000027646965,0.0000012615801,0.000005953851,0.000014060622],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99930614,0.00001740591,0.0004804886,0.000054078453,0.000022950153,0.000118909265],"domain_scores_gemma":[0.9972684,0.0013492124,0.0011141852,0.00008046007,0.00018480181,0.000002977208],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002433289,0.00006760296,0.00018652252,0.00003386051,0.000326571,0.000035361132,0.00022520205,0.000057521087,0.00002402938],"category_scores_gemma":[0.00014082056,0.000032587075,0.000040027673,0.00007443586,0.0006965092,0.00026503077,0.000030391353,0.000092381175,0.0000025223433],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000803894,0.000017379773,0.5415539,0.0002012201,0.00051787274,4.1234364e-7,0.0005841072,0.03891574,0.00075263495,0.3987914,0.005470047,0.012391364],"study_design_scores_gemma":[0.0040236968,0.00068971765,0.8021649,0.00019341294,0.0007417611,0.00011247506,0.009421354,0.038256954,0.0035960388,0.08832412,0.051952265,0.00052331586],"about_ca_topic_score_codex":0.00003713334,"about_ca_topic_score_gemma":0.000034658176,"teacher_disagreement_score":0.31046727,"about_ca_system_score_codex":0.000023023822,"about_ca_system_score_gemma":0.00008358403,"threshold_uncertainty_score":0.25663173},"labels":[],"label_agreement":null},{"id":"W3022335329","doi":"10.22215/timreview/1343","title":"Digitalization, Entrepreneurial Orientation &amp; Internationalization of Micro-, Small-, and Medium-Sized Enterprises","year":2020,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":73,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internationalization; Business; Industrial organization; Industrial Revolution; Orientation (vector space); Commerce; Political science; International trade","score_opus":0.028987414890947822,"score_gpt":0.25767427396636045,"score_spread":0.2286868590754126,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3022335329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44227767,0.0070828777,0.3702727,0.14845291,0.0015659393,0.005776922,0.000028117616,0.0020624946,0.022480367],"genre_scores_gemma":[0.96661407,0.0069837216,0.004095456,0.019086104,0.0004301874,0.00019068652,0.0023565695,0.000050809682,0.00019241175],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984026,0.000010583733,0.00087446254,0.00035284058,0.00022470165,0.00013479764],"domain_scores_gemma":[0.99804354,0.0000120865025,0.0008396275,0.0002043015,0.00089459645,0.00000582114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027210504,0.00018787547,0.00028424768,0.0007671945,0.0000807458,0.000084157546,0.00024222046,0.000091766626,0.00023334035],"category_scores_gemma":[0.00039561177,0.00018800945,0.000030106703,0.004946507,0.00010741079,0.0008734049,0.00020655226,0.00008853579,0.000055090597],"study_design_candidate":"theoretical_or_conceptual","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":[0.00005761228,0.00010271675,0.064128876,0.006968666,0.00012121158,0.0000025501483,0.000023249775,0.000027724465,0.0038346746,0.88881516,0.00845963,0.027457936],"study_design_scores_gemma":[0.0040854295,0.0000650022,0.03762661,0.0043627145,0.0006991117,0.000009734146,0.0001890559,0.00044425234,0.004105475,0.054064836,0.89324826,0.0010995038],"about_ca_topic_score_codex":0.000007564734,"about_ca_topic_score_gemma":0.000003928437,"teacher_disagreement_score":0.88478863,"about_ca_system_score_codex":0.000018438412,"about_ca_system_score_gemma":0.000016616745,"threshold_uncertainty_score":0.76668024},"labels":[],"label_agreement":null},{"id":"W3024314855","doi":"10.21511/ppm.18(2).2020.13","title":"Formation of Lithuanian manufacturing industry clustering economic preconditions","year":2020,"lang":"en","type":"article","venue":"Problems and Perspectives in Management","topic":"Business Strategy and Innovation","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":false,"ca_institutions":"International Air Transport Association","funders":"","keywords":"Productivity; General partnership; Lithuanian; Business; Human resources; Cluster analysis; Industrial organization; Value (mathematics); Quality (philosophy); Knowledge management; Economic growth; Computer science; Economics; Management","score_opus":0.04884274786613794,"score_gpt":0.23254860287190002,"score_spread":0.1837058550057621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3024314855","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.86643714,0.00019958518,0.0076337582,0.008304051,0.00017415217,0.00090572564,0.000006896109,0.00010953422,0.11622916],"genre_scores_gemma":[0.99919087,0.0000708085,0.00031165814,0.00019887088,0.00013932197,0.00002842403,0.000011877882,0.000009192976,0.000038986043],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993818,0.0000041682924,0.00024157391,0.00019262312,0.000059053735,0.000120773664],"domain_scores_gemma":[0.9997512,0.0000048255656,0.00014304995,0.00007017796,0.00002365451,0.000007097157],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000120597426,0.00009966686,0.00011509902,0.00019555124,0.000069493486,0.000102815015,0.0000823319,0.000055894543,0.0001701165],"category_scores_gemma":[0.0000042834013,0.00010346441,0.00001962178,0.00016177814,0.000034190005,0.0013072094,0.00011708834,0.0001377524,0.000017217082],"study_design_candidate":"theoretical_or_conceptual","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":[0.00019058204,0.0003221524,0.02818517,0.011119621,0.00019420373,0.000016462885,0.011468655,0.097903475,0.000783143,0.7939518,0.0012513483,0.05461335],"study_design_scores_gemma":[0.0043008686,0.00010504491,0.64723957,0.0010622917,0.00015463022,0.000006330763,0.043153875,0.20856285,0.00093569205,0.06045009,0.032698505,0.0013302658],"about_ca_topic_score_codex":0.00013715794,"about_ca_topic_score_gemma":0.000060013983,"teacher_disagreement_score":0.73350173,"about_ca_system_score_codex":0.000035725003,"about_ca_system_score_gemma":0.0000028461852,"threshold_uncertainty_score":0.42191562},"labels":[],"label_agreement":null},{"id":"W3027390133","doi":"10.3917/mav.116.0085","title":"Émergence et formation de routes touristiques à thème : apports des concepts de stratégie collective et d’entrepreneuriat collectif","year":2020,"lang":"fr","type":"article","venue":"Management & Avenir","topic":"Business Strategy and Innovation","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 Montréal","funders":"","keywords":"Political science","score_opus":0.03172816283977784,"score_gpt":0.27068029492184864,"score_spread":0.2389521320820708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3027390133","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.20199698,0.0061509036,0.22666521,0.11545832,0.0023428798,0.0040860353,0.000067346795,0.0011315062,0.44210082],"genre_scores_gemma":[0.96774924,0.0014527568,0.0029901487,0.010979525,0.0006607381,0.00016227846,0.00022698511,0.000067838584,0.015710495],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99739206,0.00016792477,0.0006794064,0.00060575496,0.00038520747,0.00076964585],"domain_scores_gemma":[0.99862117,0.000068764035,0.0005681667,0.0002290806,0.00044798708,0.00006481253],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008842382,0.00047370358,0.00038620018,0.0002576179,0.000541972,0.0010818689,0.00034166093,0.00019693165,0.0010347106],"category_scores_gemma":[0.00019973062,0.00054735347,0.00014644925,0.0025186283,0.0001766742,0.0038642369,0.0003264103,0.0003414959,0.0001980915],"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":[0.00080981816,0.0011913544,0.04108414,0.009717741,0.00094620866,0.0006867322,0.01271785,0.017444782,0.0011971482,0.50165105,0.36783436,0.044718824],"study_design_scores_gemma":[0.0031453087,0.00025616807,0.120282784,0.0015707682,0.001038146,0.000025275705,0.0067641526,0.08679495,0.002101681,0.06585379,0.71026736,0.0018996242],"about_ca_topic_score_codex":0.0006672939,"about_ca_topic_score_gemma":0.00029754353,"teacher_disagreement_score":0.76575226,"about_ca_system_score_codex":0.0005156366,"about_ca_system_score_gemma":0.0002676329,"threshold_uncertainty_score":0.9999551},"labels":[],"label_agreement":null},{"id":"W3032020497","doi":"10.1111/1911-3846.12625","title":"Collaborating with Competitors: How Do Small Firm Accounting Associations and Networks Successfully Manage Coopetitive Tensions?*","year":2020,"lang":"en","type":"article","venue":"Contemporary Accounting Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":44,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coopetition; Business; Competitor analysis; Transactional leadership; Competition (biology); Marketing; Industrial organization; Knowledge management; Public relations; Economics; Game theory; Microeconomics; Political science","score_opus":0.07708251900951617,"score_gpt":0.2797273974645478,"score_spread":0.2026448784550316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3032020497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87825125,0.0018089766,0.0025087448,0.04529886,0.0005188685,0.0026241324,0.000040676656,0.0007599996,0.06818848],"genre_scores_gemma":[0.9935658,0.000030513198,0.0004013013,0.0025241885,0.0027970832,0.000099660705,0.00027343215,0.0000905291,0.00021748901],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9968505,0.00010466812,0.0005361631,0.00085740414,0.00085151737,0.0007997492],"domain_scores_gemma":[0.9947014,0.00049961323,0.00061843416,0.0003254834,0.0037991037,0.00005600729],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0024960085,0.00039464326,0.000506514,0.00052758737,0.0019150785,0.004402279,0.000539521,0.00023943545,0.00006446875],"category_scores_gemma":[0.0018168285,0.00036016465,0.00005244743,0.0050586425,0.00035140925,0.0047577,0.000649107,0.0011033516,0.000053703337],"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":[0.0003972949,0.00015516019,0.916582,0.00086361286,0.00020009193,0.00017201944,0.0003641433,0.000607575,0.0011767691,0.048895244,0.024864588,0.005721489],"study_design_scores_gemma":[0.006875893,0.00040840844,0.34704494,0.0028887007,0.00016876716,0.000018840421,0.02240601,0.1549314,0.00018672946,0.0012203234,0.46058595,0.0032640216],"about_ca_topic_score_codex":0.000800048,"about_ca_topic_score_gemma":0.00016257341,"teacher_disagreement_score":0.56953704,"about_ca_system_score_codex":0.000064693726,"about_ca_system_score_gemma":0.00023044809,"threshold_uncertainty_score":0.999885},"labels":[],"label_agreement":null},{"id":"W3033697152","doi":"10.7202/1069100ar","title":"La créativité organisationnelle : un apport pour le bricolage collectif","year":2020,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Bricolage; Humanities; Political science; Philosophy; Art","score_opus":0.023055635249541358,"score_gpt":0.21429819136644815,"score_spread":0.1912425561169068,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033697152","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015580037,0.000391637,0.069737315,0.16559538,0.0029875764,0.0005961015,0.000020305532,0.00025440147,0.7448372],"genre_scores_gemma":[0.9465297,0.00010633249,0.0021483286,0.010305166,0.002188274,0.000048593447,0.00032958746,0.00006381606,0.038280223],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99805427,0.00003650741,0.0005337321,0.00053162023,0.0005221186,0.00032174544],"domain_scores_gemma":[0.99889326,0.00004561083,0.0003887848,0.00017901325,0.00046338394,0.000029919971],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000467527,0.00031542295,0.00022336637,0.00031333067,0.00032935146,0.000908784,0.0005495807,0.000154105,0.007833616],"category_scores_gemma":[0.00011891041,0.0003826142,0.000106112326,0.0014126985,0.00009509589,0.0020813255,0.0004635544,0.00026871174,0.002502233],"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":[0.00008731651,0.00058340834,0.008653257,0.0006106027,0.00048622792,0.0001770519,0.00022240356,0.00064784783,0.00023171237,0.666367,0.29306594,0.028867228],"study_design_scores_gemma":[0.0017671139,0.000014615021,0.034113117,0.00012831294,0.00013648083,0.000007691676,0.001854802,0.021481022,0.00018042233,0.008903282,0.93093544,0.0004776876],"about_ca_topic_score_codex":0.00026079497,"about_ca_topic_score_gemma":0.000013432496,"teacher_disagreement_score":0.9309496,"about_ca_system_score_codex":0.00010846812,"about_ca_system_score_gemma":0.00009081516,"threshold_uncertainty_score":0.99986255},"labels":[],"label_agreement":null},{"id":"W3033805226","doi":"10.7202/1068533ar","title":"Exploring the Influence of Power in the Dynamics of Customer-Supplier Coopetition in the Case of Supplier Dominance","year":2020,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coopetition; Dominance (genetics); Competitor analysis; Business; Industrial organization; Competition (biology); Marketing; Microeconomics; Economics; Game theory","score_opus":0.030359922767091586,"score_gpt":0.2370893313570139,"score_spread":0.2067294085899223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3033805226","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.969309,0.0000049982887,0.0004260269,0.007930326,0.0001161329,0.00031537996,0.000008318812,0.000004645551,0.021885175],"genre_scores_gemma":[0.9984784,0.000018225388,0.000046144894,0.001270406,0.00006194853,0.00006477427,0.000037453046,0.000005671711,0.000016970842],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99912184,0.000015373971,0.0003861596,0.00012357446,0.0002614504,0.00009159855],"domain_scores_gemma":[0.9993722,0.00005219621,0.00026569507,0.00016018045,0.00014812415,0.0000016358185],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00054942386,0.000086201755,0.0001012971,0.00016615096,0.000037137288,0.0000450852,0.00051493663,0.000018037716,0.00007205212],"category_scores_gemma":[0.000040659328,0.000052760992,0.0000317076,0.00091429125,0.00008320396,0.00071342953,0.00011930589,0.00011458007,0.000009366041],"study_design_candidate":"theoretical_or_conceptual","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":[0.00009486173,0.0001315853,0.012803131,0.00019885866,0.000025908212,0.000052661697,0.0007082722,0.008613235,0.000108387416,0.9742754,0.00046240227,0.0025252635],"study_design_scores_gemma":[0.001796053,0.000033193486,0.927586,0.0003025242,0.00007175058,0.000016258524,0.019413432,0.027542958,0.00018040513,0.0061873295,0.016588163,0.00028191943],"about_ca_topic_score_codex":0.00034022154,"about_ca_topic_score_gemma":0.0001725373,"teacher_disagreement_score":0.9680881,"about_ca_system_score_codex":0.000016943488,"about_ca_system_score_gemma":0.0000048440506,"threshold_uncertainty_score":0.21515308},"labels":[],"label_agreement":null},{"id":"W3034033713","doi":"10.7202/1069093ar","title":"Le rôle des différentes proximités pour construire des relations d’affaires dans un cluster. Le cas du SPL Mecanic Vallée","year":2020,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.020482601034801325,"score_gpt":0.22079961306732315,"score_spread":0.20031701203252184,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3034033713","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.331755,0.0011332402,0.09510393,0.17765157,0.0029219405,0.0011307155,0.00006906,0.0004491818,0.38978535],"genre_scores_gemma":[0.9835837,0.00020136831,0.004321153,0.0017424942,0.0013818715,0.00008053716,0.0004470253,0.00006780017,0.008174045],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99770164,0.00004126492,0.0006895732,0.00060657755,0.0004960761,0.00046485048],"domain_scores_gemma":[0.9986218,0.00004958334,0.00042306018,0.00022544559,0.00063428463,0.000045783298],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00030142107,0.00041108893,0.00027220347,0.00030544057,0.0008764601,0.00088149094,0.0006802461,0.00014444448,0.001527353],"category_scores_gemma":[0.00016748358,0.0004723492,0.00017081824,0.0009174097,0.0004921567,0.0034003442,0.0006579686,0.00026695823,0.0007196143],"study_design_candidate":"theoretical_or_conceptual","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":[0.00008597883,0.00057126826,0.13230489,0.00079445867,0.0006170285,0.000072888986,0.00044885668,0.001652445,0.0002018774,0.8311852,0.017374188,0.014690929],"study_design_scores_gemma":[0.008035204,0.00009508457,0.29282126,0.0016534536,0.00090414874,0.00006069625,0.027396178,0.19983287,0.00087079837,0.07647128,0.3898494,0.0020096425],"about_ca_topic_score_codex":0.0010470162,"about_ca_topic_score_gemma":0.0006904407,"teacher_disagreement_score":0.7547139,"about_ca_system_score_codex":0.0001829168,"about_ca_system_score_gemma":0.00011149295,"threshold_uncertainty_score":0.99977285},"labels":[],"label_agreement":null},{"id":"W3036215329","doi":"10.21307/connections-2019.013","title":"Embarked on social processes (the rivers) in dynamic and multilevel networks (the boats)","year":2020,"lang":"en","type":"article","venue":"Connections","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Knowledge management; Face (sociological concept); Government (linguistics); Process (computing); Sociology; Presentation (obstetrics); Politics; Empirical research; Multilevel model; Entrepreneurship; Social network analysis; Public relations; Data science; Political science; Computer science; Social capital; Social science; Epistemology","score_opus":0.03907850864531655,"score_gpt":0.241077565940156,"score_spread":0.20199905729483947,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036215329","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8754737,0.00010633181,0.0073440694,0.10725163,0.00057112135,0.0006523932,0.0000035110875,0.00020686403,0.008390378],"genre_scores_gemma":[0.99510723,0.000012426486,0.0000056847134,0.0042636557,0.00051519956,0.0000309371,0.000013301837,0.000008797829,0.000042749543],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99955297,0.000008365822,0.00011627595,0.0001442379,0.00006384346,0.00011429136],"domain_scores_gemma":[0.9997023,0.00006585736,0.00007397921,0.000055918954,0.00009836972,0.000003605812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000938639,0.0000830371,0.000073252755,0.000051420346,0.0005659058,0.00014638844,0.00009675368,0.000045148034,0.000050345476],"category_scores_gemma":[0.00017928363,0.000056673278,0.00001684939,0.00077341084,0.000075979966,0.00037107294,0.000040466024,0.0001732721,0.00003875366],"study_design_candidate":"theoretical_or_conceptual","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":[0.00077111035,0.0006352,0.035108,0.0010681672,0.00023841116,0.00002288665,0.0038546165,0.045620598,0.0010360902,0.6527663,0.064815946,0.19406271],"study_design_scores_gemma":[0.00117383,0.000016140742,0.43157968,0.000052428168,0.000068211244,0.0000015806203,0.0017688462,0.47608387,0.000012336078,0.004349777,0.084562115,0.00033115887],"about_ca_topic_score_codex":0.00007936517,"about_ca_topic_score_gemma":0.00020509213,"teacher_disagreement_score":0.6484165,"about_ca_system_score_codex":0.000010601433,"about_ca_system_score_gemma":0.00001360229,"threshold_uncertainty_score":0.4352547},"labels":[],"label_agreement":null},{"id":"W3036667163","doi":"10.7202/1069288ar","title":"Manager l’innovation en PME. Focus sur la gestion des ressources humaines, Ludivine ADLA et Virginie GALLEGO-ROQUELAURE, Éditions EMS, Collection Pratiques d’entreprises, Caen, 213 pages, 2019","year":2020,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Library science; Art; Computer science","score_opus":0.02324851148911238,"score_gpt":0.24221355528654953,"score_spread":0.21896504379743714,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036667163","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3732437,0.0034413694,0.026442597,0.5732121,0.00125644,0.0013770073,0.00023740585,0.0007571737,0.02003223],"genre_scores_gemma":[0.7793998,0.090525165,0.012207128,0.009258244,0.005075989,0.0006222302,0.007466955,0.00037259542,0.095071904],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99545217,0.0008947026,0.0014913199,0.0011628352,0.00043040694,0.0005685633],"domain_scores_gemma":[0.9917388,0.0042532347,0.0015118051,0.00048367254,0.001916004,0.000096469244],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002581435,0.00073512545,0.0006117657,0.0010250064,0.0005201177,0.0018111015,0.0005041382,0.0007825796,0.0015699336],"category_scores_gemma":[0.010829901,0.00090447144,0.00023927439,0.0016880613,0.00038188556,0.005946422,0.000312167,0.0013939294,0.00042819552],"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":[0.0006091424,0.0015338848,0.07726065,0.0018601833,0.000680349,0.00022808989,0.0015949578,0.054448277,0.0017429921,0.3839668,0.38806197,0.088012695],"study_design_scores_gemma":[0.0022501647,0.00008161567,0.28659704,0.0021905238,0.00031162775,0.00012684838,0.00027331087,0.02901427,0.00030403482,0.017388478,0.6604364,0.0010256679],"about_ca_topic_score_codex":0.0020801066,"about_ca_topic_score_gemma":0.0012159583,"teacher_disagreement_score":0.5639538,"about_ca_system_score_codex":0.000728902,"about_ca_system_score_gemma":0.0003524607,"threshold_uncertainty_score":0.99934274},"labels":[],"label_agreement":null},{"id":"W3036744132","doi":"10.7202/1069283ar","title":"La nature stratégique des ressources issues de l’ancrage territorial : proposition d’une grille d’évaluation pour les PME","year":2020,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.023028772868370843,"score_gpt":0.2601822418515434,"score_spread":0.23715346898317258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3036744132","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6795163,0.0016580317,0.009380981,0.30122632,0.0008858183,0.00038721092,0.000052931042,0.00019237373,0.006699998],"genre_scores_gemma":[0.9552457,0.00957653,0.011462618,0.0021720128,0.011221035,0.0001059958,0.00090122496,0.00009523751,0.009219655],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761486,0.0004957891,0.00065624743,0.00062230096,0.00025515736,0.0003556719],"domain_scores_gemma":[0.99695635,0.0014177663,0.00064815785,0.00021984763,0.00069649576,0.00006135778],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001601378,0.00039366967,0.0003272695,0.0002723227,0.00025256028,0.0011368527,0.000339794,0.00079895847,0.00086485455],"category_scores_gemma":[0.0040294537,0.00046734355,0.00016563159,0.00042358437,0.00023879747,0.0026458097,0.00013048237,0.0011978183,0.00019304865],"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":[0.0011457338,0.0012641164,0.20309524,0.0036595631,0.0004991538,0.00031771522,0.005523428,0.09989912,0.009633694,0.38306698,0.04032717,0.2515681],"study_design_scores_gemma":[0.0027849183,0.00008868688,0.2857994,0.0033700394,0.00031079556,0.0001638285,0.00118846,0.1066728,0.0013276483,0.07237495,0.5248366,0.0010818541],"about_ca_topic_score_codex":0.0020854375,"about_ca_topic_score_gemma":0.00041903008,"teacher_disagreement_score":0.48450944,"about_ca_system_score_codex":0.00040728442,"about_ca_system_score_gemma":0.00022066837,"threshold_uncertainty_score":0.99990004},"labels":[],"label_agreement":null},{"id":"W3040893590","doi":"","title":"Book review: Gino CATTANI, Simone FERRIANI, Lars FREDERIKSEN, and Florian TÄUBE (Eds.) (2011) Project-Based Organizing and Strategic Management.","year":2012,"lang":"en","type":"article","venue":"M n gement","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"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 Montréal","funders":"","keywords":"Product (mathematics); Strategic management; Library science; Management; Globalization; Sociology; Political science; Computer science; Economics; Law","score_opus":0.02542355301265898,"score_gpt":0.23382432423407729,"score_spread":0.2084007712214183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3040893590","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1800076,0.5588087,0.0015354742,0.03773605,0.005488095,0.010366366,0.000033795463,0.0016775083,0.20434645],"genre_scores_gemma":[0.8850579,0.018429842,0.0016790695,0.085929506,0.003316904,0.0003699731,0.0005259007,0.0001999102,0.004490956],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982766,0.000019622965,0.00043565634,0.00041692134,0.0003146256,0.0005366059],"domain_scores_gemma":[0.99920315,0.00001193519,0.0002581545,0.0003204651,0.00017587989,0.000030394263],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005508149,0.00034299766,0.0003070912,0.00026817023,0.00033476783,0.0003711538,0.00015972997,0.00008794088,0.0013675304],"category_scores_gemma":[0.000012705892,0.0003185827,0.00003555548,0.00053989864,0.00006528799,0.001545559,0.0001932859,0.00015204353,0.00018889803],"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":[0.00012052595,0.0008137603,0.014368922,0.013465793,0.0003180416,0.000047259335,0.00009435201,0.000010748482,0.0015100463,0.056526043,0.894461,0.01826353],"study_design_scores_gemma":[0.0011637653,0.000028500837,0.011316901,0.0005387278,0.00028983515,0.0000039636625,0.0003785192,0.00049386255,0.00011719072,0.00033287762,0.9847473,0.00058857375],"about_ca_topic_score_codex":0.00015899984,"about_ca_topic_score_gemma":0.000021326498,"teacher_disagreement_score":0.70505035,"about_ca_system_score_codex":0.00004154893,"about_ca_system_score_gemma":0.000017830149,"threshold_uncertainty_score":0.9999266},"labels":[],"label_agreement":null},{"id":"W3041985204","doi":"10.20998/2079-0023.2020.01.13","title":"VIRTUAL PROMOTION KNOWLEDGE MANAGEMENT TECHNOLOGY","year":2020,"lang":"en","type":"article","venue":"Bulletin of National Technical University KhPI Series System Analysis Control and Information Technologies","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"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":"Computer science; Promotion (chess); Knowledge management; World Wide Web; Product (mathematics); Mathematics","score_opus":0.009025049837562193,"score_gpt":0.17711591972490187,"score_spread":0.16809086988733968,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3041985204","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03765171,0.0003577935,0.24260968,0.21629506,0.0002873237,0.0030416206,0.00019657762,0.010995418,0.48856482],"genre_scores_gemma":[0.99896115,0.000040587005,0.00063514063,0.00018594564,0.000026772215,0.00000818677,0.000073556716,0.000003949337,0.00006472656],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998953,0.0000100354955,0.00043209913,0.00018844847,0.0002781603,0.00013828777],"domain_scores_gemma":[0.99854565,0.000021964304,0.0004588614,0.00012545851,0.00083928736,0.000008779249],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024815253,0.00015427686,0.00033253955,0.001473222,0.0002090428,0.00007647108,0.00031931087,0.00023066785,0.000033673565],"category_scores_gemma":[0.00015547397,0.00015034481,0.000096988726,0.0032031438,0.00024317557,0.001460442,0.00023961824,0.00013257148,0.00007455361],"study_design_candidate":"theoretical_or_conceptual","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":[0.000116155585,0.00003395257,0.0007281037,0.00027493402,0.00022295823,0.0000015744359,0.000008584632,0.00022935071,0.000098739074,0.99183196,0.0013117256,0.005141967],"study_design_scores_gemma":[0.003518009,0.0002535576,0.014972767,0.00016310792,0.0012062032,0.000012216966,0.021112695,0.01733112,0.00024438178,0.0023807287,0.9380363,0.0007688793],"about_ca_topic_score_codex":0.000012927522,"about_ca_topic_score_gemma":0.0000031187453,"teacher_disagreement_score":0.9894512,"about_ca_system_score_codex":0.0000638565,"about_ca_system_score_gemma":0.00001684711,"threshold_uncertainty_score":0.61308837},"labels":[],"label_agreement":null},{"id":"W3043675561","doi":"10.3917/risa.862.0385","title":"Les modèles de dépendance des ressources, le changement d’objectifs et la valeur sociale dans les organismes à but non lucratif : le changement d’objectifs est-il important dans la gestion des organismes à but non lucratif ?","year":2020,"lang":"fr","type":"article","venue":"Revue Internationale des Sciences Administratives","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Musée de la Civilisation","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.06407107608964938,"score_gpt":0.285931957265449,"score_spread":0.22186088117579963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3043675561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.918974,0.0022886388,0.02843345,0.011301343,0.00047205447,0.0007356593,0.0002089771,0.00019343062,0.037392464],"genre_scores_gemma":[0.9829915,0.0020756489,0.0070588524,0.00032769976,0.0010943958,0.0001416375,0.00020144535,0.00009117861,0.006017631],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99574125,0.00030986758,0.0011011417,0.0011879419,0.00082632725,0.0008334874],"domain_scores_gemma":[0.99710363,0.0003590813,0.0012002352,0.00027942404,0.00094414584,0.0001134535],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0017806819,0.00074858515,0.00059281423,0.00038281552,0.002832289,0.0022432306,0.0010500519,0.00033475808,0.0002544736],"category_scores_gemma":[0.0008443709,0.00078329386,0.00019508362,0.0017109913,0.004266285,0.004266532,0.00035952646,0.0005317832,0.00003238797],"study_design_candidate":"observational","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":[0.0003474497,0.002641278,0.20810366,0.0060192626,0.00071252434,0.00044908645,0.088643774,0.005272197,0.24953823,0.37491798,0.00077728654,0.06257727],"study_design_scores_gemma":[0.002614486,0.0012792393,0.44174096,0.0057994933,0.0005080193,0.0003648222,0.27712113,0.06816361,0.14001493,0.03439846,0.024918353,0.003076502],"about_ca_topic_score_codex":0.010351686,"about_ca_topic_score_gemma":0.022899013,"teacher_disagreement_score":0.34051952,"about_ca_system_score_codex":0.00045735348,"about_ca_system_score_gemma":0.0013369869,"threshold_uncertainty_score":0.99946177},"labels":[],"label_agreement":null},{"id":"W3045733266","doi":"10.5465/ambpp.2020.14748symposium","title":"How Do Different Concepts of Time Further Our Understanding of Managing and Organizing Innovations?","year":2020,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","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":"Memorial University of Newfoundland","funders":"","keywords":"Temporality; Variety (cybernetics); Negotiation; Computer science; Order (exchange); Data science; Through-the-lens metering; Management science; Epistemology; Knowledge management; Sociology; Lens (geology); Artificial intelligence; Engineering; Social science; Business","score_opus":0.05157964671162802,"score_gpt":0.24880759434495825,"score_spread":0.19722794763333024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045733266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9319146,0.00013009008,0.0030745505,0.049804684,0.00006435771,0.0006228972,0.0000025247407,0.0001110468,0.014275201],"genre_scores_gemma":[0.9984635,0.00005539537,0.00032424708,0.0008629348,0.00015983896,0.000005639059,0.0000057445936,0.000026020814,0.00009664763],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99876815,0.000002402174,0.00045246558,0.00027695112,0.00031470155,0.0001853284],"domain_scores_gemma":[0.9990171,0.000009659048,0.00074687245,0.00004344231,0.00017203785,0.00001086291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024703698,0.00018862949,0.00032595746,0.00038387376,0.00007523752,0.0001265665,0.00023132368,0.00008488809,0.000027639431],"category_scores_gemma":[0.00004517499,0.00017928901,0.00003590117,0.001417822,0.00008291996,0.0015674271,0.00027890352,0.00014287126,0.0000033338258],"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":[0.00007778324,0.000053579883,0.018178219,0.00441452,0.00018207602,5.5526107e-7,0.00041327573,0.0000105923955,0.03345052,0.93606895,0.0029257103,0.0042242445],"study_design_scores_gemma":[0.016600575,0.0004549889,0.29791835,0.007338256,0.0027362104,0.000008547508,0.19717482,0.02695867,0.10337924,0.30892876,0.03389957,0.004602013],"about_ca_topic_score_codex":0.000004169662,"about_ca_topic_score_gemma":7.199304e-8,"teacher_disagreement_score":0.62714016,"about_ca_system_score_codex":0.000019593434,"about_ca_system_score_gemma":0.0000029036794,"threshold_uncertainty_score":0.73111933},"labels":[],"label_agreement":null},{"id":"W3045751891","doi":"10.5465/ambpp.2020.19752symposium","title":"Categorical Visions, Aspirations, and New Market Formation","year":2020,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Quest University Canada","funders":"","keywords":"Vision; Categorical variable; Futures contract; Analytics; Sociology; Epistemology; Affect (linguistics); Psychology; Data science; Computer science; Business; Communication","score_opus":0.06054738834746248,"score_gpt":0.2453119063307818,"score_spread":0.1847645179833193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3045751891","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25239363,0.0005481739,0.014228743,0.2676297,0.00022974638,0.0021383888,0.0000023929301,0.00079976104,0.46202946],"genre_scores_gemma":[0.9884371,0.00010622782,0.0010035015,0.009553025,0.0005187925,0.000013613488,0.00001103419,0.000015440452,0.00034126398],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99896675,0.0000012021675,0.0003712592,0.00024090607,0.00025330353,0.00016656645],"domain_scores_gemma":[0.9995886,0.000006136919,0.00027815133,0.000028559636,0.00007707641,0.000021446329],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022226885,0.00014334763,0.00015421177,0.0002043055,0.00012349483,0.00017753389,0.00018212656,0.00008897313,0.00016608553],"category_scores_gemma":[0.000044808738,0.00013825965,0.000027967611,0.0008751096,0.000033726144,0.0035021415,0.00018915483,0.00014246548,0.000052303996],"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":[0.00005991378,0.0000231498,0.0020579032,0.00088045036,0.000024128823,5.2727154e-7,0.00005052121,0.0000049239657,0.00040777805,0.74162567,0.22421524,0.03064978],"study_design_scores_gemma":[0.0014103457,0.000035056935,0.104973555,0.0001036125,0.00018249352,0.0000028242757,0.00066856144,0.016597316,0.0005309178,0.037082803,0.8379514,0.00046109353],"about_ca_topic_score_codex":0.000012725442,"about_ca_topic_score_gemma":1.6915737e-7,"teacher_disagreement_score":0.73604345,"about_ca_system_score_codex":0.000010279712,"about_ca_system_score_gemma":0.000003933848,"threshold_uncertainty_score":0.56380653},"labels":[],"label_agreement":null},{"id":"W3046865623","doi":"","title":"Communication stratégique territoriale et villes intelligentes : une analyse croisée de territoires français et québecois","year":2019,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Institute on Governance","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.010693049969436137,"score_gpt":0.2251017193745061,"score_spread":0.21440866940506997,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3046865623","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5751866,0.008490653,0.049208775,0.22421667,0.001375476,0.00094886456,0.00006867551,0.00042740355,0.14007688],"genre_scores_gemma":[0.97402996,0.0020392705,0.0094513595,0.0016317677,0.00017549981,0.000049969272,0.000853684,0.00008402755,0.011684443],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99481094,0.002628162,0.0008917688,0.00069201994,0.0004270116,0.00055007025],"domain_scores_gemma":[0.993434,0.0013300653,0.0008201338,0.0017260924,0.0026262372,0.000063472384],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0058576902,0.00047166762,0.00046813473,0.00042664495,0.00055916706,0.0016724117,0.001204366,0.00040711823,0.0011588826],"category_scores_gemma":[0.001501385,0.00053016376,0.00022921845,0.0015954409,0.00033311712,0.0026018918,0.00056201086,0.0007560808,0.00040683127],"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":[0.000056782043,0.0015194189,0.09118134,0.0008239526,0.0001729451,0.0000060988345,0.00788455,0.00042563365,0.012323534,0.8444692,0.0067551006,0.034381483],"study_design_scores_gemma":[0.0022894423,0.0000030177932,0.13120906,0.007815338,0.00030759844,0.000025065083,0.002940577,0.040489543,0.052073337,0.03250956,0.7286108,0.0017266636],"about_ca_topic_score_codex":0.17335565,"about_ca_topic_score_gemma":0.11733444,"teacher_disagreement_score":0.8119596,"about_ca_system_score_codex":0.00019878281,"about_ca_system_score_gemma":0.00045603863,"threshold_uncertainty_score":0.9997542},"labels":[],"label_agreement":null},{"id":"W304738982","doi":"10.1108/s1479-067x(2004)0000009012","title":"The River Runs Through It: The Case for Collaborative Governance in the National Capital Region","year":2004,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","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":"University of Ottawa","funders":"","keywords":"Corporate governance; Capital (architecture); Collaborative governance; National capital; Business; Geography; Finance; Accounting; Archaeology; National accounts","score_opus":0.04755740574466007,"score_gpt":0.2524781099130518,"score_spread":0.20492070416839175,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W304738982","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00022142891,0.00026834023,0.00045392173,0.053779066,0.00048773878,0.0012957964,0.000035272118,0.00003111558,0.9434273],"genre_scores_gemma":[0.8268781,0.00039904218,0.00012120454,0.024787474,0.0041278494,0.0003100637,0.00023129619,0.000078605786,0.14306636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883735,0.0000073871347,0.00034396473,0.00026516453,0.0003501001,0.00019601411],"domain_scores_gemma":[0.9981265,0.0002244917,0.0004964133,0.00020877003,0.0009416747,0.0000021520389],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004635698,0.00026527073,0.00015567723,0.000041258605,0.00084998494,0.00045207015,0.00037841967,0.00017864078,0.00013252404],"category_scores_gemma":[0.00009985401,0.00012716452,0.000081977276,0.00027053687,0.0002888911,0.0010423426,0.000063039624,0.0003014606,0.00006673145],"study_design_candidate":"theoretical_or_conceptual","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":[0.000040580257,0.000014032198,0.0000048312627,0.000032984193,0.000026889345,0.000042148506,0.0002353583,0.000070980655,3.4111255e-7,0.9409854,0.058049075,0.00049740233],"study_design_scores_gemma":[0.00035270237,0.000006803693,0.00018795728,0.00006026759,0.000028820461,0.000029881814,0.0006854913,0.00012547745,9.788561e-7,0.43385294,0.5644999,0.00016876831],"about_ca_topic_score_codex":0.0007179829,"about_ca_topic_score_gemma":0.003603672,"teacher_disagreement_score":0.8266567,"about_ca_system_score_codex":0.00010875287,"about_ca_system_score_gemma":0.00015044562,"threshold_uncertainty_score":0.6537483},"labels":[],"label_agreement":null},{"id":"W3048930686","doi":"10.7202/1070772ar","title":"Les coopérations pour l’innovation des PME : une investigation par méthode mixte du rôle joué par la localisation et le numérique","year":2020,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.043998352750585425,"score_gpt":0.2506649273492462,"score_spread":0.2066665745986608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048930686","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4522336,0.0002087747,0.18011169,0.36021465,0.00032689868,0.0004062568,0.00004508272,0.00020961338,0.006243426],"genre_scores_gemma":[0.963715,0.0026586864,0.018527335,0.0064113135,0.0017598926,0.00016801464,0.002108043,0.000107673586,0.0045440234],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99690473,0.00059627736,0.0011532478,0.00073565944,0.00025110078,0.0003589823],"domain_scores_gemma":[0.99459505,0.0021939469,0.0011704704,0.0002995604,0.0016662853,0.00007465925],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0021611387,0.0004725423,0.00038701989,0.0005252092,0.00038191414,0.001236028,0.00034471333,0.00048103157,0.00055981125],"category_scores_gemma":[0.007224123,0.0006029489,0.00014619589,0.0013943826,0.00037974352,0.004861548,0.00017511386,0.0007805696,0.00035720758],"study_design_candidate":"theoretical_or_conceptual","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":[0.000115116345,0.00034935196,0.107690595,0.0005840242,0.000118752236,0.00002640743,0.00076425273,0.10231488,0.0039044982,0.753248,0.009606067,0.02127806],"study_design_scores_gemma":[0.0030574198,0.00005070494,0.37541497,0.001717433,0.00014768713,0.00010097524,0.0008324508,0.31857154,0.0019366689,0.11902042,0.178055,0.0010947565],"about_ca_topic_score_codex":0.0021308041,"about_ca_topic_score_gemma":0.00061590184,"teacher_disagreement_score":0.6342276,"about_ca_system_score_codex":0.0003505981,"about_ca_system_score_gemma":0.0005189079,"threshold_uncertainty_score":0.9998008},"labels":[],"label_agreement":null},{"id":"W3048986837","doi":"","title":"Essays in empirical industrial organization","year":2020,"lang":"en","type":"dissertation","venue":"MADOC (University of Mannheim)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Empirical research; Epistemology; Philosophy","score_opus":0.04472567221101027,"score_gpt":0.2174623839241996,"score_spread":0.17273671171318933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3048986837","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.896347,0.000036592548,0.00029069924,0.003906935,0.0011340156,0.0004289529,0.000008562412,0.00016637584,0.09768085],"genre_scores_gemma":[0.99411803,0.00001638072,0.00006622547,0.00026349822,0.00051368785,4.5381867e-7,0.0032081315,0.000033847547,0.0017797353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990678,0.000011698036,0.00021295162,0.00030741675,0.0002432607,0.00015688888],"domain_scores_gemma":[0.9990642,0.000011458719,0.00041538992,0.00013565285,0.00036425333,0.000009037243],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012046756,0.00018848685,0.00031276705,0.0005136491,0.00012783572,0.00006475207,0.00030846792,0.0004257396,0.0012974981],"category_scores_gemma":[0.000089264424,0.00025003075,0.000054032196,0.0020744225,0.00003395044,0.00093047536,0.000074604475,0.0003666622,0.00024382856],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002718731,0.0012816263,0.38919422,0.0053701177,0.00041431145,0.000561891,0.004148652,0.0005554048,0.0019010741,0.22013393,0.32930267,0.044417366],"study_design_scores_gemma":[0.0060463124,0.00006483907,0.64603156,0.0009534657,0.00059918955,0.0000022351926,0.017817574,0.003244119,0.00024690028,0.0056094583,0.31754366,0.0018407162],"about_ca_topic_score_codex":0.00074806006,"about_ca_topic_score_gemma":0.00068381877,"teacher_disagreement_score":0.25683734,"about_ca_system_score_codex":0.000042945143,"about_ca_system_score_gemma":0.00009333611,"threshold_uncertainty_score":0.9999952},"labels":[],"label_agreement":null},{"id":"W3082512586","doi":"10.1108/jbim-03-2020-0165","title":"Unpacking the relationship between a coopetition-oriented mindset and coopetition-oriented behaviours","year":2020,"lang":"en","type":"article","venue":"Journal of Business and Industrial Marketing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":70,"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":"Coopetition; Mindset; Business; Competitor analysis; Marketing; Internationalization; Common-method variance; Knowledge management; Computer science; Game theory; Psychology; Microeconomics; Economics; Social psychology","score_opus":0.07699120559237468,"score_gpt":0.2496389360112956,"score_spread":0.17264773041892092,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3082512586","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97426426,0.00013038205,0.001158644,0.02259279,0.00056190934,0.00022034605,0.000011561984,0.000026973761,0.0010331221],"genre_scores_gemma":[0.9951365,0.000018157967,0.0001034699,0.0008199798,0.003811718,0.0000035462504,0.000062800886,0.00002331374,0.000020494796],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984304,0.000081629376,0.0007083817,0.00020964822,0.00034431962,0.0002256269],"domain_scores_gemma":[0.9971234,0.0005497792,0.0010933592,0.00009456023,0.001099693,0.00003920096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00175818,0.00021036914,0.00033365015,0.00024068606,0.00059633114,0.00045031824,0.00014321544,0.00017591225,0.000090630674],"category_scores_gemma":[0.0047996743,0.00015847635,0.000050565657,0.0018884984,0.00015284817,0.001790451,0.0000941159,0.0005913329,0.0000031976015],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00051961065,0.000033429766,0.97896785,0.00012332124,0.000043043197,0.000015824111,0.00007954721,0.00004195363,0.00014745945,0.009278293,0.004972697,0.0057769613],"study_design_scores_gemma":[0.0019524789,0.000030473446,0.9741392,0.0006111636,0.00021632011,0.000024468933,0.00081562786,0.00029933554,0.000012859644,0.00016112447,0.021503681,0.00023326548],"about_ca_topic_score_codex":0.00009114472,"about_ca_topic_score_gemma":0.000007048206,"teacher_disagreement_score":0.021772811,"about_ca_system_score_codex":0.0000208513,"about_ca_system_score_gemma":0.000082074395,"threshold_uncertainty_score":0.6462478},"labels":[],"label_agreement":null},{"id":"W3085463488","doi":"10.3917/geco1.141.0003","title":"Gérer un méta-problème : le cas des débris spatiaux","year":2020,"lang":"fr","type":"article","venue":"Annales des Mines - Gérer et comprendre","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Philosophy; Physics","score_opus":0.07814499823837595,"score_gpt":0.27275086184426417,"score_spread":0.19460586360588822,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3085463488","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84618133,0.02667407,0.010394743,0.08248828,0.0016443033,0.00074671436,0.00009430905,0.00055458513,0.03122168],"genre_scores_gemma":[0.9755533,0.0008551415,0.002739944,0.009266697,0.0025431323,0.000045767843,0.00064901466,0.00015268294,0.00819433],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99674916,0.000096590586,0.0009043182,0.0008626156,0.00044170296,0.00094559893],"domain_scores_gemma":[0.9975072,0.00009245942,0.0005072424,0.00045348535,0.0013397585,0.000099811776],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00033973166,0.0007618526,0.0006967054,0.0002940232,0.00075456325,0.0010474873,0.0006482849,0.0003504981,0.0020671857],"category_scores_gemma":[0.00025470633,0.0008111681,0.0002856114,0.0023508763,0.00089345087,0.0046834582,0.00049057143,0.00047405582,0.0012818835],"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":[0.0005802727,0.001347645,0.17483714,0.014351996,0.0010981279,0.00081520056,0.009621394,0.00462401,0.0058000265,0.22053617,0.26098087,0.30540714],"study_design_scores_gemma":[0.0016887629,0.0001294055,0.07667175,0.0010828128,0.00037013073,0.000065031825,0.0019138282,0.02059261,0.0012898205,0.012742012,0.8818859,0.0015679215],"about_ca_topic_score_codex":0.0023341596,"about_ca_topic_score_gemma":0.0015486272,"teacher_disagreement_score":0.62090504,"about_ca_system_score_codex":0.00009766671,"about_ca_system_score_gemma":0.00021543598,"threshold_uncertainty_score":0.9999895},"labels":[],"label_agreement":null},{"id":"W3087471450","doi":"10.1016/j.jbusres.2020.09.005","title":"Collective market shaping by competitors and its contribution to market resilience","year":2020,"lang":"en","type":"article","venue":"Journal of Business Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":59,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Competitor analysis; Resilience (materials science); Psychological resilience; Business; Industrial organization; Pooling; Work (physics); Market analysis; Competition (biology); Nonmarket forces; Face (sociological concept); Marketing; Economics; Factor market; Market economy; Computer science; Engineering; Sociology; Psychology","score_opus":0.06696627230238045,"score_gpt":0.311862200758456,"score_spread":0.24489592845607555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087471450","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8944223,0.0011318494,0.00562157,0.07590438,0.0007046768,0.0008956146,0.000015013716,0.000051845305,0.021252764],"genre_scores_gemma":[0.99677324,0.0000779984,0.00008382524,0.0013399047,0.0012877011,0.000007518856,0.000005250569,0.000018597571,0.00040598365],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9979985,0.00007235119,0.00047636492,0.00024054931,0.0008396941,0.00037258468],"domain_scores_gemma":[0.9934737,0.00016439299,0.0003000316,0.00008340132,0.005922405,0.000056042005],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002052178,0.00014614196,0.00029768187,0.0005647576,0.00039061627,0.0005110137,0.00032337164,0.000091074275,0.0005031429],"category_scores_gemma":[0.0034217625,0.00012918819,0.00003283337,0.004444091,0.00008813724,0.0019386355,0.00021679692,0.00044564574,0.00003619224],"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":[0.006315919,0.00033084617,0.028573835,0.00129736,0.00013421998,0.00017582548,0.0002914855,0.000519739,0.10009997,0.0122160055,0.8441533,0.005891501],"study_design_scores_gemma":[0.003311516,0.00023666039,0.5984859,0.00094331504,0.000056273006,0.000049226455,0.0008043803,0.029526817,0.0024192827,0.0018311031,0.36166936,0.0006661883],"about_ca_topic_score_codex":0.000039426024,"about_ca_topic_score_gemma":0.000005213189,"teacher_disagreement_score":0.5699121,"about_ca_system_score_codex":0.00012452973,"about_ca_system_score_gemma":0.00026532257,"threshold_uncertainty_score":0.5509062},"labels":[],"label_agreement":null},{"id":"W3087780084","doi":"10.1016/j.jbusres.2020.08.065","title":"The dark-side of coopetition: Influences on the paradoxical forces of cooperativeness and competitiveness across product-market strategies","year":2020,"lang":"en","type":"article","venue":"Journal of Business Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":91,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Cooperativeness; Coopetition; Great Rift; Business; Product (mathematics); Industrial organization; Economics; Microeconomics; Psychology; Game theory; Social psychology","score_opus":0.08839429801795184,"score_gpt":0.3429844623115946,"score_spread":0.25459016429364273,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3087780084","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97236776,0.00050766347,0.00024320274,0.022113517,0.00016953157,0.00028175622,0.0000070185874,0.0000068113445,0.0043027564],"genre_scores_gemma":[0.9987541,0.00034142006,0.000018541567,0.00021329586,0.0006169293,0.000009486178,0.0000031050765,0.000012487358,0.00003067636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9978045,0.0001629649,0.00067981106,0.00017915023,0.00090120424,0.00027234532],"domain_scores_gemma":[0.99239755,0.0007878986,0.00062026375,0.000179127,0.0059974315,0.000017741193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031230685,0.00015199842,0.00035076885,0.00013497508,0.00062615715,0.00056143425,0.0005584142,0.000057495792,0.00007923689],"category_scores_gemma":[0.0015064231,0.00007994086,0.000049094015,0.0022703388,0.0012916777,0.0015496573,0.00018871968,0.00044894725,0.0000032835108],"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":[0.011895975,0.0008937161,0.07159316,0.005735834,0.00056344253,0.00009977093,0.0021135327,0.011808195,0.07392275,0.7884144,0.006078133,0.026881076],"study_design_scores_gemma":[0.0017000984,0.00032936846,0.9241934,0.0016411695,0.000052260984,0.000030768904,0.018009674,0.0015223746,0.01258528,0.008163653,0.03140907,0.00036289773],"about_ca_topic_score_codex":0.000098933655,"about_ca_topic_score_gemma":0.00003754325,"teacher_disagreement_score":0.8526002,"about_ca_system_score_codex":0.000012165266,"about_ca_system_score_gemma":0.00025813124,"threshold_uncertainty_score":0.5413924},"labels":[],"label_agreement":null},{"id":"W3089795963","doi":"10.4000/rei.8967","title":"Accès aux données, coopétition intra-plateforme et concurrence inter-plateformes numériques","year":2020,"lang":"fr","type":"article","venue":"Revue d économie industrielle","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Political science","score_opus":0.0942157973167966,"score_gpt":0.25085482513837754,"score_spread":0.15663902782158093,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3089795963","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.35683715,0.0050612343,0.0062901806,0.5464336,0.008661342,0.0017046445,0.0002667302,0.0007269205,0.07401814],"genre_scores_gemma":[0.9774569,0.0012149803,0.00018942419,0.009680471,0.005820711,0.00004906502,0.00096363697,0.00008452392,0.0045402395],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974059,0.00004065432,0.0010382853,0.0007169745,0.00012927974,0.0006689194],"domain_scores_gemma":[0.99809504,0.00010928976,0.00077994034,0.00032448804,0.000605636,0.000085607695],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00043047566,0.000562871,0.00062485726,0.00022781214,0.0003537871,0.0012154503,0.0005408274,0.00080920506,0.0029092894],"category_scores_gemma":[0.00044793924,0.00062527455,0.00014686243,0.0012770816,0.0002634857,0.007864775,0.0003221224,0.0011994471,0.0022582647],"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":[0.0004512489,0.0004093179,0.024618052,0.003304766,0.0003076167,0.00013950423,0.0007317333,0.0012673464,0.00049185014,0.44730404,0.29602534,0.2249492],"study_design_scores_gemma":[0.0011614314,0.00011658583,0.0007251878,0.0013046073,0.00009691617,0.000025728223,0.0013301094,0.018367294,0.0011396738,0.00279156,0.97207797,0.0008629556],"about_ca_topic_score_codex":0.0014957476,"about_ca_topic_score_gemma":0.00017839632,"teacher_disagreement_score":0.67605263,"about_ca_system_score_codex":0.00021063116,"about_ca_system_score_gemma":0.00047207845,"threshold_uncertainty_score":0.99982136},"labels":[],"label_agreement":null},{"id":"W3090385357","doi":"10.1007/978-3-030-19107-8","title":"Games in Management Science","year":2019,"lang":"en","type":"book","venue":"International series in management science/operations research/International series in operations research & management science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Athabasca University; HEC Montréal","funders":"","keywords":"Game theory; Control (management); Computer science; Management science; Supply management; Operations research; Business; Engineering; Economics; Mathematical economics; Physics; Artificial intelligence","score_opus":0.06087937649065487,"score_gpt":0.3853792412081264,"score_spread":0.3244998647174715,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090385357","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.012675208,0.0000783536,0.0003705927,0.015282964,0.0053609884,0.0056617125,0.00005665405,0.00016596705,0.96034753],"genre_scores_gemma":[0.3995679,0.0031504151,0.0063820635,0.0007259062,0.0009363048,0.0027617945,0.00068030116,0.00014544443,0.58564985],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.97457004,0.00019058558,0.0024055082,0.0042150836,0.015420093,0.003198722],"domain_scores_gemma":[0.9914592,0.00014481116,0.00024301313,0.0023405303,0.005642226,0.0001702483],"candidate_categories":["metaresearch","metaepi_narrow","bibliometrics","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["bibliometrics","sts","scholarly_communication","open_science","insufficient_payload"],"category_scores_codex":[0.029414097,0.0009664365,0.00073077076,0.038765974,0.00393363,0.0130192265,0.014065145,0.00028792777,0.0024630448],"category_scores_gemma":[0.0013754993,0.0010195769,0.00015749426,0.027543264,0.0139103765,0.03050808,0.011538488,0.0024664507,0.0019954108],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00023974941,0.00062251807,0.0013449237,0.00040884726,0.000074714306,0.0003622167,0.00030497953,0.08123786,0.00044024084,0.9066108,0.004618111,0.003735055],"study_design_scores_gemma":[0.004674281,0.0002217097,0.07679506,0.004643232,0.00005228579,0.000047185924,0.015435747,0.15283965,0.00040140902,0.07381011,0.6677953,0.0032840462],"about_ca_topic_score_codex":0.0019056037,"about_ca_topic_score_gemma":0.007709547,"teacher_disagreement_score":0.8328007,"about_ca_system_score_codex":0.009519887,"about_ca_system_score_gemma":0.0017339339,"threshold_uncertainty_score":0.9998349},"labels":[],"label_agreement":null},{"id":"W3090568911","doi":"10.1108/ijebr-05-2020-0273","title":"Coopetition and sales performance: evidence from non-mainstream sporting clubs","year":2020,"lang":"en","type":"article","venue":"International Journal of Entrepreneurial Behaviour & Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":39,"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":"","keywords":"Coopetition; Competitor analysis; Marketing; Business; Harm; Common-method variance; Multilevel model; Temptation; Competition (biology); Mainstream; Variance (accounting); Industrial organization; Economics; Incentive; Microeconomics; Psychology","score_opus":0.08733953986260286,"score_gpt":0.33534000473081665,"score_spread":0.2480004648682138,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090568911","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99275535,0.00008291352,0.0001475361,0.005583013,0.00084969646,0.000110205736,0.000005755375,0.000016185177,0.00044935217],"genre_scores_gemma":[0.9939595,0.00022967496,0.0001398683,0.00031600456,0.0052714483,0.0000035192554,0.00004444907,0.000014471991,0.000021049862],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99791795,0.000027388574,0.0005734805,0.00022530391,0.0010576743,0.00019818565],"domain_scores_gemma":[0.997017,0.000119391036,0.0004658198,0.00008775614,0.0022758848,0.000034125158],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008641534,0.00011858071,0.00017332278,0.00033458995,0.00013209635,0.00052906974,0.0004547031,0.00007061205,0.00033802836],"category_scores_gemma":[0.0007180613,0.00010697112,0.000059219507,0.00039799814,0.000099326186,0.0023880983,0.00023531566,0.00044280043,0.00008248936],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011115603,0.0001208997,0.9549674,0.000043922315,0.000056543846,0.00020598965,0.00023293201,0.00048026774,0.019118587,0.00061006163,0.0013468048,0.021705024],"study_design_scores_gemma":[0.0022796066,0.00016570378,0.97643894,0.00110014,0.00008212201,0.000038633403,0.00053437747,0.0069405315,0.0075238547,0.0008112092,0.0037734385,0.00031145487],"about_ca_topic_score_codex":0.00040292894,"about_ca_topic_score_gemma":0.000016117872,"teacher_disagreement_score":0.02147152,"about_ca_system_score_codex":0.00004351207,"about_ca_system_score_gemma":0.00008911678,"threshold_uncertainty_score":0.5101832},"labels":[],"label_agreement":null},{"id":"W3090611889","doi":"10.5267/j.msl.2020.9.020","title":"The role of mediation of product innovation in improving enterprises orientation of marketing performance of tofu industry","year":2020,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Mediation; Business; Product (mathematics); Marketing; Orientation (vector space); Product innovation; Market orientation; Industrial organization; Process management; Mathematics","score_opus":0.01002192570870736,"score_gpt":0.20739669650806136,"score_spread":0.197374770799354,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3090611889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99613684,0.000009684439,0.0003209995,0.0018191363,0.00011842886,0.00025590183,4.727933e-7,0.000008299019,0.0013302612],"genre_scores_gemma":[0.99934274,0.0000048574216,0.00025124996,0.00031788932,0.000061956154,0.000008051612,0.0000065036897,0.000004282541,0.0000024713297],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99863994,0.000012857357,0.0006069248,0.00017930068,0.0004288559,0.00013212103],"domain_scores_gemma":[0.99866235,0.000027195492,0.0009651093,0.00013443989,0.0002080878,0.0000027889523],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019409448,0.000072846386,0.000113199036,0.00045173432,0.00007393062,0.000032423246,0.00028715163,0.00002288077,0.0000068517425],"category_scores_gemma":[0.00035324428,0.000061497,0.00001438945,0.0042042956,0.00022224222,0.0014345081,0.00012571312,0.0000876991,5.6486e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014036293,0.000033921344,0.6322633,0.00086959,0.000007039937,1.6374058e-7,0.00018741035,0.0019422955,0.316728,0.008136264,0.00003143657,0.039660223],"study_design_scores_gemma":[0.0002974118,0.0000163359,0.89996517,0.00013904116,0.000014637084,5.0206605e-8,0.0014804824,0.020879647,0.07686015,0.000095245516,0.00016446704,0.0000873821],"about_ca_topic_score_codex":0.000066120694,"about_ca_topic_score_gemma":0.0000019576332,"teacher_disagreement_score":0.26770183,"about_ca_system_score_codex":0.000018222127,"about_ca_system_score_gemma":0.00001260371,"threshold_uncertainty_score":0.25077748},"labels":[],"label_agreement":null},{"id":"W3093973834","doi":"","title":"De l’identification des réseaux personnels du dirigeant de PME à une gestion systématique des parties prenantes de l’entreprise","year":2016,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science; Humanities; Art","score_opus":0.018360428020184495,"score_gpt":0.2184003544869603,"score_spread":0.2000399264667758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3093973834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5291103,0.0018868988,0.41971287,0.036930975,0.00032229457,0.00064402225,0.00003737561,0.00039595008,0.010959326],"genre_scores_gemma":[0.97430885,0.0033369903,0.013152797,0.00021058624,0.00029684528,0.00028807894,0.00052971276,0.00011167796,0.0077644642],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99356544,0.0026320154,0.0011836226,0.0010649258,0.0004874449,0.0010665549],"domain_scores_gemma":[0.989729,0.0011016388,0.001535861,0.0015795287,0.0059272363,0.00012675709],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.010981274,0.0006801212,0.00056010083,0.00044912822,0.0016289168,0.0023473322,0.0012881836,0.0006656327,0.00042205016],"category_scores_gemma":[0.006062377,0.000677693,0.00028941027,0.001164462,0.0011496027,0.002156426,0.0008365403,0.0006928862,0.00023968902],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00009440633,0.0011535212,0.18284462,0.00407943,0.00022965187,0.00002040751,0.01619177,0.00086066226,0.030020436,0.7110737,0.002004552,0.05142686],"study_design_scores_gemma":[0.0012385667,0.0000012131027,0.55104077,0.021802787,0.00048230315,0.00007621363,0.0018165082,0.10288217,0.05561371,0.2527059,0.010865398,0.0014744911],"about_ca_topic_score_codex":0.010568993,"about_ca_topic_score_gemma":0.00258969,"teacher_disagreement_score":0.4583678,"about_ca_system_score_codex":0.001014454,"about_ca_system_score_gemma":0.0005953395,"threshold_uncertainty_score":0.9996708},"labels":[],"label_agreement":null},{"id":"W3094425961","doi":"10.7202/1066073ar","title":"Mot des rédacteurs invités","year":2019,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Word (group theory); Sociology; Library science; Humanities; Management; Political science; Computer science; Operations research; Linguistics; Philosophy; Engineering; Artificial intelligence; Economics","score_opus":0.025471612292777772,"score_gpt":0.2409477916545712,"score_spread":0.21547617936179342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094425961","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12364949,0.0010056884,0.0023427203,0.020519424,0.015367125,0.0005320669,0.000012858435,0.0001566861,0.8364139],"genre_scores_gemma":[0.8001236,0.00037294158,0.00124677,0.0057542017,0.0019185703,0.00003443638,0.00041772294,0.000059227612,0.19007258],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99813783,0.0000106350635,0.00044205302,0.00046098907,0.00053268456,0.0004158208],"domain_scores_gemma":[0.99891603,0.000019307958,0.00027454644,0.0002923582,0.0004828261,0.000014901975],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037888077,0.00029486924,0.00018837863,0.0005686581,0.00014647856,0.0008523437,0.0005883585,0.00012938038,0.011291801],"category_scores_gemma":[0.000030583746,0.00033205227,0.00011046755,0.00079724466,0.00012319998,0.0037335944,0.0004376231,0.00021408824,0.013657431],"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":[0.000062060586,0.0002892323,0.08818298,0.000994198,0.0003177738,0.00003581438,0.0000268839,0.00052780745,0.0000736808,0.79073614,0.041452378,0.07730108],"study_design_scores_gemma":[0.0009028747,0.000011829661,0.13190427,0.00042032846,0.000081712235,0.00000386247,0.0003085697,0.0055196,0.000022729058,0.019933285,0.8405266,0.0003643401],"about_ca_topic_score_codex":0.00028241158,"about_ca_topic_score_gemma":0.000027878958,"teacher_disagreement_score":0.79907423,"about_ca_system_score_codex":0.00016383055,"about_ca_system_score_gemma":0.000012070956,"threshold_uncertainty_score":0.99991316},"labels":[],"label_agreement":null},{"id":"W3094630443","doi":"10.7202/1066069ar","title":"Lien social et micro-fondations de la capacité dynamique d’expérimentation – Les enseignements d’une étude de cas","year":2019,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.013519942288633919,"score_gpt":0.26409127790384174,"score_spread":0.25057133561520784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3094630443","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.539557,0.00013877606,0.022727413,0.0147672575,0.0020901978,0.0006447618,0.00004918042,0.00012772015,0.4198977],"genre_scores_gemma":[0.97973084,0.00013559456,0.0039067846,0.0039114766,0.00079357665,0.00009648902,0.0012456613,0.00005456345,0.010124981],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99812466,0.0000652065,0.00049577444,0.00042846918,0.00045102427,0.00043486373],"domain_scores_gemma":[0.9989793,0.000054888227,0.00041617398,0.00017466636,0.00035651933,0.000018479894],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00089473283,0.00031322183,0.00019158219,0.0005108692,0.0004265241,0.0008895774,0.00044042466,0.00021856352,0.002900236],"category_scores_gemma":[0.00003209976,0.00038674384,0.00011732163,0.0006273728,0.0001252523,0.0019746104,0.00026764706,0.00031886742,0.0008298255],"study_design_candidate":"theoretical_or_conceptual","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":[0.00009812455,0.00069287245,0.08083771,0.00069856935,0.0005660056,0.000049109236,0.00130419,0.0018743607,0.0035699052,0.87685686,0.019873157,0.013579135],"study_design_scores_gemma":[0.003145157,0.000030883868,0.648479,0.00046491154,0.0003229859,0.00002094368,0.006005699,0.01894912,0.00049103855,0.023014098,0.29823703,0.0008391461],"about_ca_topic_score_codex":0.0029705008,"about_ca_topic_score_gemma":0.00024459595,"teacher_disagreement_score":0.85384274,"about_ca_system_score_codex":0.0005204015,"about_ca_system_score_gemma":0.0000541176,"threshold_uncertainty_score":0.99994814},"labels":[],"label_agreement":null},{"id":"W3096414010","doi":"10.1177/0008125620973713","title":"Tackling Societal Challenges with Open Innovation","year":2020,"lang":"en","type":"article","venue":"California Management Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":167,"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 Toronto","funders":"Novo Nordisk Fonden; Novo Nordisk","keywords":"Open innovation; Set (abstract data type); Business; Social innovation; Section (typography); Marketing; Knowledge management; Public relations; Political science; Computer science","score_opus":0.08160659177615183,"score_gpt":0.2772044917251608,"score_spread":0.195597899949009,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096414010","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030590282,0.037445683,0.014508712,0.24228914,0.00035519156,0.00572344,0.00001423854,0.00076030364,0.6958443],"genre_scores_gemma":[0.5169594,0.08108801,0.0064243926,0.38815698,0.003401382,0.0009919815,0.0018082524,0.00024043975,0.00092913],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986562,0.0000095701735,0.000438844,0.0004009863,0.00026544923,0.00022894189],"domain_scores_gemma":[0.9991071,0.000005775492,0.00035662006,0.00023322573,0.0002865558,0.000010677917],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005008428,0.0002226272,0.0003209934,0.000099482895,0.00016669705,0.00035966336,0.0005095185,0.000040207586,0.00046130136],"category_scores_gemma":[0.00004261676,0.0001746439,0.00004103887,0.0020984826,0.000034906505,0.0014849451,0.00040546144,0.00012936728,0.0011322381],"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":[0.00003946242,0.00006765525,0.00037759735,0.022134772,0.000111661546,0.000026911259,0.000011297066,0.000031426876,0.000017227221,0.77767015,0.04794764,0.1515642],"study_design_scores_gemma":[0.00047771828,0.000013088785,0.0007306648,0.0017946749,0.00016062042,0.0000012068264,0.00008295798,0.00049002905,0.000004574082,0.0013490008,0.99460036,0.00029510187],"about_ca_topic_score_codex":0.000011104203,"about_ca_topic_score_gemma":0.0000029992534,"teacher_disagreement_score":0.9466527,"about_ca_system_score_codex":0.000019115407,"about_ca_system_score_gemma":0.000013669451,"threshold_uncertainty_score":0.9996455},"labels":[],"label_agreement":null},{"id":"W3096668429","doi":"","title":"INTELLIGENCE ÉCONOMIQUE ET TERRITORIALE AU SERVICE D'UNE STRATÉGIE DE DÉVELOPPEMENT RÉGIONAL : LA DÉLICATE QUESTION DE LA FORMATION DES ACTEURS","year":2010,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université de Moncton","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.03332650327925676,"score_gpt":0.2726811768612101,"score_spread":0.2393546735819533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3096668429","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6140194,0.00024317802,0.25088152,0.09557195,0.0008751142,0.00039132053,0.000018499848,0.0002122807,0.03778675],"genre_scores_gemma":[0.97154653,0.0007152164,0.025041217,0.00074363704,0.00034631664,0.0000696712,0.00040528862,0.000043851865,0.0010882767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99622726,0.002063815,0.0005916424,0.00042389877,0.0002084105,0.00048499033],"domain_scores_gemma":[0.9955844,0.00097346015,0.0005764939,0.0005949802,0.0022016652,0.00006899656],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01021594,0.00030895506,0.00022028791,0.00023313132,0.0005999062,0.0013437938,0.00063597626,0.00040981866,0.00018907565],"category_scores_gemma":[0.001521052,0.0003618213,0.000087293825,0.0009871883,0.00040934677,0.002876094,0.00026043318,0.0006930301,0.00009631715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00003272516,0.000637276,0.011436124,0.000511857,0.00002609745,0.0000036473034,0.0026365162,0.00016741657,0.028075883,0.87174666,0.00060653023,0.084119275],"study_design_scores_gemma":[0.0013813438,0.0000016237606,0.20593318,0.0036008735,0.00015772982,0.0000948157,0.00063658,0.0746897,0.114399284,0.31485578,0.28308347,0.0011655964],"about_ca_topic_score_codex":0.014899271,"about_ca_topic_score_gemma":0.02272417,"teacher_disagreement_score":0.55689085,"about_ca_system_score_codex":0.00029716437,"about_ca_system_score_gemma":0.00056666025,"threshold_uncertainty_score":0.99988335},"labels":[],"label_agreement":null},{"id":"W3098004736","doi":"10.1108/ijmpb-01-2020-0033","title":"Investigating collaboration in project management research: using action research as a meta-methodology","year":2020,"lang":"en","type":"article","venue":"International Journal of Managing Projects in Business","topic":"Business Strategy and Innovation","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 Montréal","funders":"","keywords":"Project management; Action research; Principal (computer security); Knowledge management; Research design; Sociology; Public relations; Management; Political science; Computer science; Social science","score_opus":0.6712728152675723,"score_gpt":0.5107740080602785,"score_spread":0.16049880720729381,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098004736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92986554,0.00033946274,0.0041274317,0.048579685,0.0024261922,0.0013958879,0.0000019950724,0.00006913647,0.013194682],"genre_scores_gemma":[0.986927,0.00012997365,0.009722789,0.0013716167,0.0017058387,0.000046161113,0.000015266085,0.00004039576,0.000040972714],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99598813,0.00046142493,0.0010428549,0.0004161297,0.0016399053,0.00045155166],"domain_scores_gemma":[0.99392486,0.0002635496,0.00069492543,0.00015204922,0.00494641,0.000018214809],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007844494,0.00021189239,0.00042878935,0.0051365993,0.000168453,0.00070039375,0.0008102867,0.00012959886,0.00004703918],"category_scores_gemma":[0.0029816697,0.00019771363,0.00006766889,0.009705002,0.00017817324,0.0035637934,0.00042198712,0.0009606531,0.00002604595],"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":[0.004946748,0.001772242,0.072615035,0.0056117172,0.0027909125,0.0047229338,0.009318909,0.15250592,0.025619421,0.63225913,0.0113082705,0.07652878],"study_design_scores_gemma":[0.02042508,0.00044425888,0.116922796,0.007939983,0.0011811982,0.0006535232,0.13419951,0.25452948,0.0037972173,0.2652402,0.19133073,0.0033360308],"about_ca_topic_score_codex":0.0027269486,"about_ca_topic_score_gemma":0.00037870312,"teacher_disagreement_score":0.3670189,"about_ca_system_score_codex":0.00038553897,"about_ca_system_score_gemma":0.00038569773,"threshold_uncertainty_score":0.8062528},"labels":[],"label_agreement":null},{"id":"W3098562187","doi":"10.1093/oso/9780198233824.003.0014","title":"Geography, Learning, and Convergence","year":2004,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Sovereignty; Multinational corporation; Convergence (economics); Globalization; Political science; Leverage (statistics); Economic system; Economy; Political economy; Economics; Market economy; International trade; Politics; Economic growth; Finance","score_opus":0.01627867678528647,"score_gpt":0.1825245675921706,"score_spread":0.16624589080688412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3098562187","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0006671958,0.000061783205,0.00014204896,0.000043746928,0.00020555462,0.00018983551,0.0000051287966,0.00017282032,0.9985119],"genre_scores_gemma":[0.043368664,0.0003437069,0.00006157175,0.00020159475,0.00036773572,6.2582427e-7,0.0000969251,0.000046814937,0.95551234],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99915266,0.0000026851676,0.00013896213,0.0003473572,0.00016795642,0.00019040419],"domain_scores_gemma":[0.99933326,0.000008982509,0.00028280623,0.00014719217,0.00021419064,0.000013564455],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000069124864,0.00027405343,0.00022402893,0.00030891804,0.00030517476,0.00013359866,0.00019569458,0.00028698758,0.00022913584],"category_scores_gemma":[0.0000048602096,0.00031861902,0.00008037542,0.000024588242,0.00020497068,0.00047644993,0.0002546047,0.00038193737,0.0000054739417],"study_design_candidate":"theoretical_or_conceptual","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":[0.000044043038,0.000005078405,0.00035380476,0.000195266,0.000047984355,0.0000380723,0.000007675803,0.000011115119,0.0000070680153,0.9962743,0.00032132442,0.0026942932],"study_design_scores_gemma":[0.00040929142,0.000010165885,0.0003350995,0.00013849836,0.0001223048,0.0000017684218,0.000017925619,0.000052665928,0.0000058996943,0.0075675966,0.99098533,0.00035345208],"about_ca_topic_score_codex":0.00024598595,"about_ca_topic_score_gemma":0.0000152385055,"teacher_disagreement_score":0.990664,"about_ca_system_score_codex":0.000028999464,"about_ca_system_score_gemma":0.000031253476,"threshold_uncertainty_score":0.99992657},"labels":[],"label_agreement":null},{"id":"W3101227732","doi":"10.2139/ssrn.3164863","title":"Multiple Performances, Aspiration Levels and Partnering Behavior: The Case of the Pharmaceutical Industry","year":2017,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Pharmaceutical industry; Operations management; Business; Process management; Industrial organization; Marketing; Engineering; Medicine; Pharmacology","score_opus":0.060025142852957604,"score_gpt":0.3063742568090667,"score_spread":0.24634911395610912,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3101227732","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99679184,0.00017029112,0.000177649,0.0016421933,0.00025482575,0.00011428186,5.7040097e-7,0.000007663369,0.00084071443],"genre_scores_gemma":[0.99905854,0.000038423812,0.0000045045986,0.00016293254,0.0006426932,0.0000056630815,7.1318345e-7,0.000008056728,0.00007849767],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99912965,0.00001066009,0.00019226286,0.00008497542,0.0001068012,0.00047563994],"domain_scores_gemma":[0.99932396,0.000011033501,0.0003614944,0.00017542965,0.0001228003,0.000005286591],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0010088801,0.000086728614,0.00007643308,0.000038897997,0.0013998727,0.00032133274,0.00024229247,0.00008176986,0.00002007783],"category_scores_gemma":[0.00008539397,0.000049938313,0.000032417767,0.000101075406,0.00013281079,0.0012910628,0.000097665856,0.0013083644,0.0000025195961],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050119623,0.00007483092,0.47079915,0.000051885363,0.00006244919,0.000020076775,0.00005541912,0.00010769735,0.0021924733,0.31768668,0.000055397937,0.20884384],"study_design_scores_gemma":[0.002860811,0.00006526761,0.91768473,0.00012967784,0.00039591212,0.0034381666,0.0027424353,0.026829926,0.0016650907,0.03329452,0.0104181515,0.00047529853],"about_ca_topic_score_codex":0.00023288681,"about_ca_topic_score_gemma":0.00087820244,"teacher_disagreement_score":0.4468856,"about_ca_system_score_codex":0.000044048673,"about_ca_system_score_gemma":0.00015591091,"threshold_uncertainty_score":0.99990016},"labels":[],"label_agreement":null},{"id":"W3106861370","doi":"10.7202/1072623ar","title":"Profils coévolutifs au sein de groupements hétérogènes : cas de PME exportatrices malgaches","year":2020,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.04626947119240041,"score_gpt":0.26383758824275216,"score_spread":0.21756811705035176,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3106861370","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2752743,0.002295348,0.050104354,0.19622737,0.0084827645,0.0017659363,0.00010461153,0.00057488406,0.4651704],"genre_scores_gemma":[0.9597755,0.0002722894,0.0036418156,0.011504641,0.004621614,0.00014377394,0.0006597781,0.000073518226,0.019307055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99726695,0.00002904017,0.00067825144,0.00062209216,0.00064769736,0.00075597264],"domain_scores_gemma":[0.99884325,0.000028270275,0.00049678126,0.00021138976,0.0003615869,0.000058702437],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000649966,0.00040894552,0.00026335384,0.00038329657,0.00028821843,0.0008517757,0.0007789123,0.00016671844,0.0022602817],"category_scores_gemma":[0.00010120356,0.0004731633,0.00013832632,0.00095361366,0.00012117086,0.0026387882,0.00049777376,0.0002752527,0.001028225],"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":[0.00021069976,0.0004927095,0.38359123,0.0026167936,0.0008547738,0.00036278294,0.0005366167,0.0010017792,0.0002817157,0.51480585,0.07097945,0.02426559],"study_design_scores_gemma":[0.0016619192,0.000041885367,0.32864124,0.0003523686,0.0003870116,0.0000101486785,0.002093116,0.041611552,0.00026268748,0.006078261,0.6180989,0.00076092914],"about_ca_topic_score_codex":0.0012547125,"about_ca_topic_score_gemma":0.000089413385,"teacher_disagreement_score":0.68450123,"about_ca_system_score_codex":0.0005319711,"about_ca_system_score_gemma":0.00008853195,"threshold_uncertainty_score":0.999772},"labels":[],"label_agreement":null},{"id":"W3109497653","doi":"10.3917/riges.454.0080","title":"L’évolution des infrastructures TI : trois défis à surmonter","year":2020,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université TÉLUQ; HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.026004914214148904,"score_gpt":0.21778853089989003,"score_spread":0.19178361668574112,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3109497653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73437446,0.006391452,0.033464592,0.20627797,0.0043852716,0.0005077133,0.000025017212,0.00044448522,0.0141290445],"genre_scores_gemma":[0.99177724,0.00013096146,0.00070491305,0.0028753479,0.0034128076,0.00000966659,0.00023286315,0.000031348536,0.0008248491],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99876726,0.00003226434,0.00034381176,0.00031856378,0.00020635058,0.00033178076],"domain_scores_gemma":[0.99913085,0.000025310494,0.00023035587,0.00012650563,0.000463506,0.000023465054],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00021703704,0.00023922492,0.00018753379,0.00013429798,0.00028412338,0.00037317685,0.0001324024,0.0002619009,0.0014670052],"category_scores_gemma":[0.00043825543,0.0002538895,0.000070263355,0.0010361301,0.00019242408,0.0029747658,0.00006978514,0.00028471695,0.00075831544],"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":[0.00041965878,0.00016041128,0.24078786,0.0028520972,0.00011094426,0.000030260717,0.0005238476,0.0040805093,0.009035422,0.23168102,0.13599415,0.37432382],"study_design_scores_gemma":[0.00053411257,0.000039235943,0.7830595,0.00027644314,0.00012229609,0.0000052757828,0.00009767278,0.017550727,0.00017820488,0.011146839,0.18664427,0.00034541718],"about_ca_topic_score_codex":0.0019328991,"about_ca_topic_score_gemma":0.00014921985,"teacher_disagreement_score":0.5422716,"about_ca_system_score_codex":0.00009236594,"about_ca_system_score_gemma":0.00003256989,"threshold_uncertainty_score":0.99999136},"labels":[],"label_agreement":null},{"id":"W3110268537","doi":"10.7202/1074908ar","title":"Offre d’expérience agrotouristique, COVID-19 et capacité de résilience","year":2020,"lang":"fr","type":"article","venue":"Téoros Revue de recherche en tourisme","topic":"Business Strategy and Innovation","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":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Art","score_opus":0.16807549019257245,"score_gpt":0.3637822816069855,"score_spread":0.19570679141441305,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3110268537","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09015382,0.006304774,0.20335464,0.6026599,0.0014629608,0.0017207875,0.00007219572,0.00086359825,0.09340733],"genre_scores_gemma":[0.7838342,0.001990222,0.03723465,0.14207968,0.011200559,0.00030089988,0.00018740814,0.00023869275,0.022933649],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9962144,0.000745243,0.00077684876,0.0008645466,0.0003538876,0.0010450928],"domain_scores_gemma":[0.9974766,0.0007928745,0.0005879669,0.0004888021,0.00040487404,0.0002488814],"candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.005258396,0.0005596057,0.0005656492,0.00024056745,0.000362479,0.0006207114,0.000962849,0.0014674561,0.0017694301],"category_scores_gemma":[0.011583462,0.00065355026,0.00019198155,0.0031065373,0.00030850453,0.0024423092,0.00029566948,0.002731328,0.0005928187],"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":[0.0006407701,0.00085066893,0.022425137,0.018203212,0.00024603965,0.0024547179,0.023962649,0.014284463,0.02279221,0.53914803,0.28523156,0.06976052],"study_design_scores_gemma":[0.0012769069,0.00010266218,0.010312873,0.0007771113,0.00026704586,0.0002059624,0.001995565,0.044076197,0.0012764249,0.04588179,0.8924104,0.00141707],"about_ca_topic_score_codex":0.0035646756,"about_ca_topic_score_gemma":0.00018505627,"teacher_disagreement_score":0.6936804,"about_ca_system_score_codex":0.0010169873,"about_ca_system_score_gemma":0.001286023,"threshold_uncertainty_score":0.9998289},"labels":[],"label_agreement":null},{"id":"W3111165249","doi":"10.3917/riges.454.0084","title":"L’impartition des TI, un facilitateur de l’agilité organisationnelle","year":2020,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.03684136048545356,"score_gpt":0.2137209228448103,"score_spread":0.17687956235935676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111165249","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7625506,0.0023530284,0.03986766,0.18846488,0.00095346104,0.00032928245,0.000016284019,0.00032093143,0.0051439013],"genre_scores_gemma":[0.9931717,0.00013351993,0.0008622953,0.0031705236,0.0013111874,0.0000144211135,0.00026364927,0.00002868567,0.0010440471],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987711,0.000041807794,0.00034870338,0.0003056992,0.00017910167,0.00035363424],"domain_scores_gemma":[0.99917203,0.000030796113,0.00017800534,0.00012230154,0.0004642995,0.000032555217],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003736886,0.00020489431,0.00015487176,0.000090141155,0.0004932955,0.00043241025,0.00011338717,0.00021596655,0.002753193],"category_scores_gemma":[0.0005875542,0.00023812185,0.00005097409,0.0010751535,0.00017321779,0.0026083004,0.000056328445,0.0002279531,0.002485453],"study_design_candidate":"theoretical_or_conceptual","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":[0.00037220234,0.0005748323,0.11227614,0.0048902705,0.00012721533,0.000048114267,0.0037482246,0.01156036,0.03356748,0.54629064,0.048962288,0.23758222],"study_design_scores_gemma":[0.0016656552,0.00012150801,0.3785888,0.00051052816,0.00029558872,0.000018895249,0.0016736508,0.07227704,0.0035875114,0.073190965,0.46715033,0.0009195009],"about_ca_topic_score_codex":0.0004730839,"about_ca_topic_score_gemma":0.00003264049,"teacher_disagreement_score":0.47309968,"about_ca_system_score_codex":0.00009926924,"about_ca_system_score_gemma":0.00006320176,"threshold_uncertainty_score":0.99829125},"labels":[],"label_agreement":null},{"id":"W3111645038","doi":"10.1522/revueot.v29n3.1194","title":"Comment survivre dans l’ombre d’un géant : le cas des plateformes de covoiturage de petite et moyenne taille en Chine","year":2020,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.017319277678081526,"score_gpt":0.22208885465115882,"score_spread":0.2047695769730773,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111645038","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.54488695,0.0010638444,0.011866086,0.43815368,0.0003320971,0.00037911578,0.00008311534,0.0002248795,0.0030102355],"genre_scores_gemma":[0.98522633,0.000614084,0.0034676685,0.0068665673,0.0016005078,0.0000365157,0.0006703289,0.00009967509,0.0014183368],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99807656,0.000105304716,0.0006010942,0.0004279529,0.0001946827,0.00059440086],"domain_scores_gemma":[0.99889725,0.00013577771,0.00033433473,0.00030398692,0.0002591481,0.000069487825],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004967728,0.00040990947,0.00038715452,0.00016910808,0.0010231438,0.00063843717,0.00039337587,0.00024989768,0.000682956],"category_scores_gemma":[0.00040053125,0.0004409473,0.00011477509,0.0010217573,0.00021395956,0.0020805483,0.00023960971,0.000441489,0.00013702014],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001833304,0.0018382166,0.5469121,0.0073495624,0.00066781515,0.00041792556,0.046878718,0.00663085,0.042166986,0.24267642,0.05828376,0.04599432],"study_design_scores_gemma":[0.0014691706,0.00008755028,0.31188434,0.00086258014,0.0002992993,0.00013577778,0.006560481,0.02001168,0.0036880467,0.008524334,0.6455118,0.00096492266],"about_ca_topic_score_codex":0.03765159,"about_ca_topic_score_gemma":0.005228402,"teacher_disagreement_score":0.58722806,"about_ca_system_score_codex":0.0006517792,"about_ca_system_score_gemma":0.00039731374,"threshold_uncertainty_score":0.99980426},"labels":[],"label_agreement":null},{"id":"W3111645788","doi":"10.3917/riges.454.0102","title":"Entretien avec Sari Wilde : êtes-vous un connecteur ?","year":2020,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.018393839036013156,"score_gpt":0.20051092807417567,"score_spread":0.1821170890381625,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3111645788","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18415135,0.0045947097,0.0067356243,0.7851707,0.0043324153,0.00058924884,0.00001691766,0.00047511904,0.013933955],"genre_scores_gemma":[0.98424923,0.00015589302,0.00026707366,0.008110259,0.0031948746,0.000010943595,0.00033596304,0.000041879244,0.0036338598],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985197,0.0000337752,0.000395424,0.00041448037,0.00024768832,0.0003889014],"domain_scores_gemma":[0.99904084,0.000038840044,0.00029668596,0.00017051326,0.00042349866,0.000029623074],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002360088,0.00027373858,0.0002321005,0.000116225085,0.00022074382,0.00041353484,0.00018178562,0.00027485518,0.0029080482],"category_scores_gemma":[0.00043832493,0.0003062982,0.000071385526,0.0011938887,0.00009251334,0.0019350082,0.00010428895,0.00035057493,0.0027018273],"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":[0.00032639003,0.0003711629,0.02951339,0.0020606646,0.0001371091,0.00015339404,0.0011991913,0.0020053808,0.0028740608,0.6059722,0.07671103,0.2786761],"study_design_scores_gemma":[0.00125102,0.00006868041,0.081898086,0.00039427378,0.0002454872,0.000013943165,0.00018556837,0.035448536,0.00040530477,0.0075208554,0.87191814,0.0006501239],"about_ca_topic_score_codex":0.00025534283,"about_ca_topic_score_gemma":0.000012844133,"teacher_disagreement_score":0.8000979,"about_ca_system_score_codex":0.000045673376,"about_ca_system_score_gemma":0.000042133168,"threshold_uncertainty_score":0.9999389},"labels":[],"label_agreement":null},{"id":"W3113326453","doi":"","title":"Research Guides: Business Forum - New Brunswick (29:011:300): * Company Research *","year":2020,"lang":"en","type":"libguides","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Management; Business; Economics","score_opus":0.174675218487491,"score_gpt":0.36468496269518047,"score_spread":0.19000974420768946,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3113326453","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00076132955,0.0019489524,0.001227018,0.15749152,0.0046995427,0.00219242,0.000026741622,0.0010451205,0.83060735],"genre_scores_gemma":[0.0923042,0.003205294,0.0043878066,0.046900995,0.1424861,0.00036377538,0.017976044,0.0018988403,0.69047695],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9899267,0.00018445772,0.0017591708,0.0018581151,0.0037841205,0.0024874131],"domain_scores_gemma":[0.98691505,0.0005225177,0.0006185388,0.001453809,0.010380046,0.000110064975],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.005044177,0.0009544385,0.001240858,0.0037845157,0.0017822146,0.0038145976,0.002850906,0.0013314952,0.0059037893],"category_scores_gemma":[0.002478531,0.0008733494,0.00023468668,0.01628287,0.0007377934,0.0036977988,0.0023991184,0.004275161,0.009444084],"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":[0.00012998682,0.00010586409,0.0006405087,0.0015499137,0.00007809938,0.000058879123,0.000021300333,0.000028834744,0.000055996552,0.22342028,0.76867783,0.005232526],"study_design_scores_gemma":[0.00083338266,0.0000355578,0.004929969,0.0008746127,0.000053397092,0.0000058042897,0.0010752747,0.00086283137,0.000038403996,0.0238636,0.9664805,0.0009466719],"about_ca_topic_score_codex":0.111437246,"about_ca_topic_score_gemma":0.010110941,"teacher_disagreement_score":0.19955668,"about_ca_system_score_codex":0.0002779596,"about_ca_system_score_gemma":0.003989024,"threshold_uncertainty_score":0.999965},"labels":[],"label_agreement":null},{"id":"W3114122813","doi":"10.22215/timreview/1408","title":"Embracing Product Innovativeness in Technology Firms: The Impact of Management Model Principles","year":2021,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Product (mathematics); Business model; Industrial organization; Competitive advantage; Organizational structure; Process management; Knowledge management; Marketing; Management; Computer science; Economics","score_opus":0.043056925261702565,"score_gpt":0.30274330746593014,"score_spread":0.2596863822042276,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3114122813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6403561,0.02355259,0.01873149,0.07490193,0.0007229939,0.007326788,0.00001182972,0.001584888,0.23281135],"genre_scores_gemma":[0.9912541,0.0033379765,0.0023911921,0.001685806,0.00008034971,0.00049855566,0.00016160501,0.000041758587,0.0005486816],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99726045,0.000019532463,0.0013787244,0.0006096691,0.0003114251,0.00042018737],"domain_scores_gemma":[0.9965987,0.000011629799,0.0009899405,0.0010396447,0.0013569394,0.0000031245143],"candidate_categories":["metaepi_narrow","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0012697005,0.00035316526,0.0005662717,0.0032139083,0.00017073042,0.00006736456,0.00071514497,0.0001605015,0.00009600946],"category_scores_gemma":[0.00020368719,0.00027161176,0.00007904485,0.03460596,0.00023287912,0.0008073929,0.0007693181,0.00041408575,0.000045901164],"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":[0.000014453856,0.0001874125,0.006000108,0.00466583,0.00014610558,0.000027036822,0.0000034913141,0.002745346,0.0004831776,0.9143368,0.0009846659,0.07040555],"study_design_scores_gemma":[0.0037691984,0.00007055745,0.08856505,0.020725178,0.0007347407,0.000052870455,0.0011806577,0.019436134,0.004259744,0.7584671,0.100496024,0.002242781],"about_ca_topic_score_codex":0.000019861636,"about_ca_topic_score_gemma":0.0000112056605,"teacher_disagreement_score":0.35089794,"about_ca_system_score_codex":0.00012245226,"about_ca_system_score_gemma":0.00006455471,"threshold_uncertainty_score":0.9999736},"labels":[],"label_agreement":null},{"id":"W311432755","doi":"","title":"Framgångsfaktorer på bredbandsmarknaden – vad utmärker en framgångsrik marknad?","year":2008,"lang":"sv","type":"article","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Spring (device); Telecommunications; Engineering; Computer science; Mechanical engineering","score_opus":0.02196333167408995,"score_gpt":0.23614716409257316,"score_spread":0.2141838324184832,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W311432755","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64581937,0.0041618054,0.013078319,0.1444264,0.010932292,0.004634489,0.002020339,0.0038359284,0.17109105],"genre_scores_gemma":[0.97471344,0.00050659763,0.006778,0.0027636972,0.0015936091,0.00023606079,0.0078049884,0.00013607666,0.0054675387],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99442476,0.000043345015,0.0019049017,0.0014881198,0.001022922,0.0011159752],"domain_scores_gemma":[0.9925974,0.00005692312,0.0018520952,0.002422327,0.0029641348,0.000107093205],"candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010727975,0.000936247,0.0009844442,0.003211728,0.0010392955,0.00042080658,0.0022539776,0.0014956682,0.0036300677],"category_scores_gemma":[0.0021287755,0.0009775851,0.00025254642,0.0065068165,0.001606293,0.007069535,0.001480964,0.0014363084,0.0010181648],"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":[0.00032290115,0.0017636037,0.08761948,0.0016943975,0.00056224957,0.00012773942,0.0000851511,0.00017874663,0.0018366405,0.34974635,0.53640157,0.01966118],"study_design_scores_gemma":[0.0019254078,0.00005211728,0.04780526,0.00044201405,0.0002689157,0.000037834605,0.00016823674,0.004302643,0.0010315833,0.00062774564,0.9421925,0.0011457675],"about_ca_topic_score_codex":0.0014372172,"about_ca_topic_score_gemma":0.00009413646,"teacher_disagreement_score":0.40579093,"about_ca_system_score_codex":0.00018914154,"about_ca_system_score_gemma":0.00063922873,"threshold_uncertainty_score":0.9998006},"labels":[],"label_agreement":null},{"id":"W3117867749","doi":"10.7202/1088140ar","title":"Analyse d’un écosystème d’innovation territorial : le cas de Niort Tech","year":2021,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.0158956677988329,"score_gpt":0.24468006581621954,"score_spread":0.22878439801738665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3117867749","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18910728,0.0013717831,0.050859377,0.12399264,0.04870864,0.00079260225,0.000077200246,0.00043149557,0.584659],"genre_scores_gemma":[0.93904245,0.00015014791,0.0038714514,0.0037231757,0.011339458,0.00006494822,0.002085819,0.00006701155,0.039655518],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99741274,0.000028789256,0.0008128517,0.00059499143,0.0006734194,0.000477183],"domain_scores_gemma":[0.9975403,0.000022481001,0.00046983134,0.00035939316,0.0015909595,0.000017034652],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007447979,0.00033553492,0.00025590477,0.00088828645,0.00033811654,0.0011745516,0.00048171854,0.00022423935,0.0030065665],"category_scores_gemma":[0.0001434696,0.00042047285,0.0001333227,0.002739063,0.00007321565,0.0025113572,0.00045944852,0.0003002147,0.0005428727],"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":[0.000065906854,0.0006257978,0.030458698,0.00045529407,0.0007056383,0.0006055914,0.000036223162,0.00041218847,0.00077999104,0.86430067,0.05132437,0.05022965],"study_design_scores_gemma":[0.0016756457,0.0000110357505,0.052365694,0.00031282948,0.00027035095,0.000043145894,0.0007936825,0.0072345245,0.0011812269,0.027353872,0.9082109,0.00054711616],"about_ca_topic_score_codex":0.0012256562,"about_ca_topic_score_gemma":0.0002944286,"teacher_disagreement_score":0.8568865,"about_ca_system_score_codex":0.0004494631,"about_ca_system_score_gemma":0.00018515762,"threshold_uncertainty_score":0.9998623},"labels":[],"label_agreement":null},{"id":"W3121129753","doi":"","title":"Alliance Management Capability: An Investigation of the Construct and its Measurement","year":2010,"lang":"en","type":"article","venue":"SSRN Electronic Journal","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":"Queen's University","funders":"","keywords":"Alliance; Construct (python library); Business; Portfolio; Knowledge management; Proactivity; Process management; Computer science; Management; Political science; Economics","score_opus":0.01875786639325855,"score_gpt":0.21166183565752328,"score_spread":0.19290396926426473,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121129753","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99602294,0.00016675467,0.00017347367,0.0021315438,0.00037274658,0.00017827669,2.663003e-7,0.000015582486,0.0009384076],"genre_scores_gemma":[0.99917203,0.0000895239,0.000055105345,0.00033173178,0.0002970424,0.0000042417437,0.0000016002516,0.000008909242,0.00003984038],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988107,0.000014664964,0.00024487753,0.0001386644,0.00031125935,0.00047979582],"domain_scores_gemma":[0.9991672,0.000003867251,0.00028283027,0.00014358682,0.00039431197,0.0000082117485],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001872401,0.000100438134,0.00009279078,0.00006434911,0.00022598417,0.00009640993,0.00020232593,0.000048590235,0.000020884001],"category_scores_gemma":[0.000038952192,0.000072941555,0.000027920021,0.00033289977,0.000091918664,0.0009432401,0.000044274162,0.0006803083,0.0000038765174],"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":[0.000016602025,0.000020427824,0.028795544,0.00006488684,0.000037281374,2.1523603e-7,0.00001589698,0.0000104080455,0.012749421,0.94784784,0.000023242317,0.010418251],"study_design_scores_gemma":[0.0008845953,0.000030520692,0.2527449,0.000075742064,0.00010931451,0.000054105076,0.0008129379,0.0011172869,0.0018519324,0.7400348,0.0020377983,0.00024603598],"about_ca_topic_score_codex":0.000060853497,"about_ca_topic_score_gemma":0.0011650941,"teacher_disagreement_score":0.22394936,"about_ca_system_score_codex":0.000069670576,"about_ca_system_score_gemma":0.00019522017,"threshold_uncertainty_score":0.29744703},"labels":[],"label_agreement":null},{"id":"W3121271331","doi":"10.1287/isre.2014.0555","title":"Market Positioning by IT Service Vendors Through Imitation","year":2015,"lang":"en","type":"article","venue":"Information Systems Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Imitation; Service (business); Referent; Sample (material); Marketing; Business; Psychology; Social psychology","score_opus":0.13237999359271338,"score_gpt":0.33797394702032746,"score_spread":0.20559395342761408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121271331","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.041273538,0.00010773847,0.008328239,0.0094198,0.0011342183,0.00091586006,0.00001662834,0.00023908749,0.9385649],"genre_scores_gemma":[0.9963231,0.000004606129,0.00006953738,0.0017361807,0.0005340394,0.000102726524,0.0006533968,0.000012209714,0.00056419714],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806774,0.00004996701,0.0004964752,0.0001169199,0.0009621444,0.00030675606],"domain_scores_gemma":[0.9959116,0.000053546104,0.00023883159,0.00018730595,0.003592177,0.000016539],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002409233,0.00011105818,0.000120711346,0.0004112881,0.00034849494,0.0013903807,0.0002158585,0.00010995689,0.00011183106],"category_scores_gemma":[0.00029230688,0.00010715208,0.00001873558,0.0020778838,0.000034684177,0.013987787,0.0000849956,0.00022576499,0.0025926128],"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":[0.00013310915,0.000029719324,0.00081818126,0.0005992729,0.000018021521,0.0000011997006,0.00092330377,0.00083765626,0.00010814561,0.060257815,0.9345068,0.0017667776],"study_design_scores_gemma":[0.000696497,0.000014909652,0.0007921048,0.00013717059,0.0000050893755,0.0000056631143,0.010003504,0.04842612,0.00004772699,0.0009776889,0.93871844,0.00017507395],"about_ca_topic_score_codex":0.0026793766,"about_ca_topic_score_gemma":0.000022572307,"teacher_disagreement_score":0.9550496,"about_ca_system_score_codex":0.000097121374,"about_ca_system_score_gemma":0.00008546602,"threshold_uncertainty_score":0.99980307},"labels":[],"label_agreement":null},{"id":"W3121471042","doi":"","title":"Architecture gouvernementale ouverte: Évolution des normes, des standards de consortium et des logiciels libres","year":2005,"lang":"fr","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Philosophy","score_opus":0.036439838428644816,"score_gpt":0.30180382218781937,"score_spread":0.2653639837591746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121471042","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7950651,0.0015685137,0.00073739316,0.0013704025,0.0005255902,0.00093685684,0.00015001939,0.00012204101,0.19952406],"genre_scores_gemma":[0.97243017,0.015800517,0.0048097163,0.00071513455,0.0011572767,0.00020775608,0.000369383,0.00012727318,0.004382757],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99520886,0.00027658397,0.0011213059,0.0011188409,0.00057230575,0.001702133],"domain_scores_gemma":[0.997237,0.0003148557,0.0005248926,0.0006814434,0.0011532941,0.00008848614],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0046740463,0.00067864713,0.00069836923,0.0009052389,0.0011372798,0.0012477282,0.000905579,0.00077584595,0.0012443531],"category_scores_gemma":[0.00136226,0.00073754287,0.00023482097,0.00078152266,0.0032012945,0.0020082407,0.0012669862,0.002002478,0.000050282935],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00071855186,0.00076564006,0.21940735,0.0029791251,0.00026729231,0.00005798329,0.0008572779,0.076905936,0.0010115245,0.025667174,0.0014018785,0.66996026],"study_design_scores_gemma":[0.0024567232,0.000166292,0.5353583,0.002819237,0.00010961839,0.000053417283,0.002955176,0.018704688,0.000550913,0.06585827,0.3692204,0.0017469423],"about_ca_topic_score_codex":0.0034892124,"about_ca_topic_score_gemma":0.020368146,"teacher_disagreement_score":0.6682133,"about_ca_system_score_codex":0.0045632967,"about_ca_system_score_gemma":0.0014627556,"threshold_uncertainty_score":0.99978906},"labels":[],"label_agreement":null},{"id":"W3121575596","doi":"10.5539/ijms.v8n1p1","title":"Build It, Buy It, or Both? Rethinking the Sourcing of Advertising Services","year":2016,"lang":"en","type":"preprint","venue":"International Journal of Marketing Studies","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Harvard Business School","keywords":"Agency (philosophy); Business; Advertising; Advertising campaign; Marketing; Advertising account executive; Position (finance); Online advertising; Core (optical fiber); Engineering; The Internet; Computer science; Telecommunications","score_opus":0.04013148098492935,"score_gpt":0.308844117948924,"score_spread":0.26871263696399467,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121575596","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83584493,0.0057446505,0.003009113,0.11429109,0.017515784,0.0004494206,0.000018996328,0.00009370384,0.023032334],"genre_scores_gemma":[0.9898422,0.0009617103,0.0006492752,0.0025016796,0.0057304017,0.000005404433,0.0000060684083,0.00003472494,0.0002685558],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970213,0.00010304752,0.0013953227,0.00024774158,0.0010112305,0.0002213236],"domain_scores_gemma":[0.99088675,0.0010857098,0.004032833,0.00020546278,0.0037819822,0.000007244615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005544981,0.00030942066,0.0005345408,0.00050616707,0.00026126642,0.00037859805,0.0011783226,0.00014807466,0.00009351609],"category_scores_gemma":[0.0026088618,0.00017679571,0.00022981883,0.00023873069,0.00015591504,0.0009677097,0.0013472245,0.00062530837,0.0000046261653],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.032682236,0.0014109983,0.35157883,0.03576356,0.04083256,0.0015259322,0.022770451,0.02149632,0.012623403,0.036384977,0.19385804,0.24907269],"study_design_scores_gemma":[0.008326541,0.00014945041,0.26479754,0.2309695,0.0031573058,0.0006207508,0.04952083,0.010404417,0.0016626162,0.17045122,0.25617203,0.003767785],"about_ca_topic_score_codex":0.00010325504,"about_ca_topic_score_gemma":0.000092439994,"teacher_disagreement_score":0.2453049,"about_ca_system_score_codex":0.000115352326,"about_ca_system_score_gemma":0.000105977415,"threshold_uncertainty_score":0.720952},"labels":[],"label_agreement":null},{"id":"W3121621861","doi":"","title":"Institutional Entrepreneurship in Mature Fields: The Big Five Accounting Firms","year":2005,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":37,"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 Alberta","funders":"","keywords":"Entrepreneurship; Agency (philosophy); Dialectic; Context (archaeology); Elite; Actor–network theory; Organizational theory; Institutional theory; Process (computing); Field (mathematics); Principal–agent problem; Institutional change; Accounting; Business; Economic geography; Sociology; Management; Political science; Economics; Corporate governance; Epistemology; Social science; Public administration; Geography","score_opus":0.01193463056779747,"score_gpt":0.212778956988437,"score_spread":0.2008443264206395,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121621861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9663425,0.0010196005,0.0014640281,0.021489793,0.0006441692,0.00015022104,5.23817e-7,0.000049832106,0.008839338],"genre_scores_gemma":[0.99252886,0.00019238061,0.000016746035,0.00256525,0.004175018,0.00000641697,0.000011883986,0.0000117584395,0.000491692],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982533,0.00001278554,0.00029775038,0.00016630211,0.00023715006,0.0010327274],"domain_scores_gemma":[0.99948126,0.000026869004,0.00021692098,0.00012419002,0.00014550608,0.000005275619],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011599237,0.00014354289,0.0001121053,0.00021440636,0.00039326568,0.00031633707,0.00031733047,0.000108222644,0.0000934502],"category_scores_gemma":[0.00011428427,0.00010128005,0.000059829697,0.00068869523,0.00004618348,0.0013668344,0.000054074222,0.0016922946,0.00010931293],"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":[0.00007928713,0.000087923174,0.03186801,0.00002139886,0.00004053779,0.0000061934484,0.00008231571,0.004566124,0.0000989804,0.86664885,0.000762649,0.0957377],"study_design_scores_gemma":[0.002893089,0.00003892807,0.16057615,0.00023427134,0.000090102876,0.0004343237,0.0029374275,0.008519327,0.000078979036,0.6657865,0.15755412,0.00085676514],"about_ca_topic_score_codex":0.00023657829,"about_ca_topic_score_gemma":0.0038077144,"teacher_disagreement_score":0.20086236,"about_ca_system_score_codex":0.00022717375,"about_ca_system_score_gemma":0.00045735043,"threshold_uncertainty_score":0.7352272},"labels":[],"label_agreement":null},{"id":"W3121748788","doi":"","title":"Resource-Based View and Competitive Strategy: An Integrated Model of the Contribution of Information Technology to Firm Performance","year":2006,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"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; HEC Montréal","funders":"","keywords":"Profitability index; Industrial organization; Perspective (graphical); Business; Variance (accounting); Competitive advantage; Firm offer; Resource-based view; Resource (disambiguation); Marketing; Microeconomics; Economics; Computer science; Accounting; Finance","score_opus":0.006490162422419412,"score_gpt":0.2038098057470417,"score_spread":0.1973196433246223,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3121748788","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9673384,0.000098231365,0.03048451,0.0010174518,0.000027469834,0.00017169195,0.0000024536355,0.000019548039,0.0008402587],"genre_scores_gemma":[0.99963754,0.000024858457,0.00007315576,0.00015569081,0.000050127153,0.0000036929825,0.000036746133,0.0000049572095,0.000013216933],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990649,0.000010144739,0.00033928076,0.000065736385,0.00013812019,0.00038178143],"domain_scores_gemma":[0.99889153,0.000005686398,0.00040018637,0.00008976623,0.0006089491,0.0000038529606],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062571355,0.000091839,0.00013298706,0.0002774628,0.0001438662,0.00004910689,0.00014990578,0.00007400071,0.0000045457964],"category_scores_gemma":[0.000033787048,0.000066122164,0.000022942708,0.0008269012,0.000071788134,0.0010657032,0.000023658027,0.00040995807,0.0000017215864],"study_design_candidate":"theoretical_or_conceptual","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":[0.00011075349,0.000041395,0.007981425,0.000036647518,0.000010914783,3.2983124e-8,0.000007211369,0.022465145,0.0014451117,0.9553267,0.000015923979,0.012558755],"study_design_scores_gemma":[0.004209996,0.00061076746,0.08064681,0.0007186623,0.00017794775,0.000037783622,0.0032934442,0.4864973,0.009199119,0.4041291,0.00983484,0.0006442371],"about_ca_topic_score_codex":0.0001226818,"about_ca_topic_score_gemma":0.00033623472,"teacher_disagreement_score":0.5511976,"about_ca_system_score_codex":0.00009105989,"about_ca_system_score_gemma":0.0003587383,"threshold_uncertainty_score":0.26963836},"labels":[],"label_agreement":null},{"id":"W3122180375","doi":"","title":"Network-Independent Partner Selection and the Evolution of Innovation Networks","year":2009,"lang":"en","type":"preprint","venue":"UNU Collections (United Nations University)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Complementarity (molecular biology); Alliance; Structural holes; Social capital; Selection (genetic algorithm); Industrial organization; Business; Empirical evidence; Strategic alliance; Empirical research; Knowledge management; Coopetition; Marketing; Microeconomics; Economics; Computer science; Game theory; Artificial intelligence; Political science","score_opus":0.01586348024668381,"score_gpt":0.1956761813792813,"score_spread":0.1798127011325975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122180375","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024182795,0.00015444444,0.38524276,0.004918556,0.0013548508,0.0018517269,0.000014818358,0.00042673945,0.5818533],"genre_scores_gemma":[0.96278095,0.00013372942,0.00052400056,0.00027009015,0.0008514596,0.000015687956,0.0005426128,0.000022687067,0.034858767],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986552,0.00008402066,0.00044900738,0.00034344272,0.00024788306,0.00022042735],"domain_scores_gemma":[0.9960921,0.00010663234,0.000864503,0.00023562665,0.0026930696,0.000008101029],"candidate_categories":["bibliometrics","sts"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.00064317166,0.00024052094,0.0002694572,0.14521453,0.0018251078,0.00028268053,0.0002375326,0.00039397017,0.00005316732],"category_scores_gemma":[0.00018184101,0.00023958078,0.00007162095,0.35899484,0.0001705336,0.00084323564,0.00023334088,0.00066774734,0.0000033661802],"study_design_candidate":"theoretical_or_conceptual","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":[0.00012678104,0.00006147985,0.00037842302,0.000037148082,0.000065454995,5.565044e-7,0.000014193799,0.2088055,0.00000763413,0.7867858,0.0034905877,0.00022646294],"study_design_scores_gemma":[0.0026055297,0.000024830466,0.0020224787,0.0001932362,0.0005837831,0.000006397611,0.00047889163,0.51804346,0.0000046159494,0.079525486,0.39603347,0.00047782302],"about_ca_topic_score_codex":0.00064950105,"about_ca_topic_score_gemma":0.0007163703,"teacher_disagreement_score":0.93859816,"about_ca_system_score_codex":0.00030816384,"about_ca_system_score_gemma":0.0002072451,"threshold_uncertainty_score":0.9994744},"labels":[],"label_agreement":null},{"id":"W3122191013","doi":"","title":"R&D, Organization Structure, and the Development of Corporate Technological Knowledge","year":2004,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":84,"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 Toronto","funders":"","keywords":"Transaction cost; Control (management); Industrial organization; Business; Knowledge management; Database transaction; Range (aeronautics); Empirical research; Computer science; Engineering; Mathematics; Database","score_opus":0.013009142109878552,"score_gpt":0.20137106527457788,"score_spread":0.18836192316469932,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122191013","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9729162,0.00038119315,0.024841728,0.0010332671,0.0000849361,0.000098975215,1.3051293e-7,0.000032664077,0.0006109465],"genre_scores_gemma":[0.9994469,0.00007706328,0.00021449996,0.00006756257,0.00014881454,0.0000010273226,0.0000072691814,0.000009112902,0.00002770843],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9991618,0.0000065394656,0.00025086853,0.000086702596,0.00009770674,0.0003963774],"domain_scores_gemma":[0.9992708,0.0000071727723,0.00035214637,0.000058843856,0.00030811847,0.0000029167559],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008232639,0.00008768575,0.00010885705,0.00012224144,0.00028114405,0.00007729978,0.00013724108,0.00006494909,0.000016260463],"category_scores_gemma":[0.00008989581,0.000053253752,0.000013162506,0.0007907307,0.00014407722,0.00037897573,0.000050528597,0.0004651369,0.000009014165],"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":[0.000027666918,0.000020905723,0.0021365194,0.000012765064,0.000024638308,1.73458e-7,0.000032187712,0.00003796136,0.00075327506,0.9840847,0.0000032912815,0.012865862],"study_design_scores_gemma":[0.0017137135,0.000008803157,0.011821296,0.000023525638,0.000026512993,0.00004661225,0.0005209725,0.000048683964,0.0013641304,0.9837359,0.0005801499,0.00010968056],"about_ca_topic_score_codex":0.000008855824,"about_ca_topic_score_gemma":0.00016242912,"teacher_disagreement_score":0.026530782,"about_ca_system_score_codex":0.000098196,"about_ca_system_score_gemma":0.000495722,"threshold_uncertainty_score":0.21716249},"labels":[],"label_agreement":null},{"id":"W3122365561","doi":"10.15353/rea.v7i2.1419","title":"The Dynamics of Disease in a Regulated Vertically Differentiated Health System","year":2016,"lang":"en","type":"article","venue":"Review of Economic Analysis","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Duopoly; Markov chain; Dimension (graph theory); Quality (philosophy); Disease; Economics; Dynamics (music); Computer science; Econometrics; Microeconomics; Statistical physics; Mathematical economics; Medicine; Mathematics; Physics; Machine learning; Pathology","score_opus":0.01208498567711121,"score_gpt":0.23559328977209426,"score_spread":0.22350830409498304,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122365561","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.923606,0.025954727,0.007912787,0.038222175,0.00031860778,0.001110633,0.00005616471,0.000085432934,0.0027334795],"genre_scores_gemma":[0.99449974,0.0052070064,0.0000070008323,0.00015099248,0.000025866935,0.000008088659,0.000055774155,0.0000059138915,0.000039598635],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988371,0.000025658628,0.00081172405,0.00014019324,0.000063482905,0.00012185143],"domain_scores_gemma":[0.998871,0.000040776078,0.0006838344,0.0002827275,0.000112843845,0.000008768779],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006165561,0.000086448934,0.00046679805,0.00020344976,0.000041844418,0.000017542505,0.00016164771,0.00002085132,0.00008961024],"category_scores_gemma":[0.00006441821,0.000048677397,0.00016270428,0.0008243835,0.000050762028,0.00023046695,0.00003698341,0.000025329484,0.00001972709],"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":[0.0000899678,0.000077052224,0.15232845,0.013810583,0.00073780445,6.283407e-7,0.0000024187225,0.0002938011,0.000017058848,0.80318516,0.00028761855,0.029169481],"study_design_scores_gemma":[0.00083779544,0.000012892454,0.6786019,0.014501413,0.0020054672,1.548886e-7,0.000043684464,0.30039245,0.000006199146,0.0018051746,0.0014806825,0.00031218087],"about_ca_topic_score_codex":0.00045462963,"about_ca_topic_score_gemma":0.0004642702,"teacher_disagreement_score":0.80138,"about_ca_system_score_codex":0.00011738099,"about_ca_system_score_gemma":0.00005104264,"threshold_uncertainty_score":0.19850066},"labels":[],"label_agreement":null},{"id":"W3122372589","doi":"","title":"The Power of Non-Contractual Innovation","year":2007,"lang":"en","type":"article","venue":"Archipelago (Université du Québec à Montréal)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"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":"Normative; Core (optical fiber); Forcing (mathematics); Business; Renting; Publishing; Open innovation; Intellectual property; Industrial organization; Telecommunications; Marketing; Computer science; Political science; Law","score_opus":0.007118327792343538,"score_gpt":0.17681112268495247,"score_spread":0.16969279489260894,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122372589","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97040594,0.00011670451,0.008440632,0.0030584305,0.00024509866,0.00016480277,9.898338e-7,0.00005786129,0.017509572],"genre_scores_gemma":[0.99885845,0.000010993441,0.00008580647,0.0006493855,0.00023457185,0.0000012346829,0.000015368316,0.000016231781,0.00012794531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990042,0.000005255694,0.00032292938,0.00016908319,0.00023232156,0.00026624085],"domain_scores_gemma":[0.99875474,0.00013331766,0.00036158855,0.00024356885,0.0004984324,0.000008361019],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062295655,0.00014220903,0.00014249048,0.00037208045,0.0005219097,0.0000644499,0.0002949494,0.00006881365,0.000095456795],"category_scores_gemma":[0.00012374808,0.00011587714,0.00005661073,0.0014389089,0.00015551121,0.0010193107,0.00011320763,0.0001629141,0.00008263979],"study_design_candidate":"observational","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":[0.0010229913,0.00023823908,0.02114604,0.00007531194,0.00014072449,0.00005500508,0.0077480916,0.00012871949,0.010777023,0.77323055,0.0069946633,0.17844266],"study_design_scores_gemma":[0.0017906066,0.000052161977,0.8194803,0.000049224793,0.000078308134,0.00000918418,0.023221271,0.002487918,0.00060092384,0.0067065996,0.14506769,0.0004558052],"about_ca_topic_score_codex":0.048765317,"about_ca_topic_score_gemma":0.06835202,"teacher_disagreement_score":0.79833424,"about_ca_system_score_codex":0.000048157348,"about_ca_system_score_gemma":0.00008275292,"threshold_uncertainty_score":0.95756906},"labels":[],"label_agreement":null},{"id":"W3122556665","doi":"","title":"Innovation and Collaboration in the Geographic Information Systems (GIS) Industry: Evidence from Canada and the United States","year":2000,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Product (mathematics); Process (computing); Sample (material); Business; Key (lock); Information industry; Product innovation; Association (psychology); Marketing; Knowledge management; Industrial organization; Regional science; Geography; Computer science; Economics; Economy; Computer security","score_opus":0.008501266610938434,"score_gpt":0.20678393586549315,"score_spread":0.1982826692545547,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122556665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98891073,0.0005939003,0.00013376551,0.009892241,0.00008901431,0.00021540296,0.0000017215671,0.000008888998,0.00015433485],"genre_scores_gemma":[0.9965563,0.0013733647,0.0000015618369,0.001712,0.00021881262,0.000012121193,0.00010569272,0.0000040466452,0.000016130602],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99892807,0.00005129762,0.00034174792,0.000073859,0.00023662501,0.00036840147],"domain_scores_gemma":[0.9992597,0.000074380834,0.00026317156,0.00007743754,0.00032209672,0.0000032073901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020098411,0.00009506919,0.000089951,0.00026249772,0.00031858223,0.0007739511,0.00012284867,0.0000742756,0.000009424668],"category_scores_gemma":[0.00010980503,0.000057602207,0.0000058414716,0.0024866695,0.00005790113,0.0027522088,0.000011313508,0.00087920215,0.0000015041373],"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":[0.00042254216,0.00001857932,0.12892015,0.00005323331,0.00006862222,0.0000016343664,0.0006286864,0.006108099,0.000019940077,0.8434103,0.00069026096,0.019657921],"study_design_scores_gemma":[0.005686928,0.000068744885,0.5709202,0.000508936,0.00016612488,0.0001067476,0.04838676,0.075584695,0.00000658931,0.23680247,0.06110537,0.0006564332],"about_ca_topic_score_codex":0.63647103,"about_ca_topic_score_gemma":0.39288816,"teacher_disagreement_score":0.60660785,"about_ca_system_score_codex":0.00010678254,"about_ca_system_score_gemma":0.00047568517,"threshold_uncertainty_score":0.7463229},"labels":[],"label_agreement":null},{"id":"W3122584889","doi":"10.11575/prism/28800","title":"Implementable Mechanisms to Coordinate Horizontal Alliances","year":2001,"lang":"en","type":"article","venue":"PRISM (University of Calgary)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"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 Calgary","funders":"","keywords":"Alliance; Business; Industrial organization; Externality; Incentive; Horizontal and vertical; Marketing; Microeconomics; Commerce; Economics","score_opus":0.016093729280136172,"score_gpt":0.20185831261757622,"score_spread":0.18576458333744006,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122584889","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34866983,0.000025528401,0.54291946,0.0038660483,0.00034351755,0.00030049187,4.6404668e-7,0.00012934038,0.10374534],"genre_scores_gemma":[0.9850071,0.000022338962,0.012292519,0.00061498716,0.000079913574,0.0000011162655,0.00003389791,0.000012742783,0.0019353904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99934137,0.00000405915,0.00010372456,0.00018306181,0.00016283213,0.00020497444],"domain_scores_gemma":[0.9996075,0.0000071281047,0.00012003939,0.00012228223,0.00012971574,0.000013301501],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014753113,0.00009964922,0.00014493137,0.00018575563,0.00021537009,0.00004254722,0.00023385008,0.000051682146,0.0011461424],"category_scores_gemma":[0.0000104233395,0.0001195396,0.000043383225,0.0005615328,0.000031586922,0.0011899523,0.00014446501,0.0000664343,0.00022939163],"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":[0.00040621226,0.00021873202,0.010371411,0.0001586027,0.000087304164,0.00010046274,0.00013340462,0.000009477061,0.0140404,0.5856919,0.029693183,0.3590889],"study_design_scores_gemma":[0.0016754897,0.00008001356,0.07414492,0.00008993599,0.00012855687,0.0000049940163,0.00072559196,0.015080228,0.0010654444,0.024829092,0.88151,0.00066573033],"about_ca_topic_score_codex":0.0037582382,"about_ca_topic_score_gemma":0.000118489166,"teacher_disagreement_score":0.85181683,"about_ca_system_score_codex":0.000023783443,"about_ca_system_score_gemma":0.00001578999,"threshold_uncertainty_score":0.99976695},"labels":[],"label_agreement":null},{"id":"W3122813159","doi":"","title":"Endogenous Differentiation of Information Goods Under Uncertainty","year":2007,"lang":"en","type":"article","venue":"Deep Blue (University of Michigan)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Toronto","funders":"Johns Hopkins University; National Science Foundation","keywords":"Profit (economics); Incentive; Microeconomics; Profitability index; Product proliferation; Industrial organization; Information good; Competition (biology); Economics; Business; Learning effect; New product development; Marketing; The Internet; Computer science","score_opus":0.016300747038584154,"score_gpt":0.18032688840083308,"score_spread":0.1640261413622489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122813159","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91264,0.000010392572,0.08001754,0.00011350624,0.0001307734,0.00009449189,0.0000029433995,0.00003343471,0.006956972],"genre_scores_gemma":[0.9992857,0.0000047544318,0.00030078331,0.00014468192,0.00006187239,5.2299658e-8,0.00017346017,0.0000040365308,0.000024683373],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9994681,0.0000039819315,0.000169382,0.00007782297,0.00015559533,0.00012511357],"domain_scores_gemma":[0.99922997,0.000016040418,0.00036448202,0.00011216033,0.00027130786,0.000006054168],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020921427,0.00007927815,0.00012478585,0.00031556192,0.00012047591,0.000017939941,0.00014283,0.000079667734,0.00012943397],"category_scores_gemma":[0.000013825389,0.00009422519,0.000048040165,0.0005437202,0.00005996764,0.0015822594,0.00005247925,0.000066274006,0.00003681778],"study_design_candidate":"theoretical_or_conceptual","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":[0.0012342581,0.0007009463,0.010938135,0.0017068194,0.00036728027,0.000012481171,0.028240224,0.023027094,0.07054337,0.7960297,0.00013925087,0.06706044],"study_design_scores_gemma":[0.0063198083,0.00010184575,0.70531195,0.00021101003,0.00050982373,0.000009504437,0.19852872,0.049580973,0.006008653,0.013366792,0.018943869,0.0011070278],"about_ca_topic_score_codex":0.0007008468,"about_ca_topic_score_gemma":0.005275313,"teacher_disagreement_score":0.7826629,"about_ca_system_score_codex":0.00001582624,"about_ca_system_score_gemma":0.000014499079,"threshold_uncertainty_score":0.38423917},"labels":[],"label_agreement":null},{"id":"W3122861330","doi":"10.2139/ssrn.1921010","title":"A Reflection on Analytical Work in Marketing: Three Points of Consensus","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Quest University Canada","funders":"","keywords":"Work (physics); Reflection (computer programming); Marketing; Business; Computer science; Engineering; Mechanical engineering","score_opus":0.04381143096066651,"score_gpt":0.252146353769531,"score_spread":0.20833492280886448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3122861330","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9641972,0.00007277629,0.00061985006,0.00081663125,0.00023866018,0.00008749734,1.1104142e-7,0.000023349314,0.033943903],"genre_scores_gemma":[0.9993201,0.000030456902,0.00006713215,0.00017703418,0.0002788028,0.0000018663256,0.0000018969558,0.000014257958,0.00010845246],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984729,0.000023787818,0.00037309134,0.00014678654,0.00018309616,0.0008002934],"domain_scores_gemma":[0.9993789,0.00003079755,0.0002933251,0.00010552172,0.00018516775,0.0000062764684],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024471977,0.00011720538,0.00015882551,0.00044045513,0.000083936204,0.00003760211,0.00012873595,0.000083260034,0.0001272447],"category_scores_gemma":[0.00023426904,0.000103417195,0.000054432232,0.0010845468,0.000045956138,0.00026959102,0.000021801841,0.00090086926,0.000040259707],"study_design_candidate":"theoretical_or_conceptual","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":[0.002135504,0.00024734696,0.14320642,0.00003230407,0.00006595096,0.00001030329,0.000023008532,0.000027202574,0.000121330166,0.83536613,0.00022628455,0.018538233],"study_design_scores_gemma":[0.0014908063,0.000119096614,0.5398758,0.00021757105,0.000055772292,0.00004792391,0.00050614314,0.0010253994,0.000065869695,0.45561913,0.000693072,0.0002834046],"about_ca_topic_score_codex":0.00015194408,"about_ca_topic_score_gemma":0.00063048315,"teacher_disagreement_score":0.3966694,"about_ca_system_score_codex":0.00017616781,"about_ca_system_score_gemma":0.00021427569,"threshold_uncertainty_score":0.4217231},"labels":[],"label_agreement":null},{"id":"W3123010889","doi":"","title":"Market Structure and Communicable Diseases","year":2005,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Business Strategy and Innovation","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":"University of Toronto","funders":"","keywords":"Monopoly; Externality; Social planner; Competition (biology); Planner; Economics; Communicable disease; Market structure; Public economics; Welfare; Microeconomics; Public health; Medicine; Market economy; Computer science; Biology","score_opus":0.027042867689110073,"score_gpt":0.27753834569747826,"score_spread":0.2504954780083682,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123010889","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7152147,0.0004652101,0.0000012763696,0.002121203,0.0003956614,0.00060063094,0.000060475555,0.00008159897,0.28105918],"genre_scores_gemma":[0.9936772,0.002959544,0.00020138147,0.0004929893,0.0011347181,0.000052351243,0.0002817781,0.000049324237,0.0011507045],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9983745,0.00004244359,0.00041592697,0.00053251546,0.00016780486,0.00046679872],"domain_scores_gemma":[0.9987233,0.00012280067,0.0002072701,0.0007408988,0.00018410967,0.000021585935],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00064321765,0.00026105996,0.00037856665,0.00056178076,0.00025074158,0.000667591,0.00056505646,0.0003398038,0.0007001486],"category_scores_gemma":[0.00022144886,0.00027189337,0.00005461035,0.00023260275,0.0002646718,0.0006553955,0.0017632104,0.001228278,0.000008667639],"study_design_candidate":"design_other","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":[0.0005151637,0.00039998686,0.20998678,0.0028407476,0.00020327956,0.000039281254,0.00008410173,0.010778985,0.00012463244,0.03013604,0.0059820795,0.73890895],"study_design_scores_gemma":[0.0013854657,0.000016046202,0.4577076,0.0005391572,0.000048166483,0.0000060802,0.00048098966,0.07848223,0.000018901877,0.037664525,0.42248195,0.001168855],"about_ca_topic_score_codex":0.00025473943,"about_ca_topic_score_gemma":0.00045552888,"teacher_disagreement_score":0.7377401,"about_ca_system_score_codex":0.00016248814,"about_ca_system_score_gemma":0.00013158804,"threshold_uncertainty_score":0.9999733},"labels":[],"label_agreement":null},{"id":"W3123114475","doi":"","title":"When Do Markets Tip? A Cognitive Hierarchy Approach","year":2013,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","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":"University of Toronto","funders":"","keywords":"Rationality; Multihoming; Bounded rationality; Hierarchy; Competition (biology); Economics; Fragmentation (computing); Microeconomics; Market structure; Backup; Product differentiation; Mathematical economics; Computer science; Market economy; The Internet","score_opus":0.01099548765082411,"score_gpt":0.2044049055735877,"score_spread":0.1934094179227636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123114475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72009456,0.0014318872,0.03731052,0.005083871,0.00056539616,0.0007449578,0.0000012798529,0.00018928853,0.23457825],"genre_scores_gemma":[0.9952584,0.00014883086,0.00012736797,0.001051722,0.001579075,0.00003153718,0.000030922496,0.000032452233,0.0017397027],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99762243,0.000021000387,0.0003003925,0.00022934529,0.000277272,0.0015495818],"domain_scores_gemma":[0.99906397,0.000022025035,0.00026545997,0.000110885834,0.0005236777,0.00001398831],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010797387,0.00019719027,0.0001722988,0.00031069337,0.00034093714,0.0006514722,0.00025256866,0.00009848876,0.0007331779],"category_scores_gemma":[0.000090752066,0.00016565868,0.000076799355,0.0005198048,0.000060693037,0.0026592908,0.0000636883,0.0012748984,0.00063872716],"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":[0.00014421192,0.00022405932,0.008267954,0.000066711356,0.00022036005,0.0000036286885,0.00006587552,0.000009036741,0.00024304754,0.84510773,0.005607476,0.1400399],"study_design_scores_gemma":[0.0016153468,0.00004106273,0.02505437,0.00007188177,0.00008830076,0.00016906437,0.002657156,0.0019022614,0.000015229793,0.95551145,0.0123853665,0.0004885015],"about_ca_topic_score_codex":0.00020112832,"about_ca_topic_score_gemma":0.00003061915,"teacher_disagreement_score":0.27516383,"about_ca_system_score_codex":0.00015301653,"about_ca_system_score_gemma":0.00034207976,"threshold_uncertainty_score":0.8209758},"labels":[],"label_agreement":null},{"id":"W3123250292","doi":"10.1177/0308518x20987233","title":"Automotive regions in transition: Preparing for connected and automated vehicles","year":2021,"lang":"en","type":"article","venue":"Environment and Planning A Economy and Space","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Automotive industry; Intersection (aeronautics); Control reconfiguration; Path (computing); Field (mathematics); Computer science; Industrial organization; Business; Transport engineering; Engineering","score_opus":0.01628751347930826,"score_gpt":0.20717194062389122,"score_spread":0.19088442714458295,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123250292","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9917304,0.0006490498,0.0010547212,0.0030375156,0.000035899935,0.0001584982,0.0000026825473,0.00007344641,0.003257782],"genre_scores_gemma":[0.9988491,0.00005758874,0.00034941905,0.00047127996,0.00009693902,0.00002162425,0.0000677567,0.0000071151826,0.00007918486],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995136,0.00000612644,0.00012154545,0.00021918268,0.000021477059,0.000118035576],"domain_scores_gemma":[0.99982405,0.000045228353,0.000058328333,0.00004897291,0.000014795152,0.000008615456],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000114727845,0.0000960543,0.00012531053,0.00007209557,0.0001569244,0.00013032649,0.000016720383,0.000059156464,0.000014614181],"category_scores_gemma":[0.000016153082,0.00010332671,0.000010816028,0.00007505416,0.00004536617,0.0005050216,0.000024896908,0.000059446902,0.0000015880503],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0007502398,0.00046303682,0.6101218,0.002308187,0.00034806595,0.0001644256,0.009042776,0.015442464,0.0032728424,0.3360556,0.00888895,0.013141639],"study_design_scores_gemma":[0.004226849,0.00005197258,0.5499534,0.00045250743,0.00011684234,0.000038417562,0.006110124,0.30383182,0.00045835224,0.012959791,0.120969854,0.0008300374],"about_ca_topic_score_codex":0.000030341886,"about_ca_topic_score_gemma":0.000012562467,"teacher_disagreement_score":0.32309583,"about_ca_system_score_codex":0.000007994777,"about_ca_system_score_gemma":0.0000059965146,"threshold_uncertainty_score":0.42135412},"labels":[],"label_agreement":null},{"id":"W3123251836","doi":"","title":"Toward a Phylogenetic Reconstruction of Organizational Life","year":2007,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Simon Fraser University","funders":"","keywords":"Organizational studies; Diversity (politics); Organizational learning; Organization development; Management science; Organizational theory; Organizational behavior; Epistemology; Knowledge management; Sociology; Computer science; Psychology; Economics; Social psychology; Management","score_opus":0.01264211929952242,"score_gpt":0.2078647966135084,"score_spread":0.195222677313986,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123251836","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9323414,0.00036483427,0.058773123,0.0009688155,0.00063665415,0.00008079872,3.356002e-7,0.000034928013,0.006799101],"genre_scores_gemma":[0.9979458,0.0001144114,0.00014224653,0.00027412726,0.0014152386,5.243387e-7,0.000008576871,0.0000148453555,0.00008424312],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986637,0.000004554708,0.00034842058,0.0001030303,0.00018952816,0.0006907534],"domain_scores_gemma":[0.9990747,0.00001045862,0.00034573482,0.00006266126,0.00049837277,0.0000080597165],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011482964,0.00009228262,0.000109816734,0.00027994002,0.0001257882,0.000053728658,0.00012342603,0.00006646737,0.00018942369],"category_scores_gemma":[0.00012517713,0.00008616396,0.00003831228,0.00081862445,0.000040884584,0.0005567956,0.000019768459,0.0004321542,0.00003450761],"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":[0.00007783005,0.00005256299,0.04671609,0.000033370838,0.00006665131,0.000001088565,0.0000136891495,0.000075443364,0.0048678536,0.9172987,0.00006970924,0.030727025],"study_design_scores_gemma":[0.0017074479,0.00007945595,0.11587377,0.00006560663,0.00010993796,0.0005138866,0.002540304,0.00061707647,0.0013864292,0.87370116,0.0029602607,0.00044468464],"about_ca_topic_score_codex":0.000043590637,"about_ca_topic_score_gemma":0.000099373276,"teacher_disagreement_score":0.06915768,"about_ca_system_score_codex":0.00010831702,"about_ca_system_score_gemma":0.00052629894,"threshold_uncertainty_score":0.35136643},"labels":[],"label_agreement":null},{"id":"W3123403283","doi":"","title":"Economic Action Does Not Take Place in a Vacuum: Understanding Cisco's Acquisition and Development Strategy","year":2002,"lang":"en","type":"preprint","venue":"eScholarship (California Digital Library)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"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":"Action (physics); Physics","score_opus":0.05729667323722417,"score_gpt":0.23016307762937427,"score_spread":0.1728664043921501,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123403283","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9785096,0.00009748444,0.0007151599,0.0013375496,0.0006456679,0.00062301295,0.0004111109,0.0004054599,0.017254947],"genre_scores_gemma":[0.9954681,0.00004719861,0.0001931027,0.0005817754,0.0007104287,0.0000577391,0.0024620006,0.00009820969,0.0003814743],"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9975479,0.00002230177,0.00083539955,0.0008379657,0.00027597276,0.0004804369],"domain_scores_gemma":[0.9990148,0.000050850715,0.0005600718,0.00029395995,0.00004182251,0.000038511476],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00029066985,0.00057167944,0.00045163833,0.00081462134,0.00024278389,0.0058334162,0.00033737443,0.00051398465,0.0009112117],"category_scores_gemma":[0.000026679056,0.00053144566,0.000078352816,0.00035958603,0.00007981203,0.011228572,0.00066134456,0.0008892422,0.000777003],"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":[0.0027851507,0.0015671903,0.64759654,0.012378791,0.00071725796,0.00034105426,0.0002559383,0.007940805,0.0009987316,0.22995833,0.0078059398,0.08765424],"study_design_scores_gemma":[0.008612737,0.00010065648,0.29262915,0.0052361283,0.00023618063,0.000044779303,0.002772442,0.028409885,0.0044099903,0.40016997,0.24810879,0.009269278],"about_ca_topic_score_codex":0.000031198048,"about_ca_topic_score_gemma":0.000058209946,"teacher_disagreement_score":0.35496742,"about_ca_system_score_codex":0.00031425458,"about_ca_system_score_gemma":0.00015529952,"threshold_uncertainty_score":0.9997137},"labels":[],"label_agreement":null},{"id":"W3123706849","doi":"","title":"Organization Studies 30th Anniversary Special Issue","year":2009,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Alberta","funders":"","keywords":"Yesterday; Political science; Field (mathematics); Organization studies; Library science; History; Management; Computer science; Economics","score_opus":0.011640913845303172,"score_gpt":0.23021247267296346,"score_spread":0.2185715588276603,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123706849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84984225,0.0033682275,0.007979549,0.05058469,0.004554785,0.00044194283,9.5234236e-7,0.00042183272,0.08280578],"genre_scores_gemma":[0.9745904,0.00079025276,0.00002597789,0.0016867939,0.021525793,3.51634e-7,0.000016988593,0.000015177868,0.0013482303],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986143,0.00000683797,0.00021778101,0.00013928911,0.00018588398,0.0008359242],"domain_scores_gemma":[0.99913615,0.000004641718,0.00021245917,0.0000785678,0.0005626303,0.000005531675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005167079,0.00013298925,0.00013966668,0.0002200196,0.00038873174,0.00017843331,0.00015954602,0.000058187852,0.00025557415],"category_scores_gemma":[0.00010146831,0.000118567266,0.00003271073,0.0010035259,0.000026951777,0.0018593804,0.00002311679,0.0005790831,0.00026328454],"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":[0.000061493156,0.00010255362,0.004259517,0.000018814513,0.00011312455,0.000010477681,0.00010662726,0.00011318477,0.00049371587,0.8959754,0.022678258,0.07606682],"study_design_scores_gemma":[0.0015589938,0.00013595635,0.02801536,0.000066332635,0.00014876857,0.0001427375,0.008370109,0.00014704232,0.00014305906,0.82216865,0.13850838,0.00059460226],"about_ca_topic_score_codex":0.000013731025,"about_ca_topic_score_gemma":0.000056481247,"teacher_disagreement_score":0.12474819,"about_ca_system_score_codex":0.000250302,"about_ca_system_score_gemma":0.00024129135,"threshold_uncertainty_score":0.48350328},"labels":[],"label_agreement":null},{"id":"W3123823508","doi":"","title":"Network Effects, Aftermarkets and the Coase Conjecture: A Dynamic Markovian Approach","year":2014,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Business Strategy and Innovation","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":"McGill University","funders":"","keywords":"Markov perfect equilibrium; Coase theorem; Economics; Network effect; Microeconomics; Mathematical economics; Conjecture; Markov chain; Markov process; Dynamic equilibrium; Computer science; Mathematics; Transaction cost; Nash equilibrium; Physics","score_opus":0.01272089604207281,"score_gpt":0.24382093435955737,"score_spread":0.23110003831748457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3123823508","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.604373,0.0012209313,0.00055489235,0.005962658,0.0022144886,0.0050930865,0.000014981998,0.00020924462,0.38035673],"genre_scores_gemma":[0.99511397,0.0011607908,0.00018120017,0.0012643582,0.0011807536,0.00044820283,0.00020659824,0.00006627518,0.0003778372],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99747235,0.00021304,0.0005320893,0.0007954556,0.0002157334,0.0007713355],"domain_scores_gemma":[0.9981503,0.00056054984,0.00034318183,0.00078251195,0.00014116488,0.000022283273],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004532819,0.00038205154,0.00059386535,0.00037083484,0.00035991674,0.00082193426,0.0006049601,0.00044733429,0.000025959624],"category_scores_gemma":[0.00043031073,0.00030266008,0.000103675964,0.0003246708,0.00066581735,0.00030168815,0.0013950613,0.0017535791,0.000009943758],"study_design_candidate":"simulation_or_modeling","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":[0.004061634,0.00040292522,0.031443816,0.011500726,0.00058933947,0.00007602872,0.00021718148,0.056580894,0.000025487077,0.18658005,0.002479235,0.7060427],"study_design_scores_gemma":[0.005561922,0.000026047444,0.087438606,0.00081868656,0.00010179476,0.000019732568,0.0002291326,0.78138316,0.0000016571422,0.08351157,0.039700076,0.0012076056],"about_ca_topic_score_codex":0.00023073328,"about_ca_topic_score_gemma":0.00023265352,"teacher_disagreement_score":0.72480226,"about_ca_system_score_codex":0.00016337664,"about_ca_system_score_gemma":0.00012791716,"threshold_uncertainty_score":0.99994254},"labels":[],"label_agreement":null},{"id":"W3124152171","doi":"10.2189/asqu.53.1.73","title":"Can you have your Cake and Eat it too? Structural Holes' Influence on Status Accumulation and Market Performance in Collaborative Networks","year":2008,"lang":"en","type":"article","venue":"Administrative Science Quarterly","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":248,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Cooperativeness; Business; Industrial organization; Investment (military); Structural equation modeling; Information sharing; Stylized fact; Structural holes; Marketing; Microeconomics; Economics; Social capital; Personality","score_opus":0.03722793309597468,"score_gpt":0.29329934008034936,"score_spread":0.2560714069843747,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124152171","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927307,0.000020616866,0.000041246876,0.0008560825,0.00012213325,0.0003267486,0.000008399172,0.00002672442,0.0058673657],"genre_scores_gemma":[0.99898916,0.000014241716,0.00008192885,0.0006751037,0.000108968285,0.000018636823,0.000019447647,0.0000085752345,0.00008393168],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984222,0.000018694096,0.0003183824,0.0004881781,0.00033039905,0.00042216596],"domain_scores_gemma":[0.9990898,0.000038386283,0.00023801107,0.00015555095,0.00044316403,0.00003511675],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003423245,0.0002320781,0.000190703,0.00030548812,0.00067245075,0.00045129063,0.00015397143,0.000074229036,0.000020921223],"category_scores_gemma":[0.000070616086,0.00020652075,0.000011297862,0.0014767126,0.0010856382,0.003993454,0.000022607719,0.00020380477,0.0000032065445],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00036433694,0.000051741164,0.96278894,0.00006059003,0.000008948128,0.00003501881,0.0047751423,0.0015942316,0.00056740583,0.018249502,0.000114568,0.011389577],"study_design_scores_gemma":[0.0005216728,0.00025851632,0.95083606,0.000053932657,0.0000053381154,0.000009368858,0.0047056195,0.042699438,0.00006426637,0.00041372143,0.0001747984,0.0002572736],"about_ca_topic_score_codex":0.00026796962,"about_ca_topic_score_gemma":0.0006032703,"teacher_disagreement_score":0.041105203,"about_ca_system_score_codex":0.00006285527,"about_ca_system_score_gemma":0.00021283326,"threshold_uncertainty_score":0.8421672},"labels":[],"label_agreement":null},{"id":"W3124727574","doi":"10.5465/amr.35.4.zok604","title":"A Multidimensional Conceptualization of Environmental Velocity","year":2010,"lang":"en","type":"article","venue":"Academy of Management Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":69,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Conceptualization; Homology (biology); Economic geography; Sociology; Computer science; Economics; Biology; Artificial intelligence","score_opus":0.022350427924176627,"score_gpt":0.2545897472216476,"score_spread":0.232239319297471,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124727574","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8422519,0.026558304,0.0025863436,0.015347437,0.0013251165,0.0053052236,0.000035881974,0.00029027555,0.1062995],"genre_scores_gemma":[0.9889433,0.005231847,0.001364987,0.004064563,0.00014445698,0.000022055121,0.00007144683,0.0000133034155,0.00014408387],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99891347,0.000007953835,0.0004919965,0.00018156823,0.00028702343,0.00011798373],"domain_scores_gemma":[0.9993287,0.000012707686,0.000507945,0.00011109174,0.000034019,0.000005537169],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045686314,0.00012549001,0.0002481426,0.00011748253,0.000049022085,0.000007519304,0.00017834413,0.000070523325,0.0013141108],"category_scores_gemma":[0.000027512488,0.000113433176,0.000066640285,0.0004043444,0.00012213907,0.0005689697,0.00013329349,0.00014288364,0.000087287415],"study_design_candidate":"theoretical_or_conceptual","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":[0.000017041484,0.00021351253,0.0036328365,0.008376757,0.00007093822,8.3696204e-7,0.0000069976886,0.000010857187,0.0074916724,0.8695407,0.008354144,0.1022837],"study_design_scores_gemma":[0.00078190543,0.00000807412,0.18830852,0.0017462036,0.000305768,0.0000013015474,0.000037169284,0.0005764623,0.001250778,0.0027125988,0.803943,0.00032824557],"about_ca_topic_score_codex":0.000011103113,"about_ca_topic_score_gemma":6.267332e-7,"teacher_disagreement_score":0.8668281,"about_ca_system_score_codex":0.000005561579,"about_ca_system_score_gemma":0.0000031794611,"threshold_uncertainty_score":0.9995988},"labels":[],"label_agreement":null},{"id":"W3124842617","doi":"","title":"Alliance-Created Interdependence and the Formation of Alliance Clusters","year":2000,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Mount Saint Vincent University","funders":"","keywords":"Alliance; Competition (biology); Cluster (spacecraft); Business; Economic geography; Industrial organization; Economics; Political science; Computer science","score_opus":0.034471683681249005,"score_gpt":0.2809378703429748,"score_spread":0.2464661866617258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124842617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78500086,0.00032217475,0.000050364117,0.0034140365,0.0004194173,0.0014671,0.000011992018,0.00005335682,0.20926073],"genre_scores_gemma":[0.9908811,0.007794976,0.000091820046,0.00031036156,0.00023830488,0.00011432149,0.000084133295,0.000024399125,0.00046057155],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9983792,0.000053323358,0.00063030765,0.00040746652,0.00019686444,0.00033285687],"domain_scores_gemma":[0.9987568,0.00013801418,0.00040033078,0.00045809324,0.00023679515,0.000009938229],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015957208,0.00020589166,0.00036118174,0.00022701452,0.0001410775,0.00030564086,0.00052164035,0.00023698335,0.00009672547],"category_scores_gemma":[0.00017981908,0.00017146471,0.000065611064,0.00028170983,0.0004979691,0.0008539103,0.0005801475,0.00079875824,0.000013337781],"study_design_candidate":"simulation_or_modeling","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":[0.0042868797,0.00028445572,0.0087137865,0.0050255833,0.00021656502,0.00002248962,0.00089262245,0.058063652,0.0002255343,0.04180051,0.0009095355,0.8795584],"study_design_scores_gemma":[0.0065785623,0.000043741253,0.032233145,0.0032042474,0.000073857336,0.000014303614,0.0021694114,0.85206276,0.0003524745,0.043952387,0.058030598,0.0012844962],"about_ca_topic_score_codex":0.00038529816,"about_ca_topic_score_gemma":0.00029768315,"teacher_disagreement_score":0.8782739,"about_ca_system_score_codex":0.00011495026,"about_ca_system_score_gemma":0.00007960866,"threshold_uncertainty_score":0.6992128},"labels":[],"label_agreement":null},{"id":"W3124973946","doi":"10.1287/orsc.1110.0733","title":"Greener Pastures: Outside Options and Strategic Alliance Withdrawal","year":2012,"lang":"en","type":"article","venue":"Organization Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":89,"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 Toronto","funders":"Norges Forskningsråd","keywords":"Alliance; Embeddedness; Matching (statistics); Business; Industrial organization; Work (physics); Quality (philosophy); Marketing; Political science; Sociology","score_opus":0.026244151737848012,"score_gpt":0.23933470227895712,"score_spread":0.2130905505411091,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3124973946","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97214097,0.00008916722,0.004415928,0.0019062314,0.0005780172,0.00013887571,8.6467605e-7,0.0001511502,0.02057878],"genre_scores_gemma":[0.9976205,0.000011057569,0.00052494736,0.0010995957,0.0005529588,0.0000024522142,0.000015489464,0.000011112763,0.00016186592],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992013,0.0000030037593,0.0001361061,0.00018714438,0.00023958311,0.0002328489],"domain_scores_gemma":[0.9991956,0.0000058862256,0.00011022711,0.00012664021,0.00054495333,0.000016708773],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034233902,0.0000909286,0.00006472698,0.00013009494,0.00049764774,0.0004609535,0.0001591969,0.000036143098,0.00020388945],"category_scores_gemma":[0.00010897458,0.00007929121,0.000005499554,0.0031137145,0.00022123975,0.0044530365,0.000077353114,0.00005795417,0.00017952271],"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":[0.0000018640471,0.000039080864,0.24369995,0.00002181197,0.0000019668846,3.4581836e-7,0.00006962887,0.00007879994,0.013979514,0.74139017,0.0002847071,0.00043214558],"study_design_scores_gemma":[0.00025669258,0.0000046922,0.9851113,0.00002458168,0.000018875226,0.000009067107,0.00048448343,0.001663259,0.0014236161,0.0053806836,0.0053057414,0.0003170394],"about_ca_topic_score_codex":0.000042532272,"about_ca_topic_score_gemma":0.000011093322,"teacher_disagreement_score":0.7414113,"about_ca_system_score_codex":0.000017451135,"about_ca_system_score_gemma":0.000046334004,"threshold_uncertainty_score":0.4444985},"labels":[],"label_agreement":null},{"id":"W3125107478","doi":"","title":"Dupont Analysis of an IT-Enabled Competitive Advantage","year":2002,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","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":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Profitability index; Competitor analysis; Competitive advantage; Financial statement; Business; Industrial organization; Marketing; Accounting; Finance","score_opus":0.012737573014632667,"score_gpt":0.22753113629323385,"score_spread":0.2147935632786012,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125107478","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9133998,0.0005487569,0.005845166,0.00217615,0.0002637999,0.0001537961,0.000003134579,0.00006759983,0.077541806],"genre_scores_gemma":[0.99804187,0.0003049203,0.00004058088,0.0005090767,0.00043063643,0.0000022642478,0.000035878,0.00001514932,0.000619621],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9982285,0.00001804281,0.00038451396,0.00017058398,0.00025139272,0.0009469641],"domain_scores_gemma":[0.999013,0.000015073852,0.0004262357,0.00015506613,0.00038067272,0.000009931771],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009073023,0.00014400411,0.00028082877,0.00074893265,0.00019597166,0.00012493627,0.00022797234,0.00006215838,0.0009731299],"category_scores_gemma":[0.000042296004,0.00012734794,0.00012998591,0.002024373,0.00004162404,0.0017749292,0.000028155353,0.00062695914,0.000052635543],"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":[0.000060420753,0.00022583376,0.0054837675,0.000018742485,0.0007745986,0.0000069085377,0.000038654653,0.00054297486,0.0008458294,0.9838917,0.000104916944,0.008005636],"study_design_scores_gemma":[0.00956676,0.0007998735,0.1167862,0.0002572169,0.010082466,0.00026677476,0.0449879,0.34212455,0.0007009695,0.38732398,0.08407571,0.0030275856],"about_ca_topic_score_codex":0.00014425063,"about_ca_topic_score_gemma":0.0016316363,"teacher_disagreement_score":0.59656775,"about_ca_system_score_codex":0.00013551548,"about_ca_system_score_gemma":0.000087772365,"threshold_uncertainty_score":0.9999401},"labels":[],"label_agreement":null},{"id":"W3125222571","doi":"","title":"Competitive Positioning Withing and Across a Strategic Group Structure: The Performance of Core, Secondary, and Solitary Firms","year":2002,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"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 Alberta","funders":"","keywords":"Optimal distinctiveness theory; Industrial organization; Business; Core (optical fiber); Competition (biology); Collusion; Resource (disambiguation); Corporate group; Group (periodic table); Marketing; Psychology; Corporate governance; Biology; Ecology","score_opus":0.012963502909733304,"score_gpt":0.2103479266096541,"score_spread":0.1973844236999208,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125222571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951863,0.0017650126,0.00008575221,0.00047118272,0.00009206592,0.000082882776,0.000002384267,0.000013689378,0.0023007179],"genre_scores_gemma":[0.9986292,0.00064784195,0.000027102282,0.00029824523,0.0003394556,0.0000013476069,0.000010142152,0.000011861009,0.00003476735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988496,0.000009107666,0.0002301248,0.00013067487,0.00013842541,0.0006420861],"domain_scores_gemma":[0.9995133,0.000019159941,0.00025817045,0.00006898621,0.00013340017,0.000006934685],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005391934,0.00012815792,0.00013393517,0.000066270535,0.00063906726,0.00021545566,0.00010927192,0.000051846775,0.00005633919],"category_scores_gemma":[0.000008113027,0.00009147651,0.000021584683,0.00026072827,0.00015030848,0.0012379178,0.000048607857,0.00090335275,0.000001712055],"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":[0.00006051458,0.000024238068,0.013616751,0.00011021079,0.00008226303,0.000002102944,0.00032072142,0.000055603585,0.0014994853,0.97194546,0.000014312069,0.012268316],"study_design_scores_gemma":[0.0042278464,0.0005624107,0.3254905,0.0005101688,0.00017731357,0.0020586776,0.031253897,0.045328286,0.00019270567,0.5883192,0.000931143,0.00094787043],"about_ca_topic_score_codex":0.00012125611,"about_ca_topic_score_gemma":0.00040769906,"teacher_disagreement_score":0.38362628,"about_ca_system_score_codex":0.00004367486,"about_ca_system_score_gemma":0.000048871283,"threshold_uncertainty_score":0.49152535},"labels":[],"label_agreement":null},{"id":"W3125285607","doi":"10.3917/dm.046.0077","title":"Pratiques des filières en grande distribution : une analyse par la théorie des coûts de transaction","year":2007,"lang":"fr","type":"article","venue":"Décisions Marketing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Art","score_opus":0.012735833387779656,"score_gpt":0.2612365141205689,"score_spread":0.24850068073278928,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125285607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76964587,0.0014628214,0.20993876,0.003043319,0.0005461357,0.00028105153,0.000027945518,0.00019358935,0.014860493],"genre_scores_gemma":[0.9941703,0.0006535808,0.0031068884,0.00015976185,0.0008041971,0.000015999392,0.00040151854,0.0000424198,0.0006453133],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99748516,0.00030643315,0.00076196244,0.00041470164,0.00032016472,0.00071159133],"domain_scores_gemma":[0.99734193,0.0011941122,0.00039559253,0.00023467936,0.0007886037,0.00004509257],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.007911554,0.00035390753,0.00030666514,0.0003221879,0.0012742416,0.00062164816,0.00020509181,0.00039514108,0.0004370205],"category_scores_gemma":[0.0026690997,0.0003615055,0.0001556633,0.002665494,0.00040186537,0.0028566641,0.000059227037,0.00046806157,0.00003884277],"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":[0.0014745605,0.0006645674,0.28967243,0.0019636406,0.0002127072,0.00011624441,0.0006832622,0.0008387586,0.005321004,0.027286427,0.0048606396,0.66690576],"study_design_scores_gemma":[0.0007422754,0.000026132862,0.93542665,0.0015376614,0.00034042296,0.000024911862,0.0023896275,0.0070664077,0.0011314431,0.019394271,0.031397644,0.00052253425],"about_ca_topic_score_codex":0.0027925756,"about_ca_topic_score_gemma":0.0022123572,"teacher_disagreement_score":0.6663832,"about_ca_system_score_codex":0.00022023586,"about_ca_system_score_gemma":0.0001106673,"threshold_uncertainty_score":0.9998837},"labels":[],"label_agreement":null},{"id":"W3125498086","doi":"","title":"Keystone Players and Complementors: An Innovation Perspective: Cahier de recherche CIRANO 2020s-61","year":2020,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","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":"HEC Montréal; Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Perspective (graphical); Business; Keystone species; Marketing; Industrial organization; Computer science; Ecology; Biology","score_opus":0.08648833431733341,"score_gpt":0.2929317383059483,"score_spread":0.2064434039886149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125498086","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73009866,0.00014268843,0.1174837,0.06434152,0.000096463176,0.00038800636,0.000009720269,0.00034390303,0.08709535],"genre_scores_gemma":[0.98348695,0.00002861664,0.012528742,0.0028094542,0.00013629733,0.000019605559,0.0002679415,0.00003016053,0.00069222937],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981101,0.0006750769,0.000336899,0.00041503544,0.00021648781,0.00024640255],"domain_scores_gemma":[0.99671143,0.00020800196,0.00028989353,0.00037029563,0.0023874969,0.000032850094],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004060883,0.00017898649,0.00016905776,0.00020088129,0.0004597995,0.0006584075,0.00033000714,0.00015101528,0.00030619517],"category_scores_gemma":[0.0017158817,0.00019518216,0.000031084826,0.0018750329,0.0001725377,0.0012231505,0.00016643805,0.00035112977,0.00003963268],"study_design_candidate":"theoretical_or_conceptual","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":[0.000031777698,0.00016534096,0.005967046,0.000091126065,0.00002615822,0.0000020363073,0.004080533,0.00001680946,0.0207631,0.9522735,0.0016305585,0.014952042],"study_design_scores_gemma":[0.007784122,0.0000066940115,0.24260744,0.0013267357,0.00029061217,0.0000259318,0.015392918,0.242883,0.048273697,0.10606769,0.33231956,0.003021591],"about_ca_topic_score_codex":0.0017635683,"about_ca_topic_score_gemma":0.00050692074,"teacher_disagreement_score":0.8462058,"about_ca_system_score_codex":0.00010848454,"about_ca_system_score_gemma":0.000111665555,"threshold_uncertainty_score":0.79592973},"labels":[],"label_agreement":null},{"id":"W3125885139","doi":"","title":"Negotiation-proof Nash Equilibrium","year":2001,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","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":"McGill University","funders":"","keywords":"Nash equilibrium; Epsilon-equilibrium; Mathematical economics; Negotiation; Best response; Equilibrium selection; Trembling hand perfect equilibrium; Computer science; Solution concept; Futures studies; Sequential equilibrium; Correlated equilibrium; Bargaining problem; Economics; Microeconomics; Game theory; Repeated game; Political science; Artificial intelligence","score_opus":0.012927199823628662,"score_gpt":0.22115994006559433,"score_spread":0.20823274024196567,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3125885139","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90217936,0.00090141606,0.022361968,0.010089415,0.0012221201,0.00020129193,3.5156913e-7,0.00016788731,0.062876165],"genre_scores_gemma":[0.9937431,0.00015971117,0.000022738523,0.0010830103,0.0030639062,0.0000038359913,0.000018139512,0.0000254075,0.0018801541],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978977,0.000008020461,0.00029798303,0.00016404645,0.00024445038,0.0013877966],"domain_scores_gemma":[0.99928755,0.0000094788575,0.00026394185,0.00012869203,0.00030173527,0.0000086269265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009092945,0.00014789903,0.00012838596,0.00024461874,0.0002502177,0.00032212195,0.00023848025,0.00007662259,0.00029752823],"category_scores_gemma":[0.0000671162,0.00013384441,0.00006739188,0.0008421985,0.000027527476,0.0023368497,0.000043027434,0.0008412777,0.0002962673],"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":[0.00007223133,0.00007723689,0.017060097,0.000016698743,0.000057800797,0.000006692404,0.000008959279,0.00024744245,0.0011447326,0.9549193,0.0013064808,0.025082331],"study_design_scores_gemma":[0.0013132461,0.00004992669,0.013909332,0.00003562406,0.00006631204,0.0003241703,0.0005955543,0.0032763712,0.00009806351,0.8786986,0.101165295,0.00046752824],"about_ca_topic_score_codex":0.00010857512,"about_ca_topic_score_gemma":0.00027289594,"teacher_disagreement_score":0.09985881,"about_ca_system_score_codex":0.00019185264,"about_ca_system_score_gemma":0.00038303714,"threshold_uncertainty_score":0.54580164},"labels":[],"label_agreement":null},{"id":"W3126008216","doi":"10.3386/w15869","title":"Recruiting for Ideas: How Firms Exploit the Prior Inventions of New Hires","year":2010,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Social Sciences and Humanities Research Council; University of Toronto","funders":"","keywords":"Exploit; Business; Industrial organization; Computer science; Computer security","score_opus":0.5185051962843465,"score_gpt":0.48600085628224604,"score_spread":0.03250434000210051,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126008216","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04858924,0.0011880983,0.00044212732,0.042988323,0.0044748145,0.005000594,0.00018991593,0.00009673529,0.8970302],"genre_scores_gemma":[0.97099113,0.0002275724,0.0005341483,0.0001049373,0.009236584,0.0003599925,0.0014524175,0.00007628534,0.017016945],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99762386,0.00001922814,0.0007283756,0.0003521644,0.00097622664,0.00030012729],"domain_scores_gemma":[0.99291664,0.00057841494,0.0010639817,0.00030430875,0.0051233405,0.000013339815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051260157,0.00018559792,0.00037270942,0.0009210421,0.00033418642,0.00026993523,0.00061997084,0.00036571678,0.00042294242],"category_scores_gemma":[0.0040186676,0.00015322784,0.00020940608,0.0004904778,0.00023996705,0.00091434683,0.00018868154,0.0006519559,0.000032983535],"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":[0.000054299544,0.000054630513,0.00064672314,0.00090405677,0.00012679146,2.7918207e-7,0.000020421729,0.00009023513,0.00037660394,0.7603721,0.22288468,0.014469146],"study_design_scores_gemma":[0.00050490897,0.000019305095,0.0021138096,0.00032108865,0.000043836048,0.0000026148239,0.00019506757,0.0013778708,0.0002302677,0.6177089,0.37727067,0.00021163732],"about_ca_topic_score_codex":0.0032738657,"about_ca_topic_score_gemma":0.00084034994,"teacher_disagreement_score":0.9224019,"about_ca_system_score_codex":0.00021452241,"about_ca_system_score_gemma":0.0024112377,"threshold_uncertainty_score":0.62484497},"labels":[],"label_agreement":null},{"id":"W3126118961","doi":"10.1177/1476127005055793","title":"Should you bank on your network? Relational and positional embeddedness in the making of financial capital","year":2005,"lang":"en","type":"article","venue":"Strategic Organization","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":42,"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":"Embeddedness; Competition (biology); Business; Context (archaeology); Web syndication; Relational capital; Investment (military); Social capital; Investment banking; Interpersonal ties; Industrial organization; Banking industry; Marketing; Finance; Venture capital; Sociology; Political science","score_opus":0.03889846585882088,"score_gpt":0.24407125194687804,"score_spread":0.20517278608805717,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3126118961","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9820804,0.000032678432,0.00072067697,0.0037358664,0.00019262565,0.00017114126,0.0000034551654,0.000030943844,0.01303224],"genre_scores_gemma":[0.996511,0.0000024211315,0.00012867714,0.0016856436,0.0014072568,0.0000035105277,0.00022725922,0.0000130861545,0.000021146696],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992007,0.000015410085,0.000264374,0.00015990117,0.00022453722,0.00013505608],"domain_scores_gemma":[0.99948746,0.00001804293,0.00017427077,0.00008162897,0.00023634896,0.0000022478894],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003169659,0.00011204682,0.00009602452,0.00012653429,0.00016298809,0.00011385594,0.000089334,0.00009803067,0.00021197462],"category_scores_gemma":[0.000057905778,0.00009298167,0.00001307034,0.0011143554,0.00004235032,0.0008163299,0.000021573805,0.00013794214,0.000021603155],"study_design_candidate":"theoretical_or_conceptual","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":[0.000025970376,0.00007215161,0.023057148,0.000033171513,0.0000035050916,0.0000017776397,0.00015382565,0.009851101,0.00020132474,0.9655378,0.00041852464,0.00064373243],"study_design_scores_gemma":[0.000826361,0.000027479067,0.9342856,0.00011613398,0.000034239307,0.000011570735,0.00073517277,0.013394571,0.000049741284,0.04928428,0.00093929423,0.00029555243],"about_ca_topic_score_codex":0.000021580378,"about_ca_topic_score_gemma":0.00005827677,"teacher_disagreement_score":0.9162535,"about_ca_system_score_codex":0.00002035646,"about_ca_system_score_gemma":0.0000492222,"threshold_uncertainty_score":0.37916824},"labels":[],"label_agreement":null},{"id":"W3127116764","doi":"10.22215/timreview/1413","title":"Global Market Entry for Finnish SME eCommerce Companies","year":2021,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"European Regional Development Fund","keywords":"Business; Channel (broadcasting); Industrial organization; Commerce; Social media; Marketing; Telecommunications; Computer science; World Wide Web","score_opus":0.028661940369918884,"score_gpt":0.27977693158390426,"score_spread":0.2511149912139854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127116764","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.019178819,0.027370019,0.06717793,0.25205332,0.0026117072,0.00522488,0.000053129246,0.0030221208,0.62330806],"genre_scores_gemma":[0.61646986,0.03768899,0.036178567,0.28005135,0.0023002734,0.003209073,0.0066734166,0.00021745691,0.017211003],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827594,0.000009574334,0.00075052236,0.00044373458,0.00019215711,0.00032808862],"domain_scores_gemma":[0.99786645,0.000014123097,0.00047958133,0.0005044872,0.0011315095,0.000003855558],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00057280535,0.00025077735,0.00038568498,0.000491255,0.00023420551,0.0001536622,0.0003667724,0.00015115114,0.000922251],"category_scores_gemma":[0.00019910542,0.0002594941,0.000068262794,0.008926925,0.00008451307,0.00073640636,0.00030449312,0.00012865738,0.00015407502],"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":[0.0000074382942,0.00006935061,0.0034863215,0.0041177087,0.00005894638,0.000007642476,2.3706473e-7,0.0000030843883,0.000011372668,0.69548887,0.22550173,0.07124729],"study_design_scores_gemma":[0.0005587042,0.000006935838,0.0080337,0.0011866501,0.00015747483,0.000007849593,0.000073806325,0.00023112385,0.000021233334,0.052535392,0.9368873,0.0002997829],"about_ca_topic_score_codex":0.00000801507,"about_ca_topic_score_gemma":0.000014799159,"teacher_disagreement_score":0.7113856,"about_ca_system_score_codex":0.00006116274,"about_ca_system_score_gemma":0.000024538525,"threshold_uncertainty_score":0.99999106},"labels":[],"label_agreement":null},{"id":"W3127572386","doi":"10.1002/lob.10428","title":"Message from the President: What Has <scp>COVID</scp>‐19 Taught Us about Science?","year":2021,"lang":"en","type":"article","venue":"Limnology and Oceanography Bulletin","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"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 de Montréal","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Biology; Medicine; Infectious disease (medical specialty); Internal medicine","score_opus":0.01716029728776566,"score_gpt":0.21191128893632918,"score_spread":0.19475099164856352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3127572386","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96003413,0.009448954,0.00016076013,0.01920399,0.0011962011,0.00020621355,0.000009253265,0.00017049682,0.009569982],"genre_scores_gemma":[0.9757587,0.001119107,0.00015140526,0.021497222,0.0008012956,0.000019112325,0.000109019704,0.000021803413,0.0005223846],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982121,0.000043763084,0.00033249563,0.0006264874,0.0002827474,0.00050241523],"domain_scores_gemma":[0.99867517,0.0002631248,0.00024128168,0.00043683866,0.000353813,0.000029768165],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00059120066,0.0002570863,0.00024607638,0.0002882923,0.0015361407,0.0019361455,0.00048102532,0.00021791812,0.0005950129],"category_scores_gemma":[0.0004954206,0.00020055156,0.00009586558,0.0018033651,0.001380833,0.0011351297,0.00035348523,0.00036012,0.00014403563],"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":[0.000055108296,0.00023329498,0.71852326,0.00016961017,0.00017493062,0.00016759228,0.000661366,0.000039783095,0.0017127101,0.14234962,0.13191456,0.0039982004],"study_design_scores_gemma":[0.00051168905,0.000007985263,0.35316297,0.00006615186,0.00007245201,0.00001224766,0.0014180299,0.000050013747,0.00027487907,0.009134578,0.6351726,0.00011638807],"about_ca_topic_score_codex":0.00028968844,"about_ca_topic_score_gemma":0.0001280002,"teacher_disagreement_score":0.50325805,"about_ca_system_score_codex":0.000009582556,"about_ca_system_score_gemma":0.00010417879,"threshold_uncertainty_score":0.9997637},"labels":[],"label_agreement":null},{"id":"W3129026500","doi":"10.69554/vkam5233","title":"Focus on Better Together: How co-branding can create strong synergies within a global company","year":2015,"lang":"en","type":"article","venue":"Journal of brand strategy","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Focus (optics); Business; Co-creation; Process management; Knowledge management; Marketing; Computer science","score_opus":0.04979104957205874,"score_gpt":0.2663217132225083,"score_spread":0.21653066365044957,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3129026500","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96198356,0.000112953305,0.00079493894,0.0056458777,0.00064180396,0.000109931665,0.000007413623,0.000037856436,0.030665673],"genre_scores_gemma":[0.9975137,0.000004893083,0.00008922838,0.00064858916,0.0016155792,0.0000018599214,0.000011012032,0.000018956436,0.00009615993],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984997,0.000029725836,0.0005144152,0.00017000786,0.000491665,0.00029451048],"domain_scores_gemma":[0.9984835,0.000025868667,0.0007811748,0.00013737153,0.00053214806,0.000039983042],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006755728,0.00024396532,0.00040386795,0.00022908956,0.00016318665,0.00084569864,0.00024612626,0.000115931754,0.000052991665],"category_scores_gemma":[0.00006721447,0.00018545231,0.00010901132,0.0004876351,0.00007637096,0.0017046626,0.000024075616,0.0003095397,0.000019356341],"study_design_candidate":"theoretical_or_conceptual","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":[0.009406065,0.0012619614,0.28786895,0.0007765476,0.0014527328,0.0013525846,0.0010712106,0.04728387,0.006498398,0.49212015,0.08479957,0.066107966],"study_design_scores_gemma":[0.06293383,0.0032509551,0.50198483,0.0036528488,0.00177324,0.0012667499,0.029368771,0.022665922,0.009544925,0.30716822,0.050565682,0.005824059],"about_ca_topic_score_codex":0.0002361946,"about_ca_topic_score_gemma":0.00013968626,"teacher_disagreement_score":0.21411586,"about_ca_system_score_codex":0.00008350261,"about_ca_system_score_gemma":0.00013043665,"threshold_uncertainty_score":0.81550914},"labels":[],"label_agreement":null},{"id":"W3131296025","doi":"10.4000/rfsic.10660","title":"Communication &amp; Management","year":2021,"lang":"fr","type":"article","venue":"Revue française des sciences de l’information et de la communication","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Business; Computer science","score_opus":0.037937736817698305,"score_gpt":0.29625173321256804,"score_spread":0.25831399639486974,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3131296025","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.053547017,0.021296255,0.06767271,0.031339325,0.00045229684,0.0005498704,0.00001648876,0.00026577184,0.8248603],"genre_scores_gemma":[0.87980837,0.016193151,0.09432136,0.0056852135,0.00013137021,0.00010229012,0.0010591568,0.000025767702,0.0026733459],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976386,0.0005312701,0.0007760701,0.00022550653,0.00035541074,0.00047315567],"domain_scores_gemma":[0.9967716,0.00033007006,0.000691842,0.001123416,0.0010470892,0.00003597919],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0050906274,0.00026117289,0.00023487596,0.00042266678,0.002071217,0.0023172423,0.0010993973,0.00028897938,0.0007817829],"category_scores_gemma":[0.00051282975,0.00031536614,0.00011006043,0.0027680618,0.0015748678,0.012760215,0.00053418294,0.00051593024,0.0007342871],"study_design_candidate":"theoretical_or_conceptual","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":[0.000017165183,0.00020331387,0.0043567475,0.0015921586,0.00003665583,0.0000031990028,0.0026721526,0.007648538,0.00006735635,0.9340995,0.007988891,0.0413143],"study_design_scores_gemma":[0.00061576575,0.000007455282,0.032577686,0.0015967623,0.00011470893,0.000107068496,0.0015745697,0.036478,0.000054924603,0.053649083,0.8728212,0.00040279134],"about_ca_topic_score_codex":0.0011991953,"about_ca_topic_score_gemma":0.0005488582,"teacher_disagreement_score":0.8804504,"about_ca_system_score_codex":0.00029370253,"about_ca_system_score_gemma":0.00031419212,"threshold_uncertainty_score":0.99992985},"labels":[],"label_agreement":null},{"id":"W3133875389","doi":"","title":"Competition, Competitive Advantage, and Clusters: The Ideas of Michael Porter","year":2012,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Competition (biology); Discipline; Mainstream; Strategic management; Competitive advantage; Sociology; Management; Political science; Economics; Social science; Ecology","score_opus":0.028009037759854614,"score_gpt":0.2835115471041285,"score_spread":0.2555025093442739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3133875389","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6143805,0.0003407712,0.00003329556,0.0028147101,0.0008259036,0.0010746486,0.000037990194,0.000042175943,0.38045],"genre_scores_gemma":[0.99708414,0.0010833144,0.00009821513,0.0004905374,0.0007239686,0.00006810781,0.0001890597,0.000034969307,0.00022769306],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99835986,0.00005139933,0.00057140796,0.0004096274,0.00019563276,0.00041206545],"domain_scores_gemma":[0.99854416,0.00017305334,0.00041455912,0.00046985573,0.00038265207,0.000015708698],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015366897,0.0002324872,0.00037067954,0.00043837528,0.00016568383,0.00020151703,0.0003846122,0.00023113788,0.00016371736],"category_scores_gemma":[0.00012603242,0.00019749356,0.000069980706,0.00021878172,0.00051967363,0.0005759421,0.0010079019,0.0008560492,0.000014715413],"study_design_candidate":"theoretical_or_conceptual","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":[0.0004152577,0.000493678,0.121343955,0.0030329414,0.00027435628,0.000018560972,0.0005394174,0.0013282279,0.0003723395,0.789902,0.000375552,0.08190376],"study_design_scores_gemma":[0.0040283543,0.00007009151,0.6027701,0.0029816052,0.00019149408,0.00003880568,0.021457728,0.027589364,0.0002238806,0.08517174,0.2531008,0.0023760258],"about_ca_topic_score_codex":0.00018816412,"about_ca_topic_score_gemma":0.00027443707,"teacher_disagreement_score":0.7047302,"about_ca_system_score_codex":0.00009115058,"about_ca_system_score_gemma":0.00009065043,"threshold_uncertainty_score":0.80535537},"labels":[],"label_agreement":null},{"id":"W3134804024","doi":"10.22230/cjc.2021v46n1a3983","title":"Advanced Introduction to Platform Economics.","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Communication","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":32,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Economics","score_opus":0.020906715272270653,"score_gpt":0.2147003525736876,"score_spread":0.19379363730141697,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3134804024","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91394377,0.00045950626,0.00089963124,0.06260116,0.001084717,0.00008735109,0.0000013940781,0.000011391619,0.020911073],"genre_scores_gemma":[0.9957939,0.000034195247,0.00118858,0.0018531337,0.0009704186,0.0000014945069,0.0000409061,0.000008475031,0.00010891707],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9995243,0.0000054120524,0.0002668093,0.000060123857,0.000040157684,0.000103227074],"domain_scores_gemma":[0.9986845,0.000008860895,0.00023669835,0.0002588508,0.0007847248,0.000026319372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002546634,0.00005535961,0.00009387449,0.0002819355,0.00016493573,0.00018750169,0.00020768732,0.00003616785,0.00023371284],"category_scores_gemma":[0.00014612734,0.00006083468,0.00002840875,0.00043565533,0.000020334624,0.0015729852,0.000019088,0.00012468116,0.000057503275],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007451362,0.000046221416,0.0046231733,0.00005116733,0.000059094364,0.00001206783,0.00027862997,0.0123154195,0.002572368,0.7219411,0.050098903,0.20792732],"study_design_scores_gemma":[0.00028246338,0.0000076064675,0.018922664,0.000042268515,0.000016373622,0.000028008422,0.0004530847,0.0002559775,0.00061109196,0.010576972,0.9686877,0.00011575788],"about_ca_topic_score_codex":0.00097274245,"about_ca_topic_score_gemma":0.020063503,"teacher_disagreement_score":0.9185888,"about_ca_system_score_codex":0.000092280716,"about_ca_system_score_gemma":0.00029420992,"threshold_uncertainty_score":0.99781775},"labels":[],"label_agreement":null},{"id":"W3135582769","doi":"10.31648/hip.574","title":"Interactive governance. Power and stability","year":2018,"lang":"en","type":"article","venue":"Humanistyka i Przyrodoznawstwo","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Institute on Governance","funders":"","keywords":"Corporate governance; Stability (learning theory); Power (physics); Business; Computer science; Physics; Finance","score_opus":0.025460754174808975,"score_gpt":0.2422068098485826,"score_spread":0.2167460556737736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3135582769","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77161866,0.000067411725,0.00025066797,0.0010117824,0.00073977065,0.00021419805,0.000004994079,0.0001703323,0.22592215],"genre_scores_gemma":[0.9965056,0.0000053670688,0.00010345061,0.0017859616,0.0013083753,0.0000128923375,0.000020740397,0.000024752466,0.00023281477],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988923,0.000009253194,0.00026677476,0.00038129205,0.00019417876,0.00025617678],"domain_scores_gemma":[0.99902576,0.000025537673,0.00023133708,0.0002708196,0.00043628353,0.0000102654785],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028427,0.00019364776,0.0001750891,0.000072647046,0.00036410443,0.00036233294,0.00016410837,0.00007057979,0.0028143579],"category_scores_gemma":[0.00011571416,0.00017995083,0.000036821333,0.0003405379,0.0003175992,0.0020020106,0.00015932172,0.00015608457,0.00068115554],"study_design_candidate":"theoretical_or_conceptual","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":[0.00030014804,0.00020513333,0.02016914,0.00014150798,0.000043580818,0.000011088613,0.0003261995,4.1710612e-7,0.0048217257,0.9535718,0.015556425,0.004852865],"study_design_scores_gemma":[0.00096245925,0.000080680795,0.3669272,0.00008883989,0.00004682489,0.00000985306,0.00046981324,0.00043091358,0.00218958,0.02687683,0.6012625,0.00065447093],"about_ca_topic_score_codex":0.000253209,"about_ca_topic_score_gemma":0.00021508217,"teacher_disagreement_score":0.9266949,"about_ca_system_score_codex":0.00004194628,"about_ca_system_score_gemma":0.00002021852,"threshold_uncertainty_score":0.9980972},"labels":[],"label_agreement":null},{"id":"W3137096798","doi":"","title":"Modeling the Location Choice: Evidence from an Evolutionary Game Based on Regional Input-Output Analysis","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Alberta","funders":"","keywords":"Incentive; Attractiveness; Microeconomics; Economics; Evolutionary game theory; Government (linguistics); Game theory","score_opus":0.026925987307794667,"score_gpt":0.2549088203302913,"score_spread":0.2279828330224966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3137096798","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87134445,0.00068672735,0.11967288,0.0074833957,0.00025363397,0.00016909235,7.344554e-7,0.00005629153,0.0003328289],"genre_scores_gemma":[0.9958677,0.00009941996,0.00004992079,0.0021676123,0.0015444803,0.0000072263024,0.00010646052,0.000018946334,0.00013818139],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9980229,0.000042573065,0.0003414231,0.0003025328,0.00051268796,0.0007778446],"domain_scores_gemma":[0.9987242,0.000074845775,0.00028926015,0.00033261764,0.0005680363,0.000010998645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012991332,0.00017674477,0.00017127785,0.00043778447,0.00033754614,0.00028876917,0.0004033962,0.00009271065,0.00013595707],"category_scores_gemma":[0.00010721413,0.0001313816,0.0001140209,0.0017961424,0.000030176325,0.002346538,0.000027814302,0.0010121964,0.00014900856],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013944798,0.0000902614,0.047955003,0.000012420182,0.00021534301,5.348557e-7,0.00001963451,0.89745104,0.00013887364,0.05084363,0.00009446225,0.0030393517],"study_design_scores_gemma":[0.00031802573,0.00003323663,0.065127894,0.00006982978,0.00021965022,0.0000023336622,0.00022143513,0.9006034,0.0000016403095,0.032821942,0.00041371668,0.0001668561],"about_ca_topic_score_codex":0.0017284603,"about_ca_topic_score_gemma":0.0006898449,"teacher_disagreement_score":0.124523334,"about_ca_system_score_codex":0.0003704928,"about_ca_system_score_gemma":0.00069759955,"threshold_uncertainty_score":0.5357586},"labels":[],"label_agreement":null},{"id":"W3138224606","doi":"10.1108/ijebr-12-2020-0871","title":"The impact of the interaction between an entrepreneurial marketing orientation and coopetition on business performance","year":2021,"lang":"en","type":"article","venue":"International Journal of Entrepreneurial Behaviour & Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":74,"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":"","keywords":"Coopetition; Marketing; Competitor analysis; Business; Market orientation; Structural equation modeling; Entrepreneurial orientation; Market intelligence; Entrepreneurship; Economics; Microeconomics; Game theory","score_opus":0.05484755688956699,"score_gpt":0.36415391201001895,"score_spread":0.30930635512045196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3138224606","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9956491,0.000019015322,0.000018332617,0.0014423003,0.0021103292,0.00012758792,0.0000072415905,0.0000068515083,0.0006192262],"genre_scores_gemma":[0.9966541,0.00007914154,0.000009926809,0.000026160065,0.0031106581,0.000004013887,0.0000427581,0.000013359002,0.00005988407],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9978,0.00022543794,0.00053293,0.00020556818,0.0010444819,0.00019157266],"domain_scores_gemma":[0.9936603,0.0003468365,0.0006529831,0.00021077727,0.0051110587,0.00001805939],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0019941467,0.00012221794,0.00014918839,0.00029360972,0.00032833382,0.00059674896,0.00044786817,0.00006628405,0.00014443354],"category_scores_gemma":[0.0012385077,0.00007686841,0.000102748105,0.00071696885,0.00013611556,0.0015206046,0.00016857682,0.00042992114,0.0000058333167],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.002112429,0.00027253645,0.94555306,0.00002386933,0.00010201833,0.000021425572,0.00008734353,0.0021322349,0.010380136,0.0014947656,0.00045184806,0.03736834],"study_design_scores_gemma":[0.0009686179,0.00006120938,0.99224836,0.00021104047,0.000032844404,0.000034973535,0.00020779252,0.00039351775,0.0050185253,0.0003679861,0.0003755911,0.00007953783],"about_ca_topic_score_codex":0.00031463496,"about_ca_topic_score_gemma":0.000029648603,"teacher_disagreement_score":0.04669531,"about_ca_system_score_codex":0.000108210515,"about_ca_system_score_gemma":0.00018199299,"threshold_uncertainty_score":0.57544637},"labels":[],"label_agreement":null},{"id":"W3139377408","doi":"10.5267/j.msl.2020.9.023","title":"From the adaptation capacity to pioneering behavior in companies in the main cultural tourist destinations: Divergent effects of the dynamism of the environment","year":2021,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universidad Nacional de San Agustin de Arequipa","keywords":"Dynamism; Tourism; Adaptation (eye); Business; Destinations; Competitive advantage; Linkage (software); Marketing; Industrial organization; Tourist destinations; Economic geography; Economics; Geography; Psychology","score_opus":0.01942900440769046,"score_gpt":0.2064521319300938,"score_spread":0.18702312752240333,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3139377408","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98075396,0.000009132256,0.001195665,0.016978791,0.0003158308,0.00056459365,0.000001608542,0.0000047734297,0.0001756306],"genre_scores_gemma":[0.9968324,0.0000021510384,0.00024126148,0.0028020022,0.000037181864,0.00006841338,0.0000036157548,0.0000031182112,0.00000986552],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988713,0.000042639098,0.00022227394,0.00018239631,0.00052909815,0.00015227018],"domain_scores_gemma":[0.9994683,0.000049799324,0.00015094748,0.00029937498,0.000028555427,0.000002997876],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005725719,0.00008816923,0.0000763553,0.00009114325,0.0002709392,0.0001379158,0.00066795835,0.0000133438025,0.000008850397],"category_scores_gemma":[0.00008569211,0.000045079658,0.000034572004,0.0017024112,0.00024012971,0.0004739435,0.0003398467,0.00009747405,0.0000027640629],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019162699,0.00052459474,0.5819362,0.000365199,0.000031325006,0.00002185489,0.008045578,0.18691449,0.13491732,0.08061529,0.0012502294,0.0053587975],"study_design_scores_gemma":[0.00015648709,0.0000018131285,0.99183995,0.000099608624,0.000024981944,1.7958091e-7,0.0025802036,0.0038547737,0.0008127784,0.0003663077,0.00020187507,0.00006106258],"about_ca_topic_score_codex":0.0013215467,"about_ca_topic_score_gemma":0.0003786919,"teacher_disagreement_score":0.40990376,"about_ca_system_score_codex":0.00007967822,"about_ca_system_score_gemma":0.000004641507,"threshold_uncertainty_score":0.20838726},"labels":[],"label_agreement":null},{"id":"W3140515204","doi":"10.1017/9781108912181","title":"The Discrete Mathematical Charms of Paul Erdős: A Simple Introduction","year":2021,"lang":"hu","type":"book","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Concordia University","funders":"","keywords":"De Bruijn sequence; Simple (philosophy); Mathematics; Ramsey theory; Combinatorics; Discrete mathematics; Epistemology; Philosophy","score_opus":0.017557821127143346,"score_gpt":0.23253446460855223,"score_spread":0.21497664348140888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3140515204","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00293422,0.0017373788,0.01672095,0.057243116,0.0051627196,0.0019781173,0.000044048775,0.00028567392,0.91389376],"genre_scores_gemma":[0.17250721,0.0011241902,0.0005045618,0.0017907305,0.034930255,0.00013951046,0.005201559,0.00029562193,0.78350633],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969971,0.000030501269,0.001260023,0.00060094794,0.0006328665,0.00047853478],"domain_scores_gemma":[0.996529,0.00014189207,0.001136446,0.00079334644,0.0013850415,0.000014284498],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00094914594,0.0005214384,0.00069395907,0.00022331595,0.0006465304,0.0008039899,0.00046088043,0.0004104145,0.008151619],"category_scores_gemma":[0.00041632677,0.00034898144,0.00025845252,0.00094694423,0.00040088917,0.001218977,0.0003674437,0.00055959687,0.00065826625],"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":[0.00006674297,0.00009810928,0.00005100421,0.00209199,0.0002043949,0.0000062293684,0.000023107528,0.000016042844,0.00023869758,0.8034624,0.18844216,0.005299136],"study_design_scores_gemma":[0.00044061514,0.000021216178,0.0003974043,0.00040703957,0.00037281713,0.00000923917,0.00078644213,0.002859586,0.00020821128,0.12415319,0.8697691,0.00057515467],"about_ca_topic_score_codex":0.000069132104,"about_ca_topic_score_gemma":0.000043837463,"teacher_disagreement_score":0.6813269,"about_ca_system_score_codex":0.00006507096,"about_ca_system_score_gemma":0.00019436645,"threshold_uncertainty_score":0.9998962},"labels":[],"label_agreement":null},{"id":"W3143723242","doi":"10.7202/1075479ar","title":"Émergence des innovations collaboratives au sein des PME exportatrices françaises et ukrainiennes","year":2021,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Political science","score_opus":0.053405007353447206,"score_gpt":0.29539015503224186,"score_spread":0.24198514767879464,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3143723242","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4979805,0.007992203,0.0178352,0.028676564,0.008448318,0.0005191216,0.00011137709,0.00024303651,0.43819368],"genre_scores_gemma":[0.95848554,0.0021607282,0.0068697166,0.002904399,0.0013759476,0.00011378802,0.0009293311,0.00005132576,0.027109249],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975334,0.000038551356,0.0007544583,0.00060046534,0.00058111304,0.0004920095],"domain_scores_gemma":[0.99646485,0.00005542605,0.00047094133,0.00027466667,0.0027104514,0.000023680286],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00059315277,0.00038164874,0.000254854,0.00069878256,0.00076759193,0.0011571848,0.00047339566,0.00012577565,0.0038057677],"category_scores_gemma":[0.00030439915,0.0004352794,0.00010182371,0.005810655,0.0005218398,0.004928181,0.00043012568,0.00021051023,0.0004914729],"study_design_candidate":"theoretical_or_conceptual","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":[0.00003983458,0.00062072393,0.09382617,0.001126552,0.0005243599,0.00015514664,0.0009301001,0.0007351683,0.00037869244,0.8594295,0.011759267,0.030474534],"study_design_scores_gemma":[0.0008793254,0.000015471564,0.27642682,0.0008840862,0.0001735554,0.000009588289,0.007953441,0.0015122909,0.00050617073,0.020377215,0.6906276,0.0006344473],"about_ca_topic_score_codex":0.0007750512,"about_ca_topic_score_gemma":0.001582712,"teacher_disagreement_score":0.83905226,"about_ca_system_score_codex":0.00018612466,"about_ca_system_score_gemma":0.00016667385,"threshold_uncertainty_score":0.9998797},"labels":[],"label_agreement":null},{"id":"W3144609617","doi":"","title":"Mental Frames and Organizational Decision-making: Facing the Challenges of Change","year":2011,"lang":"en","type":"article","venue":"2011 International Congress, August 30-September 2, 2011, Zurich, Switzerland","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Point (geometry); Process (computing); Frame (networking); Marketing; Business; Mental model; Simple (philosophy); Psychology; Computer science","score_opus":0.05439660136335384,"score_gpt":0.2551751103704009,"score_spread":0.20077850900704708,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3144609617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.73539233,0.003853199,0.0010349798,0.004103784,0.008888731,0.0012088309,0.00009701854,0.0002767122,0.24514438],"genre_scores_gemma":[0.9965613,0.00026387844,0.0003343303,0.00084910635,0.0011251412,0.000042669653,0.00006332634,0.00004993136,0.00071032305],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99816287,0.000022333059,0.000555766,0.0004302288,0.0005526643,0.0002761309],"domain_scores_gemma":[0.9979011,0.00012622916,0.0006022654,0.0002866776,0.0010628973,0.000020828444],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004487875,0.00031537036,0.00028339817,0.00034027683,0.00025024443,0.00018693504,0.00049808586,0.0001713348,0.014121247],"category_scores_gemma":[0.00014839896,0.00023696231,0.00006947028,0.0002101714,0.00022983871,0.0018243516,0.00034187458,0.00021553069,0.00069989444],"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":[0.00052562857,0.0005982218,0.41465533,0.00037314286,0.00062402716,0.000032663942,0.0014324466,0.000010070021,0.00044756243,0.42034003,0.14293581,0.018025042],"study_design_scores_gemma":[0.0021317482,0.000060702838,0.814726,0.0005935118,0.00018243882,0.000055300123,0.0011957336,0.0022842966,0.00046364215,0.046197593,0.13108453,0.0010245006],"about_ca_topic_score_codex":0.0003218633,"about_ca_topic_score_gemma":0.00016861103,"teacher_disagreement_score":0.40007067,"about_ca_system_score_codex":0.000029047476,"about_ca_system_score_gemma":0.000033038046,"threshold_uncertainty_score":0.98678},"labels":[],"label_agreement":null},{"id":"W3145207023","doi":"10.7202/1075483ar","title":"Introduction au dossier spécial","year":2021,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.01805312883352803,"score_gpt":0.23777672328683672,"score_spread":0.2197235944533087,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3145207023","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009643737,0.0010374858,0.0064595332,0.2765245,0.058520604,0.0002415006,0.000015444575,0.00012727322,0.64742994],"genre_scores_gemma":[0.25685874,0.00075577694,0.0037951476,0.010403633,0.15712768,0.0000805119,0.0029988124,0.00010475064,0.5678749],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979977,0.000015962885,0.00047754095,0.0005622209,0.0005525389,0.00039404753],"domain_scores_gemma":[0.9985182,0.000011503007,0.00025847118,0.0002918301,0.00090510387,0.000014862342],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00037256305,0.00025935503,0.0001752286,0.00037669096,0.00026320625,0.0009452296,0.00031838653,0.00013775408,0.028177004],"category_scores_gemma":[0.00009091501,0.00031495438,0.00011764497,0.0012371832,0.00010313174,0.0028690298,0.00041241205,0.00022283378,0.0041432464],"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":[0.00004087691,0.0002919968,0.004789958,0.00033241152,0.0002584865,0.00012629814,0.000016992037,0.00019167818,0.000058430778,0.62274104,0.30789408,0.06325774],"study_design_scores_gemma":[0.0007007403,0.000004245015,0.041889638,0.00012832123,0.00013479049,0.000015516865,0.0002845042,0.0017646244,0.00012159474,0.0075361617,0.94711363,0.00030624098],"about_ca_topic_score_codex":0.00020106358,"about_ca_topic_score_gemma":0.00010165374,"teacher_disagreement_score":0.6392195,"about_ca_system_score_codex":0.00032179695,"about_ca_system_score_gemma":0.0000591814,"threshold_uncertainty_score":0.99993026},"labels":[],"label_agreement":null},{"id":"W3147862767","doi":"10.2307/41410418","title":"Value Cocreation and Wealth Spillover in Open Innovation Alliances1","year":2012,"lang":"en","type":"article","venue":"MIS Quarterly","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":176,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Open innovation; Spillover effect; Value (mathematics); Business; Industrial organization; Value creation; Knowledge spillover; Marketing; Knowledge management; Economics; Microeconomics; Computer science","score_opus":0.032550907900534685,"score_gpt":0.2732236561661632,"score_spread":0.24067274826562848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3147862767","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96265864,0.0000644558,0.00086069823,0.0015446907,0.00031338487,0.00030626636,8.5702794e-7,0.000035316556,0.034215692],"genre_scores_gemma":[0.99713725,0.000002608738,0.00020052456,0.0018001724,0.00054913014,0.000021251088,0.00008553869,0.000011598132,0.00019191527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99923426,0.000008901031,0.00027987245,0.00015467765,0.00011099598,0.00021131529],"domain_scores_gemma":[0.99957186,0.000009387702,0.00017707013,0.00011052057,0.00012532112,0.000005838114],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053287414,0.00010555244,0.00012218843,0.00023095994,0.00008814496,0.0003103522,0.0001169513,0.00006424876,0.0001319714],"category_scores_gemma":[0.000021760017,0.000101562815,0.000007856777,0.0010842356,0.000023062676,0.0044468716,0.000019896655,0.00008147727,0.00011960784],"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":[0.00006221965,0.00014288686,0.277113,0.00014051156,0.000007699413,0.000001024257,0.00035931452,0.000010223308,0.001089677,0.66176903,0.003034424,0.056270007],"study_design_scores_gemma":[0.00090372417,0.00002817762,0.9448712,0.00007049823,0.000010109616,0.0000014240603,0.00052372616,0.0016551907,0.00004513432,0.008389884,0.04327776,0.00022320742],"about_ca_topic_score_codex":0.0014003582,"about_ca_topic_score_gemma":0.000120047334,"teacher_disagreement_score":0.66775817,"about_ca_system_score_codex":0.00002560735,"about_ca_system_score_gemma":0.000014215837,"threshold_uncertainty_score":0.41416115},"labels":[],"label_agreement":null},{"id":"W3148449263","doi":"10.7202/1075480ar","title":"Les PME dans le réseau d’innovation des pôles de compétitivité français : position et structuration des collaborations récurrentes","year":2021,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Agence Nationale de la Recherche","keywords":"Political science; Humanities; Physics; Molecular biology; Chemistry; Biology; Philosophy","score_opus":0.03168311236739756,"score_gpt":0.26737064096579566,"score_spread":0.2356875285983981,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3148449263","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47546634,0.001417182,0.317792,0.03609853,0.003090163,0.00052695,0.00017770444,0.00023550588,0.16519563],"genre_scores_gemma":[0.9781221,0.00034619813,0.0092280675,0.0013447413,0.0008118881,0.000075878015,0.004926662,0.000046096447,0.0050983382],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9978846,0.00007800571,0.00066928525,0.00048296052,0.0005051027,0.00038009966],"domain_scores_gemma":[0.9966591,0.00004830133,0.00040311445,0.00021979288,0.0026519499,0.00001775639],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00053520914,0.00033428386,0.00020720558,0.00065848185,0.000977337,0.0016513653,0.00028804122,0.00015969192,0.0012920577],"category_scores_gemma":[0.00016159644,0.0004133668,0.000086277105,0.0023136178,0.00031230474,0.004809658,0.00023002925,0.00023841429,0.00012732165],"study_design_candidate":"theoretical_or_conceptual","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":[0.000043168304,0.00046118943,0.051874973,0.0007028036,0.000277723,0.000046076766,0.00041046983,0.0027451327,0.005124087,0.8978428,0.003955989,0.03651555],"study_design_scores_gemma":[0.0014235554,0.000021980371,0.7755897,0.0009626045,0.00021920567,0.000031648335,0.0042883903,0.01682096,0.0027285214,0.09919761,0.09810142,0.00061440567],"about_ca_topic_score_codex":0.0029336058,"about_ca_topic_score_gemma":0.0034608147,"teacher_disagreement_score":0.79864526,"about_ca_system_score_codex":0.00044971082,"about_ca_system_score_gemma":0.0001269763,"threshold_uncertainty_score":0.9998318},"labels":[],"label_agreement":null},{"id":"W3152425533","doi":"10.7202/1075481ar","title":"La gestion de la tension paradoxale de la coopétition au sein des communautés de pratique en contexte d’innovation","year":2021,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"COPI; Humanities; Political science; Philosophy; Sociology","score_opus":0.02343999348927212,"score_gpt":0.2839797395393036,"score_spread":0.2605397460500315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3152425533","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48992926,0.000500641,0.2943982,0.021523416,0.0013288215,0.00040415383,0.000021937984,0.00020169315,0.19169189],"genre_scores_gemma":[0.9787578,0.00069421926,0.0072681634,0.0028777344,0.0008612609,0.00008888018,0.001014629,0.000048728252,0.008388563],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9977186,0.00057882007,0.00055546465,0.00036120162,0.0003769924,0.0004089417],"domain_scores_gemma":[0.9980078,0.0004697017,0.00036926992,0.00023540723,0.0008974213,0.00002041937],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.004013787,0.00028838534,0.00019987013,0.00047050128,0.00040888306,0.0010943164,0.00030507895,0.0004438643,0.00063746725],"category_scores_gemma":[0.0007949321,0.0003499663,0.0000789407,0.001082715,0.0003263665,0.0018903005,0.0002830558,0.00058885006,0.00011545179],"study_design_candidate":"theoretical_or_conceptual","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":[0.00011010881,0.00062653876,0.047238693,0.00085192325,0.0002385635,0.00026633902,0.0004129434,0.0035070856,0.0038246985,0.87742895,0.012522275,0.052971903],"study_design_scores_gemma":[0.0016808182,0.000018537152,0.49753073,0.0016468161,0.00019408952,0.00015360407,0.0013004343,0.052859325,0.0009624396,0.07807259,0.36512503,0.0004556108],"about_ca_topic_score_codex":0.00094875676,"about_ca_topic_score_gemma":0.00014580402,"teacher_disagreement_score":0.79935634,"about_ca_system_score_codex":0.0009873183,"about_ca_system_score_gemma":0.0002278405,"threshold_uncertainty_score":0.99994266},"labels":[],"label_agreement":null},{"id":"W3153118118","doi":"10.22230/src.2021v12n1a385","title":"Advanced Introduction to Platform Economics.","year":2021,"lang":"en","type":"article","venue":"Scholarly and Research Communication","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science; World Wide Web; Data science; Economics","score_opus":0.07166147016648523,"score_gpt":0.3213178235393458,"score_spread":0.24965635337286057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3153118118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90576243,0.0005775503,0.0002173115,0.0706199,0.00020376379,0.00023558582,0.0000010462827,0.000060932784,0.02232149],"genre_scores_gemma":[0.99603564,0.0004562677,0.0012371066,0.00086854486,0.0006926643,0.00003563638,0.00013756407,0.000011589851,0.000524976],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99921125,0.00003369989,0.00017575799,0.00022341749,0.00016671298,0.00018918562],"domain_scores_gemma":[0.99778616,0.000041662304,0.000052444815,0.00052423944,0.0015812926,0.000014224927],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016625441,0.000069044625,0.00008354073,0.00028676837,0.0007084601,0.0014904799,0.0002319439,0.000070629125,0.0001093031],"category_scores_gemma":[0.0006845789,0.00007031334,0.000015063511,0.0010106346,0.00006773781,0.00692757,0.00039841808,0.00046306956,0.00020045097],"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":[0.000114525144,0.00010481996,0.0016336396,0.00008453619,0.000017385764,0.0000011557094,0.00012516057,0.00013863598,0.013750174,0.81167936,0.006556672,0.16579391],"study_design_scores_gemma":[0.00053932227,0.000018599347,0.048717614,0.000058580237,0.00000713566,0.0000051616485,0.0013953226,0.0007234285,0.0028546276,0.05985185,0.88561875,0.0002095947],"about_ca_topic_score_codex":0.0001248358,"about_ca_topic_score_gemma":0.00021874749,"teacher_disagreement_score":0.8790621,"about_ca_system_score_codex":0.000043813106,"about_ca_system_score_gemma":0.00004758958,"threshold_uncertainty_score":0.99954605},"labels":[],"label_agreement":null},{"id":"W3157663344","doi":"10.1016/s0958-2118(21)00057-4","title":"Capturing synergies and strengthening strategic geographies through cross-business collaboration","year":2021,"lang":"en","type":"article","venue":"Membrane Technology","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Business; Management; Knowledge management; Engineering; Process management; Engineering management; Computer science; Economics","score_opus":0.017219852258563307,"score_gpt":0.2433224481586361,"score_spread":0.22610259590007278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3157663344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9832556,0.00079174055,0.00018414774,0.0051876456,0.0003882059,0.00010954487,0.0000026280209,0.00057180354,0.009508681],"genre_scores_gemma":[0.99838567,0.00016974447,0.0006071224,0.00031756575,0.00026135784,0.000025996282,0.00008330326,0.000025658626,0.00012356055],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988466,0.0000064111496,0.00032192052,0.00039010396,0.00014390268,0.00029107573],"domain_scores_gemma":[0.9986719,0.000019705965,0.00019817454,0.00025973958,0.00084597635,0.0000045392676],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001245809,0.00021295264,0.00024653366,0.00047911942,0.00037842043,0.00059443334,0.00014932695,0.00025932843,0.00011029321],"category_scores_gemma":[0.00012766002,0.0002121182,0.000023756718,0.004096882,0.00029805422,0.0018304896,0.00016139523,0.00020117174,0.000021925307],"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":[0.0000330782,0.00006607827,0.022176187,0.00050605094,0.000049243852,0.00008021074,0.000052189273,0.0006860417,0.03493416,0.9391161,0.00006918534,0.0022314657],"study_design_scores_gemma":[0.0063544884,0.000064445114,0.13914062,0.0008277362,0.00041993818,0.00033945378,0.026350718,0.0067702103,0.13668935,0.6017327,0.07799858,0.0033117908],"about_ca_topic_score_codex":0.00017927634,"about_ca_topic_score_gemma":0.00025130666,"teacher_disagreement_score":0.33738345,"about_ca_system_score_codex":0.000012049681,"about_ca_system_score_gemma":0.00004674066,"threshold_uncertainty_score":0.8649929},"labels":[],"label_agreement":null},{"id":"W3158266344","doi":"10.5220/0010439304520462","title":"CC-separation Measure Applied in Business Group Decision Making","year":2021,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":14,"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 British Columbia","funders":"Agencia Estatal de Investigación; Fundação de Amparo à Pesquisa do Estado do Rio Grande do Sul; Conselho Nacional de Desenvolvimento Científico e Tecnológico; Ministerio de Ciencia y Tecnología; Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Measure (data warehouse); Separation (statistics); Group decision-making; Group (periodic table); Computer science; Data mining; Machine learning; Psychology; Chemistry","score_opus":0.025080745018519257,"score_gpt":0.25499324469120016,"score_spread":0.2299124996726809,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3158266344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5023113,0.00015303915,0.1293788,0.001787569,0.0010919637,0.0003736161,6.15821e-7,0.00028751433,0.36461562],"genre_scores_gemma":[0.9957998,0.0000065470267,0.0016425782,0.0018001241,0.00053367746,0.00002090989,0.00009153469,0.000018937686,0.000085907974],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988665,0.0000053770887,0.00033993577,0.0003123087,0.00026859206,0.00020730306],"domain_scores_gemma":[0.99915683,0.000025992755,0.00012405221,0.00019543106,0.0004941229,0.0000035875853],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033088258,0.00015022642,0.00016643862,0.00027745386,0.00012694241,0.00037065017,0.00011104076,0.00011561303,0.0003690813],"category_scores_gemma":[0.00011653092,0.00014243147,0.00002588854,0.0027857097,0.000017728378,0.0014750806,0.000083672014,0.0001135253,0.00024586794],"study_design_candidate":"theoretical_or_conceptual","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":[0.00016978785,0.0007322472,0.009645347,0.00018020028,0.000011707067,0.000036743186,0.000019368015,0.00066149054,0.0074368133,0.85918266,0.0031250564,0.1187986],"study_design_scores_gemma":[0.0075598797,0.0000051107327,0.8502812,0.0005878727,0.00005283694,0.000012801401,0.0005635079,0.015078778,0.00085916126,0.058145404,0.06574862,0.0011048572],"about_ca_topic_score_codex":0.00006738203,"about_ca_topic_score_gemma":0.000716899,"teacher_disagreement_score":0.84063584,"about_ca_system_score_codex":0.0000321714,"about_ca_system_score_gemma":0.00003281073,"threshold_uncertainty_score":0.58081865},"labels":[],"label_agreement":null},{"id":"W3159653601","doi":"10.3917/entin.046.0030","title":"Excuber pour innover : une nouvelle voie pour les grandes entreprises ?","year":2021,"lang":"fr","type":"article","venue":"Entreprendre & Innover","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Musée de la Civilisation","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.02094724777509863,"score_gpt":0.22975930465529654,"score_spread":0.2088120568801979,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3159653601","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5564965,0.022867767,0.0062149973,0.14099653,0.011195213,0.0008192709,0.00015930265,0.000642191,0.26060826],"genre_scores_gemma":[0.8004466,0.00057217677,0.0006261433,0.0042679245,0.0050949543,0.000029622837,0.0006315857,0.0001389064,0.18819205],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9956873,0.0000891353,0.0011717041,0.0012624082,0.0007110008,0.0010784408],"domain_scores_gemma":[0.9959394,0.00015305165,0.00072219677,0.00093655236,0.0021998556,0.000048947695],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004278237,0.0008119427,0.00071376294,0.0004540211,0.0005782715,0.0010552041,0.0004624853,0.0005851085,0.052024756],"category_scores_gemma":[0.0005549739,0.0008743827,0.0003200649,0.0043522664,0.00029276693,0.0032295596,0.0006428152,0.0007837961,0.005543595],"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":[0.00019204544,0.001810541,0.14054537,0.0013003517,0.0005340413,0.00047245694,0.00033645012,0.0005101806,0.004768109,0.25909337,0.5137278,0.0767093],"study_design_scores_gemma":[0.0029889282,0.000012731944,0.07640171,0.0007851601,0.00034189835,0.00006708824,0.0016794726,0.00054977083,0.005125467,0.012160152,0.8987023,0.0011852821],"about_ca_topic_score_codex":0.0019998013,"about_ca_topic_score_gemma":0.0004559584,"teacher_disagreement_score":0.38497457,"about_ca_system_score_codex":0.00015589665,"about_ca_system_score_gemma":0.00045078492,"threshold_uncertainty_score":0.9999818},"labels":[],"label_agreement":null},{"id":"W3162902378","doi":"10.24002/kinerja.v24i1.3227","title":"Innovation as Guided Coevolution: The Trend Micro Case (1998 – 2005)","year":2020,"lang":"en","type":"article","venue":"KINERJA","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Assumption University","funders":"","keywords":"Coevolution; Extant taxon; Context (archaeology); Business; Hacker; Industrial organization; Process (computing); Software; Knowledge management; Competitive advantage; Marketing; Computer science; Computer security","score_opus":0.050002675925934596,"score_gpt":0.2548429752230784,"score_spread":0.2048402992971438,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3162902378","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8035623,0.00014755789,0.0016421962,0.100469105,0.0009627245,0.00042434942,0.000008451627,0.00038412362,0.0923992],"genre_scores_gemma":[0.9763291,0.0000033910462,0.0001084422,0.020203875,0.0025304393,0.000015508505,0.00017927635,0.000019384288,0.0006106027],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99905366,0.000007712211,0.0003419953,0.00021887303,0.00016045918,0.00021728895],"domain_scores_gemma":[0.9993773,0.000014607247,0.00022149402,0.00017485958,0.00020432378,0.000007419391],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00022828058,0.00014881181,0.00011676919,0.00013918102,0.00030336296,0.00024083367,0.00016020556,0.000073984804,0.00045576395],"category_scores_gemma":[0.00014286875,0.0001110591,0.000032951368,0.0021482466,0.00005681986,0.00092985074,0.000075623,0.00014762358,0.0009208106],"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":[0.00007771695,0.00006644218,0.0019344667,0.00013607067,0.000039418654,0.00024742822,0.000117322066,0.0003392859,0.012227911,0.33623004,0.6419208,0.0066631036],"study_design_scores_gemma":[0.0006318554,0.000009105126,0.0037202134,0.000016215105,0.000041857696,0.0001317546,0.0002111564,0.005856297,0.000347937,0.0021590695,0.9866377,0.00023680771],"about_ca_topic_score_codex":0.00037817928,"about_ca_topic_score_gemma":0.0000820879,"teacher_disagreement_score":0.34471694,"about_ca_system_score_codex":0.000018928255,"about_ca_system_score_gemma":0.000026834046,"threshold_uncertainty_score":0.99985707},"labels":[],"label_agreement":null},{"id":"W3163173571","doi":"10.1257/pandp.20211051","title":"Arrow Meets Hotelling: Modeling Spatial Innovation","year":2021,"lang":"en","type":"article","venue":"AEA Papers and Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Kellogg's (Canada)","funders":"","keywords":"Competition (biology); Arrow; Industrial organization; Outcome (game theory); Product innovation; Economics; Product (mathematics); Product differentiation; Competition model; New product development; Market structure; Market competition; Business; Marketing; Microeconomics; Computer science; Market economy; Cournot competition; Mathematics","score_opus":0.02504586436930168,"score_gpt":0.21099319104092554,"score_spread":0.18594732667162386,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3163173571","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9141343,0.00012104868,0.00064077973,0.0044749137,0.0002624635,0.000089987065,4.93857e-7,0.000105956344,0.08017002],"genre_scores_gemma":[0.9963996,0.00004621019,0.0002832802,0.002186588,0.00082857086,0.000007664597,0.000050232706,0.000018140032,0.0001797538],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99914294,8.3230566e-7,0.0002443229,0.00027138257,0.0001581507,0.00018236035],"domain_scores_gemma":[0.9991075,0.0000048972206,0.000121603,0.000048947826,0.0007107143,0.0000063489806],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019350201,0.00013656895,0.0001282101,0.00015746185,0.0002377587,0.00041362952,0.00005993106,0.000094632065,0.00012091747],"category_scores_gemma":[0.00008698472,0.00013300104,0.000020978634,0.001079575,0.000025355921,0.0011310736,0.000050805404,0.00011990263,0.000018085128],"study_design_candidate":"theoretical_or_conceptual","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":[0.00007589777,0.0000705688,0.01916887,0.00052691874,0.00003946041,0.000010513448,0.0001641934,0.00026048545,0.11251246,0.8164255,0.0012409784,0.049504127],"study_design_scores_gemma":[0.0033507987,0.00005401884,0.03376425,0.0006215131,0.00025140296,0.00006367266,0.0027827222,0.4854875,0.013933369,0.07488858,0.38258085,0.0022213492],"about_ca_topic_score_codex":0.00012289896,"about_ca_topic_score_gemma":0.000014089329,"teacher_disagreement_score":0.7415369,"about_ca_system_score_codex":0.000008687994,"about_ca_system_score_gemma":0.000020416372,"threshold_uncertainty_score":0.5423625},"labels":[],"label_agreement":null},{"id":"W3166185455","doi":"10.7202/1077346ar","title":"Emergence de dispositifs de GRH partagés entre PME dans des clusters : enseignements à partir de six cas en France","year":2021,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.012523419185524501,"score_gpt":0.24058265883823135,"score_spread":0.22805923965270686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3166185455","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7140468,0.0017673455,0.13468856,0.032735053,0.0056824256,0.00054274633,0.00006665964,0.00016754527,0.11030289],"genre_scores_gemma":[0.95407856,0.0006428187,0.0035983531,0.004166945,0.0012853037,0.000100624355,0.00044738068,0.000050777846,0.03562926],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974362,0.00008375478,0.0005793691,0.00056028645,0.0005203552,0.00082000555],"domain_scores_gemma":[0.99884707,0.00005271806,0.00029049348,0.00029416042,0.00046594488,0.000049608112],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00075408677,0.0003635217,0.00021801073,0.00022843515,0.0005276667,0.00082214724,0.0005772641,0.00015647593,0.005043641],"category_scores_gemma":[0.00013095782,0.00044782035,0.0001437518,0.0007199848,0.0002094215,0.0017353114,0.0004718093,0.00025313877,0.00040357152],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016369062,0.0011040483,0.65777797,0.002012197,0.0011374342,0.00140097,0.0032264173,0.010036399,0.0025713192,0.24300626,0.041270435,0.036292892],"study_design_scores_gemma":[0.0015036471,0.000019591833,0.54861706,0.0010460797,0.0004608773,0.00004743527,0.006015064,0.064084716,0.0019777862,0.010565255,0.36484587,0.00081664027],"about_ca_topic_score_codex":0.0011233913,"about_ca_topic_score_gemma":0.000705565,"teacher_disagreement_score":0.32357544,"about_ca_system_score_codex":0.00046795665,"about_ca_system_score_gemma":0.00009612695,"threshold_uncertainty_score":0.99979734},"labels":[],"label_agreement":null},{"id":"W3167357658","doi":"10.5430/ijba.v12n4p16","title":"The Interplay of Competition and Cooperation in the Innovation Process Between Established Organizations and Startups","year":2021,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coopetition; Axial coding; Grounded theory; Complementarity (molecular biology); Coding (social sciences); Business; Industrial organization; Knowledge management; Marketing; Dynamic capabilities; Exploratory research; Qualitative research; Computer science; Theoretical sampling; Economics; Microeconomics; Sociology; Game theory","score_opus":0.01414765644377155,"score_gpt":0.27250099589012783,"score_spread":0.2583533394463563,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3167357658","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9743038,0.00006653329,0.009471656,0.015078326,0.00040754487,0.000117524636,0.000005001347,0.000006355412,0.00054329453],"genre_scores_gemma":[0.9986961,0.000066102686,0.000103601444,0.0003558792,0.0005609114,0.000004111574,0.00019550839,0.000007729205,0.000010063117],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987052,0.00003088429,0.00071012916,0.00010799106,0.0003689461,0.00007682769],"domain_scores_gemma":[0.99269617,0.00012462796,0.00072895025,0.000077423654,0.0063683367,0.0000045184715],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007285778,0.000096728036,0.00013394674,0.00029122975,0.00014885174,0.0006272181,0.0001821202,0.00005587198,0.000018495692],"category_scores_gemma":[0.00097598066,0.000067314606,0.000012530686,0.0018131393,0.00009808047,0.0020741716,0.00003402841,0.00014277518,7.442867e-7],"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":[0.00034945548,0.00036674473,0.17139092,0.00025248204,0.00011965741,0.00004593588,0.0006854573,0.0008165759,0.009845567,0.7955487,0.0003697911,0.020208756],"study_design_scores_gemma":[0.0016083941,0.0000588633,0.96419144,0.0003804773,0.000084590385,0.00020200227,0.002818806,0.0023569595,0.0031384442,0.020532098,0.004403248,0.0002246914],"about_ca_topic_score_codex":0.000022485121,"about_ca_topic_score_gemma":0.00014779542,"teacher_disagreement_score":0.7928005,"about_ca_system_score_codex":0.000020517899,"about_ca_system_score_gemma":0.00020881525,"threshold_uncertainty_score":0.6048279},"labels":[],"label_agreement":null},{"id":"W3170617244","doi":"10.1142/9789811234286_0002","title":"Communities of Innovation at the Ubisoft Montréal’s Studio","year":2021,"lang":"en","type":"book-chapter","venue":"WORLD SCIENTIFIC eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Studio; Geography; Art; Visual arts; Sociology","score_opus":0.04847392745378384,"score_gpt":0.22414390298841586,"score_spread":0.175669975534632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3170617244","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054372647,0.0004728483,0.000033206856,0.0006922582,0.001968463,0.00034110548,0.000017134327,0.00007309653,0.99096465],"genre_scores_gemma":[0.091534674,0.0000020236646,0.00002312528,0.0007337064,0.00044539166,0.000017473467,0.00065488176,0.000042720636,0.906546],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99812657,0.000010066077,0.00075723464,0.0003080152,0.00058175065,0.0002163516],"domain_scores_gemma":[0.9962451,0.000059113205,0.000973832,0.00083177106,0.0018857273,0.0000044778812],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009974403,0.0002979511,0.0003595557,0.00093179627,0.0010327989,0.00056477194,0.00044595293,0.00012657823,0.0012353223],"category_scores_gemma":[0.000022661763,0.00023527369,0.000095466115,0.00063435355,0.00073286344,0.0002939304,0.00053975143,0.0003791718,0.00019404785],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000155005,0.0000144356045,0.00012704004,0.00019428445,0.00005686232,0.0000034514233,0.00009430499,0.00001653838,0.0004374138,0.91021997,0.08540264,0.0034175906],"study_design_scores_gemma":[0.00017119347,0.0000025584852,0.00024624594,0.0003279616,0.000080224745,0.0000012324933,0.00017601151,0.00005749311,0.0001975331,0.014012101,0.9844724,0.000255024],"about_ca_topic_score_codex":0.00020976938,"about_ca_topic_score_gemma":0.02889879,"teacher_disagreement_score":0.8990698,"about_ca_system_score_codex":0.00006148845,"about_ca_system_score_gemma":0.00008921861,"threshold_uncertainty_score":0.99967766},"labels":[],"label_agreement":null},{"id":"W3173815977","doi":"10.4000/books.pup.30208","title":"La métis de l’entrepreneur","year":2012,"lang":"fr","type":"book-chapter","venue":"Presses universitaires de Provence eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Business","score_opus":0.01739860494873703,"score_gpt":0.2002880472193636,"score_spread":0.1828894422706266,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3173815977","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006283684,0.0037928345,0.0027316872,0.0026448772,0.0006897779,0.0006175613,0.000028046383,0.00029971797,0.9829118],"genre_scores_gemma":[0.9593078,0.00041016005,0.00047773734,0.000533356,0.0010690393,0.0000127030935,0.00008509337,0.0001015854,0.03800252],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977365,0.000044095246,0.00038760845,0.00058127294,0.00032965565,0.0009208629],"domain_scores_gemma":[0.99817497,0.00014551803,0.00064403715,0.0004767232,0.0004934613,0.00006526846],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00044977674,0.0006138159,0.0004158488,0.00042996995,0.00045711538,0.0004501445,0.0007136346,0.0007092269,0.0017191449],"category_scores_gemma":[0.00009819013,0.00072290195,0.00020255227,0.00011320497,0.0005711375,0.0020493886,0.0006582462,0.0007356524,0.0004503048],"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":[0.0001184209,0.0000677373,0.009291271,0.0014421032,0.00016451393,0.0001977711,0.000097725635,0.0000884373,0.001183025,0.83112216,0.0014002108,0.1548266],"study_design_scores_gemma":[0.0006352024,0.00002836497,0.005110005,0.0015123443,0.0008340085,0.000063624364,0.00019273706,0.0007775074,0.00075137574,0.065847374,0.923173,0.0010744398],"about_ca_topic_score_codex":0.00059126556,"about_ca_topic_score_gemma":0.000058872294,"teacher_disagreement_score":0.95302415,"about_ca_system_score_codex":0.00025894368,"about_ca_system_score_gemma":0.00024743503,"threshold_uncertainty_score":0.9995222},"labels":[],"label_agreement":null},{"id":"W3175146325","doi":"10.2139/ssrn.3458617","title":"Firms, Markets and Crowds: Information and Economic Organizing in the Digital Economy","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Crowds; Digital economy; Business; Industrial organization; Market economy; Economics; Computer science; World Wide Web; Computer security","score_opus":0.004173878347716442,"score_gpt":0.17326742962875763,"score_spread":0.1690935512810412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3175146325","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9825508,0.00019559721,0.00013692868,0.0016839907,0.00008402564,0.00010534425,3.2870267e-7,0.000009496411,0.015233466],"genre_scores_gemma":[0.9989498,0.00017669369,0.0000029005596,0.0005813397,0.00021064597,0.000001519761,0.000010388098,0.0000056653266,0.000061048464],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99925363,0.0000043488863,0.00020171094,0.00007166776,0.000042212538,0.00042644778],"domain_scores_gemma":[0.9997402,0.000016865632,0.00015173166,0.000056249643,0.00003169418,0.0000033016318],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00076731486,0.00008102928,0.00007765971,0.00014911771,0.00010477943,0.0011874883,0.00009394029,0.00003748735,0.000029841529],"category_scores_gemma":[0.000017302898,0.00006165624,0.000011800989,0.00012466041,0.00001761261,0.007226093,0.000031554817,0.00039620357,0.00007235463],"study_design_candidate":"theoretical_or_conceptual","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":[0.000047046127,0.000011936321,0.16283461,0.00004924813,0.000023486635,5.391853e-7,0.00007833716,0.000026950667,0.000013697721,0.79622763,0.00017116638,0.040515333],"study_design_scores_gemma":[0.002824074,0.00006148916,0.42548966,0.00007325289,0.000032725693,0.00040648048,0.00915574,0.0050046863,0.0000071962236,0.4083279,0.14807422,0.0005425679],"about_ca_topic_score_codex":0.00006035839,"about_ca_topic_score_gemma":0.00011961436,"teacher_disagreement_score":0.38789976,"about_ca_system_score_codex":0.00009071352,"about_ca_system_score_gemma":0.00013963261,"threshold_uncertainty_score":0.9998494},"labels":[],"label_agreement":null},{"id":"W3178641613","doi":"","title":"LibGuides: Managerial Decision Making: Vancouver Referencing Style","year":2015,"lang":"en","type":"libguides","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Style (visual arts); Computer science; Business; Art; Visual arts","score_opus":0.04223379098136204,"score_gpt":0.2682314307182718,"score_spread":0.22599763973690978,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178641613","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015434092,0.00026776627,0.004449333,0.0003909212,0.0189511,0.00056303147,0.000017380904,0.0008332646,0.9729838],"genre_scores_gemma":[0.47810602,0.00036563445,0.025687248,0.036151648,0.13563773,0.0002880679,0.0058759577,0.001441583,0.3164461],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99664384,0.000013240533,0.0010146368,0.0008121876,0.0009410751,0.0005750383],"domain_scores_gemma":[0.99688476,0.0000788333,0.00094049063,0.0007081513,0.0013702643,0.000017496812],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00088643597,0.0006678964,0.0007017625,0.0010236569,0.00028559312,0.0011750931,0.0007628322,0.00077900465,0.0039114407],"category_scores_gemma":[0.0005910482,0.0005747524,0.00015738598,0.0013921189,0.00006862519,0.0028707625,0.00058638013,0.00057766866,0.001473248],"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":[0.00012500094,0.00004284088,0.000051175994,0.0004190521,0.00004458808,0.000036155307,0.000008795513,0.00006765139,0.0000073704255,0.01908657,0.95188826,0.028222539],"study_design_scores_gemma":[0.0006217642,0.000011532616,0.00019645708,0.0007773081,0.00011951621,0.000002377144,0.00021032414,0.0011427994,0.0000041310714,0.024334319,0.97181565,0.000763851],"about_ca_topic_score_codex":0.0009050482,"about_ca_topic_score_gemma":0.0019672392,"teacher_disagreement_score":0.6565377,"about_ca_system_score_codex":0.0001555502,"about_ca_system_score_gemma":0.00023430648,"threshold_uncertainty_score":0.9998618},"labels":[],"label_agreement":null},{"id":"W3178899666","doi":"","title":"Resource ambidexterity through alliance portfolios and firm performance","year":2017,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"York University","funders":"","keywords":"Ambidexterity; Alliance; Portfolio; Business; Resource (disambiguation); Industrial organization; Balance (ability); Revenue; Scope (computer science); Product (mathematics); Marketing; Knowledge management; Finance; Computer science","score_opus":0.02187161221212219,"score_gpt":0.2251241177771871,"score_spread":0.2032525055650649,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3178899666","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76460737,0.00020210806,0.0033760897,0.014329007,0.000107224645,0.00015787047,0.0000022929896,0.00012351749,0.21709453],"genre_scores_gemma":[0.99312776,0.00020283509,0.0025035038,0.000599232,0.000079474376,0.000014563599,0.000055467543,0.000018811805,0.0033983425],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989209,0.00009528178,0.00024245918,0.0003356207,0.00018650897,0.00021919704],"domain_scores_gemma":[0.99761885,0.00006965007,0.00043905704,0.0010138254,0.0008441634,0.000014450339],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016539276,0.00015229195,0.00014989446,0.000040443203,0.0011745008,0.0010073516,0.0005810839,0.000084084524,0.00011079626],"category_scores_gemma":[0.0005360654,0.00015546381,0.00003588461,0.00020547738,0.00025015086,0.0020312364,0.00038271875,0.00016588953,0.000062654864],"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":[0.000048756643,0.00034325232,0.17667699,0.00044693355,0.000036773286,0.000008095993,0.0008353082,0.000012640203,0.0035777588,0.6831767,0.0070177442,0.12781908],"study_design_scores_gemma":[0.00067913847,2.1647405e-7,0.6531744,0.00071198033,0.000024627989,0.0000065345903,0.00006929169,0.01080244,0.0057374667,0.0051619112,0.32324067,0.00039133476],"about_ca_topic_score_codex":0.0009756816,"about_ca_topic_score_gemma":0.00034455542,"teacher_disagreement_score":0.67801476,"about_ca_system_score_codex":0.00001435045,"about_ca_system_score_gemma":0.000023175859,"threshold_uncertainty_score":0.97139144},"labels":[],"label_agreement":null},{"id":"W3182372903","doi":"10.1016/j.jbusres.2021.06.046","title":"Coopetition and family-owned wine producers","year":2021,"lang":"en","type":"article","venue":"Journal of Business Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":49,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"Loughborough University","keywords":"Coopetition; Business; Industrial organization; Moderation; Marketing; Competition (biology); Product (mathematics); Linkage (software); Microeconomics; Economics; Game theory; Computer science","score_opus":0.09013851132874853,"score_gpt":0.32042902816279634,"score_spread":0.2302905168340478,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3182372903","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9611503,0.00084071193,0.00084764586,0.023149109,0.0007445414,0.00014572771,0.0000011154253,0.000021923726,0.0130989235],"genre_scores_gemma":[0.99515915,0.00027736038,0.00030126385,0.0005183658,0.0032405057,0.0000035386963,0.000017969709,0.00002158705,0.0004602484],"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","domain_scores_codex":[0.99835104,0.000039497158,0.00042447186,0.0001915769,0.00071671256,0.00027672233],"domain_scores_gemma":[0.99045974,0.00005593785,0.00023629889,0.00016572363,0.009065586,0.00001670453],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0017666664,0.000112463575,0.00023954286,0.0006712602,0.00025816454,0.0005198165,0.00016472705,0.000081119426,0.00017202047],"category_scores_gemma":[0.0011093203,0.00009360543,0.000035641366,0.0035248864,0.00014472443,0.0022287397,0.00014509071,0.0003973624,0.000036369005],"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":[0.0019429874,0.0016426861,0.05261103,0.00412679,0.00033054227,0.001995373,0.00018188215,0.0015095116,0.5549049,0.11066251,0.15468282,0.11540902],"study_design_scores_gemma":[0.0021839684,0.000044336713,0.71964693,0.00064496585,0.000055852608,0.00024144989,0.0008930096,0.0010150005,0.0027614152,0.009217495,0.26294693,0.00034860903],"about_ca_topic_score_codex":0.000077748744,"about_ca_topic_score_gemma":0.00001051011,"teacher_disagreement_score":0.66703594,"about_ca_system_score_codex":0.0000390826,"about_ca_system_score_gemma":0.00026004855,"threshold_uncertainty_score":0.5012602},"labels":[],"label_agreement":null},{"id":"W3185472607","doi":"10.4000/communicationorganisation.9723","title":"20 ans des approches de la communication constitutive des organisations : émergence et innovations","year":2021,"lang":"fr","type":"article","venue":"Communication et organisation","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":12,"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; Université de Sherbrooke","funders":"","keywords":"Sociology; Political science","score_opus":0.04449132108768246,"score_gpt":0.2931078427561449,"score_spread":0.24861652166846243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3185472607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32971895,0.02180543,0.24655098,0.079874575,0.00063754764,0.0011567606,0.00011415415,0.00081056886,0.31933105],"genre_scores_gemma":[0.9517662,0.006602181,0.033015177,0.0031345107,0.00012589047,0.000097393175,0.003490741,0.00007719606,0.0016907214],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9969474,0.0010153943,0.0008775207,0.00043131705,0.00032271427,0.00040564945],"domain_scores_gemma":[0.9935635,0.00072739477,0.0007725149,0.001344774,0.0035543586,0.000037510414],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026441854,0.00038641447,0.00030749166,0.0003580073,0.0021980829,0.0012591216,0.00071176555,0.0004319004,0.0019163217],"category_scores_gemma":[0.0025647152,0.000494526,0.00008210717,0.004101195,0.002307199,0.006229694,0.0005202338,0.0008066843,0.0003280954],"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":[0.00001527996,0.00067748036,0.029383138,0.00040216456,0.00009697887,0.0000022882766,0.009979951,0.00091386883,0.014374191,0.9350508,0.0028661347,0.006237766],"study_design_scores_gemma":[0.0015142977,0.000023346947,0.23127645,0.0014894082,0.00045684044,0.00010019957,0.023491697,0.0054073175,0.008834048,0.5621783,0.16402465,0.0012033994],"about_ca_topic_score_codex":0.0013496239,"about_ca_topic_score_gemma":0.0020341305,"teacher_disagreement_score":0.62204725,"about_ca_system_score_codex":0.00053284335,"about_ca_system_score_gemma":0.0012439018,"threshold_uncertainty_score":0.9997777},"labels":[],"label_agreement":null},{"id":"W3187174252","doi":"10.4018/978-1-7998-7422-5.ch005","title":"Knowledge Management in Emergent Amateur Organizational Cultures","year":2021,"lang":"en","type":"book-chapter","venue":"Advances in knowledge acquisition, transfer, and management book series/Advances in knowledge acquisition, transfer and management book series","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Sheridan College","funders":"","keywords":"Amateur; Knowledge management; Tacit knowledge; Context (archaeology); Graduation (instrument); Organizational learning; Work (physics); Engineering; Computer science; Political science; Geography","score_opus":0.008387496419887275,"score_gpt":0.23799733483884455,"score_spread":0.22960983841895727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3187174252","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003117171,0.25757012,0.0029513824,0.0006820262,0.002056105,0.003830909,0.00009829882,0.00040169826,0.73209774],"genre_scores_gemma":[0.019657927,0.82280695,0.00059192214,0.0018126877,0.0011523606,0.0014663541,0.0024373136,0.00039866185,0.14967579],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.991473,0.00013849819,0.0029113744,0.0030239953,0.0008342038,0.0016189244],"domain_scores_gemma":[0.9976192,0.00008859815,0.00028218373,0.0010322008,0.0008294861,0.00014830958],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0009332637,0.0023496933,0.0020059543,0.0032768627,0.0009337882,0.000704979,0.0009980486,0.00071833434,0.0019194501],"category_scores_gemma":[0.0000074593404,0.0025951061,0.0003437375,0.0021321902,0.0009986731,0.0169544,0.0007220219,0.0008466725,0.00017951288],"study_design_candidate":"theoretical_or_conceptual","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":[0.00087131554,0.0010726406,0.00057825126,0.01878732,0.00044438924,0.000432769,0.00115441,0.0002901864,0.000024283934,0.9587534,0.001972495,0.015618508],"study_design_scores_gemma":[0.005751954,0.0001653954,0.0028462722,0.005081664,0.00073970354,0.000034430308,0.0024502282,0.00008178011,0.000095765194,0.04675902,0.9331788,0.0028149763],"about_ca_topic_score_codex":0.000017190088,"about_ca_topic_score_gemma":0.0034170118,"teacher_disagreement_score":0.9312063,"about_ca_system_score_codex":0.00049515086,"about_ca_system_score_gemma":0.00008266686,"threshold_uncertainty_score":0.9989929},"labels":[],"label_agreement":null},{"id":"W3190475878","doi":"","title":"Un modèle de ‘fit’ cognitif en contexte de commerce électronique au détail (A Cognitive Fit Model in an Online Shopping Context)","year":2005,"lang":"fr","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"HEC Montréal; Brock University","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.047785553608251714,"score_gpt":0.2789971498965302,"score_spread":0.23121159628827848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3190475878","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8544081,0.008654883,0.114249535,0.020596262,0.00019832347,0.00047673707,0.000028980334,0.00008592111,0.0013012831],"genre_scores_gemma":[0.9842147,0.0032591622,0.0004594857,0.00697163,0.0026992683,0.000028944238,0.00013883,0.00011809043,0.002109853],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99314505,0.00030678837,0.0010206609,0.000536457,0.00036711822,0.004623947],"domain_scores_gemma":[0.99786544,0.0001770339,0.0006689631,0.00018930993,0.0010092314,0.00008999793],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004285264,0.00060553435,0.00060398557,0.0005434248,0.00073897035,0.0005572494,0.00055186334,0.00052818435,0.00020558026],"category_scores_gemma":[0.00035798573,0.000689501,0.00018739626,0.00095320784,0.00023187998,0.004870702,0.00011997145,0.0049462137,0.00007392659],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0011587895,0.0023639828,0.024837298,0.00023794013,0.00047802884,0.00004944779,0.0011287832,0.03283302,0.0017644193,0.50394356,0.00018811908,0.4310166],"study_design_scores_gemma":[0.0074372613,0.0003215009,0.012932576,0.0014884939,0.0005177127,0.0005752227,0.010459115,0.81958634,0.0002904987,0.1392325,0.0057481765,0.0014105723],"about_ca_topic_score_codex":0.0019126075,"about_ca_topic_score_gemma":0.045069937,"teacher_disagreement_score":0.78675336,"about_ca_system_score_codex":0.0039348723,"about_ca_system_score_gemma":0.005172685,"threshold_uncertainty_score":0.99988884},"labels":[],"label_agreement":null},{"id":"W3193831009","doi":"","title":"La bataille du Grand Nord a commencé","year":2008,"lang":"fr","type":"book","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"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":"Humanities; Art; Political science","score_opus":0.027007351654024632,"score_gpt":0.21445298645899175,"score_spread":0.18744563480496712,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193831009","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0023746395,0.0007458833,0.0012979696,0.008642072,0.0017100982,0.0004592527,0.000012520426,0.00021833832,0.9845392],"genre_scores_gemma":[0.17217141,0.0018419747,0.00048172445,0.010051703,0.0066254577,0.00006440624,0.0019642576,0.0001939254,0.80660516],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99776417,0.00003526401,0.00072893855,0.0005664833,0.00039560397,0.0005095565],"domain_scores_gemma":[0.9980022,0.00015001309,0.0005479678,0.00042625083,0.0008529181,0.000020651023],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00048398046,0.000660015,0.00061925245,0.00048140518,0.0007381901,0.0005734048,0.00046251997,0.0007959904,0.0054675913],"category_scores_gemma":[0.000114416594,0.00062825024,0.00019911752,0.00083143625,0.00051025493,0.0024624097,0.0002923255,0.000707748,0.003953734],"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":[0.00004865205,0.0001769027,0.0069795,0.00095590285,0.00009124762,0.00011959856,0.000022245058,0.000017425662,0.000007023364,0.4871692,0.49443722,0.009975095],"study_design_scores_gemma":[0.0010780934,0.000014709036,0.0072622662,0.00043985157,0.00014297695,0.00004789345,0.000043016153,0.00070135604,0.0000038095448,0.0030499988,0.9864626,0.000753445],"about_ca_topic_score_codex":0.0007520824,"about_ca_topic_score_gemma":0.00031137138,"teacher_disagreement_score":0.49202538,"about_ca_system_score_codex":0.000104128645,"about_ca_system_score_gemma":0.00021122013,"threshold_uncertainty_score":0.99961686},"labels":[],"label_agreement":null},{"id":"W3193851800","doi":"","title":"L'identification des risques dans les projets d'innovation des PME : l'influence du profil des évaluateurs sur l'efficacité du processus","year":2011,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Institut National de la Recherche Scientifique","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.034388949977501915,"score_gpt":0.2289402426708171,"score_spread":0.1945512926933152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3193851800","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8549324,0.0010487777,0.09313315,0.003788278,0.00042275677,0.0015114353,0.000031863678,0.0005965275,0.04453476],"genre_scores_gemma":[0.9781538,0.001442355,0.010946392,0.00011101722,0.00020108091,0.00049019104,0.0013697685,0.00014752602,0.0071378727],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99307036,0.0017556467,0.0019073283,0.001569228,0.0008214103,0.0008760005],"domain_scores_gemma":[0.9682514,0.0004492798,0.0024545752,0.0017047047,0.027068632,0.00007138553],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.010301226,0.00092861516,0.00067459757,0.0009007341,0.0026691714,0.0023538393,0.0018604017,0.00067544833,0.00031943966],"category_scores_gemma":[0.007259495,0.0010056522,0.0002260087,0.004084248,0.0022441207,0.004390289,0.0011229875,0.0008485526,0.00025100392],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012133702,0.0022169873,0.30265573,0.0053633894,0.00021307149,0.000012114655,0.013925074,0.0007254182,0.025041822,0.44365415,0.00052059174,0.2055503],"study_design_scores_gemma":[0.0011057066,0.000002063465,0.8138481,0.00801439,0.00038712219,0.00003096228,0.0009457372,0.024784973,0.07689492,0.063710675,0.008727048,0.00154834],"about_ca_topic_score_codex":0.011872337,"about_ca_topic_score_gemma":0.0070940047,"teacher_disagreement_score":0.5111923,"about_ca_system_score_codex":0.00041380918,"about_ca_system_score_gemma":0.0004940841,"threshold_uncertainty_score":0.9992394},"labels":[],"label_agreement":null},{"id":"W3195716255","doi":"","title":"Economie collaborative et cooperative: freins et leviers des cooperatives de plateforme au Québec","year":2018,"lang":"fr","type":"preprint","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Art","score_opus":0.018698546701306343,"score_gpt":0.2516158594405622,"score_spread":0.23291731273925587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3195716255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.66321135,0.0063561834,0.22803451,0.061336093,0.001518691,0.0040771645,0.00047338763,0.0011948019,0.03379783],"genre_scores_gemma":[0.94381666,0.0022435705,0.025787786,0.017230146,0.0015934383,0.0016694587,0.0011089708,0.00031280358,0.0062371427],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9942226,0.000449944,0.0016293692,0.0014817788,0.00044420347,0.0017721284],"domain_scores_gemma":[0.9938525,0.00026264114,0.0015639229,0.0011741114,0.0029560959,0.00019076234],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0030417342,0.0015795217,0.0014468691,0.0010464941,0.0018814997,0.0027448684,0.0012170703,0.0012700283,0.0008990799],"category_scores_gemma":[0.001227437,0.001613323,0.00034255296,0.0022394462,0.0015053811,0.0058743013,0.0012204887,0.0019687032,0.0004203715],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00068236835,0.0011599961,0.19576043,0.0013275807,0.00093606446,0.00011051097,0.0041693817,0.049286045,0.0029961367,0.71717876,0.017266827,0.009125885],"study_design_scores_gemma":[0.0038439229,0.0005788519,0.47138545,0.0037477,0.0007236703,0.00015024898,0.004461927,0.17214738,0.006528623,0.018776221,0.31241876,0.0052372557],"about_ca_topic_score_codex":0.41029716,"about_ca_topic_score_gemma":0.61478823,"teacher_disagreement_score":0.6984025,"about_ca_system_score_codex":0.0044577746,"about_ca_system_score_gemma":0.01000639,"threshold_uncertainty_score":0.9996953},"labels":[],"label_agreement":null},{"id":"W3198214991","doi":"10.3917/dm.101.0135","title":"10.3917/dm.101.0135","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"International marketing; Marketing; Political science; Business","score_opus":0.010292478742884902,"score_gpt":0.1740473550120772,"score_spread":0.16375487626919227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3198214991","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0073978556,0.0000130779845,0.0000037861525,0.0014029497,0.000010994026,0.00014444938,0.0000013571552,0.00020818453,0.99081737],"genre_scores_gemma":[0.017384721,1.5335054e-7,0.00003278938,0.0009389297,0.00087607064,0.000014742762,0.00005514084,0.000023473285,0.98067397],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992465,0.0000034773823,0.0001832867,0.00019638274,0.00014570609,0.00022469668],"domain_scores_gemma":[0.99959713,0.00001087626,0.00005243491,0.00019090807,0.00013892115,0.000009732468],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012762124,0.00013325881,0.000121676196,0.00014767029,0.00013263294,0.00020618763,0.00016999719,0.00006026965,0.9852485],"category_scores_gemma":[0.000033723725,0.00012895535,0.00003276137,0.000786689,0.000021429943,0.00090345234,0.000037843107,0.00007464588,0.97705966],"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":[0.000096346776,0.00007072605,0.000008998498,0.000038424805,0.000012996583,0.0000057227967,0.0000025471513,0.00027123914,0.00016605754,0.00054847915,0.35180295,0.6469755],"study_design_scores_gemma":[0.00018954082,0.00000875609,0.0010331183,0.000018782157,0.00001392491,0.0000011099257,0.0000010649792,0.00091883726,0.0000178024,0.00010930513,0.997507,0.00018079703],"about_ca_topic_score_codex":0.00008800196,"about_ca_topic_score_gemma":3.356998e-7,"teacher_disagreement_score":0.6467947,"about_ca_system_score_codex":0.000011859901,"about_ca_system_score_gemma":0.0000105628105,"threshold_uncertainty_score":0.5258646},"labels":[],"label_agreement":null},{"id":"W3200352048","doi":"10.33423/jabe.v23i1.4051","title":"Capitalizing on Complexity in Modern Business Environments: A Network-Based Perspective for Projects and Organizations","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Adaptation (eye); Knowledge management; Business ecosystem; Context (archaeology); Business transformation; Organizational architecture; Perspective (graphical); Ideation; Process management; Computer science; Strategic planning; Information flow; Business; Complex system; Business process; Business architecture; Marketing","score_opus":0.03158885242032392,"score_gpt":0.2143128513180825,"score_spread":0.1827239988977586,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3200352048","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98483086,0.0001320172,0.0107946405,0.0022049372,0.00023142202,0.00025249406,0.000004861147,0.000009262364,0.0015395151],"genre_scores_gemma":[0.9963563,0.00011734359,0.0016126051,0.0011899681,0.000639837,0.000010576377,0.000037980844,0.000027386712,0.000007967046],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99914527,0.0000033408942,0.0003897396,0.0002202438,0.00005918643,0.00018223657],"domain_scores_gemma":[0.99890774,0.000036090823,0.00042832983,0.00009170999,0.0005242148,0.000011881907],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00022490854,0.00016153314,0.00030496274,0.00020823459,0.00017406294,0.0002560301,0.00006973129,0.00008054689,0.000011867418],"category_scores_gemma":[0.000063958345,0.00015899181,0.00002079838,0.00064949854,0.00007285971,0.0006835182,0.00004916736,0.00009714995,0.0000010147685],"study_design_candidate":"theoretical_or_conceptual","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":[0.0008923303,0.0005427786,0.014115751,0.00053960626,0.0001005655,0.000017319424,0.0003274315,0.26940912,0.0010708529,0.7077646,0.0003325472,0.004887046],"study_design_scores_gemma":[0.012023042,0.000058895588,0.53753096,0.00055702444,0.00028749908,0.00005325159,0.0064377063,0.17647241,0.00039457658,0.2539604,0.010875304,0.001348913],"about_ca_topic_score_codex":0.000052005653,"about_ca_topic_score_gemma":0.00018644749,"teacher_disagreement_score":0.5234152,"about_ca_system_score_codex":0.00007931321,"about_ca_system_score_gemma":0.000118798496,"threshold_uncertainty_score":0.64834976},"labels":[],"label_agreement":null},{"id":"W3206234606","doi":"10.11606/d.12.2017.tde-15092017-150201","title":"O impacto da pressão institucional na inovação organizacional","year":2017,"lang":"pt","type":"dissertation","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Impact","funders":"","keywords":"Humanities; Business administration; Political science; Sociology; Business; Art","score_opus":0.03682688606880142,"score_gpt":0.27857094859248993,"score_spread":0.24174406252368852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3206234606","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31203946,0.00077623903,0.0020806093,0.0036186469,0.016384335,0.0018877785,0.0001315434,0.0006637718,0.66241765],"genre_scores_gemma":[0.9252159,0.0000523744,0.00008515197,0.0013327675,0.0028232033,0.000043343865,0.014933411,0.00014791405,0.055365924],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9961334,0.000017264598,0.0010581644,0.0010291357,0.0010136961,0.00074836996],"domain_scores_gemma":[0.994541,0.00003810155,0.0018415325,0.0008744798,0.0026610438,0.000043875625],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004917806,0.0010055059,0.00077387696,0.0009353689,0.0018256169,0.0030164127,0.0011751724,0.001086373,0.024837852],"category_scores_gemma":[0.0004893278,0.00096103887,0.00022853205,0.0010375145,0.0001566182,0.006283436,0.00021417868,0.0009422858,0.004140241],"study_design_candidate":"theoretical_or_conceptual","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":[0.0014959092,0.0014805212,0.03997531,0.0076554585,0.0010837531,0.00013855375,0.00043559086,0.00016593482,0.0064969407,0.8057578,0.07063859,0.0646756],"study_design_scores_gemma":[0.0047421823,0.00009886875,0.5593774,0.0037771089,0.001419384,0.000043793683,0.0024812685,0.008700358,0.0023231583,0.0078095146,0.40311477,0.0061122454],"about_ca_topic_score_codex":0.0011776596,"about_ca_topic_score_gemma":0.00036819765,"teacher_disagreement_score":0.7979483,"about_ca_system_score_codex":0.00010341148,"about_ca_system_score_gemma":0.000638583,"threshold_uncertainty_score":0.99947387},"labels":[],"label_agreement":null},{"id":"W3209223322","doi":"10.33423/jabe.v23i5.4562","title":"History of Social Networks: From the Era of Bartering to the Collaborative Economy","year":2021,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Barter; Realm; Intermediary; Sharing economy; Function (biology); Social capital; The Internet; Dimension (graph theory); Business; Economy; Economic system; Computer science; Sociology; Economics; Political science; Social science; Marketing; Market economy; World Wide Web; Mathematics","score_opus":0.011980343604719827,"score_gpt":0.17922141033465072,"score_spread":0.1672410667299309,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209223322","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97871625,0.0004894787,0.0015321451,0.007601427,0.00093303097,0.00012432068,0.000005990803,0.0000038940493,0.010593441],"genre_scores_gemma":[0.99622697,0.00010659001,0.00016822692,0.0018215445,0.001638941,0.0000033499123,0.000009414472,0.000010968066,0.0000139976155],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992652,0.0000047185886,0.00049763103,0.000096476826,0.000042666812,0.00009331991],"domain_scores_gemma":[0.99837226,0.000050133833,0.0008291944,0.00010139306,0.00064102135,0.0000059710615],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00029494643,0.00009966948,0.00028397742,0.00004676874,0.00009317446,0.00009241939,0.00016099215,0.000052601754,0.00007796728],"category_scores_gemma":[0.000017251317,0.00006879536,0.000040945506,0.00030322614,0.00007736993,0.00047594978,0.000082911414,0.00013424964,0.0000020135058],"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":[0.002186979,0.00038761448,0.0077203717,0.0005159015,0.00097089517,0.000011404328,0.0045298096,0.11080107,0.004201354,0.7015455,0.06537533,0.101753764],"study_design_scores_gemma":[0.0017670215,0.000017257482,0.19867383,0.00013424041,0.00024540938,0.000006598316,0.0058909557,0.0068923477,0.00031895965,0.010351974,0.7753133,0.00038808008],"about_ca_topic_score_codex":0.00004915794,"about_ca_topic_score_gemma":0.00006914564,"teacher_disagreement_score":0.709938,"about_ca_system_score_codex":0.000046624296,"about_ca_system_score_gemma":0.00016502579,"threshold_uncertainty_score":0.28053933},"labels":[],"label_agreement":null},{"id":"W3209646553","doi":"","title":"Les ailes du désir - Le cas de l’émergence de l'écosystème d’innovation Aérospatiale-numérique au Québec","year":2018,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.02000255340116218,"score_gpt":0.23018135697956327,"score_spread":0.21017880357840107,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3209646553","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5805251,0.0006935777,0.2960967,0.058574222,0.0008222952,0.00059410906,0.000028201468,0.0003377477,0.062328056],"genre_scores_gemma":[0.97876585,0.0004051545,0.009809438,0.00053191395,0.00074659544,0.00015625068,0.001149261,0.00011465243,0.008320859],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9947414,0.0015628614,0.0012759216,0.0010609305,0.000502144,0.0008567663],"domain_scores_gemma":[0.9868173,0.0005389819,0.0017675455,0.0015999372,0.009207289,0.00006893416],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.008835949,0.00067718595,0.00056533696,0.0005903778,0.0018192648,0.0011992661,0.0014909144,0.00076379284,0.0007801155],"category_scores_gemma":[0.0036597142,0.0007980751,0.00021770842,0.0025209673,0.00065684295,0.0014170241,0.0011456287,0.00086852437,0.0002647133],"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":[0.000042461215,0.000734798,0.15358971,0.001034613,0.000115135925,0.000010430851,0.005353456,0.00048505285,0.0056427936,0.8036912,0.002374789,0.026925575],"study_design_scores_gemma":[0.0015871756,0.0000018249553,0.49167085,0.0069903363,0.00019467466,0.000053507567,0.001167194,0.16083497,0.029098038,0.032691933,0.27342498,0.0022845273],"about_ca_topic_score_codex":0.5972386,"about_ca_topic_score_gemma":0.3707705,"teacher_disagreement_score":0.77099925,"about_ca_system_score_codex":0.0011823132,"about_ca_system_score_gemma":0.0027876466,"threshold_uncertainty_score":0.9998376},"labels":[],"label_agreement":null},{"id":"W3211702872","doi":"","title":"다른 경제를 위하여 - 르네 지라르를 통한 시장경제논리 비판 6 -","year":2010,"lang":"ko","type":"article","venue":"한국프랑스학논집","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Philosophy; Ethnology; Sociology","score_opus":0.015545052275580992,"score_gpt":0.22282502356048628,"score_spread":0.20727997128490527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3211702872","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7417726,0.000272015,0.00038627363,0.012841497,0.01169605,0.0006348017,0.000020314665,0.0004705189,0.23190597],"genre_scores_gemma":[0.9795529,0.000038966533,0.00025584566,0.0041584685,0.0071959216,0.000027874637,0.00023393154,0.000096180534,0.0084398715],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972843,0.00001699988,0.00072260475,0.0006911738,0.0005000248,0.00078488997],"domain_scores_gemma":[0.99785787,0.00004514287,0.00054994196,0.00076720293,0.0007418897,0.000037979305],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006700655,0.0005324753,0.00044283332,0.00044148,0.00064680004,0.0012211883,0.0006226226,0.00056379783,0.008902689],"category_scores_gemma":[0.00025757056,0.0005300906,0.00016505207,0.0017661124,0.00022922014,0.0032798627,0.00028396412,0.0010428228,0.007354958],"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":[0.00021789389,0.00094851106,0.084005386,0.001520779,0.00022330775,0.000117700416,0.00019880847,0.000043804343,0.030665262,0.65975165,0.16084109,0.061465774],"study_design_scores_gemma":[0.0012772098,0.000027346434,0.14868222,0.00018322917,0.0001940157,0.000011739503,0.00023102084,0.0023618455,0.00068756175,0.007969004,0.837331,0.0010438022],"about_ca_topic_score_codex":0.0009405942,"about_ca_topic_score_gemma":0.00033849612,"teacher_disagreement_score":0.6764899,"about_ca_system_score_codex":0.000026908037,"about_ca_system_score_gemma":0.00010956617,"threshold_uncertainty_score":0.99981564},"labels":[],"label_agreement":null},{"id":"W3213144279","doi":"10.1177/0970846420130201","title":"Alternate Finance - Game Changer for MSMEs","year":2013,"lang":"en","type":"article","venue":"SEDME (Small Enterprises Development Management & Extension Journal) A worldwide window on MSME Studies","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lockheed Martin (Canada)","funders":"","keywords":"Business; Financial system; Finance","score_opus":0.04365643296618731,"score_gpt":0.2565693400769561,"score_spread":0.21291290711076877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213144279","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91313064,0.002400043,0.010984941,0.037525963,0.0066345264,0.005652759,0.0000058684773,0.0006935909,0.022971641],"genre_scores_gemma":[0.9545179,0.0019473926,0.009147343,0.019915955,0.0015162989,0.0010612981,0.0000557603,0.00015860384,0.0116794715],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99605995,0.000035789373,0.0012576286,0.00089417625,0.00070936274,0.0010430695],"domain_scores_gemma":[0.9968046,0.00014666522,0.0010748574,0.00049724,0.0014302646,0.00004637705],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010753515,0.000790767,0.0007673676,0.0013330687,0.0010426658,0.0009709662,0.0006849781,0.00009697766,0.00041900514],"category_scores_gemma":[0.0002282513,0.0006420005,0.00025593812,0.0010006132,0.00012306907,0.0018557399,0.00061224424,0.00032042517,0.0010316857],"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":[0.0019910322,0.0024011123,0.021727832,0.0040331874,0.0055773174,0.00075917115,0.0023578221,0.0025062962,0.0027693217,0.14179131,0.39956582,0.41451976],"study_design_scores_gemma":[0.005781593,0.00018057182,0.114847794,0.0047870493,0.00041131597,0.00004661933,0.0036368258,0.0018679221,0.00079429103,0.037166957,0.8278348,0.0026442567],"about_ca_topic_score_codex":0.000016344542,"about_ca_topic_score_gemma":0.0000238341,"teacher_disagreement_score":0.42826897,"about_ca_system_score_codex":0.00021676008,"about_ca_system_score_gemma":0.000040158226,"threshold_uncertainty_score":0.99974614},"labels":[],"label_agreement":null},{"id":"W3213702160","doi":"10.32920/ryerson.14647752.v1","title":"How and Why Privatization is Still Widely Used as a Policy Tool in Canada: a Qualitative Study","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Ideology; Politics; Government (linguistics); Public policy; Empirical evidence; Public economics; Political science; Economics; Business; Economic growth","score_opus":0.04494794516338602,"score_gpt":0.28649103766321754,"score_spread":0.24154309249983152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213702160","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97586536,0.000037026985,0.0012931013,0.019673068,0.00022389839,0.00094776985,0.000007053014,0.000047982063,0.001904723],"genre_scores_gemma":[0.9918428,0.000009646458,0.0001399089,0.0069664153,0.00032079816,0.00009210222,0.0002492606,0.000029898041,0.00034917158],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99823236,0.000050265357,0.0004632666,0.0005773686,0.00043005063,0.0002467075],"domain_scores_gemma":[0.99852985,0.00005099626,0.00042544908,0.000299651,0.0006867001,0.0000073401566],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004087255,0.00032608016,0.00041925543,0.00051032833,0.00007788193,0.0011700406,0.00018084726,0.00014542478,0.0001226548],"category_scores_gemma":[0.00048677146,0.00031673198,0.000028654236,0.0014069036,0.000028033044,0.0013924933,0.00051418203,0.0003370208,0.0000027128267],"study_design_candidate":"observational","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":[0.00032138443,0.0015418481,0.3666453,0.00557615,0.00086414843,0.00027314798,0.07896295,0.0015831374,0.00042248855,0.5117813,0.017097455,0.014930691],"study_design_scores_gemma":[0.0048891264,0.00005725307,0.5027357,0.0011374734,0.000258643,0.0000037949396,0.4034539,0.018223222,0.00016828382,0.05049042,0.01559428,0.0029879415],"about_ca_topic_score_codex":0.9653523,"about_ca_topic_score_gemma":0.92963916,"teacher_disagreement_score":0.46129087,"about_ca_system_score_codex":0.0003038663,"about_ca_system_score_gemma":0.0016039241,"threshold_uncertainty_score":0.9999285},"labels":[],"label_agreement":null},{"id":"W3213782394","doi":"10.1016/j.technovation.2021.102411","title":"Vertical vs horizontal coopetition and the market performance of product innovation: An empirical study of the video game industry","year":2021,"lang":"en","type":"article","venue":"Technovation","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"Agence Nationale de la Recherche","keywords":"Coopetition; Video game; Business; Industrial organization; Product (mathematics); Horizontal and vertical; Empirical research; Marketing; Game theory; Economics; Microeconomics; Computer science; Geography; Multimedia; Geodesy; Mathematics","score_opus":0.023431882204032747,"score_gpt":0.25270917971895557,"score_spread":0.22927729751492282,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3213782394","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9963455,0.000008468346,0.0000897874,0.0018330907,0.00014601799,0.00038312533,7.3804034e-7,0.000040876945,0.0011523631],"genre_scores_gemma":[0.99931055,0.0000017544505,0.000030430443,0.00036263396,0.00020179864,0.000025618405,0.000024012777,0.000008719218,0.000034463243],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900305,0.000008996595,0.00043318336,0.00018336097,0.0002816079,0.00008979314],"domain_scores_gemma":[0.9983769,0.000018482524,0.00023597683,0.00030530134,0.0010613605,0.0000020012906],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006942354,0.00009603602,0.00014820199,0.00015289531,0.00013453026,0.000042727766,0.00013795955,0.00010575549,0.000061763065],"category_scores_gemma":[0.00033527467,0.00006241216,0.000013144319,0.0038675414,0.00018368127,0.00077854516,0.00011346049,0.00027806833,0.0000011053008],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00077029015,0.0008939343,0.5763598,0.00033398924,0.000042279644,0.0000011507086,0.00016248286,0.000053174484,0.019187227,0.39287275,0.001187006,0.008135911],"study_design_scores_gemma":[0.0018552581,0.00008710836,0.9730925,0.000092810806,0.000058692494,0.000006103726,0.00066703284,0.0059283376,0.012191743,0.005382913,0.00049954106,0.00013797371],"about_ca_topic_score_codex":0.000042781965,"about_ca_topic_score_gemma":0.000021565507,"teacher_disagreement_score":0.3967327,"about_ca_system_score_codex":0.000013769997,"about_ca_system_score_gemma":0.000046916342,"threshold_uncertainty_score":0.2545094},"labels":[],"label_agreement":null},{"id":"W3214511550","doi":"10.7202/1079216ar","title":"The Standards Association: A Hybrid Governance Structure Between Market and Network","year":2021,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); Corporate governance; Database transaction; Transaction cost; Set (abstract data type); Business; Position (finance); Association rule learning; Accounting; Computer security; Industrial organization; Computer science; Data mining; Finance","score_opus":0.0068040754358387285,"score_gpt":0.21438113291006197,"score_spread":0.20757705747422325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214511550","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08624459,0.000648333,0.003834827,0.061124407,0.005771615,0.00043252253,0.00019552653,0.00019520415,0.841553],"genre_scores_gemma":[0.9816653,0.00020360088,0.00034216943,0.0024219283,0.0032383406,0.000014170632,0.00020392325,0.000016335973,0.011894216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987524,0.0000088480665,0.00022116285,0.00021514941,0.00060650014,0.00019594676],"domain_scores_gemma":[0.999074,0.000052087235,0.0002454193,0.00013697964,0.00048611907,0.0000054173597],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00050064834,0.00011387051,0.000097119075,0.000031838495,0.00033915744,0.00083978195,0.00021286488,0.000034345372,0.0008063292],"category_scores_gemma":[0.00011145924,0.000095352094,0.000031343363,0.00030884685,0.000024490853,0.00064377335,0.0002733409,0.00011724447,0.000016553513],"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":[0.000029016092,0.0000120150735,0.13512567,0.000046934565,0.00026751272,0.000021389778,0.0000029434627,0.00008015993,0.0000034671486,0.43892303,0.39682359,0.028664269],"study_design_scores_gemma":[0.00026424896,0.0000010746398,0.28144214,0.000025409938,0.00002957748,0.0000010876205,0.00002767387,0.0006312394,0.0000080377295,0.017502163,0.69997644,0.00009090359],"about_ca_topic_score_codex":0.000014735516,"about_ca_topic_score_gemma":0.000046262507,"teacher_disagreement_score":0.89542073,"about_ca_system_score_codex":0.00012642595,"about_ca_system_score_gemma":0.000016567548,"threshold_uncertainty_score":0.8828739},"labels":[],"label_agreement":null},{"id":"W3214833505","doi":"10.1142/s1363919621501000","title":"ALONE OR IN COOPERATION: WHAT IS THE BEST STRATEGY FOR THE PERFORMANCE OF RADICAL PRODUCT INNOVATION IN THE VIDEO GAME INDUSTRY?","year":2021,"lang":"en","type":"article","venue":"International Journal of Innovation Management","topic":"Business Strategy and Innovation","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":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Coopetition; Business; Video game; Product (mathematics); Product innovation; Marketing; Industrial organization; New product development; Process (computing); Sample (material); Computer science; Game theory; Microeconomics; Economics","score_opus":0.05450130294953845,"score_gpt":0.30373186756021525,"score_spread":0.2492305646106768,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3214833505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8785487,0.00022750995,0.0039703646,0.114083156,0.0014575921,0.00076499645,0.0000030233034,0.0000068115473,0.000937854],"genre_scores_gemma":[0.98876345,0.0002556935,0.00021031126,0.009385705,0.0010078578,0.000055260065,0.000059829046,0.0000108599725,0.0002510121],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99741435,0.00003408586,0.001524482,0.00016678932,0.0007132067,0.00014707407],"domain_scores_gemma":[0.9944428,0.00012662531,0.0011592903,0.00020922525,0.004059616,0.000002400515],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029471873,0.00014005741,0.00016886134,0.00076923496,0.00010582013,0.0006135428,0.0006422777,0.00007354215,0.00014179983],"category_scores_gemma":[0.0003804077,0.00007714744,0.000034721532,0.0053420793,0.000090591566,0.0025786282,0.00008538897,0.00042304193,0.0000050490685],"study_design_candidate":"theoretical_or_conceptual","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":[0.0011292839,0.00087003515,0.016937017,0.0003298259,0.00037571054,0.000064264015,0.00053771184,0.030861787,0.0013385706,0.74504644,0.012034544,0.19047482],"study_design_scores_gemma":[0.0130514335,0.00036292974,0.36502463,0.0031609093,0.0003044862,0.00025181126,0.03033371,0.061704453,0.008900407,0.014713702,0.5012253,0.000966227],"about_ca_topic_score_codex":0.000028240025,"about_ca_topic_score_gemma":0.00004580306,"teacher_disagreement_score":0.73033273,"about_ca_system_score_codex":0.00007389989,"about_ca_system_score_gemma":0.00014250488,"threshold_uncertainty_score":0.5916407},"labels":[],"label_agreement":null},{"id":"W323901523","doi":"","title":"Evolutionary Alternatives for Metropolitan Areas: The Capital Region of British Columbia","year":2000,"lang":"en","type":"article","venue":"Canadian Journal of Regional Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Local government; Nova scotia; Government (linguistics); Population; Metropolitan area; Parallels; Capital (architecture); Public administration; Political science; Geography; Sociology; Economics; Demography; Archaeology; Operations management","score_opus":0.020951397016999523,"score_gpt":0.21769911398851238,"score_spread":0.19674771697151286,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W323901523","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99006,0.00037157026,0.00018221438,0.0038450372,0.0003066148,0.00011107628,0.000008644494,0.0000035435085,0.0051113367],"genre_scores_gemma":[0.9979467,0.000016177444,0.00014153935,0.0006605242,0.00058556336,0.0000022158451,0.0000032940436,0.000005030728,0.0006389814],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99913365,0.000005546184,0.00024952658,0.00010931996,0.00028297637,0.00021900234],"domain_scores_gemma":[0.9985308,0.000026747837,0.0002858716,0.00008375411,0.001032827,0.00003997096],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043869135,0.000050566276,0.0001026228,0.00017582403,0.00044884975,0.00029098836,0.0004530786,0.000025935047,0.00018612634],"category_scores_gemma":[0.00012285695,0.000053399745,0.0000639047,0.00088119105,0.00090835575,0.0016123648,0.000007616378,0.00008035044,0.0000032063876],"study_design_candidate":"observational","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":[0.000118724995,0.000120569704,0.15441395,0.0001469007,0.00009025923,0.00019447057,0.0002621709,0.00072235096,0.0004146571,0.36257347,0.40320593,0.07773653],"study_design_scores_gemma":[0.00051744265,0.00005837456,0.7628187,0.00023924849,0.000032659642,0.0005487427,0.0014499803,0.0008868278,0.000008430659,0.058612224,0.1746225,0.000204896],"about_ca_topic_score_codex":0.1531866,"about_ca_topic_score_gemma":0.13653056,"teacher_disagreement_score":0.6084047,"about_ca_system_score_codex":0.00014085195,"about_ca_system_score_gemma":0.0007535268,"threshold_uncertainty_score":0.8792255},"labels":[],"label_agreement":null},{"id":"W40639399","doi":"10.29173/cais479","title":"Consolidating Knowledge for Aggregated Enterprise in Tourism SMEs","year":2013,"lang":"en","type":"article","venue":"Proceedings of the Annual Conference of CAIS / Actes du congrès annuel de l ACSI","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Knowledge management; Tourism; Tacit knowledge; Business; Process (computing); Work (physics); Knowledge creation; Explicit knowledge; Social media; Process management; Computer science; Engineering; Marketing; Political science; World Wide Web","score_opus":0.023986347972251163,"score_gpt":0.2415705285770219,"score_spread":0.21758418060477075,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W40639399","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9740664,0.00006788863,0.000040003062,0.001958314,0.00017991815,0.0006347705,0.000014482181,0.000044578046,0.022993654],"genre_scores_gemma":[0.9987554,0.000013082879,0.00024476746,0.00030578935,0.00023231171,0.000101409736,0.000011351682,0.000022708737,0.00031320052],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986556,0.000004879875,0.0005671165,0.0002487637,0.00017760645,0.00034603625],"domain_scores_gemma":[0.9613328,0.00008406314,0.000911678,0.000116047704,0.03753918,0.000016260135],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.00045360177,0.00022313213,0.0003663925,0.00030114182,0.00011615954,0.0023027705,0.00079869234,0.00013948268,0.00005658592],"category_scores_gemma":[0.007823119,0.00017764604,0.000097871285,0.00075457845,0.00019734156,0.015554723,0.00031913418,0.00018136365,0.000010647101],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00041248192,0.0007481546,0.64776736,0.004113997,0.00016354005,0.0000010746268,0.010664909,0.000019662677,0.074949674,0.17969352,0.039507676,0.04195796],"study_design_scores_gemma":[0.0049238196,0.0002043034,0.6841356,0.0035679743,0.0002387955,0.0000141906185,0.010037291,0.020847103,0.05243848,0.07528086,0.14682244,0.0014891519],"about_ca_topic_score_codex":0.00064555084,"about_ca_topic_score_gemma":0.000028044717,"teacher_disagreement_score":0.107314765,"about_ca_system_score_codex":0.000026733209,"about_ca_system_score_gemma":0.00008846792,"threshold_uncertainty_score":0.9987329},"labels":[],"label_agreement":null},{"id":"W407794068","doi":"10.71781/15625","title":"Utilisation de triades cas-parents dans la régression logique : exploration d'interaction génétique","year":2008,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Philosophy; Psychology","score_opus":0.014954224696670482,"score_gpt":0.20269882189729427,"score_spread":0.18774459720062378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W407794068","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9438842,0.0023886797,0.0066910624,0.00089160306,0.0028378025,0.00071372953,0.000021807986,0.00025500747,0.04231609],"genre_scores_gemma":[0.98517346,0.0014191549,0.00034699205,0.00018762315,0.0008803425,0.00008679391,0.0032398344,0.000063496846,0.008602279],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9970057,0.00022989133,0.00078766805,0.0007672323,0.00068298035,0.0005265506],"domain_scores_gemma":[0.99703807,0.00011769617,0.0013438856,0.00034607959,0.0010730897,0.00008117197],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0004640703,0.0006554789,0.00048429123,0.0007981553,0.007453917,0.00034984827,0.00037539194,0.0010978329,0.00008265244],"category_scores_gemma":[0.00024377674,0.0007726924,0.00028530636,0.00090225507,0.00027169054,0.005590248,0.0001262485,0.0007909304,0.0001405171],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.008632986,0.0022847825,0.3526286,0.0032809875,0.0009175292,0.0040296726,0.078771606,0.05209634,0.22809236,0.24891347,0.003764944,0.016586753],"study_design_scores_gemma":[0.0052888393,0.00017257064,0.5389942,0.003978924,0.0013025849,0.0017127116,0.18685168,0.07496918,0.071311995,0.0052994667,0.10728314,0.0028346886],"about_ca_topic_score_codex":0.06579082,"about_ca_topic_score_gemma":0.0086227255,"teacher_disagreement_score":0.243614,"about_ca_system_score_codex":0.005647158,"about_ca_system_score_gemma":0.0014038099,"threshold_uncertainty_score":0.9994724},"labels":[],"label_agreement":null},{"id":"W4200536022","doi":"10.5547/01956574.43.5.rcai","title":"Reconciling Hotelling Resource Models with Hotelling’s Accounting Method","year":2021,"lang":"en","type":"article","venue":"The Energy Journal","topic":"Business Strategy and Innovation","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":"Queen's University; McGill University","funders":"","keywords":"Depreciation (economics); Economics; Value (mathematics); Resource (disambiguation); Microeconomics; Capital (architecture); Historical cost; Accounting method; Accounting; Accounting information system; Capital formation; Financial capital; Computer science","score_opus":0.03412035013422615,"score_gpt":0.2266937227797344,"score_spread":0.19257337264550825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200536022","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07576163,0.0009667056,0.87174404,0.0042869714,0.00061231595,0.000050004594,4.6827768e-7,0.0001220905,0.046455797],"genre_scores_gemma":[0.9699349,0.00015203364,0.015854074,0.0060458495,0.0068198964,0.0000054077436,0.00002309116,0.000078709825,0.0010860855],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9985133,0.000048764687,0.00042226515,0.000250218,0.00038898186,0.0003765044],"domain_scores_gemma":[0.99843293,0.00008505962,0.00048318604,0.00025832516,0.0007261412,0.00001433651],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015096753,0.00020954873,0.00021983431,0.00016955694,0.0009323033,0.0010502692,0.00031888747,0.00009386573,0.0001729854],"category_scores_gemma":[0.00007103167,0.00014066881,0.000083897496,0.0010264468,0.000045142242,0.0018174717,0.00008570907,0.00052531925,0.000014709642],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00017081847,0.000058784968,0.0003915991,0.000056140456,0.00014917014,0.00016265534,0.00018021613,0.7326254,0.0034123957,0.19659182,0.0013938627,0.06480708],"study_design_scores_gemma":[0.0013008049,0.000018857,0.00026450082,0.00056736195,0.000272893,0.0011953361,0.0027941056,0.65375,0.0075898273,0.11301855,0.2183253,0.000902461],"about_ca_topic_score_codex":0.000116280025,"about_ca_topic_score_gemma":0.00004072712,"teacher_disagreement_score":0.8941732,"about_ca_system_score_codex":0.00003381667,"about_ca_system_score_gemma":0.0001029112,"threshold_uncertainty_score":0.9999867},"labels":[],"label_agreement":null},{"id":"W4200610826","doi":"10.52547/jabm.2.3.15","title":"Designing A Marketing Model Based On Entrepreneurship And Innovation In Knowledge-Based Companies","year":2021,"lang":"en","type":"article","venue":"Journal of Approach in Business Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"ASTER","funders":"","keywords":"Entrepreneurship; Business; Knowledge management; Marketing; Computer science","score_opus":0.046516992288037996,"score_gpt":0.24617724110419525,"score_spread":0.19966024881615727,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4200610826","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79907954,0.00018066035,0.16259077,0.003245718,0.00038151167,0.00046861207,7.2971557e-7,0.00004334153,0.034009088],"genre_scores_gemma":[0.98329717,0.000015215836,0.015544559,0.0008512712,0.00017801864,0.000018755469,0.000027494481,0.000025533634,0.000041998817],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99808586,0.00006456641,0.00092585967,0.00030686441,0.00035134435,0.00026548505],"domain_scores_gemma":[0.9981937,0.000086628475,0.0006687281,0.00018468569,0.00085754396,0.000008718246],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023938767,0.00023065183,0.00034821988,0.0025953283,0.0000854666,0.00031670724,0.000182294,0.00008128598,0.000015473304],"category_scores_gemma":[0.00025778983,0.00022289908,0.00003745753,0.0058214106,0.00004390004,0.00095873454,0.0000915003,0.0002704966,0.0000021679273],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00068656105,0.0011992794,0.04290326,0.0022330259,0.00002493673,0.00012826601,0.000050158324,0.89754874,0.00037296393,0.039226968,0.0002566322,0.015369219],"study_design_scores_gemma":[0.0026278356,0.000007379914,0.2580922,0.0010063014,0.000039039747,0.0000040989526,0.0003751398,0.7355211,0.00008486202,0.0015533089,0.0004351756,0.00025355953],"about_ca_topic_score_codex":0.000008748454,"about_ca_topic_score_gemma":0.00000849255,"teacher_disagreement_score":0.21518894,"about_ca_system_score_codex":0.00009983167,"about_ca_system_score_gemma":0.00009816501,"threshold_uncertainty_score":0.90895605},"labels":[],"label_agreement":null},{"id":"W4205189309","doi":"10.1111/poms.13651","title":"Operational collaboration between rivals: The impact of cost reduction","year":2021,"lang":"en","type":"article","venue":"Production and Operations Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":25,"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 British Columbia","funders":"","keywords":"Duopoly; Economic surplus; Cost reduction; Competition (biology); Microeconomics; Signaling game; Industrial organization; Reduction (mathematics); Payment; Shock (circulatory); Order (exchange); Cournot competition; Economics; Business; Computer science; Welfare; Marketing","score_opus":0.03163773957545316,"score_gpt":0.28928198575397324,"score_spread":0.25764424617852005,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205189309","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94022435,0.00023833559,0.0069835437,0.033443056,0.0012223527,0.0014997339,0.000013193659,0.000115263625,0.016260175],"genre_scores_gemma":[0.9965989,0.00008872284,0.00056361186,0.00014906276,0.0010953682,0.00008374065,0.00030738773,0.000010350104,0.0011028367],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990993,0.000024842639,0.00031354086,0.0002661289,0.00018757074,0.000108612825],"domain_scores_gemma":[0.99877536,0.0000060346033,0.00010103955,0.00022421915,0.0008867057,0.0000066332364],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003750405,0.00011772852,0.00011736456,0.00016852874,0.0005278993,0.00041293344,0.00007062319,0.000037588874,0.00019781613],"category_scores_gemma":[0.00009478763,0.000088399596,0.00003841034,0.0012916313,0.0000744365,0.0017350432,0.00006673849,0.000078279016,0.000027216636],"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":[0.00007789068,0.0004935064,0.021570522,0.00032083376,0.00046249988,0.00000283102,0.0003632,0.11106187,0.011030788,0.7768187,0.036488265,0.041309126],"study_design_scores_gemma":[0.0019558144,0.0000809962,0.8508367,0.00023694804,0.0006553362,0.000046753816,0.007788231,0.029945439,0.011508807,0.010299534,0.08555987,0.0010855644],"about_ca_topic_score_codex":0.00014527662,"about_ca_topic_score_gemma":0.000051169896,"teacher_disagreement_score":0.8292662,"about_ca_system_score_codex":0.00004257563,"about_ca_system_score_gemma":0.00005038625,"threshold_uncertainty_score":0.40602282},"labels":[],"label_agreement":null},{"id":"W4205548004","doi":"10.2139/ssrn.1898365","title":"Kauffman Economic Outlook: A Quarterly Survey of Leading Economics Bloggers – Third Quarter 2011","year":2011,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Quarter (Canadian coin); Economics; Geography","score_opus":0.024942426225773952,"score_gpt":0.21297624679885213,"score_spread":0.1880338205730782,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205548004","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98004556,0.00015547736,0.0017193028,0.00024654134,0.00073660887,0.000118634955,0.0000029191192,0.00004102748,0.016933927],"genre_scores_gemma":[0.99882865,0.00010514973,0.000039352115,0.00016159702,0.0005229561,0.0000034922948,0.000022764427,0.000030146619,0.00028586868],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978005,0.00002663558,0.0006291079,0.00024033006,0.00008129201,0.0012221168],"domain_scores_gemma":[0.9988197,0.000021439891,0.00073145883,0.00020674568,0.00020653066,0.000014127367],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0022929502,0.00021962164,0.00033024032,0.00037782648,0.00017943475,0.00012940665,0.00036422137,0.00012151922,0.00024909928],"category_scores_gemma":[0.000015681051,0.00021389117,0.00010819289,0.00015842315,0.00007210442,0.0018976688,0.000023364764,0.00073520956,0.00052968255],"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":[0.0003601897,0.0001639378,0.13225102,0.000048898346,0.0003481198,0.0000023007158,0.00030329113,0.00006801026,0.0002658659,0.85214037,0.0015345607,0.012513435],"study_design_scores_gemma":[0.003526794,0.0006579871,0.36059684,0.00008430447,0.0002689279,0.00023530795,0.005303095,0.0031057403,0.000268823,0.6221255,0.0023202477,0.0015064168],"about_ca_topic_score_codex":0.004159314,"about_ca_topic_score_gemma":0.010770166,"teacher_disagreement_score":0.23001485,"about_ca_system_score_codex":0.0002512574,"about_ca_system_score_gemma":0.00055597164,"threshold_uncertainty_score":0.87222284},"labels":[],"label_agreement":null},{"id":"W4205668025","doi":"10.21003/ea.v190-13","title":"Rationalization of network retail management with a shift trading function based on the mathematical description of processes in the mass service area","year":2021,"lang":"en","type":"article","venue":"Economic Annals-ХХI","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Rationalization (economics); Service (business); Business; Computer science; Flexibility (engineering); Industrial organization; Marketing; Operations research; Microeconomics; Economics; Engineering","score_opus":0.0647564740602356,"score_gpt":0.21407475198270087,"score_spread":0.14931827792246527,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205668025","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.80079097,0.00007499642,0.09062877,0.025313254,0.00022148705,0.0008804897,0.000004895604,0.000046274374,0.08203889],"genre_scores_gemma":[0.99681705,0.000005750252,0.00015251218,0.0026745922,0.00015386328,0.000046934412,0.00009693029,0.000010187042,0.00004214871],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99923337,0.000025801413,0.0003391682,0.00015729458,0.0001316412,0.00011274635],"domain_scores_gemma":[0.9992513,0.000075231714,0.000313145,0.00017292949,0.00018462937,0.000002776543],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064489397,0.00010420517,0.00013633462,0.000089505884,0.000094091505,0.00011200473,0.00011944045,0.000039454586,0.00041442143],"category_scores_gemma":[0.00002757898,0.00006853826,0.000025461486,0.0007537776,0.000029413777,0.00060387613,0.000012758186,0.00006769871,0.00001439628],"study_design_candidate":"theoretical_or_conceptual","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":[0.00040708025,0.00022512827,0.021072917,0.0016712928,0.00007639792,0.0000034475934,0.00021995224,0.13332051,0.00006564198,0.839726,0.0025816027,0.00063007855],"study_design_scores_gemma":[0.0013923517,0.00006586486,0.1616326,0.0012889282,0.0001818952,0.000001936139,0.0027681878,0.6978121,0.00042349147,0.12624142,0.0077764867,0.00041473223],"about_ca_topic_score_codex":0.000018226738,"about_ca_topic_score_gemma":0.00011794174,"teacher_disagreement_score":0.7134845,"about_ca_system_score_codex":0.000017157821,"about_ca_system_score_gemma":0.000047487873,"threshold_uncertainty_score":0.4537624},"labels":[],"label_agreement":null},{"id":"W4205790487","doi":"10.1108/ijebr-06-2021-0519","title":"Coopetition and international entrepreneurship: the influence of a competitor orientation","year":2022,"lang":"en","type":"article","venue":"International Journal of Entrepreneurial Behaviour & Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":47,"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":"","keywords":"Coopetition; Business; Marketing; Competitor analysis; Product (mathematics); Competition (biology); Entrepreneurship; Tourism; Stakeholder; Context (archaeology); Internationalization; Resource (disambiguation); Industrial organization; Public relations; Economics; Game theory","score_opus":0.04617018940717584,"score_gpt":0.3326529739089829,"score_spread":0.2864827845018071,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205790487","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9916588,0.000040971816,0.000029953731,0.0051154257,0.0023913567,0.00015447894,0.000018320583,0.000009081129,0.0005816238],"genre_scores_gemma":[0.99802834,0.000041960535,0.000026660844,0.00020198575,0.0015109433,0.000017181494,0.00004990439,0.000011093547,0.00011195572],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9974798,0.00010991548,0.0005769889,0.0001830638,0.0014943199,0.00015589682],"domain_scores_gemma":[0.9960421,0.00016362494,0.0006361662,0.0001387223,0.003005296,0.000014099372],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016311674,0.000097034565,0.00013229858,0.00066327257,0.00023786045,0.0002733074,0.00082486984,0.000032490505,0.00067370577],"category_scores_gemma":[0.00042573424,0.0000806104,0.00006916046,0.0005285577,0.00017801311,0.0010723602,0.00051088736,0.00046265635,0.0000074709833],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0022860644,0.0008360364,0.8430965,0.000033166332,0.00018923897,0.00012558859,0.000612608,0.01592046,0.03140794,0.0942575,0.0026645241,0.008570381],"study_design_scores_gemma":[0.0038303805,0.00020272152,0.9383428,0.00014254704,0.00009092748,0.00026613733,0.0019648895,0.00077590963,0.0022460346,0.011716398,0.040137373,0.00028385082],"about_ca_topic_score_codex":0.00034641384,"about_ca_topic_score_gemma":0.000014816396,"teacher_disagreement_score":0.09524634,"about_ca_system_score_codex":0.00008776784,"about_ca_system_score_gemma":0.00009238149,"threshold_uncertainty_score":0.7376606},"labels":[],"label_agreement":null},{"id":"W4205867326","doi":"10.4018/jbe","title":"Journal of Business Ecosystems","year":2020,"lang":"en","type":"paratext","venue":"Journal of Business Ecosystems","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Ecosystem; Business ecosystem; Environmental science; Geography; Ecology; Biology","score_opus":0.02938537387823417,"score_gpt":0.23102706017676447,"score_spread":0.2016416862985303,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205867326","genre_codex":"editorial","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1411961,0.052529037,0.072090894,0.03394079,0.46304503,0.005061938,0.0005903662,0.00035389038,0.23119196],"genre_scores_gemma":[0.87286067,0.0023690516,0.00030535797,0.0015182862,0.1159346,0.000021273321,0.00053272623,0.0005562681,0.0059017357],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99066216,0.00012712262,0.005894256,0.000537903,0.0020087434,0.00076981966],"domain_scores_gemma":[0.95953023,0.00014268105,0.019117476,0.000582752,0.020528253,0.00009859289],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0025428622,0.0011706026,0.0036242784,0.0029766702,0.00032210254,0.0016799134,0.0020353165,0.0010501045,0.0022533035],"category_scores_gemma":[0.0009586284,0.00095553114,0.00075567054,0.006074408,0.00011511949,0.0056572044,0.0002851902,0.001755404,0.002336566],"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":[0.00080408703,0.00042761673,0.00062125205,0.01581758,0.00097093993,0.00063263247,0.000064538996,0.00644176,0.0019096804,0.0011581932,0.96918535,0.001966337],"study_design_scores_gemma":[0.0027618387,0.000082492625,0.0015834675,0.0075509306,0.0007418715,0.0014959754,0.0002687336,0.0015130788,0.0000974895,0.00016565228,0.9826757,0.0010627711],"about_ca_topic_score_codex":0.00047007887,"about_ca_topic_score_gemma":0.0001262701,"teacher_disagreement_score":0.7316646,"about_ca_system_score_codex":0.00033905625,"about_ca_system_score_gemma":0.0015713124,"threshold_uncertainty_score":0.99935645},"labels":[],"label_agreement":null},{"id":"W4205875101","doi":"10.1002/9780470611753.index","title":"Index","year":2008,"lang":"en","type":"paratext","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Index (typography); Citation; Computer science; Library science; Information retrieval; World Wide Web","score_opus":0.0279471893239928,"score_gpt":0.23340793666807316,"score_spread":0.20546074734408037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4205875101","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0004468166,0.00016362709,0.0013071899,0.0007173862,0.0036808003,0.0001502114,0.0000025382103,0.00010942802,0.99342203],"genre_scores_gemma":[0.11757187,0.00021648007,0.000053145523,0.009470447,0.011932422,0.000031893782,0.0015199216,0.00008311839,0.8591207],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897623,0.0000019160357,0.0002816973,0.0002878229,0.00021751007,0.00023483601],"domain_scores_gemma":[0.99917567,0.000006401018,0.0002586237,0.00023601802,0.00031981283,0.0000035064588],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006331689,0.00026423385,0.00025516254,0.00040949704,0.00017043798,0.00023983137,0.00023774203,0.00036036407,0.032959018],"category_scores_gemma":[0.000014780813,0.00022983782,0.000068311885,0.0008005193,0.000051680658,0.0010055546,0.00009917071,0.00029772724,0.10930553],"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":[0.000008812956,0.00002469117,0.000149008,0.0001552747,0.00001491095,0.000004156741,9.723364e-7,0.000053399453,0.000007551204,0.015218646,0.9828213,0.0015413199],"study_design_scores_gemma":[0.00017167117,0.0000013702894,0.0012110317,0.00004037223,0.000010555895,0.0000025073175,0.000007418693,0.0003792876,0.000007070898,0.00029520955,0.99755996,0.00031353475],"about_ca_topic_score_codex":0.0007678158,"about_ca_topic_score_gemma":0.00002437183,"teacher_disagreement_score":0.1343013,"about_ca_system_score_codex":0.000017998591,"about_ca_system_score_gemma":0.000055058743,"threshold_uncertainty_score":0.967925},"labels":[],"label_agreement":null},{"id":"W4206174041","doi":"10.29173/cjnser.2021v12n2a552","title":"La succession d’entreprise : une occasion de coopérer","year":2021,"lang":"fr","type":"article","venue":"Canadian journal of nonprofit and social economy research","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Political science; Art; Philosophy; Ethnology; Sociology","score_opus":0.0596187438867743,"score_gpt":0.31286368451532215,"score_spread":0.25324494062854785,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206174041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.78033674,0.009569101,0.000067145615,0.117752336,0.00085471227,0.00014907714,0.0000074118207,0.0000053004323,0.09125819],"genre_scores_gemma":[0.99015176,0.00031234458,0.000057954345,0.0007561789,0.0025528704,0.0000028668064,0.000019867095,0.000023951236,0.0061221803],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99830425,0.00018997643,0.00046875785,0.00021080664,0.00018069251,0.0006455325],"domain_scores_gemma":[0.9968319,0.00012217448,0.00025928824,0.000099272045,0.0025427893,0.00014458629],"candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0027173318,0.00014895365,0.00029364895,0.0005500124,0.0010637724,0.0012172455,0.00020756052,0.00036059186,0.001648069],"category_scores_gemma":[0.00028450316,0.00016261335,0.00009400693,0.0011122558,0.0005047801,0.0018036485,0.00007025376,0.0010055935,0.000078709156],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016826692,0.00014645222,0.29986796,0.001908515,0.00019831478,0.0035275593,0.0023485748,0.000023440834,0.00038175462,0.3443832,0.15170364,0.1953423],"study_design_scores_gemma":[0.00085054507,0.000022515684,0.055329073,0.00039738143,0.00004668121,0.00012401456,0.004727434,0.0002225584,0.00010112879,0.018455883,0.919509,0.00021379442],"about_ca_topic_score_codex":0.013624829,"about_ca_topic_score_gemma":0.015629841,"teacher_disagreement_score":0.76780534,"about_ca_system_score_codex":0.0002827873,"about_ca_system_score_gemma":0.0038158875,"threshold_uncertainty_score":0.9998196},"labels":[],"label_agreement":null},{"id":"W4206248285","doi":"10.4018/978-1-7998-7764-6","title":"E-Collaboration Technologies and Strategies for Competitive Advantage Amid Challenging Times","year":2021,"lang":"en","type":"book","venue":"Advances in social networking and online communities book series","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Competitive advantage; Business; Marketing","score_opus":0.020075053191223734,"score_gpt":0.2693187705948299,"score_spread":0.24924371740360615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206248285","genre_codex":"other","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016068848,0.32222268,0.0009644244,0.0067995815,0.0021940218,0.0015430457,0.00023141163,0.0011776189,0.66326034],"genre_scores_gemma":[0.32737565,0.5471075,0.003834105,0.003901871,0.017464716,0.0006578566,0.01645351,0.0004884546,0.082716316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99884874,0.000023582585,0.0004233369,0.0002600389,0.0001364486,0.00030786823],"domain_scores_gemma":[0.99885535,0.00018482287,0.00042752622,0.00016042935,0.00036734375,0.000004499593],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00018748779,0.00039952292,0.00058143435,0.0002821991,0.0009778973,0.0006271206,0.0001901314,0.0003397235,0.000011347041],"category_scores_gemma":[0.000020956113,0.0004341924,0.000046945046,0.00027989142,0.0006699712,0.005643551,0.00030965602,0.0005190249,4.3575324e-7],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000861974,0.000027984803,0.00012525458,0.0012153451,0.000035335488,0.0000055439245,0.0006070388,0.000085095766,0.0000024084304,0.96842444,0.0007748623,0.028610466],"study_design_scores_gemma":[0.00033510374,0.000026028927,0.000048913014,0.0010619579,0.000045130684,0.0000022975637,0.12710607,0.00043335996,0.0000013001479,0.12028677,0.7502368,0.0004162396],"about_ca_topic_score_codex":0.000023581562,"about_ca_topic_score_gemma":0.0025072256,"teacher_disagreement_score":0.8481377,"about_ca_system_score_codex":0.000055761844,"about_ca_system_score_gemma":0.000110804634,"threshold_uncertainty_score":0.999811},"labels":[],"label_agreement":null},{"id":"W4206559897","doi":"10.5465/3069312","title":"Alliance-Based Competitive Dynamics","year":2002,"lang":"en","type":"article","venue":"Academy of Management Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Alliance; Competitive advantage; Dynamics (music); Business; Process management; Operations management; Industrial organization; Marketing; Knowledge management; Computer science; Psychology; Economics; Political science","score_opus":0.03441842283037368,"score_gpt":0.2391522475276345,"score_spread":0.2047338246972608,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206559897","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.060730856,0.0005403607,0.01363165,0.051004663,0.0009767666,0.0005990517,0.000005198819,0.00019776847,0.8723137],"genre_scores_gemma":[0.9920989,0.00017946753,0.0011418044,0.0050444743,0.0006600733,0.0000054732172,0.000009726241,0.000019955078,0.0008400729],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987873,0.0000093449535,0.00042359758,0.00016172482,0.000365322,0.00025270155],"domain_scores_gemma":[0.99928635,0.0000152460825,0.0004974296,0.00007448569,0.00011541835,0.000011062146],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003687509,0.00015505552,0.0001775031,0.00030173946,0.00019778966,0.00015083024,0.00033994732,0.000081506434,0.0014349985],"category_scores_gemma":[0.000014995613,0.00014616607,0.00008057344,0.0006650378,0.00008054051,0.0010879744,0.00006967017,0.00032938033,0.00023368579],"study_design_candidate":"theoretical_or_conceptual","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":[0.000036324076,0.00016436019,0.0054455576,0.0002631658,0.00009155434,0.000016397045,0.0000062179893,0.00072053244,0.000029841036,0.94327587,0.018283363,0.03166681],"study_design_scores_gemma":[0.0045620194,0.000041036772,0.12610371,0.0007720905,0.00036454506,0.000022558876,0.00063841534,0.1784859,0.00020146788,0.064278044,0.6235683,0.0009619107],"about_ca_topic_score_codex":0.0000039246265,"about_ca_topic_score_gemma":0.0000013334023,"teacher_disagreement_score":0.9313681,"about_ca_system_score_codex":0.00004407764,"about_ca_system_score_gemma":0.0000027381718,"threshold_uncertainty_score":0.9994778},"labels":[],"label_agreement":null},{"id":"W4206668479","doi":"10.22405/2226-8383-2021-22-4-152-166","title":"Dynamic processesin the economics of multilateral network platforms","year":2021,"lang":"en","type":"article","venue":"Чебышевский сборник","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Optech (Canada)","funders":"","keywords":"Economics; International trade","score_opus":0.014181310614272373,"score_gpt":0.20762053452057175,"score_spread":0.19343922390629936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206668479","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9834345,0.00021466298,0.00059399154,0.0016605469,0.00078891305,0.00017416808,0.0000030240976,0.00007497829,0.01305524],"genre_scores_gemma":[0.9970221,0.00003371338,0.00035077592,0.0014532796,0.0005422361,0.000013442198,0.00010301886,0.0000246426,0.00045678022],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990401,0.0000031303355,0.00036911468,0.00022117163,0.00010121474,0.00026526465],"domain_scores_gemma":[0.99908227,0.000026969694,0.00028520773,0.00027548184,0.00032444892,0.000005648877],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023274908,0.00015644128,0.0001946326,0.00006266936,0.00019840368,0.00017880677,0.00022274566,0.000090068424,0.00025155715],"category_scores_gemma":[0.000047086884,0.000114745104,0.00006576219,0.00072640536,0.00007491236,0.0010684233,0.000115937546,0.00014317741,0.0000956111],"study_design_candidate":"theoretical_or_conceptual","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":[0.0003115378,0.00045191022,0.057332736,0.0014608086,0.00026469163,0.0000402702,0.00024319354,0.042472716,0.003210192,0.84021676,0.009766229,0.044228934],"study_design_scores_gemma":[0.0032225796,0.000046512,0.33213648,0.0004696707,0.0002815323,0.000054077438,0.0012212093,0.24822049,0.0032376768,0.20788129,0.2016199,0.001608605],"about_ca_topic_score_codex":0.00006794848,"about_ca_topic_score_gemma":0.00021641559,"teacher_disagreement_score":0.6323355,"about_ca_system_score_codex":0.000019100116,"about_ca_system_score_gemma":0.0000695479,"threshold_uncertainty_score":0.46791697},"labels":[],"label_agreement":null},{"id":"W4206827300","doi":"10.25200/slj.v9.n1.2020.420","title":"L’infomédiation pour construire sa niche journalistique ?","year":2020,"lang":"fr","type":"article","venue":"Sur le journalisme About journalism Sobre jornalismo","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"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 Laval","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.03371830430779276,"score_gpt":0.23660807023391675,"score_spread":0.20288976592612398,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206827300","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07132356,0.047924906,0.016436003,0.824513,0.010696185,0.0010166619,0.00021340621,0.0004989294,0.027377319],"genre_scores_gemma":[0.8614086,0.010334909,0.002348456,0.080974974,0.038176235,0.000037217906,0.00030199924,0.0005606919,0.0058568977],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9883145,0.0006720509,0.004610819,0.0013989687,0.0024964204,0.0025072503],"domain_scores_gemma":[0.98597306,0.0003334977,0.006170574,0.0008498421,0.005937549,0.00073549664],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"category_scores_codex":[0.0040966514,0.0019014833,0.0021426603,0.0013119506,0.0023975265,0.0066584894,0.002069757,0.0015209431,0.0075387293],"category_scores_gemma":[0.0023803778,0.0019911032,0.0013725843,0.004673258,0.0007279351,0.015774386,0.0005599648,0.0054341517,0.0017594045],"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":[0.0008908708,0.0010713106,0.01879074,0.0031417776,0.0014049273,0.0026422618,0.0020986279,0.006078908,0.0056293504,0.4083654,0.5179615,0.031924315],"study_design_scores_gemma":[0.0089136,0.00013169221,0.01904753,0.003189619,0.0013543178,0.0027812207,0.0019234068,0.020018306,0.00072560454,0.035511713,0.90345603,0.0029469768],"about_ca_topic_score_codex":0.0026088445,"about_ca_topic_score_gemma":0.0001774988,"teacher_disagreement_score":0.7900851,"about_ca_system_score_codex":0.0005613696,"about_ca_system_score_gemma":0.0032232911,"threshold_uncertainty_score":0.9997753},"labels":[],"label_agreement":null},{"id":"W4206859538","doi":"","title":"Innovation ouverte dans le secteur public : Capacités dynamiques et rôles des TI","year":2020,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université Laval; Université du Québec à Montréal","funders":"","keywords":"Computer science; Political science","score_opus":0.03831673851746767,"score_gpt":0.23166569983755197,"score_spread":0.1933489613200843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4206859538","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2550803,0.00094047206,0.45486364,0.11193395,0.00086291466,0.0008121747,0.00007130088,0.0007691738,0.17466608],"genre_scores_gemma":[0.97154933,0.00053017907,0.012826929,0.0013932141,0.00019577323,0.000111478876,0.0044898065,0.00013095234,0.008772313],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9940001,0.0022406501,0.0012761533,0.0012066332,0.00060964614,0.00066683587],"domain_scores_gemma":[0.98615915,0.00045724577,0.0015276347,0.0014772887,0.01031153,0.00006713319],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006801848,0.0007194365,0.0006246752,0.0007248982,0.0012731899,0.0028148638,0.0015240771,0.00060154,0.0003928075],"category_scores_gemma":[0.0036412,0.0008325693,0.00021469912,0.0040144725,0.00076129695,0.00327395,0.0015725091,0.0012291833,0.0002477712],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019079002,0.0005697982,0.011274672,0.0011391874,0.00012356776,0.0000066117177,0.0024339436,0.00008041552,0.009654328,0.94237286,0.0014716153,0.030853903],"study_design_scores_gemma":[0.002508619,0.0000020306109,0.28810313,0.008967477,0.00032404895,0.000029967014,0.002511286,0.13391379,0.02146715,0.24045177,0.29850832,0.0032124158],"about_ca_topic_score_codex":0.00959071,"about_ca_topic_score_gemma":0.012318261,"teacher_disagreement_score":0.71646905,"about_ca_system_score_codex":0.0002631981,"about_ca_system_score_gemma":0.00060691545,"threshold_uncertainty_score":0.99941254},"labels":[],"label_agreement":null},{"id":"W4210298205","doi":"10.7202/1085048ar","title":"Histoire d’un mensonge. Enquête sur l’expérience de Stanford. Thibault Le Texier, La découverte (collection zone), Paris, 2018","year":2021,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.011747451233316036,"score_gpt":0.21619806582899204,"score_spread":0.204450614595676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210298205","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04154058,0.00785149,0.09154523,0.068722226,0.02311115,0.0010019656,0.00006408853,0.00048823073,0.76567507],"genre_scores_gemma":[0.703174,0.0032059175,0.003936102,0.004359464,0.0017395936,0.00015251107,0.0006604609,0.00009352252,0.28267843],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9972847,0.00005560214,0.00066728744,0.0006825255,0.00075207016,0.00055778964],"domain_scores_gemma":[0.9980699,0.000044958237,0.00047378664,0.00036971754,0.0010095424,0.00003208659],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00071410043,0.00039579478,0.0002772319,0.0004039471,0.0007189891,0.0010610553,0.0005188067,0.00024350625,0.0028648016],"category_scores_gemma":[0.00010478231,0.00048056085,0.00015681135,0.001308446,0.00020268832,0.0031359599,0.0004949261,0.00037169433,0.00038775417],"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":[0.00015789922,0.0010545888,0.013816763,0.0007512105,0.00067863823,0.00046014306,0.00024362282,0.0009662431,0.00028000705,0.4476939,0.4664072,0.067489766],"study_design_scores_gemma":[0.0015205864,0.0000129397085,0.031544756,0.0003570272,0.00016140046,0.00003548394,0.0010429159,0.023443429,0.00024459322,0.004530977,0.9365939,0.00051197404],"about_ca_topic_score_codex":0.0018780627,"about_ca_topic_score_gemma":0.00038644814,"teacher_disagreement_score":0.66163343,"about_ca_system_score_codex":0.0005328845,"about_ca_system_score_gemma":0.00017409709,"threshold_uncertainty_score":0.9999759},"labels":[],"label_agreement":null},{"id":"W4210389617","doi":"10.3390/math10030400","title":"The Optimal Strategy of Enterprise Key Resource Allocation and Utilization in Collaborative Innovation Project Based on Evolutionary Game","year":2022,"lang":"en","type":"article","venue":"Mathematics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Key (lock); Resource allocation; Optimal allocation; Resource (disambiguation); Knowledge management; Business; Game theory; Computer science; Process management; Perspective (graphical); Industrial organization; Environmental economics; Management science; Microeconomics; Economics; Mathematics","score_opus":0.03427050330207146,"score_gpt":0.26128114798869384,"score_spread":0.22701064468662238,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4210389617","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9794237,0.00007800257,0.0067824842,0.0018221646,0.0001174728,0.001138334,0.000014221685,0.00006545768,0.010558158],"genre_scores_gemma":[0.998931,0.0000038247845,0.00048183187,0.00020068992,0.000043970347,0.00009974164,0.00015399416,0.000012896265,0.000072056966],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9990586,0.00002903286,0.00039508007,0.00013501664,0.00027535672,0.00010688599],"domain_scores_gemma":[0.99907047,0.0000804598,0.00039609865,0.00014194177,0.00030915122,0.0000018587943],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00063267705,0.000099584955,0.00010803794,0.00037684874,0.0002259362,0.00008306436,0.0001053831,0.000033639444,0.000022554412],"category_scores_gemma":[0.00016855124,0.00008410968,0.000011196543,0.002443005,0.000055729466,0.00033796526,0.000059014536,0.00011489187,0.0000018379776],"study_design_candidate":"simulation_or_modeling","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":[0.0004176935,0.00074651965,0.0035365426,0.0005200387,0.00001872087,0.0000024500655,0.0010978949,0.06385107,0.0009225698,0.91949296,0.003565019,0.005828531],"study_design_scores_gemma":[0.0008598488,0.00008212198,0.0145028075,0.00009680148,0.000018483022,0.000001309894,0.005537022,0.95451427,0.00014118465,0.009618869,0.014441637,0.00018567879],"about_ca_topic_score_codex":0.000023842189,"about_ca_topic_score_gemma":0.000008636039,"teacher_disagreement_score":0.9098741,"about_ca_system_score_codex":0.000051578438,"about_ca_system_score_gemma":0.00007926212,"threshold_uncertainty_score":0.3429893},"labels":[],"label_agreement":null},{"id":"W4212792058","doi":"10.3166/ria.16.443-483","title":"Remarks on the complexity of cooperative work","year":2002,"lang":"fr","type":"article","venue":"Revue d intelligence artificielle","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Computer science; Engineering; Mechanical engineering","score_opus":0.12351315602139751,"score_gpt":0.2635669045550691,"score_spread":0.14005374853367158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212792058","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07814497,0.012527464,0.033190552,0.28298652,0.0066674612,0.0018219898,0.000029813364,0.00016117655,0.58447003],"genre_scores_gemma":[0.97706616,0.00026082224,0.000117553136,0.0016654066,0.00065417925,0.000016704329,0.000015483913,0.000024781913,0.020178892],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99831855,0.00005789955,0.00067632593,0.00035258924,0.00022525918,0.00036934984],"domain_scores_gemma":[0.9981268,0.00020873851,0.00041329974,0.00053016766,0.0007071664,0.000013802993],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00061575265,0.00025907264,0.00029359868,0.00013927557,0.00042058778,0.00021892862,0.00041487807,0.00015511912,0.016433774],"category_scores_gemma":[0.00041720536,0.00020841685,0.00011703047,0.0023066767,0.0010700679,0.000648766,0.00010344472,0.00040473454,0.0044898638],"study_design_candidate":"theoretical_or_conceptual","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":[0.000051249186,0.00050086656,0.0005165401,0.00033011124,0.000038632676,0.000007309682,0.0003701377,0.012659521,0.00024462023,0.9181698,0.041644223,0.02546698],"study_design_scores_gemma":[0.00013372919,0.00013617946,0.0014400162,0.0029349066,0.000120833894,0.000007699006,0.0027709028,0.56365156,0.014418195,0.026435336,0.38713998,0.00081066723],"about_ca_topic_score_codex":0.00014891643,"about_ca_topic_score_gemma":0.000025239102,"teacher_disagreement_score":0.8989212,"about_ca_system_score_codex":0.000037609774,"about_ca_system_score_gemma":0.00001252714,"threshold_uncertainty_score":0.99628526},"labels":[],"label_agreement":null},{"id":"W4212806376","doi":"10.1522/radm.no5.1412","title":"Les entreprises libérées : en quête du dernier Eldorado","year":2022,"lang":"fr","type":"article","venue":"Ad machina l avenir de l humain au travail","topic":"Business Strategy and Innovation","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":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.01431451392171601,"score_gpt":0.22381053038701146,"score_spread":0.20949601646529545,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212806376","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8442882,0.02060848,0.0028887875,0.04639477,0.004918018,0.0009823618,0.0001082331,0.00056547543,0.079245694],"genre_scores_gemma":[0.9673572,0.0003919796,0.0004875197,0.0028556492,0.0019203627,0.00013189286,0.00029137713,0.00012846239,0.026435513],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966281,0.0003017538,0.0007313243,0.0007494139,0.0005710377,0.0010183357],"domain_scores_gemma":[0.99852043,0.0001572511,0.0005357577,0.000520226,0.00021650628,0.000049853763],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016021142,0.00057198084,0.00047439727,0.00043659002,0.0020957615,0.0006024858,0.0007711875,0.0002482004,0.012640591],"category_scores_gemma":[0.00021110488,0.00067201955,0.00025191848,0.0010530174,0.00028338077,0.0015159249,0.00059491646,0.0010687175,0.00055506895],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0005339526,0.0020907,0.21450692,0.002565298,0.0004898033,0.0005964986,0.005954214,0.0031424458,0.001467324,0.33397645,0.0970818,0.3375946],"study_design_scores_gemma":[0.0010970148,0.00006351828,0.16375828,0.00014152762,0.00025594013,0.000066450746,0.0016342114,0.0041662375,0.00006500308,0.012990131,0.8150114,0.00075030065],"about_ca_topic_score_codex":0.009960084,"about_ca_topic_score_gemma":0.0011369508,"teacher_disagreement_score":0.7179296,"about_ca_system_score_codex":0.0007484954,"about_ca_system_score_gemma":0.00028737308,"threshold_uncertainty_score":0.9995731},"labels":[],"label_agreement":null},{"id":"W4212834581","doi":"10.4018/978-1-59140-926-7.ch001","title":"Assesing Web-Enabled Interactivity","year":2007,"lang":"en","type":"book-chapter","venue":"Advances in end user computing series/Advances in end user computing (AEUC) book series","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Shell (Canada); University of Calgary","funders":"","keywords":"Interactivity; Computer science; World Wide Web; Process (computing); Knowledge management","score_opus":0.018362334437913946,"score_gpt":0.2701282330499718,"score_spread":0.25176589861205784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212834581","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.024619982,0.026908098,0.009570393,0.0007873488,0.014033537,0.0021793686,0.000048623475,0.0019296694,0.919923],"genre_scores_gemma":[0.86741406,0.024806926,0.029938797,0.0059051733,0.014107796,0.000074233074,0.0013469825,0.001569117,0.0548369],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9910167,0.00009933557,0.003098638,0.0024296532,0.0012651215,0.002090539],"domain_scores_gemma":[0.9939215,0.0008172326,0.0030807955,0.0012360194,0.000863805,0.000080653765],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["metaepi_narrow","scholarly_communication"],"category_scores_codex":[0.0019793,0.0021564998,0.002351145,0.002745114,0.0010279019,0.0010442365,0.0015019886,0.00094483554,0.0005401526],"category_scores_gemma":[0.0003706021,0.0023806754,0.0003838086,0.0018266478,0.0009288066,0.032688282,0.001435691,0.0030065484,0.00012557942],"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":[0.0013346643,0.00037401402,0.017519861,0.0036149533,0.00017827607,0.0007838177,0.0006265478,0.055995576,0.00016753892,0.81854063,0.00038492293,0.100479186],"study_design_scores_gemma":[0.001618706,0.0001066733,0.001928912,0.0048570195,0.00009666569,0.00009587861,0.0005344008,0.0039579505,0.00015861123,0.019610774,0.9643561,0.0026782867],"about_ca_topic_score_codex":0.00018984743,"about_ca_topic_score_gemma":0.0031155962,"teacher_disagreement_score":0.9639712,"about_ca_system_score_codex":0.00070849044,"about_ca_system_score_gemma":0.00029675878,"threshold_uncertainty_score":0.9999928},"labels":[],"label_agreement":null},{"id":"W4212933982","doi":"10.7819/rbgn.v23i4.4132","title":"Network Centrality and Performance: Effects in the Automotive Industry","year":2021,"lang":"en","type":"article","venue":"Review of Business Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Centrality; Automotive industry; Social network analysis; Corporate governance; Network governance; Similarity (geometry); Revenue; Originality; Social network (sociolinguistics); Business; Knowledge management; Value (mathematics); Computer science; Engineering; Sociology; Artificial intelligence; Qualitative research; Machine learning; Mathematics; Social media; World Wide Web","score_opus":0.018184451448934737,"score_gpt":0.23530569871773863,"score_spread":0.21712124726880389,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4212933982","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7200605,0.10187237,0.0013386703,0.045938555,0.0021428827,0.0044687176,0.0000034400869,0.00018829945,0.12398653],"genre_scores_gemma":[0.9588485,0.021743568,0.0002516536,0.018423533,0.00046024626,0.00008620445,0.00007495175,0.000017032324,0.00009432623],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99877465,0.00004223383,0.00041431352,0.00024824563,0.00027266206,0.000247896],"domain_scores_gemma":[0.998996,0.00003222942,0.0002609925,0.00030462365,0.00040120003,0.0000049382847],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009305013,0.00017151899,0.0003205226,0.00008591281,0.00010015091,0.0000905556,0.00019755954,0.00007552465,0.00007616204],"category_scores_gemma":[0.00009440612,0.00012604355,0.000034880173,0.0028290926,0.000058524096,0.00068263593,0.00019065046,0.00021001972,0.000014668213],"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":[0.000047756697,0.00055033586,0.11888624,0.2909421,0.00012363623,0.0001817874,0.000047710666,0.0007420403,0.000009072023,0.2991662,0.02157085,0.26773226],"study_design_scores_gemma":[0.00034789,0.0000031700304,0.9495278,0.011318711,0.00012472727,0.0000043454675,0.000069800946,0.00024917678,0.0000047311964,0.0012990991,0.03689157,0.00015898091],"about_ca_topic_score_codex":0.000032578955,"about_ca_topic_score_gemma":0.0000047292915,"teacher_disagreement_score":0.83064157,"about_ca_system_score_codex":0.000017943154,"about_ca_system_score_gemma":0.000020277028,"threshold_uncertainty_score":0.5139907},"labels":[],"label_agreement":null},{"id":"W4213100713","doi":"10.1016/s0958-2118(05)70386-4","title":"Pall's first-quarter sales rise 11%","year":2005,"lang":"en","type":"article","venue":"Membrane Technology","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Quarter (Canadian coin); Business; Operations management; Engineering; Advertising; History; Archaeology","score_opus":0.011154020251709152,"score_gpt":0.2088406096033817,"score_spread":0.19768658935167255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213100713","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.90068734,0.00017238453,0.00060858735,0.07600295,0.00035184275,0.00022539386,0.0000013076675,0.0013127126,0.020637516],"genre_scores_gemma":[0.9967175,0.000015618272,0.00048125492,0.0014984184,0.00081519695,0.00003579446,0.000029448875,0.000023987765,0.0003827913],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902403,0.0000029206133,0.0002680349,0.00027299862,0.000118674034,0.00031336665],"domain_scores_gemma":[0.9993779,0.000010778,0.0001395752,0.0003202984,0.00014652673,0.0000049015916],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00016243348,0.00017538827,0.00018799974,0.00061127346,0.00018898294,0.00008791849,0.00029957443,0.0002533834,0.00067352754],"category_scores_gemma":[0.000051662104,0.00016267989,0.00003975076,0.0011609434,0.00013095386,0.00087294716,0.00009226114,0.0001824082,0.0021033518],"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":[0.00006190224,0.0003324144,0.037469856,0.00034314895,0.000045775538,0.000035692545,0.000028902428,0.00035325106,0.013470906,0.87581235,0.033967946,0.038077876],"study_design_scores_gemma":[0.00079560495,0.000011592468,0.011842766,0.000037835085,0.000032524757,0.000012736679,0.000110645444,0.0028598907,0.00307426,0.007325539,0.9735482,0.00034843534],"about_ca_topic_score_codex":0.0000637813,"about_ca_topic_score_gemma":0.00041680646,"teacher_disagreement_score":0.9395802,"about_ca_system_score_codex":0.000019371964,"about_ca_system_score_gemma":0.0000091022175,"threshold_uncertainty_score":0.9986736},"labels":[],"label_agreement":null},{"id":"W4213244655","doi":"10.1093/ww/9780199540884.013.u173713","title":"Larson, Frederick H., (24 Nov. 1913–1994), General Manager, Business Development, Alberta Opportunity Co., Edmonton, Alberta (Alberta Crown Corporation), 1974–90","year":2007,"lang":"en","type":"reference-entry","venue":"Who Was Who","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Corporation; Crown (dentistry); Management; Forestry; Engineering; Archaeology; Geography; Business; Economics; Finance; Materials science","score_opus":0.04317074976201044,"score_gpt":0.2521453304173173,"score_spread":0.20897458065530686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213244655","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010144421,0.0010522491,0.0014341727,0.003060632,0.0068181297,0.0018066257,0.00007653862,0.00032303718,0.9752842],"genre_scores_gemma":[0.005001013,0.003240504,0.0008020067,0.007760154,0.009752623,0.00023206635,0.029100124,0.00048537474,0.9436261],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99181867,0.00007887163,0.0026031234,0.0020887954,0.0015537142,0.0018568366],"domain_scores_gemma":[0.9929904,0.00028474085,0.002972501,0.00163081,0.0019322815,0.0001892806],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0009960207,0.0020593458,0.0020643382,0.0017811673,0.0015234064,0.0023060795,0.0017604473,0.0019145217,0.004496719],"category_scores_gemma":[0.00073717843,0.0018878649,0.00035199086,0.0041138283,0.00038207174,0.004437172,0.00075065973,0.0015964941,0.0017927676],"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":[0.00023545077,0.0004664217,0.008911766,0.0027946932,0.00050598977,0.0001019851,0.00013412912,0.000056971367,0.000013578128,0.028152479,0.93600005,0.022626486],"study_design_scores_gemma":[0.0014289932,0.000017012248,0.028015327,0.001369033,0.00037807165,0.000026852878,0.0000713174,0.00054344663,0.000033365253,0.00066207984,0.9650065,0.0024480333],"about_ca_topic_score_codex":0.12107472,"about_ca_topic_score_gemma":0.14586072,"teacher_disagreement_score":0.03165806,"about_ca_system_score_codex":0.00042309298,"about_ca_system_score_gemma":0.0014239014,"threshold_uncertainty_score":0.9997765},"labels":[],"label_agreement":null},{"id":"W4214882105","doi":"10.1007/978-1-4614-3858-8_227","title":"Interactive Processes in the Form of Creative Cooperation","year":2013,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"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":"Human–computer interaction; Psychology; Computer science; Process management; Business","score_opus":0.027537362253839633,"score_gpt":0.23287849037366762,"score_spread":0.205341128119828,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4214882105","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012523512,0.000030157269,0.00026391915,0.0005971622,0.00008664676,0.00046203053,0.0000018905131,0.000020719626,0.9972851],"genre_scores_gemma":[0.78911996,0.00004248249,0.000052806354,0.0017986932,0.0005830106,0.00006510139,0.00031544495,0.000031183223,0.20799133],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9993106,0.0000014611567,0.00030749128,0.0001515013,0.00014570479,0.0000832505],"domain_scores_gemma":[0.99849766,0.00003994087,0.00037061924,0.00011972485,0.0009707647,0.0000012637754],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012646188,0.00017170938,0.00018880384,0.00023464764,0.00004999858,0.0001467113,0.00015896194,0.00012625169,0.0026060333],"category_scores_gemma":[0.00006018063,0.00010681997,0.000026856276,0.00019249515,0.000052750605,0.0017676227,0.000036176883,0.0001766926,0.000228403],"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":[0.000025686331,0.000028871287,0.000038178132,0.00032189602,0.000018039074,9.0723336e-7,0.00017127617,0.000005715726,0.000016233496,0.9931253,0.0033654235,0.0028824364],"study_design_scores_gemma":[0.001078822,0.0000753923,0.0044775265,0.00171276,0.00018219097,0.0000041245958,0.0019422814,0.0015050872,0.00036010315,0.5318142,0.455806,0.0010415043],"about_ca_topic_score_codex":0.00049300946,"about_ca_topic_score_gemma":0.0004211394,"teacher_disagreement_score":0.78929377,"about_ca_system_score_codex":0.00001633393,"about_ca_system_score_gemma":0.000035990925,"threshold_uncertainty_score":0.99830574},"labels":[],"label_agreement":null},{"id":"W4220900811","doi":"10.3390/jrfm15030129","title":"Application of Social Network Analysis to Visualization and Description of Industrial Clusters: A Case of the Textile Industry","year":2022,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Visualization; Computer science; Social network analysis; Cluster (spacecraft); Identification (biology); Data science; Interview; Network analysis; Cluster analysis; Quality (philosophy); Data mining; World Wide Web; Engineering; Artificial intelligence; Social media; Sociology","score_opus":0.017668269830391065,"score_gpt":0.23389062517954726,"score_spread":0.21622235534915618,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4220900811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9677978,0.000036278725,0.031500924,0.00011073192,0.00018776627,0.00021386724,0.000007413148,0.0000023499363,0.00014284],"genre_scores_gemma":[0.99944454,0.000012731022,0.00007859448,0.00009136076,0.00034759054,0.0000066387734,0.0000054672873,0.0000045039096,0.000008584432],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991025,0.000031400043,0.00049992604,0.00008625066,0.0002047356,0.00007524077],"domain_scores_gemma":[0.998521,0.000011887469,0.0011847911,0.00006993981,0.00020681672,0.0000056175886],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007236515,0.00006986099,0.0002152569,0.00038459056,0.0002201207,0.00002515578,0.00008998086,0.000065559034,0.000014226302],"category_scores_gemma":[0.000040684572,0.000059075523,0.0000649549,0.002141767,0.00004020439,0.00026545275,0.00017122962,0.00016938834,7.128007e-8],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0013518593,0.0005053423,0.4433841,0.00042043577,0.0004353231,0.00001908915,0.0016284839,0.048867263,0.00021551148,0.18776153,0.0036827056,0.31172836],"study_design_scores_gemma":[0.0027501287,0.00018430752,0.9388308,0.000101973426,0.003199756,0.000021982738,0.0061689857,0.01467674,0.000050146402,0.007988565,0.025742384,0.00028424597],"about_ca_topic_score_codex":0.00027159596,"about_ca_topic_score_gemma":0.000060154412,"teacher_disagreement_score":0.49544668,"about_ca_system_score_codex":0.000019659095,"about_ca_system_score_gemma":0.000014521239,"threshold_uncertainty_score":0.24090299},"labels":[],"label_agreement":null},{"id":"W4229663664","doi":"10.1522/revueot.v12n2.759","title":"Penser les alliances pour le XXIe siècle : des pistes pour l’action","year":2003,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art","score_opus":0.054707828466572773,"score_gpt":0.24741786095477952,"score_spread":0.19271003248820676,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229663664","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65801895,0.012997885,0.015663518,0.17593011,0.0036329008,0.0009009565,0.000038157392,0.0006135338,0.132204],"genre_scores_gemma":[0.9459731,0.00029961832,0.0049228496,0.0004618628,0.0018401449,0.00003244387,0.000102289836,0.00008561359,0.046282083],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982137,0.00007368134,0.00056475116,0.0004693649,0.00019765986,0.0004808066],"domain_scores_gemma":[0.99849445,0.00009293007,0.00041711173,0.00033390676,0.0006338574,0.000027766197],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00032431327,0.00036742093,0.0003006018,0.0002704858,0.0015979883,0.0008260107,0.00023576301,0.00026028906,0.002513051],"category_scores_gemma":[0.00045499433,0.0004219802,0.00011517729,0.0010085198,0.00033654313,0.003305597,0.000052144027,0.00026500822,0.0009221251],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000033926117,0.0012949028,0.18754067,0.0031419562,0.00021467992,0.00003660643,0.00060052774,0.00093315466,0.027294934,0.60626525,0.07431708,0.098326296],"study_design_scores_gemma":[0.0006661689,0.000019833744,0.13515708,0.00071703945,0.00018879079,0.000049804974,0.0018764874,0.001182597,0.0054615415,0.05387599,0.8001452,0.0006594336],"about_ca_topic_score_codex":0.017074773,"about_ca_topic_score_gemma":0.003500114,"teacher_disagreement_score":0.7258282,"about_ca_system_score_codex":0.00038159778,"about_ca_system_score_gemma":0.0005957613,"threshold_uncertainty_score":0.99985576},"labels":[],"label_agreement":null},{"id":"W4229699736","doi":"10.24124/2011/bpgub1492","title":"Performance elements of contracting and consulting firm operation","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Northern British Columbia","funders":"","keywords":"Valuation (finance); Profitability index; Business; Diversity (politics); Marketing; Actuarial science; Accounting; Operations management; Finance; Economics","score_opus":0.024832282293409082,"score_gpt":0.24305030620480203,"score_spread":0.21821802391139294,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229699736","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.84679097,0.00005194268,0.000014482429,0.000015987313,0.0004137225,0.00021052279,7.8766635e-7,0.00004025674,0.1524613],"genre_scores_gemma":[0.996772,0.000039428436,0.00020874695,0.00012937673,0.0002542292,0.000015020131,0.00072210544,0.000022253007,0.0018368362],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99900997,0.0000029888672,0.0005013891,0.00020339024,0.0001403527,0.00014193257],"domain_scores_gemma":[0.9986993,0.000014343014,0.0006958844,0.00009476646,0.0004920706,0.0000036278539],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026225482,0.00017841428,0.0002183344,0.0002070678,0.00016673152,0.00011077339,0.00008098616,0.0001574121,0.0004415002],"category_scores_gemma":[0.000072997,0.00016624105,0.000021997632,0.00021772362,0.000019837897,0.0014450048,0.000020288653,0.0001449099,0.000030910036],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010148769,0.00041003447,0.44575256,0.013516467,0.000340336,0.0000054644597,0.0007800655,0.000048920498,0.028954316,0.19473204,0.0013159428,0.31312898],"study_design_scores_gemma":[0.0032697904,0.00006438243,0.924899,0.0020127853,0.0005068762,0.0000050682456,0.005038733,0.037068956,0.0153325135,0.0011228347,0.008986474,0.0016926259],"about_ca_topic_score_codex":0.00050100486,"about_ca_topic_score_gemma":0.00017759833,"teacher_disagreement_score":0.4791464,"about_ca_system_score_codex":0.00000650581,"about_ca_system_score_gemma":0.000027252669,"threshold_uncertainty_score":0.67791134},"labels":[],"label_agreement":null},{"id":"W4229746658","doi":"10.22215/timreview/552","title":"Editorial: Technology Entrepreneurship (May 2012)","year":2012,"lang":"en","type":"editorial","venue":"Technology Innovation Management Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Carleton University","funders":"","keywords":"Entrepreneurship; Theme (computing); Pleasure; Management; Technology innovation; Political science; Library science; Sociology; Engineering ethics; Engineering; Computer science; Business; Psychology; Law; Economics; World Wide Web","score_opus":0.019194617910499617,"score_gpt":0.27379763414584557,"score_spread":0.254603016235346,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4229746658","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012764184,0.02147283,0.00036760964,0.015032365,0.9336161,0.0019401577,0.000016639558,0.0024258338,0.02511571],"genre_scores_gemma":[0.0001926902,0.020011848,0.00038197535,0.0022116215,0.9693907,0.000977475,0.0033961686,0.00016893029,0.0032685979],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9944967,0.000025363233,0.001980581,0.0011870611,0.0012783069,0.0010320018],"domain_scores_gemma":[0.9922027,0.000060483264,0.002629729,0.001775036,0.0033197168,0.000012307896],"candidate_categories":["metaepi_narrow","bibliometrics","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021228902,0.0010006181,0.0012909384,0.007010494,0.0003561096,0.0002514171,0.0017635747,0.0030029924,0.0010751706],"category_scores_gemma":[0.001314905,0.0009890309,0.00014553232,0.02108184,0.00035121443,0.0021590088,0.0011000442,0.0022042736,0.0036860718],"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":[0.000008779999,0.00009495212,0.00015643898,0.007188812,0.00011748024,0.000005450504,3.4954058e-7,3.6442276e-7,0.000011433511,0.32094973,0.6426577,0.028808512],"study_design_scores_gemma":[0.000508529,0.000014749212,0.000018616014,0.004058405,0.0006675003,0.0000017111288,0.000013891434,0.0000014689297,0.000012206767,0.019644303,0.97417337,0.0008852344],"about_ca_topic_score_codex":0.00002311693,"about_ca_topic_score_gemma":0.000007835129,"teacher_disagreement_score":0.33151567,"about_ca_system_score_codex":0.00019301451,"about_ca_system_score_gemma":0.00009826757,"threshold_uncertainty_score":0.999838},"labels":[],"label_agreement":null},{"id":"W4231850598","doi":"10.1007/978-3-662-46898-2_7","title":"Trilateral Teleoperation","year":2015,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University","funders":"","keywords":"Teleoperation; Computer science; Artificial intelligence; Robot","score_opus":0.05768862920999773,"score_gpt":0.23207470426630872,"score_spread":0.17438607505631099,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4231850598","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000089806745,0.00006446294,0.00022366867,0.0008356192,0.0007032401,0.00017955083,0.0000016451847,0.00019639052,0.99770564],"genre_scores_gemma":[0.03200931,0.0000074281925,0.00007819023,0.0020711722,0.003997495,0.0000057383354,0.0006536614,0.000055657565,0.9611213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991103,7.263536e-7,0.000287399,0.00023547896,0.0002346717,0.000131455],"domain_scores_gemma":[0.9990139,0.0000032342045,0.0001967049,0.00017889167,0.0006019717,0.000005311734],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001655837,0.00023983569,0.00020800914,0.000268334,0.00008255194,0.00031402218,0.00011838313,0.00027615723,0.005720714],"category_scores_gemma":[0.000013459261,0.00020503395,0.00005115195,0.000075686454,0.00002933343,0.0012425086,0.000057463727,0.00018114637,0.003976324],"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":[0.000014765554,0.000005414648,0.000021259533,0.000042929212,0.000012168918,0.0000039289794,0.0000014199283,0.000012856594,0.000012356526,0.89891964,0.09599007,0.004963165],"study_design_scores_gemma":[0.00021954917,0.000004430443,0.000095581716,0.00003750397,0.00003357204,0.0000015091434,0.00000270546,0.00042499893,0.000003107922,0.08226215,0.91663206,0.00028284095],"about_ca_topic_score_codex":0.00008070303,"about_ca_topic_score_gemma":0.000045860947,"teacher_disagreement_score":0.820642,"about_ca_system_score_codex":0.000031277086,"about_ca_system_score_gemma":0.000040624196,"threshold_uncertainty_score":0.9967992},"labels":[],"label_agreement":null},{"id":"W4232779081","doi":"10.24124/2005/bpgub357","title":"Recruitment and retention challenges of a regional centre of a resource-based region: The case study of Prince George, BC.","year":2005,"lang":"en","type":"dissertation","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia; University of British Columbia; Library and Archives Canada","funders":"University of Northern British Columbia","keywords":"George (robot); Resource (disambiguation); Natural resource; Political science; Business; History; Law","score_opus":0.10178975790820209,"score_gpt":0.279414159075501,"score_spread":0.17762440116729888,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232779081","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98342913,0.0005771094,0.000009233021,0.0014160204,0.00010254137,0.0012741879,0.0000014905031,0.000024434836,0.013165826],"genre_scores_gemma":[0.9981868,0.00011123676,0.000034547633,0.00006416095,0.00018795235,0.000047577545,0.00017418453,0.000022077607,0.0011714227],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.998528,0.000037489674,0.00068536453,0.00030481597,0.00031756886,0.00012675382],"domain_scores_gemma":[0.9974889,0.000052185253,0.0013981711,0.00033171749,0.00072340027,0.000005628677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041501934,0.00022323812,0.00036003345,0.00031938907,0.000103950675,0.000027486312,0.00014515285,0.00016757348,0.000051210707],"category_scores_gemma":[0.000037013633,0.00016328297,0.00007237755,0.0004623949,0.00006467904,0.0002796618,0.00003309322,0.00014468798,9.119088e-7],"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":[0.007403472,0.011997257,0.02771312,0.033954076,0.0015687905,0.00062687276,0.012697722,0.0008840241,0.0015070138,0.5929874,0.00964014,0.2990201],"study_design_scores_gemma":[0.012646736,0.0008378129,0.31600264,0.0069144364,0.002781036,0.00015658261,0.5862801,0.0045526144,0.0017941186,0.0032882516,0.06263584,0.0021098638],"about_ca_topic_score_codex":0.0016978555,"about_ca_topic_score_gemma":0.0062514977,"teacher_disagreement_score":0.58969915,"about_ca_system_score_codex":0.000014751427,"about_ca_system_score_gemma":0.000044040444,"threshold_uncertainty_score":0.6658486},"labels":[],"label_agreement":null},{"id":"W4232819078","doi":"10.1007/978-1-4614-6170-8_100466","title":"Interorganizational Marketing","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Business","score_opus":0.016240602492093126,"score_gpt":0.18961986200496853,"score_spread":0.1733792595128754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4232819078","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000036047437,0.0000161916,0.0039273994,0.00094279053,0.0005590346,0.00009276702,9.478503e-7,0.00019348848,0.99423134],"genre_scores_gemma":[0.035083417,0.0000059605795,0.00024811886,0.005734092,0.004581264,0.000002726415,0.00052410597,0.00009470555,0.95372564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991415,0.0000014873949,0.0002916089,0.00024727447,0.0001935275,0.00012458242],"domain_scores_gemma":[0.99906075,0.000024170446,0.0002934217,0.00016219355,0.00045593412,0.000003539132],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00029460312,0.00022492846,0.0001831646,0.00026280753,0.00010726635,0.00023661293,0.00016285658,0.00021431838,0.018294526],"category_scores_gemma":[0.000078011704,0.00021022563,0.00004923123,0.00008438399,0.00003718677,0.00037463504,0.00012051554,0.0001806693,0.0033080238],"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":[0.000010005551,0.0000027453882,0.00012703642,0.00012412167,0.000015470214,0.0000012252259,4.480199e-7,0.0000032276146,0.000010003633,0.9450617,0.048435297,0.006208712],"study_design_scores_gemma":[0.000109518005,0.0000013402307,0.00073392957,0.00013738591,0.000029326886,0.0000014174813,0.0000020310981,0.00042708847,0.0000020553862,0.02924946,0.9690258,0.0002806843],"about_ca_topic_score_codex":0.000012092099,"about_ca_topic_score_gemma":0.000013360414,"teacher_disagreement_score":0.92059046,"about_ca_system_score_codex":0.00001828327,"about_ca_system_score_gemma":0.000016552152,"threshold_uncertainty_score":0.997468},"labels":[],"label_agreement":null},{"id":"W4233388035","doi":"10.2139/ssrn.3318704","title":"Dynamic Game Plans: Using Gamification to Entrain Strategic Renewal with Environmental Velocity","year":2019,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Sequential game; Business; Computer science; Game theory; Economics; Microeconomics","score_opus":0.010980759458957986,"score_gpt":0.20652108227290064,"score_spread":0.19554032281394265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4233388035","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9911085,0.00008255773,0.006100844,0.00050866057,0.00018064554,0.00024685066,0.0000024492754,0.00004032223,0.0017291632],"genre_scores_gemma":[0.99884087,0.00005726545,0.00016107316,0.00032176808,0.0002997404,0.0000039861293,0.00006109537,0.000031506093,0.00022268362],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99799716,0.000013146202,0.00027714373,0.0002655391,0.00029918377,0.0011478022],"domain_scores_gemma":[0.9994895,0.00000721811,0.0002675127,0.00016084999,0.00005929608,0.000015656971],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00064909534,0.00019800675,0.00016103788,0.00023670858,0.00017212889,0.00023550732,0.00021253689,0.00007937778,0.0001573611],"category_scores_gemma":[0.000005973096,0.00017155141,0.00004113419,0.00044356583,0.000029801886,0.0009814448,0.000029153105,0.0006802291,0.00023140512],"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":[0.0010072968,0.00041694762,0.048377637,0.00011670849,0.0003142864,0.00001577858,0.0001591538,0.013193255,0.10982484,0.813737,0.0000223914,0.012814723],"study_design_scores_gemma":[0.007821857,0.0008473842,0.11440075,0.00044932586,0.00042158485,0.0011066222,0.016600644,0.15900445,0.000527034,0.6917476,0.004091917,0.0029808264],"about_ca_topic_score_codex":0.000117676354,"about_ca_topic_score_gemma":0.0004002246,"teacher_disagreement_score":0.1458112,"about_ca_system_score_codex":0.00060442113,"about_ca_system_score_gemma":0.0003625351,"threshold_uncertainty_score":0.69956636},"labels":[],"label_agreement":null},{"id":"W4234113875","doi":"10.1007/978-1-4614-6170-8_100712","title":"Corporate Networking","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Business; Computer science","score_opus":0.055668430949852674,"score_gpt":0.20202584054735795,"score_spread":0.14635740959750526,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234113875","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000020124706,0.000058462356,0.0030571795,0.00049762055,0.0014765305,0.00013655063,4.92229e-7,0.00025298324,0.99450004],"genre_scores_gemma":[0.0363047,0.00002269612,0.00009121059,0.0063646673,0.012590347,0.000004931806,0.00033513654,0.00009817758,0.9441881],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999017,9.046167e-7,0.00031829035,0.00028841902,0.00018556952,0.00018982968],"domain_scores_gemma":[0.99872065,0.00001048392,0.0007320571,0.0002432016,0.00028902004,0.0000046137047],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020096812,0.00029041123,0.0002687364,0.00023798959,0.00013214297,0.00029908406,0.00017393993,0.00028864597,0.0030067114],"category_scores_gemma":[0.00000612267,0.0002631061,0.00007346387,0.00009811104,0.00005064059,0.00038040653,0.00009736338,0.00024286447,0.0035500121],"study_design_candidate":"theoretical_or_conceptual","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":[0.000007248363,0.0000021686883,0.00006693897,0.00008468627,0.00001656106,0.00000427504,3.544106e-7,0.000017484406,0.000003636347,0.9382701,0.046066012,0.015460542],"study_design_scores_gemma":[0.000102592836,0.0000020524612,0.00009067961,0.000109346416,0.000038887636,9.0725695e-7,8.328299e-7,0.0009746964,7.213064e-7,0.16311924,0.8352586,0.0003014287],"about_ca_topic_score_codex":0.000037623668,"about_ca_topic_score_gemma":0.000023827935,"teacher_disagreement_score":0.7891926,"about_ca_system_score_codex":0.000014465195,"about_ca_system_score_gemma":0.000015640735,"threshold_uncertainty_score":0.9999821},"labels":[],"label_agreement":null},{"id":"W4234749453","doi":"10.1093/ww/9780199540884.013.u23574","title":"Lacroix, Prof. Robert, (born 15 April 1940), Fellow, Centre for Interuniversity Research and Analysis on Organisations, Montreal; Rector, University of Montreal, 1998–2005","year":2007,"lang":"en","type":"reference-entry","venue":"Who's Who","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Media studies; Library science; Research centre; Art history; Art; Political science; Management; History; Sociology; Computer science","score_opus":0.035438698706410574,"score_gpt":0.2585488625061396,"score_spread":0.22311016379972903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4234749453","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24818622,0.002637399,0.0051027094,0.009809987,0.0017189917,0.0057615326,0.001917175,0.00060353335,0.7242625],"genre_scores_gemma":[0.3294487,0.021207158,0.0005652131,0.0007224078,0.0037619318,0.000012907143,0.016147388,0.00027540198,0.6278589],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975543,0.000053552674,0.00042076,0.0007793832,0.0005857098,0.00060631183],"domain_scores_gemma":[0.9974868,0.00019660562,0.00061045104,0.0005052797,0.001156814,0.000044015862],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008168661,0.00041277675,0.0008085525,0.001913567,0.00073236576,0.00021037711,0.00049239496,0.0005947064,0.00030527977],"category_scores_gemma":[0.000109886154,0.00043102272,0.00020549147,0.0026527047,0.00026375332,0.00079305266,0.00031196774,0.00062841235,0.000040806175],"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":[0.001435702,0.00068812026,0.017219389,0.0022587741,0.0016968115,0.000045038716,0.00052905764,0.00010793951,0.000010988084,0.008504176,0.9320528,0.035451237],"study_design_scores_gemma":[0.0017869454,0.00007067454,0.07238149,0.0009006352,0.001466719,8.3978813e-7,0.0021168932,0.0030748788,0.000022731963,0.0012643528,0.9162099,0.00070394657],"about_ca_topic_score_codex":0.025663184,"about_ca_topic_score_gemma":0.049365316,"teacher_disagreement_score":0.09640358,"about_ca_system_score_codex":0.0002861745,"about_ca_system_score_gemma":0.0001861401,"threshold_uncertainty_score":0.99981415},"labels":[],"label_agreement":null},{"id":"W4235301270","doi":"10.32920/14637027.v1","title":"Restructuring the Academic Library: Teams-based Management and the Merger of Interlibrary Loans with Circulation and Reserve","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Toronto Metropolitan University","funders":"","keywords":"Restructuring; Circulation (fluid dynamics); Interlibrary loan; Business; Academic library; Accounting; Finance; Library science; Computer science; Engineering","score_opus":0.014078523356019666,"score_gpt":0.20664766119472908,"score_spread":0.1925691378387094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4235301270","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9695691,0.0007361903,0.0011592474,0.013418821,0.00020276956,0.00074762065,0.0000020033929,0.00008922817,0.01407506],"genre_scores_gemma":[0.996962,0.00018467012,0.0005767406,0.0015966686,0.000247994,0.000050084185,0.00013738697,0.000032164826,0.0002122526],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99880666,0.000039363913,0.00039617604,0.0003686115,0.00023928224,0.00014989071],"domain_scores_gemma":[0.99900895,0.00006276383,0.00043017865,0.0004066348,0.00008574112,0.0000057259617],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00035694073,0.0002368421,0.00026067972,0.00021249983,0.0001777772,0.000549435,0.00031018915,0.00016123893,0.00012168348],"category_scores_gemma":[0.000017467417,0.00012263517,0.000045533663,0.0005420448,0.00029922058,0.0014494258,0.0009446937,0.00053944334,7.607743e-7],"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":[0.0012593603,0.00005784766,0.3333777,0.007897417,0.0006657183,0.000024359126,0.00052299595,0.0076710256,0.00024629213,0.6326892,0.0030451827,0.012542925],"study_design_scores_gemma":[0.0024829158,0.0000080428545,0.90075713,0.0021157598,0.00036892248,0.0000047427475,0.0028397415,0.05545208,0.00034317432,0.032227412,0.002830635,0.00056942314],"about_ca_topic_score_codex":0.00032195484,"about_ca_topic_score_gemma":0.000024783956,"teacher_disagreement_score":0.6004618,"about_ca_system_score_codex":0.000006480865,"about_ca_system_score_gemma":0.00003686892,"threshold_uncertainty_score":0.5298214},"labels":[],"label_agreement":null},{"id":"W4236488490","doi":"10.1522/cla.gag.coo","title":"Cooperatives, politique et developpement","year":2004,"lang":"fr","type":"book","venue":"Classiques des sciences sociales.","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science","score_opus":0.1654630517689511,"score_gpt":0.33446990043953806,"score_spread":0.16900684867058696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236488490","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012300919,0.0027642066,0.004642379,0.019222474,0.0017229277,0.0007145103,0.000030447456,0.00026932303,0.9694036],"genre_scores_gemma":[0.69464195,0.0028275833,0.008366483,0.017374637,0.0049717585,0.00010993173,0.00092452654,0.00018497856,0.27059817],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9960741,0.00013090167,0.00095727283,0.0010084707,0.0007799013,0.0010493575],"domain_scores_gemma":[0.99687856,0.00011939594,0.00094450644,0.0002552348,0.0017556248,0.000046668392],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["sts"],"category_scores_codex":[0.0016207993,0.0008085686,0.00070786057,0.000579225,0.0024917626,0.0020462237,0.00090170925,0.0007479662,0.0011708665],"category_scores_gemma":[0.00030546324,0.0007901493,0.00020979905,0.0019354806,0.032008477,0.0047649047,0.0004268643,0.0007403351,0.0005306848],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.000011179481,0.00015045368,0.0021774974,0.0009490441,0.000057095833,0.0000206076,0.0002069783,0.00019268661,0.00004702551,0.9803484,0.013473979,0.0023650452],"study_design_scores_gemma":[0.00038877645,0.00006872211,0.004871151,0.0018138179,0.0000815468,0.0000073020083,0.00026301655,0.00019661993,0.00007124722,0.43782693,0.55346954,0.0009413139],"about_ca_topic_score_codex":0.0041840905,"about_ca_topic_score_gemma":0.006107073,"teacher_disagreement_score":0.69880545,"about_ca_system_score_codex":0.008794467,"about_ca_system_score_gemma":0.023693388,"threshold_uncertainty_score":0.9997422},"labels":[],"label_agreement":null},{"id":"W4236539212","doi":"10.33423/jabe.v22i3.2859","title":"Customer-Oriented Competitive Advantage in the Airline Industry","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Competitive advantage; Industrial organization; Marketing","score_opus":0.01700502648734122,"score_gpt":0.20612699929693348,"score_spread":0.18912197280959225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236539212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9604101,0.000035971076,0.00028208684,0.0105027035,0.0002305273,0.0001280748,0.0000022557545,0.000009867959,0.028398393],"genre_scores_gemma":[0.9908036,0.00007962615,0.00012112374,0.0076150973,0.0013500578,0.000002756854,0.000012125121,0.000012462325,0.0000031380885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991921,0.0000032749494,0.00046657436,0.0001236967,0.0000746107,0.00013971029],"domain_scores_gemma":[0.99918336,0.00002465857,0.0005140261,0.000069029644,0.0001972933,0.000011637291],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031642424,0.00013288717,0.0002534581,0.0001595562,0.00007926601,0.00016151597,0.00017292648,0.000110876856,0.00005273367],"category_scores_gemma":[0.000029117493,0.00009794786,0.000028407554,0.0006501461,0.000059976726,0.00093127333,0.00005600449,0.00040816824,0.000018716693],"study_design_candidate":"theoretical_or_conceptual","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":[0.00085877365,0.00019502638,0.02002463,0.00026778068,0.000048866208,0.000040361603,0.00037535062,0.004671478,0.0004267055,0.96113247,0.0014202928,0.010538258],"study_design_scores_gemma":[0.006963832,0.000055895984,0.30040422,0.00017981135,0.00017383971,0.000069634894,0.023442158,0.009608251,0.00015419051,0.008524316,0.6495188,0.00090506446],"about_ca_topic_score_codex":0.000014006334,"about_ca_topic_score_gemma":0.000013136139,"teacher_disagreement_score":0.95260817,"about_ca_system_score_codex":0.000015448351,"about_ca_system_score_gemma":0.00003589259,"threshold_uncertainty_score":0.39941975},"labels":[],"label_agreement":null},{"id":"W4236844039","doi":"10.22215/etd/2004-05853","title":"Networks and linkages among firms and organizations in the Ottawa-region technology cluster: a follow-up study","year":2004,"lang":"en","type":"dissertation","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"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":"Cluster (spacecraft); Economic geography; Regional science; Business; Marketing; Geography; Engineering; Computer science; Computer network","score_opus":0.0081696707254492,"score_gpt":0.2198691095223949,"score_spread":0.21169943879694572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4236844039","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.991091,0.00021528284,0.00056620437,0.0014432226,0.00045075556,0.001044678,3.0647996e-7,0.00013359013,0.005054942],"genre_scores_gemma":[0.99765426,0.00005652457,0.000014443503,0.000431761,0.0002948204,0.00008065539,0.00042203287,0.000036141148,0.0010093522],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989069,0.000013571196,0.00037482133,0.0003648523,0.00014048458,0.0001993743],"domain_scores_gemma":[0.99917,0.000028982928,0.00027839115,0.0002058773,0.0003124868,0.000004273651],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026445487,0.00026901602,0.00025584758,0.0006599393,0.00032115055,0.00044416607,0.00019973476,0.00041377623,0.000023098739],"category_scores_gemma":[0.00011424629,0.000196598,0.000017018367,0.002606881,0.00006385316,0.0007442381,0.000057233603,0.0003991232,0.000005061827],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000044660188,0.00036286592,0.92585766,0.00041633198,0.00007772277,0.00003165234,0.0010008967,0.0006010484,0.000008391629,0.06321779,0.0016995724,0.0066813985],"study_design_scores_gemma":[0.001721122,0.000037129692,0.9726392,0.00023719987,0.00017544243,0.0000043289415,0.01706707,0.0026034242,0.000002678916,0.0042329673,0.000854597,0.00042484203],"about_ca_topic_score_codex":0.001233648,"about_ca_topic_score_gemma":0.018461175,"teacher_disagreement_score":0.058984824,"about_ca_system_score_codex":0.000015879838,"about_ca_system_score_gemma":0.000026708341,"threshold_uncertainty_score":0.9994494},"labels":[],"label_agreement":null},{"id":"W4237388215","doi":"10.22215/etd/2009-08866","title":"Competitive actions of companies whose revenue relies on open source software","year":2009,"lang":"en","type":"dissertation","venue":"","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":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Revenue; Open source; Software; Computer science; Open source software; Business; World Wide Web; Operating system; Accounting","score_opus":0.03621701539542343,"score_gpt":0.2824672897092006,"score_spread":0.24625027431377716,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237388215","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.11466131,0.00009266254,0.0002437519,0.0010038834,0.0012438245,0.00096899696,0.000042264714,0.00024600996,0.88149726],"genre_scores_gemma":[0.9214877,0.000048127295,0.0005573437,0.0018443995,0.0009501005,0.00005333097,0.0065077436,0.00007738747,0.0684739],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99893826,0.0000085333995,0.0003913357,0.00028187397,0.00022428483,0.00015572681],"domain_scores_gemma":[0.9983919,0.00003954398,0.000650188,0.00024295948,0.00067050214,0.0000048953257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013439034,0.0002555165,0.00038972296,0.00035650394,0.00026379348,0.00035313427,0.0003983728,0.00020211747,0.0003813271],"category_scores_gemma":[0.00011773375,0.00024138915,0.00007240134,0.00062930124,0.000036533853,0.0010858717,0.000055322795,0.00026588756,0.00018022694],"study_design_candidate":"theoretical_or_conceptual","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":[0.0005225225,0.00042958104,0.00047147847,0.0009964582,0.00010294372,0.0000033203394,0.00019279645,0.00034859014,0.0002957059,0.9098344,0.056394998,0.030407213],"study_design_scores_gemma":[0.0011490892,0.000098540906,0.21255642,0.003091912,0.00028089364,0.0000014159245,0.008509615,0.0001691249,0.0012255466,0.016505713,0.7552747,0.0011370205],"about_ca_topic_score_codex":0.0017158907,"about_ca_topic_score_gemma":0.0030227364,"teacher_disagreement_score":0.89332867,"about_ca_system_score_codex":0.00002289952,"about_ca_system_score_gemma":0.00005754053,"threshold_uncertainty_score":0.9843564},"labels":[],"label_agreement":null},{"id":"W4237715957","doi":"10.1007/978-1-4939-7131-2_100838","title":"Organization Sets","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Business","score_opus":0.022622869603563998,"score_gpt":0.20565175834646626,"score_spread":0.18302888874290227,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237715957","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016986448,0.000012977212,0.0006252689,0.0005888145,0.0006450579,0.00012513046,0.000001375378,0.00026388624,0.99756765],"genre_scores_gemma":[0.018701704,0.000013349659,0.0001442115,0.004431642,0.0043883175,0.0000017662333,0.0010744923,0.00011460523,0.9711299],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992674,4.314181e-7,0.00022212604,0.0002322883,0.00016410224,0.00011367672],"domain_scores_gemma":[0.9986711,0.0000038033456,0.00024384097,0.00019328932,0.0008848699,0.000003080784],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007820658,0.00020725111,0.00015050842,0.00023893663,0.00012179585,0.00023852005,0.000131108,0.00026777553,0.045718905],"category_scores_gemma":[0.000025014751,0.00018918676,0.000027748014,0.00016919854,0.000047191286,0.00080666534,0.000083900886,0.00011157336,0.013227333],"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":[0.0000026771618,0.000004717958,0.000068092435,0.000074632444,0.000013492353,0.0000018545969,0.0000019369347,6.674688e-7,0.000014280852,0.8703906,0.12790044,0.0015266377],"study_design_scores_gemma":[0.000106741405,0.0000027596834,0.0003602014,0.00006433992,0.00004293674,0.0000013192226,0.00000392596,0.00008470223,0.0000166277,0.0906546,0.90836996,0.0002919136],"about_ca_topic_score_codex":0.000024879453,"about_ca_topic_score_gemma":0.000020210487,"teacher_disagreement_score":0.7804695,"about_ca_system_score_codex":0.000017936043,"about_ca_system_score_gemma":0.000022219998,"threshold_uncertainty_score":0.98754096},"labels":[],"label_agreement":null},{"id":"W4237940196","doi":"10.1007/978-3-319-24612-3_1056","title":"Competitiveness","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Business","score_opus":0.03433446832622145,"score_gpt":0.20646025635170578,"score_spread":0.17212578802548434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4237940196","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000069921007,0.000035102013,0.00060049427,0.002679152,0.00044689624,0.0001337577,0.000002972854,0.0002376951,0.99585694],"genre_scores_gemma":[0.03456765,0.000017095412,0.000110745816,0.014966592,0.005338709,0.000007116727,0.00066931976,0.00011008547,0.9442127],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992272,5.3667407e-7,0.0002226007,0.00026968287,0.00017290558,0.000107033185],"domain_scores_gemma":[0.9993922,0.000007898542,0.0002003894,0.00014053642,0.00025430508,0.000004649111],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000054073473,0.00023637523,0.00023824572,0.00014653798,0.00008273885,0.00018643975,0.00016150126,0.00018382426,0.012357041],"category_scores_gemma":[0.000009873892,0.00021991284,0.00007014605,0.00008367824,0.00004854204,0.0005439293,0.00010843639,0.00021030576,0.0062912563],"study_design_candidate":"theoretical_or_conceptual","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":[0.000010908553,0.0000042697757,0.000036278827,0.0001631491,0.000019063129,0.000012795385,6.042958e-7,0.0000022323718,0.000014219989,0.99112535,0.006135653,0.0024754938],"study_design_scores_gemma":[0.00012080727,0.0000023619084,0.0002620248,0.00008188679,0.000034755387,6.8535127e-7,0.0000038429143,0.0001240427,0.0000049724345,0.069375046,0.92971253,0.0002770206],"about_ca_topic_score_codex":0.0000314061,"about_ca_topic_score_gemma":0.0000141349965,"teacher_disagreement_score":0.9235769,"about_ca_system_score_codex":0.000012701645,"about_ca_system_score_gemma":0.000022079254,"threshold_uncertainty_score":0.99448246},"labels":[],"label_agreement":null},{"id":"W4238599763","doi":"10.1057/978-1-137-00772-8_791","title":"Models (Formalization in Strategy)","year":2018,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Computer science; Management science; Focus (optics); Formal description; Formal methods; Natural (archaeology); Artificial intelligence; Software engineering; Programming language; Engineering; Geography","score_opus":0.038282389600057073,"score_gpt":0.2258086763444836,"score_spread":0.1875262867444265,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4238599763","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00086738,0.00012333012,0.0007623837,0.00004032083,0.0004382079,0.0004915713,0.000012296589,0.00015750162,0.997107],"genre_scores_gemma":[0.9908087,0.000024468703,0.000055253724,0.00065854593,0.0016723267,0.000023948898,0.00047366248,0.000110365385,0.006172718],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99802184,0.0000044822796,0.00068743684,0.00051812484,0.0003645192,0.00040357854],"domain_scores_gemma":[0.9985519,0.000011668025,0.0005375183,0.00042378312,0.0004604509,0.000014671615],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00028244074,0.000529757,0.00043711803,0.0008440533,0.00013875277,0.00029697872,0.0003216107,0.0005131846,0.0016316668],"category_scores_gemma":[0.000011763369,0.0005268885,0.00011058476,0.0001171873,0.00013414268,0.000022000026,0.00014734779,0.00030870753,0.00069949235],"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":[0.000042214244,5.8338225e-7,0.0001034515,0.00019374317,0.000025544761,0.00001887158,0.000027183112,0.0001464795,0.000024374944,0.99487364,0.00011900324,0.004424915],"study_design_scores_gemma":[0.00043301636,0.0000151336435,0.00039627624,0.0002708158,0.00004697291,0.0000032383603,0.000023719029,0.0058905785,0.000016900885,0.98819226,0.0040968186,0.0006142497],"about_ca_topic_score_codex":0.00021887687,"about_ca_topic_score_gemma":0.00050473266,"teacher_disagreement_score":0.9909343,"about_ca_system_score_codex":0.00006235986,"about_ca_system_score_gemma":0.00006367081,"threshold_uncertainty_score":0.99971825},"labels":[],"label_agreement":null},{"id":"W4239499895","doi":"10.1007/978-3-319-28099-8_1056-1","title":"Competitiveness","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Lakehead University","funders":"","keywords":"Business","score_opus":0.039740833783581835,"score_gpt":0.23028182358266547,"score_spread":0.19054098979908363,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4239499895","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000013737061,0.000039268496,0.00022675854,0.0007608249,0.0007874814,0.00012857083,0.0000027662404,0.00014290203,0.9978977],"genre_scores_gemma":[0.016552493,0.000016249494,0.00003319422,0.0014653935,0.002776676,0.000004267259,0.0002445448,0.000052020605,0.97885513],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99925166,4.2600016e-7,0.00019397977,0.00025245745,0.00016807283,0.0001334254],"domain_scores_gemma":[0.9988772,0.0000069151124,0.00038744067,0.0003662018,0.00035887616,0.0000033498675],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000108237145,0.00024036776,0.00024031103,0.00019029764,0.0002670522,0.00045502276,0.00028726226,0.00023418406,0.01117325],"category_scores_gemma":[0.000014439217,0.00021747926,0.00007266615,0.000014735709,0.00009512788,0.0009487684,0.00013018341,0.00018777621,0.0042555146],"study_design_candidate":"theoretical_or_conceptual","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":[0.000007676213,0.000005203222,0.0000803025,0.00011952782,0.000018273877,0.000010877771,4.1389646e-7,9.594896e-7,0.000006259111,0.98871243,0.004138021,0.006900052],"study_design_scores_gemma":[0.0001285912,0.0000014227502,0.0010788018,0.00015383169,0.00003301376,0.0000010000787,0.0000014944796,0.000038749655,0.0000032592518,0.087133236,0.9111491,0.0002774901],"about_ca_topic_score_codex":0.00010581087,"about_ca_topic_score_gemma":0.00007313632,"teacher_disagreement_score":0.9070111,"about_ca_system_score_codex":0.000013571244,"about_ca_system_score_gemma":0.000025017214,"threshold_uncertainty_score":0.9965198},"labels":[],"label_agreement":null},{"id":"W4240432644","doi":"10.3386/w26320","title":"What's the Big Idea? Multi-Function Products, Firm Scope and Firm Boundaries","year":2019,"lang":"en","type":"report","venue":"National Bureau of Economic Research","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":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Peking University; University of Toronto; Social Sciences and Humanities Research Council of Canada; Canadian Institute for Advanced Research; Syracuse University","keywords":"Scope (computer science); Business; Function (biology); Industrial organization; Commerce; Computer science; Evolutionary biology; Biology; Programming language","score_opus":0.3087592710750791,"score_gpt":0.4285151959416774,"score_spread":0.1197559248665983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240432644","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05247448,0.026658917,0.00007399558,0.041340217,0.031949647,0.005975168,0.00008438572,0.00018143828,0.84126174],"genre_scores_gemma":[0.9647057,0.0034302133,0.000055365294,0.00035150966,0.009043477,0.00015919277,0.0016890566,0.00008359769,0.020481862],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99721295,0.000036270267,0.0006625704,0.0005889456,0.0011611014,0.0003381903],"domain_scores_gemma":[0.99359715,0.00023519882,0.0006067286,0.00036772309,0.005183321,0.000009861196],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0054626605,0.0002529002,0.0003731586,0.0008758941,0.0006397399,0.0024040793,0.00039800358,0.00032970254,0.00029432675],"category_scores_gemma":[0.0014192702,0.00020061647,0.00006965994,0.00062577997,0.000632897,0.0026268733,0.0003081934,0.0007071682,0.00035089394],"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":[0.00027306273,0.00016094712,0.0038668632,0.003111508,0.00034934923,0.0000020648822,0.000045054378,0.00027964963,0.00022039823,0.6278604,0.33746395,0.026366737],"study_design_scores_gemma":[0.00059701066,0.0000320167,0.025916819,0.00041969598,0.000047360914,0.000007238656,0.00020768434,0.001155665,0.00004341169,0.060606506,0.9106341,0.000332516],"about_ca_topic_score_codex":0.0037894854,"about_ca_topic_score_gemma":0.00063087285,"teacher_disagreement_score":0.91223127,"about_ca_system_score_codex":0.00036641496,"about_ca_system_score_gemma":0.0030967034,"threshold_uncertainty_score":0.99863154},"labels":[],"label_agreement":null},{"id":"W4240591166","doi":"10.1007/978-1-4939-7131-2_100543","title":"Inter-organizational Marketing","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Business; Business administration","score_opus":0.018735082699297752,"score_gpt":0.20122867750799325,"score_spread":0.1824935948086955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4240591166","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000073995296,0.00001789312,0.001163471,0.00072165724,0.000762366,0.00011305575,0.0000021184007,0.00020554793,0.9969399],"genre_scores_gemma":[0.014810227,0.000006159258,0.00031853616,0.003867626,0.00770738,0.000002907235,0.00057275704,0.000100563484,0.9726139],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990487,0.0000014388293,0.00031604338,0.00028953972,0.00019895729,0.00014533027],"domain_scores_gemma":[0.998717,0.000019388384,0.00030814155,0.00018662124,0.0007647488,0.000004119682],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028933282,0.00024739618,0.00017727482,0.000297081,0.0001398989,0.0002769051,0.00018505927,0.00024227827,0.08040145],"category_scores_gemma":[0.00007951046,0.00023071376,0.000051238752,0.0001257405,0.000072886374,0.00067848514,0.00016553926,0.0001681724,0.006654734],"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":[0.000016542454,0.0000061084056,0.00014902453,0.00011230685,0.000024065896,0.0000025306247,0.000001570678,3.5694904e-7,0.000012931042,0.89382654,0.103912964,0.0019350542],"study_design_scores_gemma":[0.00011585601,0.0000023729265,0.00043533536,0.0001734321,0.00003538624,0.0000019832792,0.000007475003,0.00021218036,0.000004517898,0.09855149,0.900132,0.00032794394],"about_ca_topic_score_codex":0.000013949242,"about_ca_topic_score_gemma":0.000021359092,"teacher_disagreement_score":0.79621905,"about_ca_system_score_codex":0.00002423814,"about_ca_system_score_gemma":0.000028184064,"threshold_uncertainty_score":0.9941187},"labels":[],"label_agreement":null},{"id":"W4241216116","doi":"10.4171/owr/2014/51","title":"Combinatorial Optimization","year":2015,"lang":"en","type":"article","venue":"Oberwolfach Reports","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Mathematics","score_opus":0.034705362049059,"score_gpt":0.22976162184967802,"score_spread":0.19505625980061903,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4241216116","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17737025,0.00007375548,0.014347393,0.0017968126,0.010494332,0.00041849175,5.1908387e-7,0.0006001817,0.7948983],"genre_scores_gemma":[0.9967221,7.3865783e-7,0.00060017314,0.00054169336,0.0016205576,0.000013483082,0.00013648828,0.000020097084,0.00034464974],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899197,0.0000043273803,0.00033581365,0.00021726747,0.00028307133,0.00016757818],"domain_scores_gemma":[0.9989069,0.0000042357537,0.00031690262,0.00022436952,0.0005346501,0.000012902835],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046048444,0.000117581505,0.00012298615,0.00013257028,0.00009874239,0.00023859862,0.00006550784,0.00008633018,0.0001804813],"category_scores_gemma":[0.00022598736,0.00011192573,0.000029877512,0.0006004076,0.000027353462,0.0014950029,0.00005529789,0.00008424157,0.000111607675],"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":[0.00013006834,0.00050291454,0.12736149,0.00016054857,0.000052707797,0.0006277254,0.00007079905,0.07950365,0.00026284764,0.6790512,0.10549543,0.0067806],"study_design_scores_gemma":[0.0017987674,0.000031724827,0.01665223,0.000058921054,0.00009771433,0.00017083493,0.00018241898,0.04337627,0.000287546,0.11346778,0.8229347,0.0009410867],"about_ca_topic_score_codex":0.0002715,"about_ca_topic_score_gemma":0.000004142939,"teacher_disagreement_score":0.81935185,"about_ca_system_score_codex":0.000030078008,"about_ca_system_score_gemma":0.00005039993,"threshold_uncertainty_score":0.45641986},"labels":[],"label_agreement":null},{"id":"W4242357546","doi":"10.22215/timreview1074","title":"Platforms for Innovation and Internationalization","year":2017,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Internationalization; Business; Economic geography; Industrial organization; Knowledge management; Computer science; International trade; Economics","score_opus":0.04627060525719066,"score_gpt":0.30594859819760656,"score_spread":0.2596779929404159,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242357546","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32030964,0.005155498,0.3078598,0.1821923,0.0029663804,0.010941008,0.000019891384,0.0023912285,0.16816427],"genre_scores_gemma":[0.9737996,0.002568408,0.00402985,0.01593741,0.00048836914,0.00083277974,0.0009821049,0.000047717756,0.0013137996],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99872357,0.000001172089,0.000624324,0.00031172513,0.00016486144,0.00017435908],"domain_scores_gemma":[0.99728715,0.000006750818,0.0010730788,0.0004526707,0.0011783129,0.0000020126795],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007207666,0.00017517792,0.00021470971,0.0014633712,0.0006051142,0.00029507675,0.00038674366,0.00011659743,0.00006960516],"category_scores_gemma":[0.00044666714,0.00016505035,0.000019665018,0.0024268797,0.00012717396,0.002099985,0.00023347285,0.000100645935,0.000047075304],"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":[0.000007133525,0.000019783894,0.0040374463,0.0020668344,0.000028125209,6.98343e-7,6.047775e-7,8.4878593e-7,0.00008769089,0.88046163,0.005897158,0.10739204],"study_design_scores_gemma":[0.0008643376,0.000012506281,0.015685165,0.0013880309,0.000093556744,0.0000025273068,0.000022854982,0.00090315216,0.000095598756,0.51146156,0.46916106,0.0003096545],"about_ca_topic_score_codex":0.00000802058,"about_ca_topic_score_gemma":0.0000041778135,"teacher_disagreement_score":0.65348995,"about_ca_system_score_codex":0.00002757809,"about_ca_system_score_gemma":0.000008555838,"threshold_uncertainty_score":0.67305577},"labels":[],"label_agreement":null},{"id":"W4242523695","doi":"10.3917/riges.402.0109","title":"Utiliser l’analytique du sport en affaires : cinq principes de base","year":2015,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Philosophy; Humanities","score_opus":0.029931012970326194,"score_gpt":0.23602757362112414,"score_spread":0.20609656065079796,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242523695","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.77140623,0.0019724038,0.003736774,0.19107132,0.0028278767,0.000384898,0.0000052777277,0.0002706074,0.028324576],"genre_scores_gemma":[0.9878929,0.000115886825,0.00050079345,0.0012663519,0.0028008334,0.0000186298,0.00016296668,0.000032264692,0.007209354],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986716,0.00002983713,0.0003517766,0.00030669093,0.0002627165,0.00037740043],"domain_scores_gemma":[0.99872106,0.000023298504,0.00024895725,0.00022675759,0.00074234203,0.000037570313],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001365223,0.00023661573,0.00020486838,0.00024635353,0.00014165111,0.00028345446,0.00016224023,0.00031698102,0.0004649673],"category_scores_gemma":[0.00046764166,0.00024973985,0.00006143966,0.00078666443,0.000080776845,0.0026244333,0.00009008314,0.00026958936,0.000621156],"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":[0.00023085768,0.0003982866,0.40079296,0.00086250773,0.0000652876,0.00014367832,0.00027818102,0.0045869583,0.00031501983,0.5037607,0.059234895,0.029330662],"study_design_scores_gemma":[0.00069523713,0.000022833387,0.39810964,0.00040069118,0.00018208365,0.000024762956,0.00048929296,0.027234351,0.00023213407,0.005748182,0.5664569,0.00040384452],"about_ca_topic_score_codex":0.0019178668,"about_ca_topic_score_gemma":0.00025827307,"teacher_disagreement_score":0.50722206,"about_ca_system_score_codex":0.00017318167,"about_ca_system_score_gemma":0.0001942706,"threshold_uncertainty_score":0.99999547},"labels":[],"label_agreement":null},{"id":"W4242685665","doi":"10.22215/timreview763","title":"Generative Innovation Practices, Customer Creativity, and the Adoption of New Technology Products","year":2014,"lang":"en","type":"article","venue":"Technology Innovation Management Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Creativity; Generative grammar; Business; Open innovation; Marketing; Financial services; Industrial organization; Knowledge management; Computer science; Finance; Political science; Artificial intelligence","score_opus":0.04076834625968871,"score_gpt":0.291007640670999,"score_spread":0.25023929441131026,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4242685665","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14496264,0.014582226,0.085796766,0.6471112,0.0010244675,0.008778501,0.0000030533668,0.0017094192,0.09603177],"genre_scores_gemma":[0.96385205,0.007901228,0.011879135,0.013543531,0.0005832075,0.0004608248,0.0003064884,0.000052395353,0.0014211165],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981183,0.000029318771,0.0009535246,0.0004206527,0.00026400192,0.00021419229],"domain_scores_gemma":[0.9951363,0.000025789052,0.0026425598,0.00055774534,0.0016349553,0.000002654057],"candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.0021202508,0.0002483252,0.0004446149,0.002474388,0.00020220157,0.000077866825,0.00034146983,0.00018660002,0.000054288015],"category_scores_gemma":[0.0015966261,0.00018504699,0.00002090727,0.021298166,0.00042807136,0.001142961,0.00029769796,0.0003019284,0.000089841094],"study_design_candidate":"theoretical_or_conceptual","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":[0.000022861204,0.000040495503,0.0017457008,0.0018018953,0.00005093454,4.3260775e-7,0.0000039068104,0.0000034297962,0.00042283512,0.825337,0.0075006587,0.16306989],"study_design_scores_gemma":[0.0018388738,0.00003004466,0.0035735997,0.0012976802,0.00033381456,0.000009601002,0.00012991446,0.0003277196,0.0006756388,0.1701056,0.821318,0.00035952186],"about_ca_topic_score_codex":0.000032479118,"about_ca_topic_score_gemma":0.0000052185865,"teacher_disagreement_score":0.81888944,"about_ca_system_score_codex":0.000025187166,"about_ca_system_score_gemma":0.000029217046,"threshold_uncertainty_score":0.9995046},"labels":[],"label_agreement":null},{"id":"W42427626","doi":"","title":"Washington value leades sold to canada's wine giant","year":2001,"lang":"en","type":"article","venue":"˜The œWine spectator","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Wine; Value (mathematics); Art; Geography; Advertising; Cartography; Business; Visual arts; Mathematics; Statistics","score_opus":0.014844841243899867,"score_gpt":0.21158790704342237,"score_spread":0.1967430657995225,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W42427626","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85364383,0.00006768985,0.0010700126,0.09538568,0.001722365,0.00053586595,0.000006436578,0.00026522222,0.04730287],"genre_scores_gemma":[0.98069155,0.0000022684426,0.00010614258,0.0103077805,0.0058967136,0.0000126528785,0.00003386656,0.000039865987,0.0029091444],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986098,0.0000080701475,0.00030837487,0.00030494962,0.00035137203,0.00041745242],"domain_scores_gemma":[0.9992642,0.000021684562,0.00014029561,0.00033730993,0.0002147223,0.000021793856],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023688829,0.00022835513,0.00019812485,0.00014898926,0.00032635505,0.0002756936,0.00036476436,0.000053385127,0.0004232513],"category_scores_gemma":[0.000056453948,0.00017081635,0.000044949633,0.0012546584,0.000039166684,0.000476246,0.00010593476,0.00018362797,0.00029503868],"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":[0.0004927842,0.0004268293,0.026393387,0.000348107,0.00018739684,0.00031993972,0.00028311202,0.0023310592,0.02687538,0.16662592,0.7506789,0.025037194],"study_design_scores_gemma":[0.00069206435,0.000020299634,0.11488087,0.000064875894,0.000044827848,0.000014491336,0.000514009,0.0036146971,0.0005830274,0.0015277042,0.87753075,0.0005123784],"about_ca_topic_score_codex":0.2774748,"about_ca_topic_score_gemma":0.19257404,"teacher_disagreement_score":0.16509822,"about_ca_system_score_codex":0.00009231396,"about_ca_system_score_gemma":0.000117671305,"threshold_uncertainty_score":0.8221594},"labels":[],"label_agreement":null},{"id":"W4244901927","doi":"10.22215/etd/2010-09149","title":"Achievement, need and the distribution of scarce resources","year":2010,"lang":"en","type":"dissertation","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Distribution (mathematics); Humanities; Computer science; Political science; Mathematics; Philosophy","score_opus":0.009324555855814095,"score_gpt":0.21700994558601078,"score_spread":0.20768538973019668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4244901927","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91591763,0.00009605877,0.000093883405,0.001346291,0.00051493134,0.00031088752,0.0000051928887,0.00004817373,0.08166696],"genre_scores_gemma":[0.99331033,0.000020369062,0.000011806481,0.00025485287,0.00048609474,0.000019106104,0.0027278173,0.000015447915,0.0031541572],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99921054,0.000006555513,0.00030954613,0.00016805294,0.00019103217,0.00011424801],"domain_scores_gemma":[0.9989958,0.000028687306,0.00046298603,0.00016581385,0.0003438834,0.000002848155],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00038192215,0.00016202564,0.0002109533,0.00010889568,0.00018733527,0.0001914691,0.000159777,0.00020305734,0.00011813768],"category_scores_gemma":[0.000089144494,0.00010309671,0.000049095117,0.000425622,0.000114090086,0.00044592717,0.000036059046,0.00025587948,0.0000129962455],"study_design_candidate":"theoretical_or_conceptual","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":[0.0008736471,0.0000737971,0.0042011193,0.0010683069,0.000073818475,4.696658e-7,0.00017791893,0.0000037789273,0.0029038026,0.97576636,0.0029127595,0.011944238],"study_design_scores_gemma":[0.0047646104,0.00001911843,0.7091565,0.0004238295,0.00066299736,0.0000014649185,0.0049523134,0.002183691,0.0024050772,0.030019883,0.2444892,0.00092132785],"about_ca_topic_score_codex":0.0013134144,"about_ca_topic_score_gemma":0.0005554189,"teacher_disagreement_score":0.9457465,"about_ca_system_score_codex":0.000004051054,"about_ca_system_score_gemma":0.000012278993,"threshold_uncertainty_score":0.42041618},"labels":[],"label_agreement":null},{"id":"W4246263076","doi":"10.1007/978-1-4939-7131-2_100448","title":"Graphs in Economy","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Economics; Business","score_opus":0.02590332506801233,"score_gpt":0.20585743046293803,"score_spread":0.1799541053949257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246263076","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00028114565,0.000027723054,0.00004022292,0.0004767976,0.00034357212,0.00014674851,6.044433e-7,0.000085312655,0.99859786],"genre_scores_gemma":[0.045277026,0.000018469083,0.000084632025,0.006650844,0.0027229253,0.00001375303,0.0002504023,0.00008081587,0.9449011],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99923486,4.774426e-7,0.0002937308,0.00025672241,0.000068569665,0.00014564523],"domain_scores_gemma":[0.99942315,0.000005554265,0.00019897372,0.00018593071,0.00018363085,0.0000027589901],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012852089,0.0002111265,0.00020154865,0.0005822863,0.000045955254,0.00016995742,0.000146939,0.00023878388,0.016875368],"category_scores_gemma":[0.000005381324,0.00019918742,0.000053267828,0.000108102926,0.00006185612,0.00091373024,0.00006755159,0.00016303155,0.004067867],"study_design_candidate":"theoretical_or_conceptual","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":[0.000006748558,0.00000615641,0.00020316768,0.000074814605,0.000008753941,0.0000039149186,0.0000014209827,7.0161474e-7,0.0000011583102,0.9681354,0.030141886,0.0014158572],"study_design_scores_gemma":[0.000107550484,0.0000016630743,0.000284549,0.000049503265,0.000008161171,3.1194034e-7,0.0000033207407,0.000058868947,0.0000011307646,0.40732288,0.5919893,0.0001727488],"about_ca_topic_score_codex":0.00011079694,"about_ca_topic_score_gemma":0.00026333632,"teacher_disagreement_score":0.5618474,"about_ca_system_score_codex":0.000017783861,"about_ca_system_score_gemma":0.000018472767,"threshold_uncertainty_score":0.99670756},"labels":[],"label_agreement":null},{"id":"W4246741499","doi":"10.1057/978-1-137-00772-8_544","title":"Logic of Consequences and Logic of Appropriateness","year":2018,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":17,"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 British Columbia","funders":"","keywords":"Action (physics); Archetype; Rationality; Epistemology; Bounded rationality; Cognition; Sociology; Point (geometry); Psychology; Computer science; Mathematics; Artificial intelligence; Philosophy","score_opus":0.04188081766701132,"score_gpt":0.2336608359652745,"score_spread":0.1917800182982632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4246741499","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.005604729,0.00045018434,0.0001787433,0.00009881076,0.0003518373,0.0004097279,0.000026789916,0.00005560874,0.99282354],"genre_scores_gemma":[0.99780333,0.00003967612,0.00020250687,0.0002925651,0.00050526863,0.00000865826,0.00008042687,0.000041349904,0.0010261894],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99842304,0.000006944647,0.00066251564,0.00040116103,0.0002850483,0.00022130887],"domain_scores_gemma":[0.9977762,0.00003247468,0.0011195457,0.00033297658,0.0007272894,0.000011510109],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00027367932,0.00039253305,0.00064022053,0.00040223924,0.00007746641,0.000062546285,0.0002683336,0.00037110577,0.0007130879],"category_scores_gemma":[0.000039079277,0.0003244479,0.00010338475,0.00006709119,0.001260095,0.0000056098106,0.00018143312,0.00015118929,0.000048600734],"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":[0.00006197352,9.979912e-7,0.00028291377,0.0008631636,0.00007117,0.00000892686,0.000022163353,7.756259e-7,0.002658861,0.99349445,0.000015308375,0.0025193188],"study_design_scores_gemma":[0.0003090835,0.000050376373,0.00073482236,0.00032521965,0.00012335484,0.000007269332,0.000044699234,0.000024252147,0.0008871369,0.99643767,0.00069273845,0.00036338632],"about_ca_topic_score_codex":0.00017754007,"about_ca_topic_score_gemma":0.00005593497,"teacher_disagreement_score":0.99219865,"about_ca_system_score_codex":0.000011782653,"about_ca_system_score_gemma":0.000041546467,"threshold_uncertainty_score":0.9999208},"labels":[],"label_agreement":null},{"id":"W4247295545","doi":"10.1016/s0969-4765(08)70141-3","title":"L-1 revenue soars","year":2008,"lang":"en","type":"article","venue":"Biometric Technology Today","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Quarter (Canadian coin); Revenue; Business; Agricultural economics; Commerce; Finance; Economics; Geography; Archaeology","score_opus":0.027592953033659662,"score_gpt":0.22168724111818797,"score_spread":0.1940942880845283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247295545","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9683314,0.000594951,0.001464341,0.008187764,0.00091972155,0.00019411552,0.0000041277435,0.0008997053,0.019403905],"genre_scores_gemma":[0.9972258,0.000044805085,0.00056364876,0.00073006534,0.00038288036,0.000019281566,0.000019262498,0.000017518212,0.000996725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99913806,0.0000021931082,0.000216475,0.00023985223,0.00014506745,0.00025835785],"domain_scores_gemma":[0.99935627,0.000011803664,0.0001609963,0.00027195728,0.00019458565,0.00000440209],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00014890067,0.0001291571,0.00015369315,0.004510042,0.00025080293,0.000032194952,0.00029091083,0.00026020053,0.00017115421],"category_scores_gemma":[0.00027431358,0.0001221158,0.00003515188,0.016988507,0.00020129039,0.00055316585,0.000113893795,0.00016293835,0.0010222899],"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":[0.0000364684,0.00036505738,0.28697625,0.00013469173,0.00006935314,0.0001803636,0.00001409457,0.000005921098,0.010422027,0.41109315,0.15292081,0.13778184],"study_design_scores_gemma":[0.00058571866,0.000019652754,0.14259695,0.000019867537,0.00002342362,0.0000564566,0.000033948792,0.00010988793,0.0015966492,0.012655783,0.8419499,0.0003518016],"about_ca_topic_score_codex":0.00007886267,"about_ca_topic_score_gemma":0.0000038542803,"teacher_disagreement_score":0.68902904,"about_ca_system_score_codex":0.00002342858,"about_ca_system_score_gemma":0.000020796366,"threshold_uncertainty_score":0.9997555},"labels":[],"label_agreement":null},{"id":"W4247641215","doi":"10.4018/9781931777162.ch005","title":"Virtual Transactional and Relational Exchanges","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Manitoba","funders":"","keywords":"Transactional leadership; Transactional analysis; Computer science; Psychology; Social psychology","score_opus":0.03801513581510512,"score_gpt":0.21388474275188105,"score_spread":0.17586960693677592,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4247641215","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00038796008,0.0001301025,0.00097087474,0.0002235629,0.00060934393,0.0001640667,0.000033760472,0.000120916906,0.9973594],"genre_scores_gemma":[0.8456514,0.00001245543,0.0002067091,0.00273304,0.003824129,0.000024273773,0.00012914038,0.00008275261,0.14733608],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989564,0.000001807703,0.00027208735,0.00033198556,0.0002654681,0.00017224673],"domain_scores_gemma":[0.9993808,0.0000098810815,0.000236625,0.00013426477,0.00022610229,0.000012309523],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00009382535,0.00030057452,0.00022464772,0.00013602417,0.00016721881,0.00011703349,0.00010300283,0.0003687358,0.0007739559],"category_scores_gemma":[0.0000066470034,0.00030330566,0.00007152585,0.000032707736,0.00011907626,0.00042723824,0.00004729667,0.00021778283,0.0003284834],"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":[0.00005714342,0.0000069285434,0.00006192127,0.00005098611,0.00004612949,0.000007551176,0.00000632802,0.0000020447615,0.0000062085833,0.9878344,0.001831958,0.0100883925],"study_design_scores_gemma":[0.00033878285,0.00001464012,0.0023209115,0.00011547708,0.00009786306,0.000015753309,0.0000065219683,0.00003968736,0.000002400242,0.762185,0.2344613,0.0004016979],"about_ca_topic_score_codex":0.00010108668,"about_ca_topic_score_gemma":0.00007709024,"teacher_disagreement_score":0.8500233,"about_ca_system_score_codex":0.000039755596,"about_ca_system_score_gemma":0.000048959682,"threshold_uncertainty_score":0.9999419},"labels":[],"label_agreement":null},{"id":"W4248117653","doi":"10.32920/ryerson.14647752","title":"How and Why Privatization is Still Widely Used as a Policy Tool in Canada: a Qualitative Study","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Ideology; Politics; Government (linguistics); Public policy; Empirical evidence; Public economics; Economics; Business; Political science; Economic growth","score_opus":0.04494794516338602,"score_gpt":0.28649103766321754,"score_spread":0.24154309249983152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248117653","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97586536,0.000037026985,0.0012931013,0.019673068,0.00022389839,0.00094776985,0.000007053014,0.000047982063,0.001904723],"genre_scores_gemma":[0.9918428,0.000009646458,0.0001399089,0.0069664153,0.00032079816,0.00009210222,0.0002492606,0.000029898041,0.00034917158],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99823236,0.000050265357,0.0004632666,0.0005773686,0.00043005063,0.0002467075],"domain_scores_gemma":[0.99852985,0.00005099626,0.00042544908,0.000299651,0.0006867001,0.0000073401566],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004087255,0.00032608016,0.00041925543,0.00051032833,0.00007788193,0.0011700406,0.00018084726,0.00014542478,0.0001226548],"category_scores_gemma":[0.00048677146,0.00031673198,0.000028654236,0.0014069036,0.000028033044,0.0013924933,0.00051418203,0.0003370208,0.0000027128267],"study_design_candidate":"observational","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":[0.00032138443,0.0015418481,0.3666453,0.00557615,0.00086414843,0.00027314798,0.07896295,0.0015831374,0.00042248855,0.5117813,0.017097455,0.014930691],"study_design_scores_gemma":[0.0048891264,0.00005725307,0.5027357,0.0011374734,0.000258643,0.0000037949396,0.4034539,0.018223222,0.00016828382,0.05049042,0.01559428,0.0029879415],"about_ca_topic_score_codex":0.9653523,"about_ca_topic_score_gemma":0.92963916,"teacher_disagreement_score":0.46129087,"about_ca_system_score_codex":0.0003038663,"about_ca_system_score_gemma":0.0016039241,"threshold_uncertainty_score":0.9999285},"labels":[],"label_agreement":null},{"id":"W4248501125","doi":"10.1287/mnsc.1110.1477","title":"Management Insights","year":2011,"lang":"en","type":"article","venue":"Management Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Blame; Health care; Operations management; Business; Unit (ring theory); Focus (optics); Competitive advantage; Case mix index; Medical emergency; Medicine; Marketing; Nursing; Psychology; Economics","score_opus":0.03505326523942208,"score_gpt":0.21623317739985587,"score_spread":0.18117991216043378,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248501125","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0660482,0.00001534551,0.0033643902,0.00018852174,0.0007870012,0.00033286872,1.15593075e-7,0.00023777418,0.92902577],"genre_scores_gemma":[0.9933398,0.000013848302,0.0027026196,0.0018347689,0.00016398249,0.00004197305,0.000004497902,0.000013597024,0.0018849338],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983258,0.0000025796328,0.00024367652,0.00049580936,0.0005276649,0.00040445634],"domain_scores_gemma":[0.9992807,0.0000021092274,0.00013584291,0.00043625874,0.00013169728,0.000013428506],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00046122604,0.000170886,0.00010341705,0.0008907667,0.00049637025,0.00033292713,0.00081095693,0.000027127446,0.0004970868],"category_scores_gemma":[0.0000069554117,0.00015196422,0.000032626795,0.0033893613,0.0003013664,0.0032329268,0.00054163975,0.00006958243,0.0015355772],"study_design_candidate":"theoretical_or_conceptual","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":[0.000012524895,0.00008996327,0.0017502682,0.00010753779,0.000012695896,0.00004897496,0.00003823918,0.000009817038,0.000068345296,0.97776437,0.0010505146,0.019046778],"study_design_scores_gemma":[0.00089745474,0.000017056536,0.6054722,0.000111236295,0.0001066558,0.0000023272435,0.0011760739,0.0025017236,0.0005819255,0.11595136,0.27237484,0.0008071413],"about_ca_topic_score_codex":0.000064043365,"about_ca_topic_score_gemma":0.0000061083015,"teacher_disagreement_score":0.9272916,"about_ca_system_score_codex":0.000036552814,"about_ca_system_score_gemma":0.00000576108,"threshold_uncertainty_score":0.9992418},"labels":[],"label_agreement":null},{"id":"W4248737307","doi":"10.1504/ijesb.2018.10010377","title":"Profitable Growth Through International High-Technology Product and Market Development","year":2018,"lang":"en","type":"article","venue":"International Journal of Entrepreneurship and Small Business","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"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 Laval","funders":"","keywords":"New product development; Entrepreneurship; Business; Context (archaeology); Industrial organization; Product (mathematics); Customer needs; Marketing; Exploratory research; Emerging markets; Face (sociological concept); Commerce; Finance","score_opus":0.020176851615214243,"score_gpt":0.22867874751424758,"score_spread":0.20850189589903334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248737307","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9699069,0.00019063667,0.0023869802,0.016721308,0.0037466304,0.00012540127,0.0000017962908,0.000045697907,0.0068746423],"genre_scores_gemma":[0.99368423,0.00013218913,0.0027393328,0.0008480968,0.002273054,0.0000057422426,0.000018327375,0.00001790105,0.00028113442],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987081,0.000010352741,0.00051034725,0.00027354612,0.0003094974,0.00018813439],"domain_scores_gemma":[0.99551874,0.000028400544,0.00054056087,0.00009923347,0.0037993996,0.000013690336],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00037079252,0.00018655027,0.00020491458,0.00057377975,0.0001230252,0.00039008545,0.0004342519,0.000082360595,0.00024742572],"category_scores_gemma":[0.00040279978,0.00016010048,0.000024755356,0.0005143948,0.00018899287,0.0016780297,0.00024871764,0.00015774317,0.000019862051],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012149545,0.00045653735,0.7137534,0.00020071359,0.0005286248,0.00013525967,0.0002541165,0.000015932203,0.004278879,0.18621285,0.0040599597,0.08888876],"study_design_scores_gemma":[0.0027922736,0.00004042814,0.79215705,0.00047157865,0.000093789284,0.0005188617,0.00020018104,0.00021020153,0.00697694,0.03860126,0.15735407,0.00058339123],"about_ca_topic_score_codex":0.000098111545,"about_ca_topic_score_gemma":0.000034681972,"teacher_disagreement_score":0.1532941,"about_ca_system_score_codex":0.00003745909,"about_ca_system_score_gemma":0.0000755036,"threshold_uncertainty_score":0.6528708},"labels":[],"label_agreement":null},{"id":"W4248905093","doi":"10.1007/978-1-4939-7131-2_100217","title":"Corporate Networking","year":2018,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Business; Computer science","score_opus":0.06815680429908184,"score_gpt":0.21297121641658723,"score_spread":0.1448144121175054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248905093","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000074431315,0.000063021194,0.00050831056,0.00032560478,0.0018474709,0.00014699022,8.69707e-7,0.00025194406,0.99678135],"genre_scores_gemma":[0.011441012,0.000024581585,0.00011833404,0.004568819,0.019291895,0.0000044108915,0.00031704878,0.00009511261,0.9641388],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99900633,6.6838055e-7,0.0003076608,0.00030203548,0.00018661542,0.0001966889],"domain_scores_gemma":[0.99861497,0.000006765922,0.000690799,0.00024372019,0.00043928184,0.00000446636],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00016950101,0.00028663588,0.00023257521,0.00024313181,0.0001510514,0.0003204477,0.00018052077,0.00029452966,0.013886143],"category_scores_gemma":[0.000005278927,0.0002587633,0.00006718151,0.00012217683,0.00009044016,0.0006897526,0.00011872004,0.0002005297,0.0075366176],"study_design_candidate":"theoretical_or_conceptual","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":[0.000011125047,0.00000369211,0.000055694192,0.00006319123,0.000021854874,0.0000069358484,0.0000010741905,0.0000024052044,0.000004430559,0.8673299,0.12800032,0.004499361],"study_design_scores_gemma":[0.00008644763,0.0000028659517,0.00007024962,0.000108276006,0.000036679838,9.910569e-7,0.0000022068962,0.00037225473,0.0000013657162,0.2295381,0.7695037,0.000276879],"about_ca_topic_score_codex":0.0000309249,"about_ca_topic_score_gemma":0.000031731848,"teacher_disagreement_score":0.6415034,"about_ca_system_score_codex":0.00001688568,"about_ca_system_score_gemma":0.000021820682,"threshold_uncertainty_score":0.99998647},"labels":[],"label_agreement":null},{"id":"W4249416417","doi":"10.3917/riges.274.0009","title":"Tirer le plein potentiel d'un groupe d'achats","year":2002,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.026580630469720104,"score_gpt":0.19782108120077466,"score_spread":0.17124045073105454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249416417","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47544163,0.021540834,0.011056567,0.3869376,0.012821539,0.0007976017,0.000012060976,0.0006071452,0.09078502],"genre_scores_gemma":[0.96972543,0.00028412306,0.00033557165,0.0012472337,0.0018787702,0.000016012167,0.00013442298,0.000039694107,0.02633873],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99862516,0.000025270147,0.00036059812,0.00034517687,0.00024466403,0.00039913246],"domain_scores_gemma":[0.9991395,0.000016324253,0.0002407833,0.00023554971,0.00035258022,0.000015257352],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031811112,0.00024580344,0.00018378522,0.00023304755,0.0003993576,0.00041333702,0.00015321565,0.0003178661,0.0037192765],"category_scores_gemma":[0.000101718106,0.00027955775,0.00007441765,0.0010075683,0.00009292538,0.003170658,0.00007389883,0.00028759852,0.0037060408],"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":[0.0000319396,0.0006059918,0.0050446503,0.0006160974,0.00005258883,0.000039477967,0.00008127947,0.00049713376,0.001380796,0.51311606,0.064904,0.41363],"study_design_scores_gemma":[0.0013722515,0.000032016,0.18802583,0.0005091984,0.00016252934,0.000022250293,0.00011969519,0.059625443,0.0002994798,0.0097487215,0.73935646,0.00072611275],"about_ca_topic_score_codex":0.00073816464,"about_ca_topic_score_gemma":0.00002431674,"teacher_disagreement_score":0.6744525,"about_ca_system_score_codex":0.000043583215,"about_ca_system_score_gemma":0.000012131518,"threshold_uncertainty_score":0.99996567},"labels":[],"label_agreement":null},{"id":"W4249942053","doi":"10.1002/9781119571988.contrib","title":"List of Authors","year":2018,"lang":"en","type":"other","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Concordia University; Université TÉLUQ","funders":"","keywords":"Citation; Library science; Computer science; World Wide Web","score_opus":0.02197037332253689,"score_gpt":0.23355632445930707,"score_spread":0.21158595113677017,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4249942053","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000058382797,0.000022132168,0.00031957089,0.00019551549,0.00081674044,0.00008799669,0.0000012987593,0.00019071913,0.99830765],"genre_scores_gemma":[0.0059362915,0.0000038388594,0.0002468151,0.00042224175,0.0030472467,0.0000032074086,0.00008079864,0.00016593562,0.99009365],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99949604,0.000001271755,0.0001586786,0.00013732527,0.00011222655,0.000094459],"domain_scores_gemma":[0.99940914,0.0000021640744,0.0002959022,0.00016932278,0.00012162703,0.0000018289055],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008950219,0.00012389904,0.00015727036,0.00035059708,0.000021238986,0.000049998704,0.00013554683,0.0001899346,0.054861866],"category_scores_gemma":[0.000020646392,0.00010245461,0.00003255305,0.00045029048,0.000067704445,0.00017331004,0.00004786838,0.000046853253,0.0018725217],"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":[0.0000025313354,0.000014680165,0.0003767947,0.00021709313,0.000011939198,3.5827858e-7,4.6335984e-7,5.074356e-8,0.000022941716,0.15903823,0.83963656,0.00067832245],"study_design_scores_gemma":[0.00008031405,0.0000019060577,0.0004368215,0.0001049254,0.000019438721,1.0923537e-7,0.0000075749217,0.00004146664,0.000015021894,0.0010174173,0.9981507,0.00012431326],"about_ca_topic_score_codex":0.0015767735,"about_ca_topic_score_gemma":0.00024807293,"teacher_disagreement_score":0.1585141,"about_ca_system_score_codex":0.0000030149845,"about_ca_system_score_gemma":0.000010678798,"threshold_uncertainty_score":0.99890465},"labels":[],"label_agreement":null},{"id":"W4250126693","doi":"10.4236/ti.2008.21006","title":"Research and Development Cooperation between Rivals: A Novel Motive beyond New Knowledge","year":2011,"lang":"en","type":"article","venue":"Technology and Investment","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Quality (philosophy); Incentive; Product (mathematics); Process (computing); Business; Constraint (computer-aided design); Selection (genetic algorithm); Marketing; New product development; Industrial organization; Microeconomics; Process management; Economics; Computer science","score_opus":0.16093136976110992,"score_gpt":0.30269032434187015,"score_spread":0.14175895458076024,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250126693","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95602,0.00045223616,0.0017399426,0.0013890396,0.00009010014,0.00035834522,7.839169e-7,0.00017746702,0.03977207],"genre_scores_gemma":[0.9955028,0.000012070433,0.003293001,0.0004921675,0.00016567955,0.00003947374,0.000025449854,0.0000124134185,0.00045694227],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99915165,0.000005708902,0.00022173325,0.00028604292,0.00009370563,0.00024116527],"domain_scores_gemma":[0.9995012,0.0000147570245,0.00007072372,0.0001350337,0.00026304153,0.00001524282],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041797193,0.0001349408,0.00014774846,0.00079537445,0.00037071918,0.00006826357,0.00011885314,0.00020251588,0.000058037822],"category_scores_gemma":[0.000046685534,0.00012030146,0.0000059761287,0.0009988227,0.00032817753,0.00059260277,0.00024038086,0.00022899067,0.00009793573],"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":[0.000013535853,0.000101561294,0.016629433,0.000042799194,0.000028115212,0.000001079848,0.00025119673,1.280368e-7,0.0006051039,0.966668,0.0009837766,0.0146752875],"study_design_scores_gemma":[0.0022643565,0.00020679107,0.29489335,0.00016453752,0.00005297786,0.000009198424,0.0013364633,0.00019150453,0.016190466,0.43887472,0.24517386,0.00064179907],"about_ca_topic_score_codex":0.00009775154,"about_ca_topic_score_gemma":0.00004078137,"teacher_disagreement_score":0.5277933,"about_ca_system_score_codex":0.000027282387,"about_ca_system_score_gemma":0.0000730634,"threshold_uncertainty_score":0.49057513},"labels":[],"label_agreement":null},{"id":"W4250356448","doi":"10.4018/9781599049434.ch071","title":"Interorganizational Relationships in the Context of SMEs' B2B E-Commerce","year":2011,"lang":"en","type":"book-chapter","venue":"Electronic Commerce","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Business; Context (archaeology); E-commerce; Knowledge management; Commerce; Industrial organization; Computer science; World Wide Web; Geography","score_opus":0.040956126316740324,"score_gpt":0.2236607397823183,"score_spread":0.18270461346557798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4250356448","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0029052612,0.0006378561,0.0005004184,0.005553313,0.00024575042,0.0005071322,0.000006778736,0.00006713295,0.98957634],"genre_scores_gemma":[0.96570814,0.00007150773,0.000010369076,0.0033699044,0.00039572755,0.000013623876,0.0004379335,0.00006264404,0.029930165],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857014,0.000024407067,0.0005818119,0.0002693852,0.0002617402,0.00029251038],"domain_scores_gemma":[0.99857754,0.00012318029,0.0005498481,0.00041622313,0.00032847468,0.0000047542503],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00067456847,0.00029764822,0.00032279483,0.00037476714,0.0001624275,0.00006975011,0.0005734104,0.00027283558,0.0016311974],"category_scores_gemma":[0.00008438838,0.00025356605,0.000085460015,0.00035909298,0.00011489798,0.0005105593,0.00011023967,0.0011069323,0.00029382468],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000331486,0.000047041463,0.001738657,0.00006595957,0.00003401502,0.0000011744937,0.00015179392,0.0000022794043,0.000009894892,0.9857397,0.008582964,0.0035933703],"study_design_scores_gemma":[0.00058104313,0.00003177587,0.022227462,0.0002469375,0.00011177455,0.00000791926,0.00025289858,0.00010845425,0.000008726224,0.15815066,0.8178117,0.00046062988],"about_ca_topic_score_codex":0.00026680555,"about_ca_topic_score_gemma":0.0010700636,"teacher_disagreement_score":0.9628029,"about_ca_system_score_codex":0.00008576798,"about_ca_system_score_gemma":0.00011067141,"threshold_uncertainty_score":0.99999166},"labels":[],"label_agreement":null},{"id":"W4252039043","doi":"10.1108/00400910210757040","title":"Co‐opetition provides the Halifax with tailor‐made training","year":2002,"lang":"en","type":"article","venue":"Education + Training","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Pace; Competition (biology); Training (meteorology); Business; Public relations; Marketing; Engineering; Management; Political science; Economics","score_opus":0.07436044036967678,"score_gpt":0.25276342887495945,"score_spread":0.1784029885052827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252039043","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22098647,0.00022666928,0.002604953,0.040366117,0.0011470156,0.00074700575,0.000002601561,0.00043840395,0.73348075],"genre_scores_gemma":[0.98920554,0.0000035129374,0.00048697588,0.0064343764,0.0023267104,0.000121337565,0.00012151657,0.00003167543,0.001268365],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99899524,0.0000149133675,0.00026192403,0.00025230035,0.00020694597,0.00026867568],"domain_scores_gemma":[0.99922734,0.000041153333,0.0002585079,0.00019773813,0.00026405146,0.000011221826],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003716016,0.00017505034,0.00013204181,0.00019800979,0.0005451196,0.0005317413,0.00017990528,0.00006189246,0.0009265715],"category_scores_gemma":[0.00010237747,0.00012719377,0.00003297252,0.0008412443,0.00010791849,0.0019244767,0.000010107627,0.00019853437,0.00024474564],"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":[0.00004331762,0.0002900577,0.004216867,0.00024270851,0.000057042787,0.0000029143118,0.009137168,0.00031342573,0.0014011638,0.739223,0.048952293,0.19612004],"study_design_scores_gemma":[0.001102684,0.000052161384,0.027348058,0.0005049368,0.00012472665,0.000043865948,0.055682313,0.0079741,0.0002283726,0.020854853,0.88518906,0.0008948663],"about_ca_topic_score_codex":0.00012694037,"about_ca_topic_score_gemma":0.000029925983,"teacher_disagreement_score":0.8362368,"about_ca_system_score_codex":0.000029630704,"about_ca_system_score_gemma":0.00009683415,"threshold_uncertainty_score":0.9999867},"labels":[],"label_agreement":null},{"id":"W4252418311","doi":"10.1080/17501220508668475","title":"Book Review","year":2005,"lang":"en","type":"article","venue":"Journal of Sustainable Tourism","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Northern British Columbia","funders":"","keywords":"Publishing; Tourism; Regional science; Political science; Geography; Law","score_opus":0.009204575630060257,"score_gpt":0.22774853663560138,"score_spread":0.21854396100554113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252418311","genre_codex":"review","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"commentary","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0078045824,0.54644233,0.0023805697,0.2503569,0.0007925994,0.0006355229,3.070506e-7,0.00010392541,0.19148327],"genre_scores_gemma":[0.20809913,0.030902168,0.0011955743,0.58262134,0.031461686,0.000019284986,0.000014067955,0.000111446,0.14557531],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998935,0.000006205136,0.0004919951,0.00007681532,0.00024690965,0.00024310326],"domain_scores_gemma":[0.99795914,0.0000113083015,0.0006462427,0.00011137857,0.0012617074,0.000010209316],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007201759,0.00010802302,0.00022481801,0.00027368963,0.00011614602,0.00013202248,0.0001931656,0.000050865783,0.0023214365],"category_scores_gemma":[0.0001586829,0.00008690506,0.00008667397,0.0005732141,0.000022983777,0.0043097185,0.0000478813,0.00021498953,0.00011470614],"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":[0.000018249984,0.000049759627,0.00004458354,0.0008794153,0.000013325078,0.00018542295,0.000004176471,0.00004813285,0.000021589058,0.019346857,0.9757077,0.0036807922],"study_design_scores_gemma":[0.00032240097,0.00001028036,0.0006479867,0.00033550707,0.000054361306,0.000032835083,0.00013457001,0.000046397006,0.000035810514,0.0014524172,0.9968232,0.00010427033],"about_ca_topic_score_codex":0.00002427483,"about_ca_topic_score_gemma":3.5745302e-7,"teacher_disagreement_score":0.5155401,"about_ca_system_score_codex":0.000060179405,"about_ca_system_score_gemma":0.000069176065,"threshold_uncertainty_score":0.9985906},"labels":[],"label_agreement":null},{"id":"W4252485096","doi":"10.4018/9781591403630.ch003","title":"Risk and Investment in the Global Telecommunications Industry","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Business Strategy and Innovation","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":"York University","funders":"","keywords":"Business; Telecommunications; Investment (military); Industrial organization; Computer science; Political science","score_opus":0.0371345899086898,"score_gpt":0.23978135216034896,"score_spread":0.20264676225165917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252485096","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004233447,0.00027125014,0.000019615858,0.00042312744,0.00016861297,0.00037151173,0.000036843787,0.000062371735,0.9944132],"genre_scores_gemma":[0.9862955,0.000024312585,0.00013364319,0.008628302,0.00061125105,0.000048405906,0.000043770884,0.000028292126,0.004186479],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9989181,0.000012757169,0.00036890578,0.00028328525,0.00019794435,0.0002189874],"domain_scores_gemma":[0.99891734,0.000014489989,0.00038925445,0.00053701416,0.00013100091,0.000010899193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027692437,0.00030639174,0.00023002923,0.000082001614,0.00021673137,0.0002521188,0.00048232643,0.0005726966,0.000063578234],"category_scores_gemma":[0.000028968256,0.00024458795,0.000054761837,0.00011365277,0.0001683607,0.0002592477,0.0002450277,0.0006800525,0.00012192988],"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":[0.00001220782,0.000018047796,0.0047740755,0.00002932096,0.000025099245,0.0000066381526,0.000014278916,0.0000014841148,1.9443308e-7,0.98906916,0.0017982722,0.0042512077],"study_design_scores_gemma":[0.00023909335,0.0000072449566,0.021732409,0.00009956912,0.00008779521,0.000007304529,0.000036729733,0.0000147441615,2.3391586e-7,0.8299433,0.14757936,0.00025223062],"about_ca_topic_score_codex":0.0020812708,"about_ca_topic_score_gemma":0.0014789425,"teacher_disagreement_score":0.99022675,"about_ca_system_score_codex":0.0000972972,"about_ca_system_score_gemma":0.000068114365,"threshold_uncertainty_score":0.9974007},"labels":[],"label_agreement":null},{"id":"W4252633124","doi":"10.1007/978-3-319-15347-6_227","title":"Interactive Processes in the Form of Creative Cooperation","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"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":"Process management; Business; Computer science","score_opus":0.032811080897113896,"score_gpt":0.23707807050051724,"score_spread":0.20426698960340334,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252633124","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003053339,0.000028298657,0.00042112527,0.0017256424,0.000074649724,0.00035393907,0.0000032666355,0.000025256773,0.9970625],"genre_scores_gemma":[0.95009744,0.000032214597,0.000041931704,0.003640263,0.0006978772,0.000029638875,0.0003921761,0.000030154722,0.045038313],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993248,0.00000145601,0.0002945346,0.0001644642,0.00014828783,0.00006642975],"domain_scores_gemma":[0.99890554,0.000036038287,0.0003353292,0.00009213401,0.00062945514,0.0000014770737],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000102014885,0.00016404701,0.00019679428,0.00016727358,0.0000455595,0.00011014987,0.00015804113,0.000104197825,0.0006963972],"category_scores_gemma":[0.00008551095,0.00010722397,0.000028944576,0.00025031288,0.00004464169,0.0011703917,0.000041261927,0.00019760488,0.000088417415],"study_design_candidate":"theoretical_or_conceptual","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":[0.000060539565,0.000021119151,0.000036843496,0.0004063823,0.000019538878,0.0000026282603,0.00022833043,0.000006565893,0.000018509765,0.9959488,0.0017766242,0.0014741046],"study_design_scores_gemma":[0.001199325,0.0001034523,0.0022548037,0.0015237088,0.0002361795,0.0000037195978,0.0022919693,0.0018648135,0.0004742617,0.47146922,0.51755226,0.0010263117],"about_ca_topic_score_codex":0.00015573594,"about_ca_topic_score_gemma":0.00031675177,"teacher_disagreement_score":0.95202416,"about_ca_system_score_codex":0.00001419989,"about_ca_system_score_gemma":0.00004425742,"threshold_uncertainty_score":0.7625061},"labels":[],"label_agreement":null},{"id":"W4252807892","doi":"10.24124/2013/bpgub1561","title":"Intrinsic motivation at University of Northern British Columbia's Information Technology department: a practical guide for IT managers","year":2013,"lang":"en","type":"dissertation","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Plan (archaeology); Columbia university; Intrinsic motivation; Engine department; Action plan; Action (physics); Management; Public relations; Library science; Engineering; Sociology; Engineering management; Psychology; Political science; Computer science; Media studies; Geography; Social psychology; Economics","score_opus":0.01085504738187664,"score_gpt":0.21159942267011878,"score_spread":0.20074437528824213,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252807892","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9133009,0.000017731903,0.0030466958,0.0015472578,0.0006199667,0.0020311566,0.00002823694,0.00026129888,0.07914679],"genre_scores_gemma":[0.9309659,0.000076677024,0.0024348295,0.00076541206,0.00031096037,0.000082271006,0.02398068,0.000059777965,0.0413235],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988942,0.000004435516,0.0004637408,0.000225387,0.00020790548,0.00020430572],"domain_scores_gemma":[0.99712,0.000032477405,0.0009386484,0.0001670351,0.0017347685,0.0000070231927],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00015118202,0.00015366932,0.00025965023,0.00035449152,0.0002939492,0.00035956665,0.00016926347,0.00042750372,0.0008723542],"category_scores_gemma":[0.00031241862,0.00024125808,0.000073498,0.00079069566,0.000049540253,0.0032170557,0.0000625785,0.0001404582,0.00018089806],"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":[0.00059976015,0.0004925717,0.054366913,0.006188407,0.0005157626,0.000016246302,0.00015065665,0.000092932234,0.0003835077,0.064917274,0.69652796,0.175748],"study_design_scores_gemma":[0.002415359,0.000064027256,0.1794293,0.00045731687,0.00046563294,0.000007980312,0.006301487,0.001492776,0.00010006389,0.0067668073,0.8015891,0.0009101642],"about_ca_topic_score_codex":0.016158769,"about_ca_topic_score_gemma":0.15511602,"teacher_disagreement_score":0.17483784,"about_ca_system_score_codex":0.000118600816,"about_ca_system_score_gemma":0.00007864213,"threshold_uncertainty_score":0.9903927},"labels":[],"label_agreement":null},{"id":"W4252988586","doi":"10.1108/s1571-5027(2013)0000026004","title":"Editors’ Introduction","year":2013,"lang":"en","type":"other","venue":"Advances in international management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Management; Library science; Database transaction; Work (physics); Sociology; Political science; Engineering; Economics; Computer science; Database","score_opus":0.00690596247814983,"score_gpt":0.23559599164459832,"score_spread":0.22869002916644848,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4252988586","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000005772394,0.00033211996,0.0013828326,0.0028067168,0.029246613,0.0003601657,0.0000025171048,0.00020166262,0.9656616],"genre_scores_gemma":[0.0020294695,0.0013953579,0.0013958872,0.0013146381,0.110674776,0.00030931647,0.00069943164,0.0002912803,0.8818898],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987859,0.0000034787608,0.00028914583,0.00039279732,0.0003466405,0.0001820125],"domain_scores_gemma":[0.9993482,0.000005217031,0.00033955398,0.00021669477,0.00008647152,0.000003850826],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00010615729,0.00022554852,0.00016307017,0.0011023856,0.000027800364,0.00017365154,0.0003834944,0.00010971356,0.00971276],"category_scores_gemma":[0.000020239759,0.00022499762,0.000036942645,0.00045665004,0.000042433065,0.0015786021,0.00017276265,0.0001514134,0.0022852374],"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":[0.000006384818,0.000045764627,0.00024722682,0.00016605141,0.000028502438,0.000005117584,9.079449e-7,0.000118854594,8.797322e-7,0.31069586,0.6705208,0.018163662],"study_design_scores_gemma":[0.00027981968,0.0000019430324,0.00057527504,0.00015476861,0.0000142467115,4.2618234e-7,0.000034828223,0.00038153506,0.0000010145208,0.006046052,0.9922786,0.0002315388],"about_ca_topic_score_codex":0.00025671176,"about_ca_topic_score_gemma":0.00008990174,"teacher_disagreement_score":0.32175776,"about_ca_system_score_codex":0.00007440982,"about_ca_system_score_gemma":0.0000032744704,"threshold_uncertainty_score":0.9984916},"labels":[],"label_agreement":null},{"id":"W4253069145","doi":"10.1007/978-981-33-4713-7","title":"The Fundamental Elements of Strategy","year":2021,"lang":"en","type":"book","venue":"Management for professionals","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Grenoble École de Management; McGill University; Tongji University; Texas Christian University; Rice University","keywords":"Core (optical fiber); Computer science; Epistemology; Philosophy; Telecommunications","score_opus":0.03586012189167168,"score_gpt":0.2865440779133469,"score_spread":0.2506839560216752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4253069145","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00047749508,0.0008666507,0.00034722034,0.00193908,0.0027071703,0.0027474782,0.00006152369,0.00008852994,0.99076486],"genre_scores_gemma":[0.007864846,0.000105780666,0.00027082636,0.0015224499,0.0013968068,0.00047616372,0.0028253791,0.000089232446,0.98544854],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99762595,0.000012697092,0.0009098939,0.00043667067,0.0006220408,0.00039272945],"domain_scores_gemma":[0.9977315,0.000087756605,0.0011486112,0.00045396664,0.0005698272,0.000008333076],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008453131,0.000367402,0.0003924438,0.00025291942,0.00059827795,0.00028098922,0.00054963556,0.00021059652,0.0007012949],"category_scores_gemma":[0.000028428278,0.0002699468,0.00021765092,0.00032344589,0.00010683678,0.00048509758,0.0004995135,0.00022446914,0.000090436646],"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":[0.00006529866,0.000108037886,0.000080365964,0.0017662253,0.00026069387,0.0000040069644,0.0000031639695,0.000008336934,0.000012741997,0.6234062,0.3597174,0.01456753],"study_design_scores_gemma":[0.0007118795,0.00001506353,0.00065867207,0.0007707235,0.0001925397,2.9937107e-7,0.0003766902,0.00013468407,0.000019295641,0.06933337,0.9274716,0.00031520004],"about_ca_topic_score_codex":0.000008720387,"about_ca_topic_score_gemma":0.0000230801,"teacher_disagreement_score":0.56775415,"about_ca_system_score_codex":0.00007699243,"about_ca_system_score_gemma":0.00012873879,"threshold_uncertainty_score":0.99997526},"labels":[],"label_agreement":null},{"id":"W4254147597","doi":"10.1163/2210-7975_hrd-0128-0137","title":"canada-and-turkey-time-for-a-strategic","year":2016,"lang":"en","type":"dataset","venue":"Human Rights Documents online","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Geography","score_opus":0.025527802545516034,"score_gpt":0.2632627991482035,"score_spread":0.23773499660268746,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254147597","genre_codex":"dataset","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"dataset","genre_consensus":"dataset","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0070921504,0.00005052018,0.0000039536044,0.0008419569,0.0008859899,0.0006503,0.9890808,0.00008241386,0.0013119105],"genre_scores_gemma":[0.0015131333,0.000010211191,0.000027041122,0.0014262105,0.0039173267,0.000051167048,0.9873648,0.000041715153,0.0056483475],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977289,0.000010704766,0.0006685742,0.0006477707,0.0004389864,0.0005050986],"domain_scores_gemma":[0.99834883,0.000033567652,0.0006712316,0.0005355273,0.00038397725,0.000026852294],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00019228076,0.0005739521,0.00055329356,0.00036263603,0.0006972331,0.00047259952,0.0005151538,0.00032013035,0.0029663006],"category_scores_gemma":[0.000013611377,0.00040134136,0.000079379526,0.00025535707,0.00010517781,0.000976825,0.00016319215,0.00028005303,0.00018389981],"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":[0.000027987657,0.00010159613,0.0000076261526,0.00037023923,0.00009462904,0.000017710114,2.9499216e-7,0.0000015403891,0.00002582339,0.014784629,0.9844962,0.000071755654],"study_design_scores_gemma":[0.0009410667,0.000015812195,0.00011964275,0.00020650445,0.0001957412,0.0000024739713,0.0000017867305,0.00003301916,0.000003790726,0.027408674,0.97048247,0.0005889978],"about_ca_topic_score_codex":0.58168936,"about_ca_topic_score_gemma":0.6774901,"teacher_disagreement_score":0.0958008,"about_ca_system_score_codex":0.000115156596,"about_ca_system_score_gemma":0.00019276346,"threshold_uncertainty_score":0.99984384},"labels":[],"label_agreement":null},{"id":"W4254570231","doi":"10.22215/etd/2011-09367","title":"Points of difference in affiliations within wireless industry consortia","year":2011,"lang":"en","type":"dissertation","venue":"","topic":"Business Strategy and Innovation","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":"Carleton University; Canadian Heritage; Library and Archives Canada","funders":"","keywords":"Library science; Computer science; Political science","score_opus":0.03266341758884949,"score_gpt":0.2472336668935952,"score_spread":0.2145702493047457,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254570231","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9118238,0.000016393473,0.000027837197,0.00006102996,0.00064613787,0.00021796068,0.000003536003,0.00005238546,0.087150894],"genre_scores_gemma":[0.99214983,0.0000048503257,0.000067892666,0.0001951927,0.00013866762,0.00003020239,0.00092926057,0.000026887898,0.0064572054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99873304,0.0000075072417,0.0006399854,0.000263018,0.00018936764,0.00016707164],"domain_scores_gemma":[0.9985655,0.000015367039,0.0007661434,0.00020045982,0.00044730204,0.000005248228],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019279333,0.00022939956,0.00032018116,0.0005790426,0.00005316182,0.0000630939,0.00022098365,0.0006499294,0.00090402283],"category_scores_gemma":[0.00007779374,0.00021596914,0.000042384214,0.000990977,0.000037027337,0.0006818956,0.000026266121,0.0005442889,0.000058070833],"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":[0.0001992698,0.00042857672,0.22918186,0.0015918313,0.000054122236,0.0000065778813,0.00029735,0.000020786201,0.002210875,0.76056933,0.001363498,0.0040759034],"study_design_scores_gemma":[0.00057020126,0.000007668051,0.9779399,0.00073746254,0.00007337276,3.024276e-7,0.0025079784,0.0008487641,0.0025081162,0.01415487,0.000149488,0.00050184457],"about_ca_topic_score_codex":0.0027234291,"about_ca_topic_score_gemma":0.008761864,"teacher_disagreement_score":0.7487581,"about_ca_system_score_codex":0.000013773188,"about_ca_system_score_gemma":0.00009688622,"threshold_uncertainty_score":0.98984164},"labels":[],"label_agreement":null},{"id":"W4254846146","doi":"10.33423/jabe.v22i13.3901","title":"The Coopetitive Behavior","year":2020,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coopetition; Competition (biology); Variety (cybernetics); Subject (documents); Reading (process); State (computer science); Computer science; Industrial organization; Marketing; Business; Economics; Artificial intelligence; Microeconomics; Political science; Game theory; Ecology; Biology; Law","score_opus":0.02019628085533165,"score_gpt":0.19190556669302836,"score_spread":0.1717092858376967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254846146","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9748022,0.00009113827,0.00031812122,0.010418586,0.00045460355,0.00012697917,0.0000012585464,0.00001380489,0.013773311],"genre_scores_gemma":[0.99504215,0.00025082365,0.00009022895,0.0029172262,0.0016691675,0.0000042495753,0.000003972029,0.00001322202,0.000008976199],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993849,0.0000010799255,0.00035482293,0.00009201847,0.000050794708,0.000116427],"domain_scores_gemma":[0.99907696,0.000021183552,0.00050267356,0.00005654979,0.00033035097,0.000012309124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019509225,0.000100691774,0.00017073267,0.000052970947,0.0002114531,0.00039428336,0.0001470111,0.000044808545,0.000029338644],"category_scores_gemma":[0.00002870289,0.00006996998,0.000028363007,0.0002697823,0.000072912495,0.00074929924,0.00005999178,0.00012401148,0.000023553928],"study_design_candidate":"theoretical_or_conceptual","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":[0.00088096946,0.00008614222,0.005503266,0.00014493869,0.0000810519,0.000014539489,0.00009095759,0.0012910548,0.0010580536,0.8946486,0.0043615103,0.09183889],"study_design_scores_gemma":[0.0022547473,0.00003215772,0.20298083,0.000038394195,0.00021813967,0.000030957028,0.0011704434,0.0027940834,0.00021580716,0.011603136,0.7781615,0.0004997798],"about_ca_topic_score_codex":0.000010564806,"about_ca_topic_score_gemma":0.000007037175,"teacher_disagreement_score":0.8830455,"about_ca_system_score_codex":0.000009798959,"about_ca_system_score_gemma":0.00003045574,"threshold_uncertainty_score":0.38020834},"labels":[],"label_agreement":null},{"id":"W4254911783","doi":"10.1522/revueot.v12n2.763","title":"Les équipements d’érablière CDL inc. : le succès d’un essaimage stratégique","year":2003,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Art","score_opus":0.01872489480978316,"score_gpt":0.22227320892154392,"score_spread":0.20354831411176078,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4254911783","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.521626,0.010514618,0.01904076,0.16762295,0.0070488206,0.0024276644,0.00021529553,0.0010269529,0.27047697],"genre_scores_gemma":[0.9782086,0.00016485967,0.0030104462,0.00080622797,0.0015404992,0.000058052952,0.0005112308,0.00012138557,0.015578674],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973532,0.00011950014,0.0008880669,0.0006547717,0.00032013556,0.0006643586],"domain_scores_gemma":[0.99808574,0.00007046856,0.0005481673,0.00059862935,0.0006554002,0.00004158204],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000579811,0.0005246966,0.0004291342,0.00047297252,0.0014387374,0.0011513045,0.00042035352,0.0004438994,0.0048645083],"category_scores_gemma":[0.00032098705,0.00062513753,0.00011996842,0.0016358197,0.0002756287,0.0037675407,0.00012728029,0.0005067693,0.0005602009],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019956105,0.0012371079,0.07587522,0.0016534268,0.0002009496,0.000066561595,0.0004578161,0.00015821606,0.005423767,0.83073163,0.029969277,0.054206062],"study_design_scores_gemma":[0.0010116273,0.000028209259,0.03845824,0.0005053227,0.00020925277,0.000037737092,0.0010601338,0.00044238413,0.0022677328,0.017050413,0.93811756,0.0008113922],"about_ca_topic_score_codex":0.022247992,"about_ca_topic_score_gemma":0.0021451286,"teacher_disagreement_score":0.9081483,"about_ca_system_score_codex":0.00041058226,"about_ca_system_score_gemma":0.0005323832,"threshold_uncertainty_score":0.9998856},"labels":[],"label_agreement":null},{"id":"W4255224255","doi":"10.1504/ijnvo.2018.090672","title":"The co-evolution of IT competence, organisational agility and entrepreneurial action: a case study of entrepreneurial e-tailers","year":2018,"lang":"en","type":"article","venue":"International Journal of Networking and Virtual Organisations","topic":"Business Strategy and Innovation","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":"McMaster University; PotashCorp (Canada); University of Saskatchewan","funders":"","keywords":"Business; Competence (human resources); Knowledge management; Marketing; Industrial organization; Management; Computer science; Economics","score_opus":0.03826070373774913,"score_gpt":0.2918691317957815,"score_spread":0.25360842805803235,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255224255","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99544656,0.000029490204,0.0011962143,0.0008434028,0.0021297378,0.000120834666,0.0000042448,0.00000991526,0.0002195868],"genre_scores_gemma":[0.99576366,0.000023859006,0.000050132297,0.00006894336,0.0040606377,0.0000015203583,0.000006579399,0.000008590292,0.000016051616],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9985952,0.00004574525,0.00068655267,0.00014266693,0.0004297752,0.000100066565],"domain_scores_gemma":[0.9972937,0.00022229966,0.0009798326,0.000099573714,0.0013903064,0.000014251225],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055294705,0.00011231814,0.00017059551,0.00021498531,0.0003557473,0.00016191661,0.00017682626,0.00005214752,0.00008168232],"category_scores_gemma":[0.00017754262,0.00008993683,0.000038486436,0.00031836025,0.0002764985,0.00066518213,0.000084927975,0.0001370071,0.0000018648535],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027264375,0.0020380658,0.82389134,0.00006645539,0.0014533706,0.00017676779,0.007380033,0.002067855,0.016922045,0.099409394,0.004599533,0.03926868],"study_design_scores_gemma":[0.01630167,0.0021694757,0.8125229,0.00050139375,0.0010596601,0.0034360657,0.0870383,0.015220901,0.0018666692,0.020783428,0.03804403,0.001055519],"about_ca_topic_score_codex":0.00030638505,"about_ca_topic_score_gemma":0.0002660548,"teacher_disagreement_score":0.07965826,"about_ca_system_score_codex":0.00004647865,"about_ca_system_score_gemma":0.00009760006,"threshold_uncertainty_score":0.36675176},"labels":[],"label_agreement":null},{"id":"W4255706392","doi":"10.4018/9781616928803.ch001","title":"Designing Digital Marketplaces for Competitive Advantage","year":2011,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Business Strategy and Innovation","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":"University of Alberta","funders":"","keywords":"Computer science; Competitive advantage; Business; Marketing","score_opus":0.026004925250748885,"score_gpt":0.2253889926187448,"score_spread":0.1993840673679959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255706392","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000052976295,0.000076030614,0.004248482,0.000048236798,0.0006486633,0.0006072102,0.00013098687,0.00022325557,0.99396414],"genre_scores_gemma":[0.79064965,0.0000049562645,0.0012542355,0.0025583014,0.004289659,0.00010850138,0.00041811462,0.00023003817,0.20048653],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986142,0.0000017923654,0.00039580534,0.00044563148,0.00021197677,0.00033058607],"domain_scores_gemma":[0.9987961,0.00003412061,0.0004906669,0.000225309,0.00043982503,0.0000139876665],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00013649273,0.0004549271,0.0003928499,0.00013990261,0.00019188694,0.0005150055,0.00027460008,0.0003236775,0.00018676193],"category_scores_gemma":[0.000035490328,0.00045181386,0.00016926201,0.00003935805,0.00011355725,0.0008396931,0.00013770435,0.00017493808,0.00036779905],"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":[0.00020187224,0.00001064226,0.00009604577,0.00021734455,0.000072994655,0.000015251417,0.0000044569483,4.8521713e-7,0.000013181108,0.9893674,0.003064386,0.0069359224],"study_design_scores_gemma":[0.00052188983,0.0000243291,0.00007600966,0.0003782705,0.00012500242,0.0000062118356,0.00005841827,0.00002492919,0.00002379423,0.6525858,0.34554794,0.0006273867],"about_ca_topic_score_codex":0.000023792078,"about_ca_topic_score_gemma":0.000025625755,"teacher_disagreement_score":0.79347765,"about_ca_system_score_codex":0.00006604429,"about_ca_system_score_gemma":0.00006105726,"threshold_uncertainty_score":0.99979335},"labels":[],"label_agreement":null},{"id":"W4255979831","doi":"10.1007/978-1-4614-6170-8_100550","title":"Organization Sets","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science","score_opus":0.018246251113984382,"score_gpt":0.1950504183095683,"score_spread":0.1768041671955839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4255979831","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000045871588,0.000012026787,0.0037574766,0.0008990753,0.00051479274,0.00011612123,7.77373e-7,0.000264717,0.9943891],"genre_scores_gemma":[0.058522794,0.000012217585,0.00011013004,0.0061219465,0.002826572,0.0000019578408,0.0011260506,0.00011727325,0.93116105],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992749,5.8407466e-7,0.00022980438,0.00022180515,0.00016317963,0.00010970752],"domain_scores_gemma":[0.9989573,0.0000058970313,0.00025847185,0.00019291334,0.0005822487,0.0000031831705],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000092750655,0.00020998415,0.00017393028,0.00023389405,0.00010653115,0.00022261446,0.00012632857,0.00026242374,0.010150721],"category_scores_gemma":[0.000029018658,0.00019236495,0.000030345655,0.00013584287,0.00002640961,0.00044480563,0.00006879853,0.00013515995,0.00624873],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000017330888,0.0000027532267,0.00008138787,0.000099408484,0.000010158098,0.0000011358007,6.3473425e-7,0.000004829342,0.000011648839,0.94889694,0.04563335,0.005256022],"study_design_scores_gemma":[0.000115086536,0.0000017946044,0.0004225588,0.00005901841,0.000041352374,0.0000010968674,0.0000013452393,0.0002017525,0.00000797653,0.053536125,0.94532317,0.0002887081],"about_ca_topic_score_codex":0.000030265186,"about_ca_topic_score_gemma":0.000015173485,"teacher_disagreement_score":0.89968985,"about_ca_system_score_codex":0.000015360678,"about_ca_system_score_gemma":0.000015922384,"threshold_uncertainty_score":0.994525},"labels":[],"label_agreement":null},{"id":"W4283461441","doi":"10.1287/stsc.2022.0163","title":"Investors Meet Dynamic Strategy","year":2022,"lang":"en","type":"article","venue":"Strategy Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Toronto Metropolitan University; University of Alberta","funders":"","keywords":"Boom; Competitive advantage; Prosperity; Economics; Business; Competition (biology); Industrial organization; Market economy; Value (mathematics); Marketing; Economic growth; Engineering","score_opus":0.027340968306534902,"score_gpt":0.25076464719695435,"score_spread":0.22342367889041945,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283461441","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8051454,0.000055283475,0.00013473822,0.00087935186,0.00093299214,0.00020857983,0.0000052441096,0.00021961941,0.19241883],"genre_scores_gemma":[0.99785835,0.0000016099086,0.00005254674,0.0012672705,0.00018351527,0.000039798968,0.000029402625,0.00001716954,0.00055032264],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979303,0.00001182729,0.00029371295,0.0005122669,0.00074271165,0.000509175],"domain_scores_gemma":[0.9991758,0.000010574077,0.0002238863,0.00031738638,0.00025253292,0.000019827825],"candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010292486,0.00018578938,0.00014240823,0.00056979014,0.0016028505,0.0006348886,0.0008434115,0.000034211207,0.0011577709],"category_scores_gemma":[0.000047736758,0.00018520035,0.000039454615,0.004736054,0.0005120703,0.0035260993,0.00031853793,0.0002482845,0.00013363527],"study_design_candidate":"theoretical_or_conceptual","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":[0.000024184408,0.00010184358,0.0027791252,0.000039710965,0.0000060989178,0.000020983753,0.000028836299,0.015722772,0.017052282,0.954688,0.0021517866,0.007384377],"study_design_scores_gemma":[0.0021981203,0.00033750333,0.35993263,0.000048854716,0.00009061321,0.00008893222,0.0095199635,0.21782044,0.0010092206,0.30522874,0.10084897,0.002875988],"about_ca_topic_score_codex":0.00045376213,"about_ca_topic_score_gemma":0.00009831633,"teacher_disagreement_score":0.64945924,"about_ca_system_score_codex":0.000116109746,"about_ca_system_score_gemma":0.00037578723,"threshold_uncertainty_score":0.9997553},"labels":[],"label_agreement":null},{"id":"W4283830063","doi":"10.5465/ambpp.2022.11184symposium","title":"Stakeholder Models for Value Creation and Allocation","year":2022,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Stakeholder; Corporate governance; Stakeholder theory; Value (mathematics); Stakeholder engagement; Stakeholder management; Stakeholder analysis; Sustainable Value; Orchestration; Value creation; Presentation (obstetrics); Frontier; Public relations; Entrepreneurship; Political science; Sociology; Knowledge management; Management; Computer science; Sustainability; Economics","score_opus":0.06087766147602295,"score_gpt":0.2535038007330533,"score_spread":0.19262613925703034,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4283830063","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8357056,0.00025067653,0.015265419,0.024660468,0.0002757771,0.0032708342,0.000010097232,0.00034117975,0.12021996],"genre_scores_gemma":[0.9955422,0.000022000391,0.0010762791,0.002165109,0.00017216345,0.00030885942,0.000038335336,0.000020153133,0.0006549005],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9990366,0.0000015516852,0.00027432665,0.0002607611,0.0002657466,0.0001610254],"domain_scores_gemma":[0.9995526,0.000008918234,0.00029690983,0.000033111224,0.00010361755,0.0000048482366],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057412504,0.000115695315,0.00012164132,0.00032677286,0.00030824819,0.0000931504,0.00016634449,0.00004225029,0.000040059793],"category_scores_gemma":[0.0000116409665,0.00012716526,0.000025755668,0.0005603984,0.00003522416,0.0020363335,0.00019454598,0.00010012998,0.0000018082674],"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":[0.00006813365,0.000048279388,0.00051588385,0.00066365825,0.000030729432,6.138321e-8,0.00004006986,0.001339492,0.0004717821,0.97986585,0.0065438026,0.010412264],"study_design_scores_gemma":[0.002609869,0.000059875165,0.031244108,0.00009619501,0.00035462948,0.000002396301,0.0024623964,0.19323313,0.0006637889,0.4833717,0.2852793,0.00062260195],"about_ca_topic_score_codex":0.000021164586,"about_ca_topic_score_gemma":1.3385363e-7,"teacher_disagreement_score":0.49649414,"about_ca_system_score_codex":0.000026211399,"about_ca_system_score_gemma":0.0000030909187,"threshold_uncertainty_score":0.5185648},"labels":[],"label_agreement":null},{"id":"W4285393498","doi":"10.5430/ijba.v13n4p19","title":"Coopetition at Society Level: A Scale Validation","year":2022,"lang":"en","type":"article","venue":"International Journal of Business Administration","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coopetition; Scale (ratio); Business; Knowledge management; Marketing; Computer science; Economics; Microeconomics","score_opus":0.03932808849119773,"score_gpt":0.26136392049498003,"score_spread":0.2220358320037823,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285393498","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9579197,0.000037372814,0.0161588,0.014945915,0.0050421576,0.0001904585,0.00003485078,0.000059123427,0.0056116194],"genre_scores_gemma":[0.9951145,0.000013800305,0.00049736263,0.0013139079,0.0021424256,0.000015988293,0.00054355286,0.000020542875,0.00033792414],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806625,0.000018395527,0.0006467024,0.00016611461,0.0009678154,0.00013474879],"domain_scores_gemma":[0.9961126,0.000023090637,0.0011714872,0.00010294748,0.0025791116,0.000010772236],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00062554475,0.00014229315,0.00016032814,0.00031778702,0.00036209254,0.0003159206,0.00038089932,0.00005238099,0.0011567344],"category_scores_gemma":[0.00008479792,0.00014717877,0.00012216435,0.0008051521,0.000047687023,0.0024558834,0.00016646755,0.00019467509,0.00003219741],"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":[0.009209343,0.0057530617,0.1432223,0.0006927905,0.001281394,0.00061660557,0.0009358062,0.08605357,0.20086917,0.27254865,0.21141726,0.067400046],"study_design_scores_gemma":[0.0063914196,0.000247964,0.37022144,0.00021403696,0.00028833706,0.0015905562,0.0013502601,0.011128077,0.01062698,0.014899687,0.5818585,0.0011826997],"about_ca_topic_score_codex":0.000041542626,"about_ca_topic_score_gemma":0.000025293662,"teacher_disagreement_score":0.3704413,"about_ca_system_score_codex":0.00027146898,"about_ca_system_score_gemma":0.0001818551,"threshold_uncertainty_score":0.99975634},"labels":[],"label_agreement":null},{"id":"W4285548262","doi":"10.7202/1088148ar","title":"The Business of Platforms: Strategy in the Age of Digital Competition, Innovation, and Power, Michael A. Cusumano, Annabelle Gawer, David B. Yoffie. HarperCollins, 2019, 320p.","year":2021,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Competition (biology); Power (physics); International business; Management; Economics","score_opus":0.018716946277774517,"score_gpt":0.23547327495030831,"score_spread":0.2167563286725338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285548262","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87189466,0.00038398904,0.00292359,0.009518527,0.00097037567,0.0006041724,0.000059522503,0.000043576045,0.1136016],"genre_scores_gemma":[0.9964994,0.00017264445,0.00006663928,0.0007637811,0.00015031616,0.000024356288,0.0010083125,0.000013551358,0.0013009692],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99849254,0.0000071893282,0.0006518167,0.00023001246,0.00044838185,0.00017004144],"domain_scores_gemma":[0.99826646,0.000050691273,0.00035786626,0.00024505303,0.0010766193,0.0000033166914],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048432528,0.00015900482,0.00016126398,0.00035143024,0.00016772091,0.000427763,0.00043203172,0.000053609656,0.00011383321],"category_scores_gemma":[0.000086025786,0.000115032824,0.000034521865,0.0017338337,0.00015645928,0.0014013624,0.00023868191,0.000118314885,0.000013890649],"study_design_candidate":"theoretical_or_conceptual","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":[0.000055576915,0.00026931247,0.017733693,0.00016098382,0.00008747759,0.000023044855,0.000063059044,0.00029978025,0.00027411233,0.9690251,0.00964786,0.0023600145],"study_design_scores_gemma":[0.002256395,0.000022212367,0.65019614,0.00029870344,0.00005633613,0.000011973346,0.004950453,0.001391054,0.00019519917,0.071556844,0.2686583,0.0004063703],"about_ca_topic_score_codex":0.00007953626,"about_ca_topic_score_gemma":0.00009516111,"teacher_disagreement_score":0.89746827,"about_ca_system_score_codex":0.000019981037,"about_ca_system_score_gemma":0.000027768543,"threshold_uncertainty_score":0.46909025},"labels":[],"label_agreement":null},{"id":"W4285805127","doi":"10.3917/i2d.221.0044","title":"L’intelligence artificielle au service du monde des fusions acquisitions : la plateforme Sealk","year":2022,"lang":"fr","type":"article","venue":"I2D - Information données & documents","topic":"Business Strategy and Innovation","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":"Centre Intégré de Santé et de Services Sociaux des Laurentides","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.028321882993640336,"score_gpt":0.2393880436344455,"score_spread":0.21106616064080516,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4285805127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6081385,0.0012060626,0.017323252,0.054823454,0.008341568,0.0020321242,0.00041898226,0.0007013043,0.30701476],"genre_scores_gemma":[0.98734295,0.00026838307,0.00024759967,0.006448933,0.00048616386,0.00022289234,0.001805344,0.000034017256,0.0031437273],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99715865,0.0000608248,0.0010769125,0.00027273974,0.0007324122,0.00069846713],"domain_scores_gemma":[0.997858,0.00009425254,0.00073597603,0.00039140543,0.00086969155,0.000050685507],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0009282629,0.0003907378,0.00026834817,0.00064249587,0.0035105168,0.0014156734,0.00061267347,0.00017250766,0.008892465],"category_scores_gemma":[0.00010560703,0.00043829408,0.00011723738,0.0029899855,0.00018590578,0.018530617,0.0008058549,0.00048370537,0.0032866665],"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":[0.00039994842,0.0012980653,0.017514603,0.0033442199,0.00032368538,0.0000380427,0.010332989,0.24588466,0.00028568515,0.5273489,0.062212896,0.13101631],"study_design_scores_gemma":[0.00063328823,0.000042629465,0.009204542,0.00025270123,0.00013318536,0.00004045573,0.009862404,0.06516734,0.0001095281,0.01556701,0.898355,0.00063191936],"about_ca_topic_score_codex":0.0036865314,"about_ca_topic_score_gemma":0.00024257305,"teacher_disagreement_score":0.8361421,"about_ca_system_score_codex":0.00043148219,"about_ca_system_score_gemma":0.00021568629,"threshold_uncertainty_score":0.9998069},"labels":[],"label_agreement":null},{"id":"W4286620678","doi":"10.5465/ambpp.2022.14433symposium","title":"Geography and Strategy in Developing Countries","year":2022,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Developing country; Work (physics); Sociology; Economic geography; Economics; Economic growth; Engineering","score_opus":0.022241800731602843,"score_gpt":0.23641372669573482,"score_spread":0.21417192596413198,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286620678","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93442,0.00019818128,0.000037489455,0.009003754,0.00005976864,0.0004030341,0.00000114703,0.000083456216,0.05579319],"genre_scores_gemma":[0.9950701,0.00019442308,0.00018896838,0.0042504654,0.00008015048,0.00008433773,0.0000071487234,0.00001459826,0.000109831446],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99886024,0.0000020042523,0.0003382203,0.00027095593,0.0002974385,0.00023115739],"domain_scores_gemma":[0.9996624,0.000006987755,0.00024627097,0.000028561553,0.000051416533,0.000004380768],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057622074,0.00013825957,0.00016212369,0.0007924565,0.00022016214,0.00011508435,0.00022813152,0.00004356276,0.00010217886],"category_scores_gemma":[0.0000056171784,0.00015218972,0.000021563617,0.001377135,0.00006961844,0.0015180793,0.00040620635,0.00018846677,0.000004886543],"study_design_candidate":"theoretical_or_conceptual","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":[0.00004203016,0.00002582766,0.06638727,0.00069846085,0.000021862628,0.0000014795377,0.000024206738,0.000053564967,0.000033242195,0.92685676,0.0022690722,0.0035862185],"study_design_scores_gemma":[0.0008009618,0.000013238797,0.59010774,0.000080368525,0.000037596274,0.000002356537,0.0012999821,0.0006308093,0.00007143895,0.033805717,0.37283492,0.00031484215],"about_ca_topic_score_codex":0.000048713515,"about_ca_topic_score_gemma":9.0652327e-7,"teacher_disagreement_score":0.893051,"about_ca_system_score_codex":0.00002479252,"about_ca_system_score_gemma":0.0000051361485,"threshold_uncertainty_score":0.62061167},"labels":[],"label_agreement":null},{"id":"W4286643619","doi":"10.3917/riges.472.0062","title":"Comment sceller une entente de commandite gagnante ?","year":2022,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.024224916150358898,"score_gpt":0.22377003804632808,"score_spread":0.19954512189596918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286643619","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07067724,0.005215155,0.0050266865,0.89570904,0.008015318,0.0006079102,0.000034396697,0.00021323806,0.014501015],"genre_scores_gemma":[0.967236,0.00020922608,0.00015906332,0.016203502,0.00096780865,0.00008833454,0.000670207,0.000039817984,0.014426082],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99857557,0.00007633255,0.00034238442,0.00026597644,0.00031547152,0.00042424016],"domain_scores_gemma":[0.99922466,0.000031568274,0.00028818584,0.0002206052,0.00021989066,0.000015082388],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00084619917,0.00020684487,0.00017164867,0.00022832188,0.0009848801,0.00024091103,0.0002037221,0.000093382594,0.0032562534],"category_scores_gemma":[0.000044858025,0.00024688654,0.00007309859,0.001124357,0.00007975409,0.00090592966,0.0002790887,0.00052148197,0.00042968188],"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":[0.00024302828,0.00083575264,0.035811536,0.00069810054,0.00007358981,0.000066450426,0.00018818397,0.0072915033,0.0007159326,0.4238335,0.5039551,0.02628732],"study_design_scores_gemma":[0.00083140226,0.00003688009,0.034180764,0.0001891246,0.00009498774,0.000018203276,0.0003755506,0.019265156,0.000029061574,0.00316113,0.94155204,0.00026568334],"about_ca_topic_score_codex":0.0024316423,"about_ca_topic_score_gemma":0.000063476095,"teacher_disagreement_score":0.8965587,"about_ca_system_score_codex":0.00024606267,"about_ca_system_score_gemma":0.00004072164,"threshold_uncertainty_score":0.99999833},"labels":[],"label_agreement":null},{"id":"W4286643622","doi":"10.3917/riges.472.0074","title":"Approche client : creuser en profondeur","year":2022,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.02091063354192522,"score_gpt":0.2222228653703046,"score_spread":0.2013122318283794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286643622","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4349544,0.0066598407,0.00557516,0.46517545,0.01874065,0.0017239267,0.000027975357,0.0005800438,0.066562556],"genre_scores_gemma":[0.9483305,0.000043294425,0.0003325276,0.0023744763,0.0019187797,0.00018133147,0.00039004342,0.000040811847,0.046388194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99861103,0.000062143634,0.0003128362,0.0003328737,0.00035537887,0.0003257328],"domain_scores_gemma":[0.9992441,0.000025665388,0.0002459362,0.00021702274,0.0002578251,0.000009436421],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008452326,0.00018534175,0.00014040207,0.00022672841,0.00061358046,0.00021701584,0.00021010164,0.00012770541,0.0035521227],"category_scores_gemma":[0.0001446398,0.00021557475,0.000054618657,0.0012321571,0.00004810459,0.0014360901,0.0003110828,0.0005105097,0.0007153671],"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":[0.00015625509,0.0006978663,0.012459638,0.0010157645,0.000046192203,0.000027120783,0.00031359046,0.007654477,0.0013402047,0.7706689,0.12780556,0.07781444],"study_design_scores_gemma":[0.00041858215,0.00003051344,0.037280615,0.000068659065,0.00007217607,0.00001078105,0.00054671144,0.0074966103,0.00003625228,0.0045517622,0.94921386,0.0002734968],"about_ca_topic_score_codex":0.00025411358,"about_ca_topic_score_gemma":0.000008651198,"teacher_disagreement_score":0.8214083,"about_ca_system_score_codex":0.0001526697,"about_ca_system_score_gemma":0.000053807416,"threshold_uncertainty_score":0.99735874},"labels":[],"label_agreement":null},{"id":"W4286643635","doi":"10.3917/riges.472.0034","title":"Manuel de déconsommation pour entreprises vigilantes","year":2022,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.021379542045532385,"score_gpt":0.22217228724240032,"score_spread":0.20079274519686793,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286643635","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64499855,0.0061557232,0.013657069,0.30571637,0.0057604588,0.00060852716,0.000037839043,0.0004006115,0.022664843],"genre_scores_gemma":[0.9789992,0.000108978034,0.0003683758,0.0017478522,0.0008142212,0.00006220477,0.0003584989,0.000024446272,0.01751624],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989118,0.000055602937,0.00027709274,0.00024227171,0.00022113208,0.00029212746],"domain_scores_gemma":[0.9992827,0.00004703217,0.0002790997,0.000158539,0.00022339854,0.000009240478],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00058200513,0.0001557678,0.00012173581,0.00023651269,0.0005954107,0.00026923258,0.00014365868,0.00009132438,0.0045846207],"category_scores_gemma":[0.00018356464,0.0001953514,0.000051667655,0.00068787945,0.00004350676,0.0014812145,0.00014363775,0.0002938875,0.0006402587],"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":[0.00015715495,0.0005706967,0.08922098,0.0009483316,0.000056013698,0.00004988827,0.00018885477,0.01698213,0.005328926,0.6726348,0.10693951,0.106922746],"study_design_scores_gemma":[0.00068346853,0.000021149459,0.16186583,0.00018591259,0.00013691756,0.000047596797,0.00077306555,0.04098158,0.00025226717,0.0283917,0.76627517,0.0003853428],"about_ca_topic_score_codex":0.0005975861,"about_ca_topic_score_gemma":0.000015113361,"teacher_disagreement_score":0.6593357,"about_ca_system_score_codex":0.00018782352,"about_ca_system_score_gemma":0.00007443508,"threshold_uncertainty_score":0.9963253},"labels":[],"label_agreement":null},{"id":"W4286666425","doi":"10.5465/ambpp.2022.17413abstract","title":"How Vicarious Learning Shapes Firms’ Relationship Networks with Third-Party Experts","year":2022,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Kellogg's (Canada)","funders":"","keywords":"Competitor analysis; Perspective (graphical); Business; Resource (disambiguation); Industrial organization; Marketing; Third party; Public relations; Political science; Computer science","score_opus":0.025062925211576093,"score_gpt":0.22012146268459193,"score_spread":0.19505853747301583,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286666425","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8087083,0.00044023542,0.0029071383,0.033410408,0.0002621632,0.0015944244,0.0000012910394,0.00092713576,0.1517489],"genre_scores_gemma":[0.99385846,0.000023390592,0.00038690108,0.0020687503,0.0003588141,0.00019135317,0.000025228943,0.000042443837,0.0030446511],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99829215,0.000006518109,0.00032794182,0.0004323283,0.0005759324,0.00036515523],"domain_scores_gemma":[0.99920994,0.000024480049,0.0005770893,0.000055263357,0.000121306795,0.000011907762],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005887566,0.00024207751,0.00023264505,0.00043937468,0.0008269317,0.00035275047,0.00041625233,0.0000936596,0.00012560011],"category_scores_gemma":[0.000036651043,0.00022561428,0.00005421805,0.0017427393,0.0000799183,0.0025220125,0.00045006108,0.00057044404,0.0000074198633],"study_design_candidate":"theoretical_or_conceptual","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":[0.00031562842,0.00017102718,0.11487424,0.00078667875,0.00018486149,0.000008104988,0.0002525789,0.014314153,0.00017114948,0.82301474,0.037449345,0.008457479],"study_design_scores_gemma":[0.0018930142,0.00009820719,0.21651728,0.00018425706,0.00031240768,0.000012453408,0.007666373,0.033728108,0.000057052373,0.008557496,0.73002124,0.00095209864],"about_ca_topic_score_codex":0.000016515767,"about_ca_topic_score_gemma":7.3776994e-7,"teacher_disagreement_score":0.81445724,"about_ca_system_score_codex":0.000045263096,"about_ca_system_score_gemma":0.0000054211787,"threshold_uncertainty_score":0.9200283},"labels":[],"label_agreement":null},{"id":"W4286668414","doi":"10.5465/ambpp.2022.10204symposium","title":"Organization Learning and Search Track: Innovating Under Constraints Within and Beyond Organizational Boundaries","year":2022,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"HEC Montréal","funders":"","keywords":"Creativity; Hollywood; Corporate governance; Management; Economic shortage; Sociology; Political science; Public relations; Art; Government (linguistics); Law; Economics; Art history","score_opus":0.01586011215754337,"score_gpt":0.23235379250858312,"score_spread":0.21649368035103975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286668414","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98088413,0.00005427049,0.0005724614,0.0052521904,0.000078322555,0.00031642083,0.0000016197354,0.00012909701,0.012711471],"genre_scores_gemma":[0.99689335,0.000016950275,0.00083352905,0.0017543514,0.00011714673,0.000011229631,0.00004922945,0.00003196803,0.00029222586],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9987079,0.0000053928366,0.00037238852,0.00031513243,0.00040841298,0.00019075722],"domain_scores_gemma":[0.99932885,0.000014177389,0.00033660783,0.00002230073,0.00028934225,0.000008736706],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007858987,0.00015188892,0.00015428984,0.00044472376,0.0011393655,0.0004659647,0.00013489541,0.000060580165,0.00036964752],"category_scores_gemma":[0.000078790894,0.00017009643,0.000008591288,0.002285611,0.00032895422,0.0014501325,0.00052945927,0.00035269835,0.0000036679628],"study_design_candidate":"theoretical_or_conceptual","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":[0.000017344755,0.000030602194,0.06328139,0.00046125875,0.00004476204,5.774496e-7,0.00028026095,0.00013247093,0.0013254158,0.9288225,0.00050366233,0.005099725],"study_design_scores_gemma":[0.0064563365,0.00016376885,0.640133,0.00033494987,0.0005422643,0.00011478259,0.080553174,0.020079086,0.0044028563,0.16323397,0.08159934,0.0023864578],"about_ca_topic_score_codex":0.000008656584,"about_ca_topic_score_gemma":1.741399e-7,"teacher_disagreement_score":0.7655886,"about_ca_system_score_codex":0.000028031687,"about_ca_system_score_gemma":0.000019014233,"threshold_uncertainty_score":0.87631935},"labels":[],"label_agreement":null},{"id":"W4286829777","doi":"","title":"Comment les DNVB réinventent la proximité dans le commerce de détail","year":2022,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université TÉLUQ","funders":"","keywords":"Political science; Philosophy","score_opus":0.02479404620042412,"score_gpt":0.22484478926027077,"score_spread":0.20005074305984666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286829777","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.113286406,0.0023661281,0.13175057,0.38771814,0.001073167,0.0015932214,0.00010216015,0.00058619294,0.36152402],"genre_scores_gemma":[0.93965477,0.0010613177,0.013725872,0.0037465412,0.00020706991,0.0005545299,0.0037688897,0.0001954893,0.037085526],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99204826,0.0042359927,0.0011065579,0.0010893395,0.0007362415,0.00078363006],"domain_scores_gemma":[0.9927529,0.0008606986,0.0013542244,0.002049122,0.0028982256,0.0000848183],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.010674454,0.00069838145,0.00062039145,0.00040709457,0.0021730296,0.0015000044,0.002086658,0.00047604067,0.0015406358],"category_scores_gemma":[0.0010087199,0.00083010964,0.00036696854,0.001323169,0.0006361019,0.0009055261,0.0033023143,0.0016396436,0.00012309094],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039832135,0.0020628262,0.034505825,0.000967737,0.00016005125,0.000016289567,0.0019636797,0.0005007685,0.0011366841,0.9244049,0.011198211,0.023043163],"study_design_scores_gemma":[0.0012944025,7.187297e-7,0.053833243,0.0022814302,0.00019556966,0.000017545835,0.0020584718,0.026121084,0.0026796048,0.010258331,0.90025514,0.0010044712],"about_ca_topic_score_codex":0.021297151,"about_ca_topic_score_gemma":0.002993686,"teacher_disagreement_score":0.9141466,"about_ca_system_score_codex":0.00045716084,"about_ca_system_score_gemma":0.00045079165,"threshold_uncertainty_score":0.9995365},"labels":[],"label_agreement":null},{"id":"W4286962323","doi":"","title":"Astérix et les Sciences de Gestion – Lorsque la Bande-Dessinée fait avancer la recherche sur la gestion des connaissances","year":2021,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université du Québec à Montréal","funders":"","keywords":"Art; Humanities","score_opus":0.16478977472335898,"score_gpt":0.31013269190698284,"score_spread":0.14534291718362385,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4286962323","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3094392,0.0109350495,0.3437783,0.080709286,0.0007160592,0.00066202774,0.000027441294,0.0005242894,0.2532083],"genre_scores_gemma":[0.9400064,0.004651214,0.0399604,0.0003049235,0.00014547826,0.0001170576,0.0005729408,0.00007984678,0.01416178],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9826565,0.0141285835,0.0008429615,0.0011486787,0.0006090673,0.00061424763],"domain_scores_gemma":[0.9854475,0.0073480518,0.0011153105,0.0009609827,0.005058807,0.00006932907],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.034955334,0.00060785026,0.0005436843,0.00041025187,0.0013243302,0.005187741,0.0011403477,0.001454908,0.0005970227],"category_scores_gemma":[0.013730023,0.0006541871,0.00021829757,0.0017650158,0.0021621652,0.003844708,0.0008903515,0.002156265,0.00004499118],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004841189,0.00092333107,0.024049794,0.0015215976,0.00010596866,0.000022272085,0.0034497736,0.0029931264,0.005993788,0.77942693,0.0021986584,0.17926638],"study_design_scores_gemma":[0.0020872885,0.0000024477954,0.49166656,0.034943253,0.0004391001,0.000117654316,0.0022727698,0.080905974,0.019970464,0.06388418,0.30120772,0.002502576],"about_ca_topic_score_codex":0.010439495,"about_ca_topic_score_gemma":0.006794914,"teacher_disagreement_score":0.71554273,"about_ca_system_score_codex":0.00032869505,"about_ca_system_score_gemma":0.000996358,"threshold_uncertainty_score":0.9999758},"labels":[],"label_agreement":null},{"id":"W4287397917","doi":"10.7202/1098579ar","title":"Stratégie multi-business models et disruption. La conquête du marché bio par Carrefour","year":2022,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.03536005284078849,"score_gpt":0.25874948439992773,"score_spread":0.22338943155913923,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4287397917","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05019166,0.002320095,0.2195045,0.24511153,0.027145756,0.00248895,0.0007615825,0.0007742627,0.45170167],"genre_scores_gemma":[0.9614205,0.0006550386,0.0025309618,0.0057893675,0.0011024923,0.00034167737,0.0022521024,0.00009337368,0.025814526],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99702746,0.000066448505,0.0007035292,0.0007037594,0.000991699,0.000507085],"domain_scores_gemma":[0.9983267,0.000038205,0.0005155547,0.00035878748,0.00073464337,0.00002611115],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011672097,0.0004492683,0.00028263312,0.0007816371,0.0007548919,0.001105272,0.0009313367,0.00011400752,0.0036835198],"category_scores_gemma":[0.000037178135,0.0005304504,0.00014644598,0.0012803507,0.00019211434,0.0037551553,0.0015023744,0.0005043712,0.00030793287],"study_design_candidate":"theoretical_or_conceptual","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":[0.00013192852,0.0010173464,0.010830962,0.00055539,0.0003769889,0.00019715824,0.00007089131,0.16484617,0.00003174667,0.76895314,0.04568639,0.007301915],"study_design_scores_gemma":[0.0021213472,0.000011286151,0.06750992,0.00015438396,0.00016777738,0.000019731824,0.00070898194,0.37599128,0.0000030836516,0.013074179,0.53963566,0.000602376],"about_ca_topic_score_codex":0.00050644716,"about_ca_topic_score_gemma":0.00007108773,"teacher_disagreement_score":0.9112288,"about_ca_system_score_codex":0.00031088508,"about_ca_system_score_gemma":0.00008004849,"threshold_uncertainty_score":0.9999317},"labels":[],"label_agreement":null},{"id":"W4289255154","doi":"10.2139/ssrn.2480547","title":"Technological Competition and Strategic Alliances","year":2015,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University; Wilfrid Laurier University; University of British Columbia","funders":"","keywords":"Competition (biology); Industrial organization; Business; Economic geography; International trade; Economics; Ecology; Biology","score_opus":0.03471852108289403,"score_gpt":0.23640374463090894,"score_spread":0.2016852235480149,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289255154","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.950138,0.0016194861,0.005740251,0.0063382625,0.00027013035,0.000107883294,2.8396894e-7,0.00015558765,0.035630163],"genre_scores_gemma":[0.9986043,0.00034077402,0.00005126381,0.000286194,0.000577689,0.0000025773165,0.0000076125643,0.000007841425,0.000121727295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988698,0.000007119127,0.0001613451,0.00012113171,0.00015263859,0.00068797317],"domain_scores_gemma":[0.9996061,0.000005279309,0.00013899666,0.00005666958,0.00018427128,0.0000087357475],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010107767,0.000098596196,0.00009853997,0.00012466813,0.00015348164,0.00023649393,0.00011647607,0.00007749909,0.000023456118],"category_scores_gemma":[0.000036037898,0.00007819832,0.000019014946,0.0003520615,0.00011058403,0.0009008148,0.000029855319,0.0006779295,0.00006313373],"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":[0.000022213992,0.000023374883,0.002050768,0.0000066494667,0.000011443381,0.0000022378983,0.0000020689056,0.00001588981,0.00011179947,0.9928217,0.00004124074,0.004890638],"study_design_scores_gemma":[0.00044204583,0.00003637571,0.0008518398,0.000014647519,0.000014001287,0.00010254537,0.0016479555,0.00058669195,0.000009426574,0.99075216,0.005423048,0.00011928549],"about_ca_topic_score_codex":0.00003476631,"about_ca_topic_score_gemma":0.00011574726,"teacher_disagreement_score":0.048466366,"about_ca_system_score_codex":0.00009307302,"about_ca_system_score_gemma":0.00021909202,"threshold_uncertainty_score":0.3188835},"labels":[],"label_agreement":null},{"id":"W4289362431","doi":"","title":"Les managers d’alliance comme boundary spanners – Quelles compétences ?","year":2018,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université du Québec à Montréal","funders":"","keywords":"Alliance; Knowledge management; Boundary (topology); Computer science; Psychology; Management; Business administration; Business; Political science; Mathematics","score_opus":0.03566663670331339,"score_gpt":0.24544375451116535,"score_spread":0.20977711780785196,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4289362431","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.14323345,0.0098600425,0.10807193,0.14354147,0.003373363,0.0013393066,0.000080568774,0.00081131264,0.58968854],"genre_scores_gemma":[0.9233338,0.0023883842,0.03385647,0.001482197,0.0005606281,0.00010841264,0.0021285594,0.00015014352,0.035991404],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99464977,0.0015078515,0.0010867968,0.0012860055,0.00069150847,0.00077805226],"domain_scores_gemma":[0.9894242,0.00067752576,0.0015780423,0.0019625595,0.006284937,0.00007271118],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005948573,0.00077422895,0.00069189986,0.0003602048,0.0017924855,0.0026946801,0.0022012654,0.0006182161,0.0015001623],"category_scores_gemma":[0.0009952233,0.0008609523,0.00030489772,0.0014894088,0.0016922415,0.001531076,0.0017309461,0.0010160921,0.0008454854],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005089896,0.0007655701,0.019976046,0.0017619352,0.00020647112,0.000016370383,0.0013692598,0.00021436985,0.00045518056,0.893589,0.02447704,0.057117835],"study_design_scores_gemma":[0.0009642924,6.668424e-7,0.044923984,0.008478568,0.00023644249,0.000009858989,0.0009158581,0.028806351,0.001975969,0.03840604,0.8736963,0.001585628],"about_ca_topic_score_codex":0.011972793,"about_ca_topic_score_gemma":0.0056716013,"teacher_disagreement_score":0.855183,"about_ca_system_score_codex":0.00018555175,"about_ca_system_score_gemma":0.0002493312,"threshold_uncertainty_score":0.99993247},"labels":[],"label_agreement":null},{"id":"W4290972950","doi":"","title":"Le management collaboratif en réseau numérique, comme levier d’innovation d’usage : le cas d’un produit innovant chez Décathlon","year":2017,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Humanities; Philosophy; Art","score_opus":0.021740580094448462,"score_gpt":0.2410756804539966,"score_spread":0.21933510035954815,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4290972950","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07686218,0.0021903762,0.11367358,0.23388469,0.0022759247,0.0036465982,0.0001211338,0.0006406052,0.5667049],"genre_scores_gemma":[0.9398959,0.0011326455,0.014372127,0.0010173285,0.00042673026,0.00046254584,0.0045761517,0.00020069789,0.037915844],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99235445,0.0018146986,0.002000368,0.0018529935,0.0009870526,0.0009904531],"domain_scores_gemma":[0.97953343,0.00038670358,0.0033058547,0.004126955,0.012575176,0.00007186567],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.014167049,0.0010734468,0.0010280035,0.0010704871,0.0028397033,0.0037763459,0.0029012603,0.0008652939,0.00044557138],"category_scores_gemma":[0.0019893372,0.0012652942,0.0002524748,0.0037460853,0.0006841039,0.0029286132,0.0031847076,0.0014808363,0.0004099341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005614531,0.0015196406,0.0034510081,0.0019640978,0.0002944226,0.000034178796,0.0024556099,0.00010859557,0.00220112,0.91726017,0.0061524576,0.06450258],"study_design_scores_gemma":[0.003254832,0.0000016117363,0.06468419,0.0073107756,0.00024605324,0.000022026725,0.0013282739,0.010135664,0.01973447,0.056773268,0.83415425,0.0023546037],"about_ca_topic_score_codex":0.0091257915,"about_ca_topic_score_gemma":0.0049430355,"teacher_disagreement_score":0.8630338,"about_ca_system_score_codex":0.00039465594,"about_ca_system_score_gemma":0.0010625296,"threshold_uncertainty_score":0.9989797},"labels":[],"label_agreement":null},{"id":"W4293159185","doi":"10.3917/recma.343.0103","title":"La finalité des coopératives bancaires : un avantage pour attirer de futurs diplômés","year":2017,"lang":"fr","type":"article","venue":"RECMA","topic":"Business Strategy and Innovation","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":"Molecular biology; Gynecology; Biology; Medicine","score_opus":0.04182976895569079,"score_gpt":0.28669252023029823,"score_spread":0.24486275127460744,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293159185","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8202038,0.005270487,0.0011107997,0.018464547,0.0017124785,0.00022122345,0.000015285023,0.000115345174,0.15288606],"genre_scores_gemma":[0.96863294,0.00058678875,0.00091696996,0.00070795265,0.00232029,0.000018447954,0.000036406636,0.0000487249,0.026731465],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9985185,0.00006738381,0.00033934665,0.00036115074,0.00018820367,0.00052541465],"domain_scores_gemma":[0.9984651,0.000086433276,0.0005195231,0.00049015123,0.00041435682,0.000024423878],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007523861,0.00032013076,0.00029081223,0.00012762404,0.0013871194,0.0015260121,0.00047647682,0.00029381394,0.00186382],"category_scores_gemma":[0.00049031177,0.00031583747,0.000106277075,0.0002625803,0.0005913602,0.003637736,0.00020298692,0.00032715025,0.00070624327],"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":[0.000138795,0.00033498157,0.24088918,0.0016085409,0.00015848488,0.0001889751,0.00037837113,0.000027690867,0.0019593302,0.32460186,0.018197022,0.4115168],"study_design_scores_gemma":[0.0007193415,0.000014622733,0.6299771,0.00082992285,0.00012296722,0.000019745143,0.0004259137,0.00093903084,0.0010259792,0.018956155,0.34652546,0.0004437486],"about_ca_topic_score_codex":0.0010414044,"about_ca_topic_score_gemma":0.00022681498,"teacher_disagreement_score":0.41107306,"about_ca_system_score_codex":0.00005660344,"about_ca_system_score_gemma":0.00010457422,"threshold_uncertainty_score":0.99992937},"labels":[],"label_agreement":null},{"id":"W4293167542","doi":"10.3917/dunod.marti.2021.02.0663","title":"Grand manuel de psychologie positive","year":2021,"lang":"fr","type":"book-chapter","venue":"Dunod eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Dawson College; Université du Québec à Montréal","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.04004286545878128,"score_gpt":0.24747628603097893,"score_spread":0.20743342057219766,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293167542","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0030960534,0.0013969637,0.0017532106,0.0027829346,0.0021345222,0.00041339858,0.00003574581,0.00014767375,0.9882395],"genre_scores_gemma":[0.41929638,0.0001792788,0.0006376417,0.010477043,0.0027930785,0.00004448057,0.00091110356,0.00021928447,0.56544167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976916,0.000019888372,0.0006181083,0.00074342056,0.0003075715,0.0006194424],"domain_scores_gemma":[0.9980265,0.000053067724,0.00054358103,0.0004946038,0.0008556596,0.000026608057],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003805943,0.0006591502,0.00056589866,0.00034679368,0.00047031106,0.00064845855,0.00035467767,0.00081869226,0.0020144405],"category_scores_gemma":[0.000060824932,0.00072078034,0.00026465103,0.00011271068,0.00038292617,0.00057672686,0.00022128486,0.0007692028,0.0011839404],"study_design_candidate":"theoretical_or_conceptual","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":[0.00009852361,0.000052415064,0.00040969197,0.00052130164,0.0001988086,0.00037993497,0.000028967273,0.0000074876452,0.00065841654,0.9472237,0.0024936115,0.04792714],"study_design_scores_gemma":[0.0012579858,0.000031169508,0.008150182,0.0017306227,0.0004993967,0.00007043803,0.00006651389,0.00018399107,0.00041270826,0.073725514,0.9126126,0.0012588418],"about_ca_topic_score_codex":0.00018843025,"about_ca_topic_score_gemma":0.00007125007,"teacher_disagreement_score":0.91011906,"about_ca_system_score_codex":0.000098582816,"about_ca_system_score_gemma":0.0001122003,"threshold_uncertainty_score":0.99959373},"labels":[],"label_agreement":null},{"id":"W4293210949","doi":"10.51202/0947-7527-2022-11-062-1","title":"Walmart baut neue Technologie-Standorte auf","year":2022,"lang":"de","type":"article","venue":"Lebensmittel Zeitung","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Art","score_opus":0.018512585275054543,"score_gpt":0.21081862795451217,"score_spread":0.19230604267945764,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293210949","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.57283723,0.034403764,0.0048261676,0.10388207,0.04622424,0.0050202217,0.00027960775,0.005604208,0.22692247],"genre_scores_gemma":[0.9832976,0.00017789965,0.00016264862,0.007709836,0.003020898,0.00017496709,0.00047673637,0.00013618074,0.0048432746],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9959828,0.000056322013,0.00095250487,0.0009946028,0.00091109937,0.001102671],"domain_scores_gemma":[0.9978286,0.00006446274,0.0007475714,0.0009272814,0.00040321512,0.000028851799],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009369111,0.00064780173,0.0006082668,0.00091678964,0.0021135043,0.0007056438,0.0010003488,0.00031820292,0.005859689],"category_scores_gemma":[0.00016770842,0.00069993903,0.00023905149,0.0033721495,0.0002109182,0.0017641063,0.0015250858,0.0014779818,0.0016028933],"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":[0.00070123945,0.0014853636,0.048065785,0.001488052,0.00097126525,0.0010706055,0.00023723306,0.0055427314,0.0053253765,0.52163154,0.32163024,0.091850586],"study_design_scores_gemma":[0.0014231878,0.00006200685,0.015761632,0.00008993692,0.00039319397,0.000017405897,0.000771443,0.011328813,0.00019665547,0.004928185,0.96400106,0.0010265077],"about_ca_topic_score_codex":0.0007320372,"about_ca_topic_score_gemma":0.000039304075,"teacher_disagreement_score":0.6423708,"about_ca_system_score_codex":0.00020720564,"about_ca_system_score_gemma":0.0001466683,"threshold_uncertainty_score":0.99954516},"labels":[],"label_agreement":null},{"id":"W4293660584","doi":"10.1287/stsc.2022.0174","title":"See You in Your Backyard: Multipoint Contact, Firm’s Capacity and Capability, and Technological Expansion","year":2022,"lang":"en","type":"article","venue":"Strategy Science","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Industrial organization; Competition (biology); Product (mathematics); Business; Technological change; Competitive advantage; Economics; Marketing","score_opus":0.0427439726515457,"score_gpt":0.25089898503390207,"score_spread":0.20815501238235637,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293660584","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99430805,0.00005312257,0.000050164916,0.0009715375,0.00013190506,0.0002661873,0.0000036744382,0.000078249956,0.004137128],"genre_scores_gemma":[0.99949485,0.000005587889,0.000113818474,0.00027200353,0.00004048047,0.00003363763,0.0000051195316,0.000005617062,0.000028860562],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9986012,0.00001535105,0.00024323669,0.0005006433,0.00032657327,0.00031297878],"domain_scores_gemma":[0.9995536,0.000019675303,0.00011203004,0.00018210482,0.0001178499,0.000014698528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013409379,0.00014078802,0.00015376513,0.00032818576,0.0006179106,0.00028240855,0.0002548687,0.00005719131,0.00015605599],"category_scores_gemma":[0.00015258565,0.0001253387,0.000013742472,0.0016059801,0.0006912894,0.0016551537,0.0004168073,0.0003233873,0.0000087485205],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011610187,0.00034074727,0.5173277,0.00019615082,0.000004468694,0.00004393287,0.000242182,0.0007720102,0.116090424,0.33496407,0.000128155,0.029774036],"study_design_scores_gemma":[0.0006028566,0.00004990819,0.96450967,0.000018511035,0.0000054737397,0.00001983959,0.0023803168,0.01264728,0.00034652057,0.017609727,0.0015366367,0.00027324483],"about_ca_topic_score_codex":0.0011913062,"about_ca_topic_score_gemma":0.00015645668,"teacher_disagreement_score":0.44718197,"about_ca_system_score_codex":0.00005775344,"about_ca_system_score_gemma":0.00006399954,"threshold_uncertainty_score":0.5111164},"labels":[],"label_agreement":null},{"id":"W4294895515","doi":"10.1111/j.1936-4490.2003.tb00307.x","title":"Book Reviews Recensions de livre","year":2003,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Entrepreneurship; Economic geography; Regional science; Sociology; Political science; Geography; Law","score_opus":0.12489687190780197,"score_gpt":0.3117436929737474,"score_spread":0.1868468210659454,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4294895515","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8580729,0.0054823454,0.002908268,0.007277287,0.0017804432,0.0005377852,0.000016615331,0.00003014059,0.12389426],"genre_scores_gemma":[0.98977333,0.0001303521,0.005361495,0.003767839,0.00048860995,0.000009412026,0.0000055128257,0.0000120395325,0.0004514074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99753606,0.000119339296,0.0008098045,0.0003840842,0.00019812452,0.0009525551],"domain_scores_gemma":[0.9977684,0.00009149287,0.0009243886,0.00017035802,0.0007104165,0.00033495104],"candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.004680423,0.00026230855,0.00034033932,0.0008133784,0.0022261618,0.0009928338,0.00069070654,0.00013066431,0.00082873064],"category_scores_gemma":[0.0027342471,0.0002365023,0.00012688238,0.002864828,0.0027661717,0.00350333,0.000010414949,0.00030617943,0.000029608898],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000043983986,0.00012418741,0.037529044,0.00030797668,0.000032740103,0.00060875044,0.002954784,0.0009447691,0.0021790832,0.91665345,0.035187256,0.003433963],"study_design_scores_gemma":[0.0005495374,0.0016725119,0.018019617,0.00092366996,0.0001238251,0.0029049786,0.008367567,0.0018505197,0.0014451136,0.07059961,0.8925316,0.0010114826],"about_ca_topic_score_codex":0.0040705493,"about_ca_topic_score_gemma":0.17649819,"teacher_disagreement_score":0.8573443,"about_ca_system_score_codex":0.0005132694,"about_ca_system_score_gemma":0.0072344393,"threshold_uncertainty_score":0.9999477},"labels":[],"label_agreement":null},{"id":"W4298000971","doi":"10.1002/9781119678816.iehc0693","title":"Communicative Constitution Model of Organizations","year":2022,"lang":"en","type":"other","venue":"The International Encyclopedia of Health Communication","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université du Québec à Montréal","funders":"","keywords":"Constitution; Linguistics; Communication; Political science; Sociology; Law; Philosophy","score_opus":0.030725074618773395,"score_gpt":0.2769255921529688,"score_spread":0.24620051753419542,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4298000971","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012182662,0.0013337252,0.0015579518,0.012019418,0.00034554084,0.00050122093,0.000085391635,0.00009236388,0.98394257],"genre_scores_gemma":[0.74559695,0.040683728,0.010225649,0.008665506,0.001093313,0.0005109906,0.020038946,0.0007326627,0.17245229],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99858665,0.00007009364,0.0007002915,0.00013726726,0.00039760186,0.00010810606],"domain_scores_gemma":[0.995996,0.000092324124,0.002278066,0.00092414033,0.0007048251,0.000004675661],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007995321,0.00015287996,0.0002769138,0.00039821415,0.0002615409,0.00002322202,0.0015769989,0.00008639549,0.0029211557],"category_scores_gemma":[0.00028337236,0.00013484809,0.00004080208,0.000859444,0.0002784416,0.00028363045,0.0006206124,0.000313351,0.000028004099],"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":[0.000015175727,0.00016459,0.0006997188,0.00017069106,0.00006656459,2.6542445e-8,0.00014093153,0.0017308994,0.000015093627,0.73907334,0.25565925,0.0022637374],"study_design_scores_gemma":[0.0002980891,0.0000074675563,0.00059061195,0.0002003402,0.00003755957,7.515505e-7,0.00032281227,0.011426289,0.0000037452676,0.008413372,0.97854614,0.00015283062],"about_ca_topic_score_codex":0.004751325,"about_ca_topic_score_gemma":0.00047988023,"teacher_disagreement_score":0.8114903,"about_ca_system_score_codex":0.0000992269,"about_ca_system_score_gemma":0.00037593945,"threshold_uncertainty_score":0.9979903},"labels":[],"label_agreement":null},{"id":"W4300121581","doi":"","title":"L'inra modélise les interactions produits-process","year":2015,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Mod; Mathematics; Combinatorics","score_opus":0.032767748703098676,"score_gpt":0.2532234902203275,"score_spread":0.2204557415172288,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300121581","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.24431956,0.003807521,0.08476096,0.11220737,0.0030920007,0.0015335382,0.000087736706,0.00085355993,0.54933774],"genre_scores_gemma":[0.94112515,0.0002753933,0.0050837887,0.00038068698,0.00046528518,0.00019307299,0.0019218107,0.00011685944,0.05043796],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9954381,0.0011126087,0.0010167942,0.001175094,0.00066211977,0.0005953],"domain_scores_gemma":[0.9806815,0.00039613913,0.0013819002,0.0018623843,0.015596948,0.00008113557],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0060243215,0.0006564081,0.00056917657,0.0005170171,0.00096671627,0.0018752448,0.0015006844,0.0004761968,0.0012762059],"category_scores_gemma":[0.0030501229,0.00072988507,0.00022644008,0.0016977399,0.0004399328,0.0023951342,0.0013160632,0.0012648138,0.00072740583],"study_design_candidate":"theoretical_or_conceptual","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":[0.00007090913,0.0018712133,0.010654755,0.0021059515,0.00020664472,0.000011731764,0.003320926,0.0017857788,0.0011785866,0.8704089,0.016943358,0.09144128],"study_design_scores_gemma":[0.0018169661,5.89936e-7,0.027078455,0.010704234,0.00046606263,0.000028822902,0.0013263626,0.13511933,0.007358182,0.06195372,0.7519065,0.0022407693],"about_ca_topic_score_codex":0.004748859,"about_ca_topic_score_gemma":0.0028467777,"teacher_disagreement_score":0.80845517,"about_ca_system_score_codex":0.0002211641,"about_ca_system_score_gemma":0.00045250353,"threshold_uncertainty_score":0.99963677},"labels":[],"label_agreement":null},{"id":"W4300693868","doi":"10.7202/1024320ar","title":"Gestion des relations banques-PME","year":2014,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Sociology; Philosophy","score_opus":0.021793807282035053,"score_gpt":0.2382817712781031,"score_spread":0.21648796399606804,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300693868","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.481082,0.0014497224,0.07897481,0.36599556,0.00247808,0.0005420409,0.000040879724,0.00042085725,0.06901605],"genre_scores_gemma":[0.7620472,0.0075600254,0.01950734,0.0043087136,0.0041898605,0.0001574795,0.0010649327,0.00014821731,0.20101623],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99761844,0.0003166246,0.0007913196,0.00064415834,0.00020583683,0.0004236324],"domain_scores_gemma":[0.9945683,0.0033582975,0.00068998436,0.00042100955,0.0009033703,0.000059031292],"candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0021790992,0.0004017657,0.00032954675,0.0005842906,0.00026744924,0.001036087,0.0003462294,0.00048746847,0.0030014575],"category_scores_gemma":[0.008433437,0.0005046343,0.0001865328,0.0005111235,0.0002918966,0.004066635,0.0001826569,0.0007867914,0.0026293078],"study_design_candidate":"theoretical_or_conceptual","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":[0.00007285648,0.00039481887,0.11111613,0.0004288302,0.00010136639,0.00001664426,0.00014508016,0.06305098,0.00020863555,0.63192695,0.018090526,0.17444718],"study_design_scores_gemma":[0.0009327341,0.000021527941,0.34484866,0.001566637,0.000123518,0.000070077855,0.000035697798,0.10793835,0.00004775816,0.09073048,0.45319661,0.00048794525],"about_ca_topic_score_codex":0.0012152721,"about_ca_topic_score_gemma":0.00038437184,"teacher_disagreement_score":0.54119647,"about_ca_system_score_codex":0.0007196743,"about_ca_system_score_gemma":0.00015902035,"threshold_uncertainty_score":0.99991894},"labels":[],"label_agreement":null},{"id":"W4300872127","doi":"10.17615/xx06-vn03","title":"Inducible competitors and adaptive diversification","year":2021,"lang":"en","type":"article","venue":"UNC Libraries","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; National Evolutionary Synthesis Center; National Science Foundation","keywords":"Competitor analysis; Diversification (marketing strategy); Business; Marketing","score_opus":0.03577470751449668,"score_gpt":0.19529145099332199,"score_spread":0.1595167434788253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4300872127","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7088863,0.00077058724,0.0046206843,0.014280279,0.0014651379,0.00021766966,0.000005762845,0.00040350674,0.26935002],"genre_scores_gemma":[0.99570537,0.0000036841755,0.001964151,0.0011786779,0.00053052825,0.0000035248752,0.000096995485,0.000008143477,0.000508929],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9995806,0.0000040001387,0.0000936615,0.00015336266,0.00008125503,0.00008707981],"domain_scores_gemma":[0.99967796,0.000016465296,0.000064403925,0.00009568265,0.00014146858,0.0000039970037],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000046304885,0.000070371694,0.00007283327,0.000079422716,0.0001828456,0.0003996557,0.000052109328,0.00004593882,0.0003025553],"category_scores_gemma":[0.0000429194,0.00006816333,0.000012030515,0.0004991246,0.00006915882,0.0028888627,0.000094644405,0.000059811737,0.00007856939],"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":[0.000011942432,0.000017833312,0.018662123,0.000029046272,0.000008098474,0.000002948931,0.00003332951,0.0000051365414,0.0004163037,0.9758924,0.0035107753,0.0014100168],"study_design_scores_gemma":[0.0006745017,0.000010690358,0.3180341,0.000073310446,0.00004974489,0.000003169649,0.0026983053,0.0015132783,0.00643299,0.46598098,0.20412578,0.0004031366],"about_ca_topic_score_codex":0.000078292396,"about_ca_topic_score_gemma":0.0000112458765,"teacher_disagreement_score":0.5099115,"about_ca_system_score_codex":0.000004085456,"about_ca_system_score_gemma":0.000029755767,"threshold_uncertainty_score":0.3853889},"labels":[],"label_agreement":null},{"id":"W4302307172","doi":"10.1522/revueot.v31n2.1479","title":"L’apport des arts et de la culture au développement des écosystèmes entrepreneuriaux : le cas du hub territorial Avantage numérique","year":2022,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec à Trois-Rivières; Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.017578470392003324,"score_gpt":0.25221937346793954,"score_spread":0.2346409030759362,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4302307172","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8900194,0.0018748507,0.00443813,0.0780912,0.006185947,0.0009331285,0.00017250712,0.00043692449,0.017847896],"genre_scores_gemma":[0.98398256,0.00039003283,0.0014292252,0.0006430173,0.0066642407,0.00019619787,0.000699832,0.00010355695,0.0058913296],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.99740565,0.0002837713,0.0007183214,0.0005866829,0.00036207668,0.0006434724],"domain_scores_gemma":[0.99848384,0.000109505294,0.0006042154,0.0004051707,0.0003463874,0.000050862986],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011934825,0.00045279047,0.00038194723,0.00033305178,0.002614068,0.00095398305,0.0004455891,0.00023577234,0.0014030307],"category_scores_gemma":[0.00040946782,0.00053028093,0.00015438297,0.0009668353,0.00038247427,0.0020941023,0.00046113532,0.0005412621,0.00005943838],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011270896,0.002025192,0.6584588,0.002194187,0.00030628906,0.00040475323,0.04210309,0.0020741008,0.013826668,0.13937132,0.12711532,0.012007527],"study_design_scores_gemma":[0.0009542212,0.00005044327,0.15143345,0.00041530668,0.00013421991,0.00026585144,0.004977133,0.0003745129,0.001283851,0.024755808,0.8147209,0.00063428626],"about_ca_topic_score_codex":0.03379151,"about_ca_topic_score_gemma":0.008783345,"teacher_disagreement_score":0.68760556,"about_ca_system_score_codex":0.0026055442,"about_ca_system_score_gemma":0.0017183906,"threshold_uncertainty_score":0.99971485},"labels":[],"label_agreement":null},{"id":"W4312721721","doi":"10.7202/1090650ar","title":"Les réseaux sociaux patronaux : quels enseignements pour la relation RH-innovation organisationnelle des PME françaises ?","year":2022,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy; Sociology","score_opus":0.030654336910410487,"score_gpt":0.25731124061445193,"score_spread":0.22665690370404146,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312721721","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8493412,0.00074959715,0.03191055,0.10103032,0.0010738887,0.00053019985,0.000095073985,0.00023165316,0.015037504],"genre_scores_gemma":[0.95306194,0.001777624,0.006383313,0.0018860076,0.001165063,0.00024827744,0.001574683,0.00011214527,0.033790935],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99696785,0.00048571525,0.0010360497,0.0006982857,0.00039414456,0.0004179473],"domain_scores_gemma":[0.9951698,0.0021370884,0.0011868519,0.00033037507,0.0011407865,0.000035096098],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023484316,0.00043166842,0.00033588108,0.0008513465,0.000999726,0.00077148183,0.0004001826,0.00031551826,0.00816416],"category_scores_gemma":[0.003139278,0.0005827003,0.00016429581,0.0010548508,0.00023031535,0.0029064585,0.0003937031,0.0009008747,0.00047638948],"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":[0.0001444752,0.00086226425,0.22075069,0.000455768,0.00020676319,0.00003920508,0.0013535065,0.07823665,0.001399959,0.6096906,0.009725097,0.07713501],"study_design_scores_gemma":[0.0023066825,0.000038748123,0.55909747,0.00058304716,0.00018402936,0.00009527973,0.0013417745,0.0434513,0.00013634509,0.13375051,0.25821903,0.00079580327],"about_ca_topic_score_codex":0.0017898392,"about_ca_topic_score_gemma":0.00020371434,"teacher_disagreement_score":0.4759401,"about_ca_system_score_codex":0.0014653914,"about_ca_system_score_gemma":0.00045323677,"threshold_uncertainty_score":0.99966246},"labels":[],"label_agreement":null},{"id":"W4312820064","doi":"10.7202/1090648ar","title":"35 ans de recherche sur les PME et l’entrepreneuriat : fondations et contributions de la RIPME","year":2022,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.053575165012891744,"score_gpt":0.29915462085553346,"score_spread":0.2455794558426417,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4312820064","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.48056003,0.0014797951,0.04531557,0.4514822,0.0011056141,0.0006330913,0.0007658988,0.00033399003,0.018323783],"genre_scores_gemma":[0.84878415,0.021202074,0.012955283,0.012010824,0.0017810956,0.00079439307,0.0044935574,0.0001809922,0.09779764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9953047,0.0023978185,0.0008107413,0.0006965122,0.00025301825,0.0005371933],"domain_scores_gemma":[0.98840797,0.0094736405,0.0008068988,0.00046180372,0.0007731518,0.00007655974],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0075532817,0.00040916825,0.00036005577,0.0005728924,0.00044957618,0.0010406715,0.0005313899,0.0004816751,0.005686136],"category_scores_gemma":[0.013252459,0.0005484417,0.0002517313,0.0007105959,0.00019240212,0.0021751444,0.00047865804,0.0019877695,0.00030613458],"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":[0.00014958812,0.001214696,0.12183757,0.00026800352,0.00023058569,0.000085788124,0.0005635512,0.17172559,0.0012631341,0.652405,0.029696515,0.020559985],"study_design_scores_gemma":[0.0019648985,0.000028087117,0.12405943,0.00064332614,0.00021206324,0.00021505257,0.00028829178,0.05761659,0.00013270909,0.07384457,0.7403709,0.00062407344],"about_ca_topic_score_codex":0.0025020717,"about_ca_topic_score_gemma":0.00041448354,"teacher_disagreement_score":0.7106744,"about_ca_system_score_codex":0.0020104656,"about_ca_system_score_gemma":0.0009769053,"threshold_uncertainty_score":0.99999636},"labels":[],"label_agreement":null},{"id":"W4313067493","doi":"10.7202/1092848ar","title":"L’innovation ouverte : paradoxe entre métaphores de Morgan","year":2022,"lang":"fr","type":"article","venue":"Enjeux et société Approches transdisciplinaires","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy; Sociology","score_opus":0.02716660193722995,"score_gpt":0.2833215842828822,"score_spread":0.2561549823456522,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313067493","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.79982096,0.012279956,0.013061877,0.119729236,0.0056586205,0.0015681749,0.00014425573,0.00077383744,0.046963114],"genre_scores_gemma":[0.98626786,0.00022750931,0.0006828139,0.00399433,0.001444711,0.00034625886,0.0007697133,0.00014557347,0.0061212094],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99620724,0.00014195724,0.0009769915,0.000848491,0.00082062505,0.0010046858],"domain_scores_gemma":[0.99821854,0.00012391395,0.00061336084,0.00046361462,0.00054521713,0.00003535926],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0015672232,0.0006467145,0.0005494677,0.00063445227,0.0019746572,0.00063142926,0.00078267936,0.00031058877,0.0045907483],"category_scores_gemma":[0.00014439665,0.0007523672,0.00026207973,0.0040190984,0.00041769486,0.002528052,0.00044922938,0.0011375037,0.00013568475],"study_design_candidate":"theoretical_or_conceptual","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":[0.00045990432,0.0015953189,0.004980332,0.0030611695,0.0003535349,0.0000718272,0.018478274,0.0069255433,0.0031512263,0.8606915,0.053052414,0.04717899],"study_design_scores_gemma":[0.0054304725,0.00021525784,0.15690435,0.0006821293,0.0009346618,0.00008105202,0.059652705,0.020823967,0.001797289,0.30218846,0.4481436,0.0031460552],"about_ca_topic_score_codex":0.0003812277,"about_ca_topic_score_gemma":0.00014378021,"teacher_disagreement_score":0.55850303,"about_ca_system_score_codex":0.00037311786,"about_ca_system_score_gemma":0.00045906001,"threshold_uncertainty_score":0.9994927},"labels":[],"label_agreement":null},{"id":"W4313486821","doi":"10.1522/radm.no6.1506","title":"Rétention du personnel : le cas d’une organisation manufacturière témiscabitibienne qui tire son épingle du jeu","year":2022,"lang":"fr","type":"article","venue":"Ad machina l avenir de l humain au travail","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec en Abitibi-Témiscamingue","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.010626656024676006,"score_gpt":0.20116400287381453,"score_spread":0.19053734684913853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313486821","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9372351,0.0018301663,0.0023554354,0.03553089,0.0035405348,0.00077373406,0.000067692075,0.0003472658,0.018319154],"genre_scores_gemma":[0.9819723,0.00012897857,0.00016700913,0.002178605,0.0020968642,0.00010278804,0.0012268164,0.00015961075,0.011967076],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99643755,0.00022310518,0.0007964383,0.0008660846,0.00062942796,0.0010473665],"domain_scores_gemma":[0.9983741,0.00006061891,0.00074148685,0.0004767705,0.0002853573,0.00006163224],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0016376503,0.00062699366,0.0004914292,0.00046776686,0.0035723187,0.0006449161,0.0005494068,0.00029794444,0.005445815],"category_scores_gemma":[0.000103496546,0.0007715625,0.00026306583,0.0011687411,0.00025560913,0.0023014275,0.0003482434,0.0009052917,0.00054026325],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014933184,0.0073842304,0.080103464,0.008047643,0.0008739053,0.0012596375,0.061139014,0.007975556,0.021719696,0.42535132,0.12542772,0.2592245],"study_design_scores_gemma":[0.0058640838,0.00037135984,0.32941765,0.00044524478,0.0007644864,0.00047095504,0.051484387,0.05436477,0.0006496661,0.018505389,0.5350926,0.0025693954],"about_ca_topic_score_codex":0.041890703,"about_ca_topic_score_gemma":0.007288048,"teacher_disagreement_score":0.4096649,"about_ca_system_score_codex":0.00135104,"about_ca_system_score_gemma":0.00034923802,"threshold_uncertainty_score":0.9994735},"labels":[],"label_agreement":null},{"id":"W4313511669","doi":"10.3390/jrfm16010035","title":"Paradoxes and Tensions in Interorganizational Relationships: A Systematic Literature Review","year":2023,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Context (archaeology); Subject (documents); Variety (cybernetics); Diversity (politics); Epistemology; Set (abstract data type); Knowledge management; Systematic review; Sample (material); Sociology; Management science; Computer science; Political science; Economics; Artificial intelligence; Philosophy; MEDLINE; Law; Geography","score_opus":0.017575259914079863,"score_gpt":0.22353095827002786,"score_spread":0.205955698355948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4313511669","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.83100295,0.13134277,0.015342088,0.013973098,0.002405754,0.0027392234,0.000016004953,0.00017815139,0.002999963],"genre_scores_gemma":[0.9471533,0.051546194,0.00022386623,0.0007564485,0.00023860189,0.000008465662,0.00001418096,0.000008793277,0.000050181054],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99919444,0.000021989785,0.00045735005,0.00009333653,0.00014296533,0.00008990846],"domain_scores_gemma":[0.99933136,0.00004352224,0.00035455843,0.000062623396,0.00020089746,0.0000070367664],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009249973,0.000087272514,0.00022596652,0.00056041655,0.00012655904,0.000116534145,0.00006307096,0.000041404743,0.000005362358],"category_scores_gemma":[0.0005493442,0.000066832465,0.000025967262,0.0017011259,0.000019562733,0.0006783677,0.00006590146,0.00018901895,0.000011435759],"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":[0.00010776991,0.00017268377,0.21912062,0.15654726,0.000063415035,0.0005022896,0.0006445937,0.00020137813,0.000013948105,0.58050895,0.02137363,0.020743474],"study_design_scores_gemma":[0.00067197555,0.000014978476,0.90214854,0.063151315,0.00021898544,0.0000364139,0.0003859809,0.0006027546,3.5955986e-7,0.024143359,0.00845059,0.00017475017],"about_ca_topic_score_codex":0.0000037845948,"about_ca_topic_score_gemma":0.00001245559,"teacher_disagreement_score":0.6830279,"about_ca_system_score_codex":0.000008974964,"about_ca_system_score_gemma":0.000006575625,"threshold_uncertainty_score":0.2725349},"labels":[],"label_agreement":null},{"id":"W4315479124","doi":"10.1111/itor.13245","title":"Celebrating 30 years of International Transactions in Operational Research","year":2023,"lang":"en","type":"article","venue":"International Transactions in Operational Research","topic":"Business Strategy and Innovation","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":"Western University","funders":"","keywords":"Computer science; Business","score_opus":0.14164871423035694,"score_gpt":0.4083577065464779,"score_spread":0.266708992316121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4315479124","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8344516,0.00008794238,0.021854343,0.041826267,0.0046052393,0.0019003025,0.00024655182,0.00026792966,0.0947598],"genre_scores_gemma":[0.9947168,0.00013892735,0.0006194153,0.00021351618,0.0007654268,0.000401753,0.00047463796,0.000040154508,0.00262936],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9951642,0.0001450415,0.0009714252,0.00058032066,0.0025650826,0.0005738969],"domain_scores_gemma":[0.99619067,0.00065110816,0.00009539515,0.00024273487,0.00279361,0.00002645523],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0048629954,0.000187889,0.00022748995,0.0051320214,0.00043656435,0.0005190757,0.0008259862,0.00021031995,0.009881173],"category_scores_gemma":[0.00061818253,0.00022086943,0.00009521058,0.0055150823,0.00033005106,0.002888005,0.00005852874,0.001279035,0.0007934579],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00069066265,0.0025095004,0.031134877,0.00023307092,0.00026997898,0.00017454887,0.0015587189,0.47820896,0.026315376,0.39773756,0.0041646343,0.05700209],"study_design_scores_gemma":[0.004298172,0.00007714515,0.27646497,0.0005606748,0.000013196164,0.000023726616,0.0047576,0.579148,0.0021414098,0.015712552,0.11599534,0.00080720783],"about_ca_topic_score_codex":0.0027037137,"about_ca_topic_score_gemma":0.0017997782,"teacher_disagreement_score":0.382025,"about_ca_system_score_codex":0.00041600654,"about_ca_system_score_gemma":0.00051673397,"threshold_uncertainty_score":0.99998456},"labels":[],"label_agreement":null},{"id":"W4316464784","doi":"10.1108/ijebr-01-2022-0099","title":"Coopetition and the marketing/entrepreneurship interface in an international arena","year":2023,"lang":"en","type":"article","venue":"International Journal of Entrepreneurial Behaviour & Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":40,"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":"","keywords":"Coopetition; Competitor analysis; Export performance; Business; Originality; Marketing; Industrial organization; Value (mathematics); Entrepreneurship; Emerging markets; Context (archaeology); Resource (disambiguation); Resource-based view; Competitive advantage; Economics; Microeconomics; Creativity; Computer science; Game theory","score_opus":0.06973712500301477,"score_gpt":0.3635448051928887,"score_spread":0.2938076801898739,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316464784","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9848498,0.000037580452,0.000021441563,0.010403199,0.0028114745,0.00019193483,0.00000592361,0.000031403335,0.0016472327],"genre_scores_gemma":[0.9967699,0.00018135004,0.000017659811,0.0001653463,0.0026012284,0.000014889729,0.0000537575,0.0000194891,0.00017638394],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99729866,0.00023382154,0.0006689889,0.00027849825,0.001235145,0.0002848758],"domain_scores_gemma":[0.99687564,0.00038621333,0.00038250643,0.00018698904,0.0021452163,0.000023425562],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005576629,0.00014004718,0.00019183567,0.0013823231,0.00012092372,0.0009310629,0.0009899422,0.00008239052,0.00036669045],"category_scores_gemma":[0.0014764657,0.000106857304,0.00007649722,0.0008950102,0.00024975935,0.0021202662,0.00040812526,0.0005861008,0.00006620634],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007996253,0.0004254005,0.92628515,0.000030965643,0.00009778574,0.0004195592,0.00043834196,0.0016086366,0.00362598,0.02987793,0.002794004,0.026400002],"study_design_scores_gemma":[0.0065625417,0.00004033189,0.9720561,0.00031236716,0.00003053151,0.00008176502,0.00080176134,0.0035245619,0.00055303844,0.008941287,0.00686833,0.00022736481],"about_ca_topic_score_codex":0.0003357149,"about_ca_topic_score_gemma":0.00012382361,"teacher_disagreement_score":0.045770977,"about_ca_system_score_codex":0.00007683258,"about_ca_system_score_gemma":0.00006064531,"threshold_uncertainty_score":0.89782614},"labels":[],"label_agreement":null},{"id":"W4316590296","doi":"10.7202/1095749ar","title":"Le rôle clé de l’acteur tiers pour régénérer une filière","year":2022,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Physics; Political science; Humanities; Art","score_opus":0.015235180256529226,"score_gpt":0.21974655061057627,"score_spread":0.20451137035404704,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4316590296","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.037481982,0.00042519107,0.0051371614,0.18075247,0.010409088,0.000508027,0.00005442841,0.0001974862,0.76503414],"genre_scores_gemma":[0.8152741,0.000053861782,0.00073983223,0.006138844,0.0015594758,0.00015023706,0.0007012022,0.000057116846,0.17532527],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99789476,0.0000321082,0.0004552721,0.0004625607,0.0006739062,0.00048140198],"domain_scores_gemma":[0.9990875,0.000022046905,0.0003382319,0.0002643239,0.00026859477,0.000019268484],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00061513105,0.0002699303,0.00017886657,0.0005782944,0.0006384479,0.00049383094,0.0007759845,0.00007516718,0.010408371],"category_scores_gemma":[0.000029822359,0.0003588455,0.00013258484,0.0011461282,0.00006354523,0.0016536916,0.00093236926,0.00038225055,0.0008524398],"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":[0.00007736775,0.00047848004,0.009412362,0.00021320685,0.00026086826,0.00009970227,0.000037049238,0.0033788404,0.000080666294,0.70779216,0.26464903,0.013520294],"study_design_scores_gemma":[0.0011432928,0.000015291924,0.014885084,0.00006274501,0.0000915882,0.000011069081,0.0027433971,0.016866649,0.000022211172,0.017632227,0.9461541,0.00037234148],"about_ca_topic_score_codex":0.0014677414,"about_ca_topic_score_gemma":0.0000671449,"teacher_disagreement_score":0.77779216,"about_ca_system_score_codex":0.00029266285,"about_ca_system_score_gemma":0.0000850873,"threshold_uncertainty_score":0.9999255},"labels":[],"label_agreement":null},{"id":"W431713138","doi":"","title":"Management in Networks: On multi-actor decision making","year":2008,"lang":"en","type":"book","venue":"Data Archiving and Networked Services (DANS)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":162,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Accountability; Hierarchy; Computer science; Control (management); Process (computing); Management science; Process management; Game theory; Knowledge management; Operations research; Artificial intelligence; Business; Engineering; Political science; Microeconomics; Economics; Law","score_opus":0.033490765420356186,"score_gpt":0.2563421246066918,"score_spread":0.22285135918633564,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W431713138","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05389208,0.0038461802,0.040925298,0.00035908812,0.006041271,0.0036555126,0.00035402094,0.0012104228,0.88971615],"genre_scores_gemma":[0.84261775,0.012993222,0.011387714,0.010113127,0.019387046,0.00019951773,0.047608342,0.0009512804,0.05474198],"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9970927,0.000027109603,0.00071857,0.0011498567,0.00040868155,0.000603068],"domain_scores_gemma":[0.9979602,0.00017705843,0.00055553124,0.0012276707,0.000057874575,0.000021679125],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005432048,0.0006469388,0.00056219974,0.0006773141,0.00042786394,0.0004826613,0.001490795,0.0002835223,0.000031683856],"category_scores_gemma":[0.00000968727,0.0005995694,0.000060563372,0.0005972659,0.00009455167,0.0013583407,0.0016223836,0.0007053384,0.00008070656],"study_design_candidate":"design_other","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":[0.0019102828,0.0007593526,0.020985574,0.0069297273,0.0006675302,0.0014488061,0.0006085748,0.06727083,0.000008347401,0.04590772,0.053593773,0.7999095],"study_design_scores_gemma":[0.0011073094,0.00001651795,0.08378332,0.008208885,0.00014037217,0.000010561374,0.000116926516,0.65809685,8.981867e-8,0.0026109405,0.2448449,0.0010633004],"about_ca_topic_score_codex":0.00018113262,"about_ca_topic_score_gemma":0.0012074908,"teacher_disagreement_score":0.83497417,"about_ca_system_score_codex":0.00006877521,"about_ca_system_score_gemma":0.0000266782,"threshold_uncertainty_score":0.9996456},"labels":[],"label_agreement":null},{"id":"W4318618349","doi":"10.1007/978-3-031-25182-5_4","title":"Structuring SMEs Collaborations Within a Cluster","year":2023,"lang":"en","type":"book-chapter","venue":"IFIP advances in information and communication technology","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"MD Precision (Canada); École de Technologie Supérieure","funders":"","keywords":"Structuring; Knowledge management; Maturity (psychological); Business; Cluster (spacecraft); Capability Maturity Model; Marketing; Process management; Computer science; Political science","score_opus":0.015908549462013772,"score_gpt":0.23852597578468812,"score_spread":0.22261742632267434,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318618349","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0016464117,0.0024623747,0.0012858488,0.009371774,0.00076585857,0.0010302926,0.000024937162,0.0012441281,0.9821684],"genre_scores_gemma":[0.8777657,0.032983266,0.008420135,0.009419695,0.0006199342,0.0009050733,0.0053849006,0.00025765906,0.06424364],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99883807,0.000004375519,0.000723879,0.00014635151,0.00014660395,0.00014074684],"domain_scores_gemma":[0.998276,0.00003794267,0.00078115304,0.0004933085,0.0004065181,0.000005086434],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024967713,0.00021477301,0.00023400655,0.0016284498,0.0002515034,0.00022443375,0.00037514794,0.00041666935,0.000060061135],"category_scores_gemma":[0.00011511122,0.00022524824,0.000021378144,0.0006706663,0.00022588515,0.004713642,0.00030780068,0.00048129488,0.0002259055],"study_design_candidate":"theoretical_or_conceptual","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":[0.000012477711,0.000003348615,0.00015187415,0.00013352196,0.000006599614,2.5816504e-7,0.000054226315,0.0003486306,0.0000013087217,0.96518105,0.00023055049,0.03387616],"study_design_scores_gemma":[0.00036437495,0.000005705254,0.00016817576,0.00022829458,0.000012680933,0.0000030156568,0.0005409543,0.0019934352,0.0000092990795,0.4715986,0.5248224,0.00025307026],"about_ca_topic_score_codex":0.000018313644,"about_ca_topic_score_gemma":0.0004255843,"teacher_disagreement_score":0.91792476,"about_ca_system_score_codex":0.000046068202,"about_ca_system_score_gemma":0.000039734157,"threshold_uncertainty_score":0.91853565},"labels":[],"label_agreement":null},{"id":"W4318818435","doi":"10.1090/nml/054/07","title":"Winning strategies","year":2022,"lang":"en","type":"book-chapter","venue":"Anneli Lax new mathematical library","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science","score_opus":0.03084370878763556,"score_gpt":0.21331513713143968,"score_spread":0.18247142834380412,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318818435","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00008777309,0.0002640987,0.0004986364,0.003777851,0.00037211858,0.00028234415,0.000010831372,0.0006291573,0.9940772],"genre_scores_gemma":[0.009872406,0.00008490448,0.0018079777,0.008687986,0.007123638,0.00003628098,0.0015281069,0.000423168,0.97043556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99815816,0.0000041263647,0.000618082,0.00045069878,0.00043812502,0.000330831],"domain_scores_gemma":[0.9990238,0.00007090935,0.00041192622,0.00041568547,0.00005232268,0.00002535962],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00012236969,0.00047892192,0.00051055267,0.00035808684,0.00025671333,0.0009329516,0.0004872006,0.0002930895,0.08838753],"category_scores_gemma":[0.000025905296,0.00044766293,0.00018102357,0.0002391964,0.000094410934,0.005954857,0.0005076217,0.0006292937,0.0025916111],"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":[0.0000207888,0.000024953202,0.000006387037,0.0004978033,0.000042220305,0.000045005265,0.000017399652,0.00002376918,0.0000059468703,0.87592125,0.12198896,0.001405546],"study_design_scores_gemma":[0.00011140499,0.000007590701,0.000012582289,0.00015570252,0.000042904983,0.0000044388526,0.000050040464,0.0001614375,0.0000020365653,0.51416224,0.48499143,0.00029817093],"about_ca_topic_score_codex":0.000017252552,"about_ca_topic_score_gemma":7.075767e-7,"teacher_disagreement_score":0.36300248,"about_ca_system_score_codex":0.000014755773,"about_ca_system_score_gemma":0.00017617826,"threshold_uncertainty_score":0.9997975},"labels":[],"label_agreement":null},{"id":"W4318826980","doi":"10.7202/1095586ar","title":"L’artisanat français : une revue de littérature","year":2023,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Art; Political science","score_opus":0.0166344385516077,"score_gpt":0.23981407181970688,"score_spread":0.22317963326809917,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318826980","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3774868,0.001947533,0.0032962183,0.58858675,0.0022672764,0.00040248272,0.000075743475,0.00048760502,0.025449568],"genre_scores_gemma":[0.5308869,0.036093205,0.006361503,0.010359557,0.0092910575,0.0002872452,0.002131072,0.00025592864,0.4043335],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9976161,0.0001632677,0.00073529314,0.0007018351,0.00019496593,0.00058854866],"domain_scores_gemma":[0.9962967,0.001995777,0.0005655416,0.0004603314,0.000614371,0.00006725096],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0017170614,0.00041780845,0.00037346935,0.000718722,0.00018753951,0.0009849236,0.00045519782,0.0005665143,0.0019036728],"category_scores_gemma":[0.003908199,0.0005341047,0.00022809095,0.0016160888,0.00016817694,0.0024885687,0.00026857745,0.0009326048,0.0034565215],"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":[0.00014968554,0.00041481634,0.13782652,0.0014373545,0.00022962045,0.00038665894,0.0005583313,0.069074325,0.0006755406,0.53617364,0.13437125,0.11870225],"study_design_scores_gemma":[0.0008667877,0.000013408369,0.2965917,0.0015583145,0.000100717734,0.00010463138,0.000118537835,0.061824404,0.00007260792,0.03356837,0.6046834,0.00049709895],"about_ca_topic_score_codex":0.0016003198,"about_ca_topic_score_gemma":0.0005985602,"teacher_disagreement_score":0.5782272,"about_ca_system_score_codex":0.0004396393,"about_ca_system_score_gemma":0.00019123335,"threshold_uncertainty_score":0.99971104},"labels":[],"label_agreement":null},{"id":"W4318989203","doi":"10.1108/ijebr-12-2022-1159","title":"With a little help from my friends: the interaction between coopetition, an entrepreneurial orientation and firm performance","year":2023,"lang":"en","type":"article","venue":"International Journal of Entrepreneurial Behaviour & Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":37,"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":"","keywords":"Coopetition; Entrepreneurial orientation; Originality; Competitor analysis; Business; Marketing; Stakeholder; Resource-based view; Value (mathematics); Industrial organization; Knowledge management; Entrepreneurship; Competitive advantage; Microeconomics; Creativity; Psychology; Economics; Management; Computer science; Social psychology; Game theory","score_opus":0.0639924220741705,"score_gpt":0.341070098607158,"score_spread":0.2770776765329875,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4318989203","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9951047,0.000013830494,0.00007339212,0.0025862912,0.0016513476,0.00017867313,0.000019847103,0.000037468333,0.00033445944],"genre_scores_gemma":[0.99304366,0.00006332247,0.00002908135,0.000082336504,0.006360443,0.000014991744,0.0003073103,0.000020543752,0.000078290366],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9977004,0.00008663743,0.0004951754,0.00028518293,0.0011926369,0.00023998729],"domain_scores_gemma":[0.99690014,0.0002121606,0.00040952058,0.00018816942,0.0022609283,0.000029057412],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011707332,0.0001414414,0.00016024789,0.0006375852,0.000281742,0.0008154624,0.00048390674,0.00007257367,0.00038005513],"category_scores_gemma":[0.00018507715,0.000101340804,0.000046703623,0.0008154791,0.000145281,0.0027998018,0.0001785406,0.00045644108,0.00008147289],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014506356,0.00015995611,0.9776114,0.000014401322,0.00010020949,0.00007212609,0.0004815018,0.00063602434,0.0018897521,0.0015806019,0.0012783228,0.014725064],"study_design_scores_gemma":[0.0024121788,0.00019746869,0.982516,0.00019812136,0.00010307134,0.000033298867,0.0013137949,0.0012458144,0.0023672953,0.0019268722,0.007482685,0.00020338011],"about_ca_topic_score_codex":0.0007190159,"about_ca_topic_score_gemma":0.00008326968,"teacher_disagreement_score":0.014521684,"about_ca_system_score_codex":0.00006083814,"about_ca_system_score_gemma":0.00008214737,"threshold_uncertainty_score":0.7863523},"labels":[],"label_agreement":null},{"id":"W4323322717","doi":"10.1007/s10660-023-09675-8","title":"Solutions for the commercialization challenges of Horizon Europe and earth observation consortia: co-creation, innovation, decision-making, tech-transfer, and sustainability actions","year":2023,"lang":"en","type":"article","venue":"Electronic Commerce Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Nexen (Canada)","funders":"Fundação para a Ciência e a Tecnologia; Horizon 2020 Framework Programme; European Commission","keywords":"Coopetition; Commercialization; Sustainability; Context (archaeology); Business; Business model; Alliance; Corporate governance; Value (mathematics); Industrial organization; Knowledge management; Economics; Marketing; Political science; Game theory; Computer science; Ecology","score_opus":0.11451446846333588,"score_gpt":0.39033096741131973,"score_spread":0.2758164989479839,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4323322717","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8146036,0.0022070599,0.107413724,0.06800925,0.00018956148,0.0033900863,0.000022291535,0.0003061307,0.0038582885],"genre_scores_gemma":[0.99718755,0.0021131737,0.000029040359,0.000089259855,0.00017646585,0.00017922978,0.00012708941,0.000023755878,0.00007440769],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9983349,0.00007858172,0.00041504783,0.00029279554,0.00035671235,0.0005219732],"domain_scores_gemma":[0.9952947,0.0010609322,0.00010996202,0.00028028878,0.0032459148,0.00000823606],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003969133,0.00013157984,0.00016722584,0.00072447374,0.0015208778,0.00018595438,0.0001805133,0.00010326546,0.000021235013],"category_scores_gemma":[0.0021993986,0.00011375666,0.000023789209,0.0045842226,0.00034810143,0.000798081,0.00012126303,0.00033338135,0.0000046508694],"study_design_candidate":"theoretical_or_conceptual","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":[0.000095236544,0.000053831394,0.0034184551,0.00022687232,0.000025597767,1.340796e-7,0.00007671883,0.00012977778,0.00041355277,0.85858417,0.0015527288,0.13542295],"study_design_scores_gemma":[0.001194352,0.0002764978,0.5014024,0.00016539366,0.00007952903,0.0000035675025,0.0032347678,0.032028057,0.00012836694,0.2122462,0.2489002,0.000340667],"about_ca_topic_score_codex":0.00020020542,"about_ca_topic_score_gemma":0.000564944,"teacher_disagreement_score":0.6463379,"about_ca_system_score_codex":0.00006480132,"about_ca_system_score_gemma":0.00024945854,"threshold_uncertainty_score":0.999779},"labels":[],"label_agreement":null},{"id":"W4328094400","doi":"10.54691/bcpbm.v38i.3717","title":"The Case Analysis of LVMH Moët Hennessy Louis Vuitton","year":2023,"lang":"en","type":"article","venue":"BCP Business & Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"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 Toronto","funders":"","keywords":"Profit (economics); Business; Strategic management; Marketing; Mergers and acquisitions; Profit margin; Competition (biology); Management; Industrial organization; Economics; Finance","score_opus":0.022846201845535243,"score_gpt":0.24028916303948047,"score_spread":0.21744296119394524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4328094400","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97853994,0.00018215126,0.00046601647,0.0042761676,0.0012585564,0.00070173753,0.000011182352,0.0005163724,0.014047864],"genre_scores_gemma":[0.99713105,0.00021219293,0.000067254965,0.00035704626,0.0003853308,0.000110990724,0.00026147836,0.00004345809,0.001431196],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99785775,0.000017917786,0.00068203546,0.00047168822,0.0004534682,0.0005171167],"domain_scores_gemma":[0.9978852,0.00007168288,0.00049604505,0.0007629911,0.0007711881,0.000012855154],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009208613,0.00031374392,0.00041045278,0.0016341046,0.00064775784,0.00040376824,0.0005031818,0.000089775756,0.00024357862],"category_scores_gemma":[0.00007584208,0.00024199083,0.00017783018,0.01880144,0.00014706925,0.0009686662,0.00046751442,0.000113900045,0.00043928693],"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":[0.0001766662,0.00031516023,0.004011643,0.0014874855,0.002871409,0.0017585844,0.00007960003,0.022364702,0.00022432911,0.26037836,0.018023979,0.68830806],"study_design_scores_gemma":[0.00071895006,0.0000018393096,0.8053922,0.00007604543,0.0023650592,0.000010899558,0.001072366,0.024995923,0.000020025795,0.003437406,0.1613677,0.0005415957],"about_ca_topic_score_codex":0.0011731059,"about_ca_topic_score_gemma":0.00028534123,"teacher_disagreement_score":0.8013806,"about_ca_system_score_codex":0.000037152342,"about_ca_system_score_gemma":0.000015914544,"threshold_uncertainty_score":0.9868099},"labels":[],"label_agreement":null},{"id":"W4353046681","doi":"10.3917/riges.481.0112","title":"Diagnostic – L’abc des bonnes pratiques de recrutement sur les réseaux sociaux","year":2023,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.07182370615047586,"score_gpt":0.28138969246315854,"score_spread":0.2095659863126827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4353046681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8221299,0.005515658,0.0035416523,0.16198443,0.0024523924,0.0005785309,0.00001192787,0.0007209171,0.0030645973],"genre_scores_gemma":[0.9882883,0.0029423847,0.00041322893,0.000605002,0.0021030912,0.00012599767,0.00040240653,0.000049662092,0.005069928],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984372,0.000064397136,0.00040053972,0.00031598442,0.0002464049,0.00053547026],"domain_scores_gemma":[0.9985084,0.00028184446,0.00026802652,0.00016637852,0.0007568334,0.00001854577],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0010250673,0.00025294023,0.00019964931,0.00029276122,0.00065091724,0.0005211165,0.00014352775,0.00030918908,0.00059602025],"category_scores_gemma":[0.0022962124,0.0002773197,0.00006894477,0.0014988811,0.00017533006,0.0023491757,0.000099913465,0.00024340628,0.0009932432],"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":[0.000043485827,0.00027929337,0.21291529,0.0032800685,0.00008383784,0.00006667601,0.00039287677,0.002555474,0.0013432326,0.4617415,0.106146455,0.21115181],"study_design_scores_gemma":[0.00040673424,0.000032118307,0.81062686,0.0014901458,0.00014688853,0.000004322065,0.0007152423,0.011574014,0.00024903743,0.037972655,0.13637096,0.00041102918],"about_ca_topic_score_codex":0.0034938843,"about_ca_topic_score_gemma":0.0012262643,"teacher_disagreement_score":0.59771156,"about_ca_system_score_codex":0.00018021309,"about_ca_system_score_gemma":0.00012286108,"threshold_uncertainty_score":0.9999679},"labels":[],"label_agreement":null},{"id":"W4360939344","doi":"10.33423/jabe.v25i1.5915","title":"Influence of Aspects of Extraversion on Information Sharing Within Budget Negotiation","year":2023,"lang":"en","type":"article","venue":"Journal of Applied Business and Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Negotiation; Extraversion and introversion; Personality; Business; Information sharing; Enthusiasm; Private information retrieval; Control (management); Process (computing); Dimension (graph theory); Information asymmetry; Big Five personality traits; Unit (ring theory); Microeconomics; Psychology; Economics; Finance; Computer science; Social psychology; Management","score_opus":0.012088307626429927,"score_gpt":0.19065974068657923,"score_spread":0.1785714330601493,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4360939344","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9946678,0.0000035092933,0.00016635534,0.00020716184,0.00017718933,0.00007636787,0.0000014760906,0.000010775216,0.0046893233],"genre_scores_gemma":[0.9994888,0.00006474775,0.000067642395,0.00018039918,0.00016894494,0.000001022538,0.000019093066,0.0000071201134,0.000002236631],"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","domain_scores_codex":[0.99909896,9.93159e-7,0.0006459345,0.00007227806,0.00009396656,0.00008789472],"domain_scores_gemma":[0.99802834,0.000017670507,0.0014298334,0.00008369784,0.00043374446,0.000006710807],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004058465,0.00009372809,0.00021624076,0.00054643437,0.000057879814,0.00007829059,0.00011245726,0.000066598725,0.000008350286],"category_scores_gemma":[0.000043118274,0.0000859024,0.000025499845,0.00061678514,0.000034230747,0.00228273,0.000051673323,0.00008445521,0.000012642759],"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":[0.00044076168,0.000042884178,0.0049438556,0.0006313738,0.00003226635,8.7535665e-7,0.00018776709,0.60986596,0.003313663,0.37593928,0.000116980395,0.0044843415],"study_design_scores_gemma":[0.0022000773,0.000051922358,0.89459306,0.0003942801,0.000082316255,0.0000068312484,0.0010652953,0.038628872,0.0048926026,0.05568202,0.0020654984,0.00033719963],"about_ca_topic_score_codex":0.000042754542,"about_ca_topic_score_gemma":0.000005091799,"teacher_disagreement_score":0.8896492,"about_ca_system_score_codex":0.000018378016,"about_ca_system_score_gemma":0.00003484295,"threshold_uncertainty_score":0.3502998},"labels":[],"label_agreement":null},{"id":"W4361218850","doi":"10.1080/00343404.2023.2181951","title":"Deconstructing cluster identity: place branding and trademarking by cluster organizations","year":2023,"lang":"en","type":"article","venue":"Regional Studies","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"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 British Columbia, Okanagan Campus; University of British Columbia","funders":"Eusko Jaurlaritza; Regional Studies Association","keywords":"Cluster (spacecraft); Identity (music); Context (archaeology); Similarity (geometry); Place branding; Taxonomy (biology); Cluster development; Economic geography; Sociology; Geography; Computer science; Tourism; Artificial intelligence; Ecology; Engineering; Biology","score_opus":0.04553449772920778,"score_gpt":0.27769019696660485,"score_spread":0.23215569923739707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4361218850","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97519124,0.0008710034,0.0012332628,0.019697795,0.0005117743,0.0001953604,0.0000020373673,0.00029313535,0.0020044057],"genre_scores_gemma":[0.99597585,0.00031074937,0.000094871495,0.0024364204,0.0007019322,0.000013183442,0.000054480606,0.00002376165,0.00038872255],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99918014,0.000007709948,0.00021809085,0.00021825497,0.00017891722,0.00019690205],"domain_scores_gemma":[0.99946344,0.00011410242,0.00013334898,0.00006248145,0.00022072578,0.0000058943947],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030067848,0.00013054183,0.00015946162,0.00020498042,0.000695244,0.00024844494,0.00007663441,0.000051241186,0.00002125724],"category_scores_gemma":[0.00021588818,0.000120682176,0.000021135997,0.0014605493,0.00010894455,0.0017892144,0.00017202017,0.000087342036,0.000063160674],"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":[0.00008996416,0.00006118671,0.29453373,0.0013305232,0.0005806309,0.000013630196,0.0012267051,0.00063671416,0.0016456734,0.2865964,0.40520757,0.0080773],"study_design_scores_gemma":[0.008149212,0.00003481587,0.28824738,0.0018581043,0.0006883234,0.00016135133,0.03643661,0.04433257,0.00021275898,0.10054167,0.5161957,0.0031414803],"about_ca_topic_score_codex":0.0000395598,"about_ca_topic_score_gemma":0.00005978772,"teacher_disagreement_score":0.1860547,"about_ca_system_score_codex":0.000022786535,"about_ca_system_score_gemma":0.000009227608,"threshold_uncertainty_score":0.5347325},"labels":[],"label_agreement":null},{"id":"W4362704737","doi":"10.3917/re1.110.0019","title":"Autonomie stratégique comparée dans l’énergie et le numérique","year":2023,"lang":"fr","type":"article","venue":"Annales des Mines - Responsabilité et environnement","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"National Capital Commission","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.044161472185715235,"score_gpt":0.2719834310605554,"score_spread":0.22782195887484016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4362704737","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.87815726,0.0033868854,0.001791753,0.09137724,0.0011318154,0.0008941852,0.00008003062,0.0004646015,0.022716241],"genre_scores_gemma":[0.97075623,0.0013241546,0.00074659905,0.0031205136,0.0007473611,0.00024354378,0.0009315149,0.00014003905,0.021990033],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99589306,0.00034608346,0.0011855529,0.0010148232,0.0004807958,0.0010796988],"domain_scores_gemma":[0.9977427,0.0004797315,0.00048839,0.00086986605,0.0003477268,0.000071549155],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0027853919,0.0007697025,0.00063185557,0.00061622215,0.0006796945,0.000671882,0.00062189373,0.00039357677,0.0010574816],"category_scores_gemma":[0.0005070622,0.0008255059,0.0003034962,0.0020478899,0.0011071172,0.003023934,0.00050094567,0.0004633593,0.0015007302],"study_design_candidate":"theoretical_or_conceptual","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":[0.0005985879,0.0018573084,0.03568123,0.0027751375,0.0002325124,0.00015921224,0.0012566245,0.017946962,0.009972192,0.8896567,0.02770327,0.01216025],"study_design_scores_gemma":[0.0012631923,0.00012601739,0.3202025,0.0005510342,0.00008697647,0.000014927067,0.0049005994,0.0070770355,0.0008059149,0.013627149,0.6503583,0.0009863102],"about_ca_topic_score_codex":0.001688505,"about_ca_topic_score_gemma":0.0051935953,"teacher_disagreement_score":0.87602955,"about_ca_system_score_codex":0.00024272077,"about_ca_system_score_gemma":0.0003486805,"threshold_uncertainty_score":0.9998557},"labels":[],"label_agreement":null},{"id":"W4363647881","doi":"10.29121/ijetmr.v10.i4.2023.1310","title":"PROPOSAL FOR AN EXTENDED CS-L MODEL","year":2023,"lang":"en","type":"article","venue":"International Journal of Engineering Technologies and Management Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Nothing; Reflection (computer programming); Art history; Humanities; Computer science; Art; Philosophy; Epistemology; Programming language","score_opus":0.07676893441670561,"score_gpt":0.344523294646085,"score_spread":0.2677543602293794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4363647881","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64958584,0.00039206079,0.2622792,0.07085034,0.003379227,0.0020873859,0.000014111646,0.0026544498,0.008757386],"genre_scores_gemma":[0.98816943,0.00037791886,0.010842223,0.000042207677,0.0003245471,0.000042454692,0.00001477659,0.00001753006,0.00016889123],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.99902326,0.0000020758669,0.00022242681,0.00012685826,0.00041436008,0.00021099625],"domain_scores_gemma":[0.9989961,0.000024872605,0.00008827852,0.00010217047,0.0007828749,0.0000057323373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0010046555,0.000080539474,0.000093182265,0.0015482462,0.000077465615,0.00027925,0.0005133985,0.00005779612,0.000002919777],"category_scores_gemma":[0.00019192898,0.000068539455,0.000031575975,0.0006046815,0.000046664816,0.00097244227,0.00031097792,0.00017595124,0.0000052221353],"study_design_candidate":"theoretical_or_conceptual","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":[0.000075693926,0.000048113016,0.00009727073,0.00017240744,0.00008105198,0.000028790379,0.0000080699265,0.013290799,0.0016413612,0.91534877,0.0070579243,0.062149722],"study_design_scores_gemma":[0.0008808014,0.000086964385,0.0026229126,0.00015608263,0.000018949739,0.000009993116,0.0010265651,0.7526885,0.0003949924,0.19720237,0.044724517,0.00018732289],"about_ca_topic_score_codex":0.00000667105,"about_ca_topic_score_gemma":0.0000029589894,"teacher_disagreement_score":0.73939776,"about_ca_system_score_codex":0.000029154491,"about_ca_system_score_gemma":0.000016473907,"threshold_uncertainty_score":0.2794958},"labels":[],"label_agreement":null},{"id":"W4365398248","doi":"10.2139/ssrn.4403565","title":"Satiation, Habit Formation, and Other Temporal Anomalies: Extending the Choice Theory to Multiple Neighborhoods of Time","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Saint Mary's University","funders":"","keywords":"Habit; Econometrics; Mathematics; Mathematical economics; Psychology; Social psychology","score_opus":0.012898912913084015,"score_gpt":0.22856969009913644,"score_spread":0.21567077718605243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4365398248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9593511,0.0003320626,0.03266892,0.0047786837,0.000201378,0.00033408176,0.0000023671348,0.000105140636,0.0022262607],"genre_scores_gemma":[0.99814594,0.000053067997,0.00003791105,0.0007044988,0.00055067113,0.000008461316,0.000012934499,0.000019487143,0.00046705749],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99877995,0.000024974926,0.0003100715,0.00010764304,0.00017506894,0.00060228247],"domain_scores_gemma":[0.99930596,0.00008660295,0.00029376856,0.00010791626,0.00019846363,0.0000073039437],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002185891,0.00011027652,0.00011569439,0.00027589753,0.00035936953,0.00016156651,0.00016935001,0.000043185293,0.00005725273],"category_scores_gemma":[0.00024539934,0.000078874145,0.000034955032,0.0009769212,0.00003571098,0.0011616074,0.000050939223,0.00029990613,0.00009241628],"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":[0.00009598082,0.000034521014,0.112820335,0.00006838693,0.000094152376,6.017079e-7,0.00026756953,0.0006779647,0.0024430528,0.85452265,0.0013974407,0.027577333],"study_design_scores_gemma":[0.0018289498,0.00010433145,0.23322618,0.00015565325,0.00011412559,0.00007122561,0.004431009,0.030832617,0.00027342385,0.65557206,0.07282522,0.0005652332],"about_ca_topic_score_codex":0.00012936996,"about_ca_topic_score_gemma":0.00023749801,"teacher_disagreement_score":0.19895062,"about_ca_system_score_codex":0.00006601008,"about_ca_system_score_gemma":0.000114181006,"threshold_uncertainty_score":0.32163945},"labels":[],"label_agreement":null},{"id":"W4367663056","doi":"10.2139/ssrn.4421492","title":"Preferential Attachment and Carl Menger’s Theory of the Endogenous Emergence of a Medium of Exchange","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Allison University; Carleton University","funders":"","keywords":"Economics; Philosophy; Mathematical economics","score_opus":0.03354548908473598,"score_gpt":0.23604073681717685,"score_spread":0.20249524773244088,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4367663056","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9960035,0.0011006336,0.000393711,0.0004069459,0.00036042058,0.00014186416,0.0000024230862,0.000012407733,0.0015780734],"genre_scores_gemma":[0.9984558,0.001114653,0.0000032229536,0.000023867222,0.00023142707,0.0000040387336,0.0000044611547,0.000009867937,0.00015263454],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9988051,0.00002511088,0.00033419582,0.000093914234,0.00025469242,0.00048698558],"domain_scores_gemma":[0.99915767,0.000019158877,0.0004662294,0.0001193785,0.00023322184,0.000004365472],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013812802,0.00009131242,0.00016004269,0.00016438834,0.00009846424,0.000012713183,0.00020536617,0.00004368667,0.00009556496],"category_scores_gemma":[0.00004677876,0.00006323867,0.00005894121,0.00063252763,0.00008164389,0.00026908645,0.0000996321,0.00029926898,0.0000022158533],"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":[0.00032237454,0.00021192685,0.055860624,0.000878641,0.0004620178,0.0000012302453,0.0007856128,0.0001317033,0.07100167,0.84170264,0.00048622463,0.028155338],"study_design_scores_gemma":[0.0033336282,0.00035055706,0.2491469,0.00045259597,0.00067185005,0.000096577816,0.01488965,0.000689028,0.033059634,0.6943106,0.0023788163,0.00062019215],"about_ca_topic_score_codex":0.0001442494,"about_ca_topic_score_gemma":0.00023248732,"teacher_disagreement_score":0.19328627,"about_ca_system_score_codex":0.000023159795,"about_ca_system_score_gemma":0.00022698789,"threshold_uncertainty_score":0.25787982},"labels":[],"label_agreement":null},{"id":"W4372061110","doi":"10.5267/j.msl.2023.4.002","title":"Strategic network: Managerial myopia point of view","year":2023,"lang":"en","type":"article","venue":"Management Science Letters","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Competitor analysis; Business; Competition (biology); Industrial organization; Strategic planning; Strategic alignment; Superpower; Marketing; Strategic management; Strategic financial management; Politics; Political science","score_opus":0.030100364773672963,"score_gpt":0.23621564610401932,"score_spread":0.20611528133034634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4372061110","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8510994,0.0000143209045,0.0017481892,0.016094407,0.0026737088,0.00066433405,0.0000010255849,0.00049268786,0.12721196],"genre_scores_gemma":[0.99169093,0.000015678317,0.00034293928,0.006933428,0.0007304499,0.000026446025,0.000026725787,0.000017047136,0.00021635604],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9980343,0.000006874699,0.0003651278,0.00042646608,0.0005847697,0.0005824491],"domain_scores_gemma":[0.9993112,0.00001007323,0.00024414159,0.00036101395,0.0000625787,0.000010967931],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013641735,0.00017393997,0.00018151691,0.00074996706,0.0003485615,0.0003951572,0.00065835286,0.000029679026,0.00018782746],"category_scores_gemma":[0.000012606631,0.00016251182,0.000055353197,0.006769574,0.00035324937,0.0019100914,0.00040074316,0.00008519954,0.00059754425],"study_design_candidate":"theoretical_or_conceptual","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":[0.000026665806,0.000038363865,0.0047319145,0.00060174556,0.000030111367,0.00003908804,0.000016947684,0.009099181,0.0056193634,0.9453793,0.027858406,0.006558883],"study_design_scores_gemma":[0.0026240621,0.00004965842,0.7137295,0.00068553834,0.00025497947,0.0000031197633,0.0016433323,0.0501011,0.00040541778,0.09753716,0.13112384,0.0018422918],"about_ca_topic_score_codex":0.000069592264,"about_ca_topic_score_gemma":0.000005914326,"teacher_disagreement_score":0.84784216,"about_ca_system_score_codex":0.000028908036,"about_ca_system_score_gemma":0.000006698057,"threshold_uncertainty_score":0.7680422},"labels":[],"label_agreement":null},{"id":"W4375945495","doi":"10.4324/9781003179122-7","title":"Donald Getz: the symbiotic innovator","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Innovator; Political science; Law","score_opus":0.04004251311772567,"score_gpt":0.21356771656551374,"score_spread":0.17352520344778807,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4375945495","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00013255951,0.00004780719,0.00007665128,0.011218704,0.0015195217,0.0002946793,0.000004102283,0.00046453797,0.98624146],"genre_scores_gemma":[0.03461298,0.00003705283,0.000019616995,0.010957104,0.0043897205,0.000014399677,0.0003264055,0.00014216983,0.94950056],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986579,0.0000014064789,0.00041785865,0.0003344741,0.00034663838,0.00024171855],"domain_scores_gemma":[0.9987489,0.000038368486,0.0003424212,0.00040075774,0.00046532255,0.000004221715],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00031996338,0.00033825435,0.00025371337,0.00036048313,0.00018812985,0.0004242618,0.00038855113,0.00030841352,0.0025300302],"category_scores_gemma":[0.00003974842,0.00022482307,0.00009718884,0.00042486095,0.000109525936,0.0005611837,0.00021981608,0.00043909447,0.009534645],"study_design_candidate":"theoretical_or_conceptual","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":[0.00000678365,0.0000051632246,0.000033481538,0.00012963903,0.000045313365,0.000008925447,0.0000025089325,0.0000032322137,0.000015194099,0.89319664,0.10457065,0.0019824652],"study_design_scores_gemma":[0.00012271463,0.0000026801322,0.00050278415,0.000115000475,0.000064907756,0.0000016380321,0.000015776404,0.00013949546,0.0000046141345,0.15398237,0.84471375,0.00033425767],"about_ca_topic_score_codex":0.0001262166,"about_ca_topic_score_gemma":0.00007873733,"teacher_disagreement_score":0.7401431,"about_ca_system_score_codex":0.00002178286,"about_ca_system_score_gemma":0.000040957937,"threshold_uncertainty_score":0.9983818},"labels":[],"label_agreement":null},{"id":"W4376287582","doi":"10.1016/j.ejor.2023.05.011","title":"Co-opetition or decentralization? A study of manufacturers’ sourcing and distribution strategies","year":2023,"lang":"en","type":"article","venue":"European Journal of Operational Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":23,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University; Wilfrid Laurier University","funders":"Southwestern University of Finance and Economics; Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China","keywords":"Decentralization; Business; Strategic sourcing; Distribution (mathematics); Industrial organization; Insourcing; Process management; Operations management; Operations research; Computer science; Marketing; Strategic planning; Outsourcing; Economics; Mathematics; Strategic financial management","score_opus":0.10765079744909214,"score_gpt":0.36138448178057364,"score_spread":0.25373368433148147,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4376287582","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99133074,0.000019211811,0.0020811432,0.0008984998,0.000083992585,0.00018781661,0.0000039280158,0.000015754456,0.0053789257],"genre_scores_gemma":[0.9991978,0.000027528138,0.000027457554,0.00005661358,0.0004727559,0.0000016475547,0.00011492917,0.000013061249,0.000088223176],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998545,0.00015494048,0.0004386948,0.00011510443,0.00058886065,0.00015743705],"domain_scores_gemma":[0.9981591,0.000075403244,0.00020651773,0.00007266468,0.0014727449,0.00001358813],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0030045356,0.00007950439,0.00011937102,0.0004257328,0.0003288001,0.00052696257,0.0001444616,0.000017816428,0.00017692192],"category_scores_gemma":[0.00034942143,0.000059595448,0.00001971683,0.0009825809,0.0000738454,0.0016797503,0.000048301175,0.00020667221,0.000042258045],"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":[0.0039808745,0.0027699326,0.1109512,0.0014148602,0.00048182192,0.0011891697,0.0040693874,0.06658576,0.034667984,0.64983416,0.11142418,0.012630702],"study_design_scores_gemma":[0.0031170577,0.0005859242,0.94268,0.0002520271,0.000039686205,0.00004203979,0.0187883,0.0050600255,0.0006412426,0.0031379662,0.025407605,0.0002481337],"about_ca_topic_score_codex":0.000025982308,"about_ca_topic_score_gemma":0.000011530176,"teacher_disagreement_score":0.8317288,"about_ca_system_score_codex":0.000022157908,"about_ca_system_score_gemma":0.00009332321,"threshold_uncertainty_score":0.50815123},"labels":[],"label_agreement":null},{"id":"W4377004861","doi":"10.7202/1095704ar","title":"L’équilibre ponctué et les leviers du changement en continu","year":2023,"lang":"fr","type":"article","venue":"Humain et Organisation","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université du Québec en Outaouais","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.03688104968074901,"score_gpt":0.259652732318261,"score_spread":0.22277168263751201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377004861","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.58385444,0.0030232738,0.0037859136,0.33289045,0.0068537733,0.001537738,0.000041152274,0.0012247206,0.066788584],"genre_scores_gemma":[0.9820755,0.0012023539,0.00012944722,0.0048419847,0.0026942191,0.000047245445,0.0014123955,0.00009752454,0.0074993093],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981154,0.00012351095,0.00049003935,0.00043015345,0.00038963082,0.00045123821],"domain_scores_gemma":[0.9989607,0.00011415855,0.00027877148,0.00026377445,0.00036496023,0.000017639048],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001796361,0.00033264945,0.00027718896,0.0004450002,0.00040172305,0.0006775568,0.00020758732,0.0003049345,0.0045132185],"category_scores_gemma":[0.0003071705,0.00036482912,0.00007820226,0.0015154361,0.00010837247,0.0027240962,0.0001615501,0.00025255885,0.0033019416],"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":[0.00005087147,0.00023794411,0.01833937,0.0011528053,0.00009500946,0.000029868548,0.0023606645,0.00020138579,0.006346885,0.77133906,0.17348664,0.026359469],"study_design_scores_gemma":[0.0011081914,0.00004108929,0.20270956,0.00029002893,0.00012633379,0.0000038549183,0.0027786961,0.0026465112,0.00031938826,0.010907037,0.7785293,0.00054005603],"about_ca_topic_score_codex":0.0003193192,"about_ca_topic_score_gemma":0.00014903772,"teacher_disagreement_score":0.76043206,"about_ca_system_score_codex":0.0001192655,"about_ca_system_score_gemma":0.000073285715,"threshold_uncertainty_score":0.9998804},"labels":[],"label_agreement":null},{"id":"W4377097386","doi":"10.26904/rf-147-4494476153","title":"A new tech economy is emerging in Toronto","year":2023,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Business; Economic geography; Economy; Regional science; Economics; Geography","score_opus":0.02131046062363657,"score_gpt":0.25119186750872835,"score_spread":0.2298814068850918,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377097386","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.059722345,0.000029843999,0.0010319746,0.008868289,0.00029336129,0.00013547635,1.591187e-7,0.00036348228,0.92955506],"genre_scores_gemma":[0.988556,0.000007635827,0.00017940634,0.003761277,0.00069206726,0.000011624122,0.000022241904,0.000014290085,0.00675542],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946207,8.7640126e-7,0.00016502384,0.00014838621,0.000052640262,0.00017099605],"domain_scores_gemma":[0.999798,0.0000047094013,0.000046683843,0.0001012797,0.0000458335,0.00000348099],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00013911123,0.00007750344,0.000079986916,0.00016464898,0.000050243845,0.00013919266,0.000093962764,0.000042307936,0.00486214],"category_scores_gemma":[0.000010276426,0.000074273135,0.000019016616,0.0008997645,0.000004921897,0.0019926713,0.000057429228,0.00004232368,0.0011887501],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000013699731,0.000021211086,0.030390205,0.000104538805,0.000010501442,0.000007126026,0.00006479084,0.00005159701,0.00034703515,0.6756901,0.22374137,0.06955783],"study_design_scores_gemma":[0.00073095824,0.0000034906632,0.09475469,0.000045312292,0.000008360315,5.000267e-7,0.0014625071,0.015028438,0.00020220362,0.036710083,0.85068583,0.00036760213],"about_ca_topic_score_codex":0.014063302,"about_ca_topic_score_gemma":0.003219624,"teacher_disagreement_score":0.92883366,"about_ca_system_score_codex":0.000037305083,"about_ca_system_score_gemma":0.000017208808,"threshold_uncertainty_score":0.99958897},"labels":[],"label_agreement":null},{"id":"W4378176277","doi":"10.4236/ti.2023.142007","title":"The Impact of Competitive Strategies on Firm Performance: The Mediating Role of Market Orientation and Innovation: An Empirical Study of the Georgian Beverage Sector","year":2023,"lang":"en","type":"article","venue":"Technology and Investment","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rivalry; Market orientation; Competitor analysis; Marketing; Business; Market intelligence; Industrial organization; Competitive advantage; Novelty; Yield (engineering); Economics; Microeconomics","score_opus":0.020716367557733806,"score_gpt":0.2783615498558491,"score_spread":0.2576451822981153,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378176277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9966809,0.000022877475,0.0000010262304,0.00062219164,0.000053578166,0.0003215919,0.000003063355,0.000028645665,0.0022661143],"genre_scores_gemma":[0.9998005,0.00001184813,0.000005026244,0.000096634365,0.000034573764,0.00002399455,0.000010025503,0.0000047885896,0.000012581872],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993824,0.000021127502,0.0002632589,0.000110183515,0.00012799322,0.00009504951],"domain_scores_gemma":[0.9992539,0.000059837057,0.00031816412,0.00017342957,0.00019243726,0.0000022053441],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042408894,0.00008652553,0.00011280728,0.0002761515,0.0002825058,0.000029073763,0.00013145948,0.00006218382,0.000010679405],"category_scores_gemma":[0.00006975482,0.000042743868,0.000011963786,0.002171184,0.00031792102,0.00030939604,0.0000959007,0.0001252969,4.6975566e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000097876895,0.00016532435,0.5443102,0.00006134484,0.00006630009,2.591381e-7,0.0010372582,0.00017782711,0.002022197,0.4485632,0.0001460469,0.0033521752],"study_design_scores_gemma":[0.00037008055,0.00025674803,0.9563807,0.000026844566,0.000015069053,5.896643e-7,0.018094055,0.003302293,0.0009107904,0.020473897,0.0001193111,0.0000496161],"about_ca_topic_score_codex":0.000076715005,"about_ca_topic_score_gemma":0.000026425276,"teacher_disagreement_score":0.4280893,"about_ca_system_score_codex":0.000009682151,"about_ca_system_score_gemma":0.000029557232,"threshold_uncertainty_score":0.21728347},"labels":[],"label_agreement":null},{"id":"W4378977607","doi":"10.1016/j.indmarman.2023.05.017","title":"Staying alive: Coopetition and competitor oriented behaviour from a pre- to post COVID-19 pandemic era","year":2023,"lang":"en","type":"article","venue":"Industrial Marketing Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Coopetition; Competitor analysis; Business; Futures studies; Coronavirus disease 2019 (COVID-19); Psychological resilience; Resilience (materials science); Flexibility (engineering); Marketing; Industrial organization; Public relations; Political science; Economics; Psychology; Market economy; Management","score_opus":0.05446993677366882,"score_gpt":0.2779582834986373,"score_spread":0.2234883467249685,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378977607","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98622555,0.000012031409,0.000738725,0.0053394693,0.0015036095,0.0011258615,0.000043015105,0.0006788393,0.004332884],"genre_scores_gemma":[0.9926832,0.000022892717,0.00029394793,0.003531431,0.0017470635,0.00014311992,0.0008898441,0.000047076803,0.00064148],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99799114,0.00007759429,0.0005000932,0.00059092155,0.00041411718,0.0004261371],"domain_scores_gemma":[0.99900544,0.00019376949,0.0002783699,0.00026529384,0.00020175523,0.000055373122],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0019395927,0.00027285056,0.00025036206,0.0006569302,0.00048784786,0.00053751434,0.00023172684,0.00016273506,0.00049923465],"category_scores_gemma":[0.0008790272,0.00028759963,0.00004349288,0.0019013776,0.000050836356,0.00069566106,0.00052919885,0.00028022702,0.00020863427],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0034427396,0.00022429116,0.83648795,0.0007000895,0.0002694921,0.00020616045,0.00024179784,0.001371264,0.0016369959,0.021854248,0.071449906,0.062115055],"study_design_scores_gemma":[0.003846072,0.00003912233,0.6953076,0.0005388186,0.00023382039,0.0000023506518,0.002520569,0.0019976983,0.000010936254,0.000483755,0.29426068,0.0007585276],"about_ca_topic_score_codex":0.0026493277,"about_ca_topic_score_gemma":0.00015902799,"teacher_disagreement_score":0.22281079,"about_ca_system_score_codex":0.00013626702,"about_ca_system_score_gemma":0.00003951592,"threshold_uncertainty_score":0.9999576},"labels":[],"label_agreement":null},{"id":"W4379536811","doi":"10.5539/ijbm.v18n4p139","title":"Drivers of Coopetition in the Plastic and Composites Material Industry","year":2023,"lang":"en","type":"article","venue":"International Journal of Business and Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université du Québec à Rimouski","funders":"","keywords":"Coopetition; Competitor analysis; Business; Reciprocity (cultural anthropology); Marketing; Industrial organization; Service (business); Psychology; Economics","score_opus":0.016108215473373086,"score_gpt":0.22939419781166942,"score_spread":0.21328598233829632,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379536811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9936109,0.000016092466,0.00041862266,0.0035285375,0.0008545667,0.00007732079,0.000002650056,0.000007192253,0.0014840853],"genre_scores_gemma":[0.9990589,0.00021155388,0.000047553287,0.0003042167,0.00033427362,0.0000026921205,0.000020001464,0.0000044069634,0.000016397938],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993406,0.0000064022147,0.00026933517,0.00006733006,0.00024793943,0.00006840203],"domain_scores_gemma":[0.9993401,0.000027762302,0.0002571585,0.000037465947,0.00033419396,0.0000033222036],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030809108,0.00006698802,0.00009872473,0.00048539613,0.000035121124,0.00015702608,0.00015833863,0.000038433867,0.000029595009],"category_scores_gemma":[0.000026929072,0.000048847796,0.000013516614,0.0005056958,0.000052611696,0.0006388102,0.00009372208,0.00008085443,0.0000027134047],"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":[0.0011833316,0.0005359602,0.18009481,0.0017401396,0.0005012678,0.0006778263,0.00042818327,0.0130586,0.004910406,0.742208,0.012034301,0.042627145],"study_design_scores_gemma":[0.0008001843,0.000009570801,0.9879577,0.00026016604,0.000035310622,0.000018118426,0.000565014,0.0008127118,0.000036043417,0.0022353183,0.0071997875,0.00007006767],"about_ca_topic_score_codex":0.0000630292,"about_ca_topic_score_gemma":0.000011585527,"teacher_disagreement_score":0.8078629,"about_ca_system_score_codex":0.000008499149,"about_ca_system_score_gemma":0.0000059086683,"threshold_uncertainty_score":0.19919553},"labels":[],"label_agreement":null},{"id":"W4379881105","doi":"10.1080/26943980.2023.2217500","title":"Key problems of interorganizational collaborations: A multi-level and temporal analysis","year":2022,"lang":"en","type":"article","venue":"Journal of Inter-Organizational Relationships","topic":"Business Strategy and Innovation","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":false,"ca_institutions":"Université du Québec à Chicoutimi","funders":"","keywords":"Key (lock); Dominance (genetics); Corporate governance; Interpersonal communication; Diversity (politics); Negotiation; Tourism; Feeling; Management science; Computer science; Psychology; Business; Sociology; Social psychology; Political science; Social science; Economics; Computer security","score_opus":0.06472603211758335,"score_gpt":0.2437602268322507,"score_spread":0.17903419471466736,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4379881105","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.576042,0.000355614,0.41438073,0.0065320022,0.00079067243,0.00040834877,0.000119742566,0.000053229436,0.0013176833],"genre_scores_gemma":[0.99378777,0.000005852984,0.0051043318,0.00029148156,0.00021477688,0.0000060256702,0.00034744365,0.000022995508,0.00021933083],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.998244,0.00005741479,0.0009768794,0.00015195398,0.00046504286,0.00010473313],"domain_scores_gemma":[0.9951824,0.00010909823,0.0013981764,0.00010732462,0.0031870774,0.000015938936],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008813766,0.00013656907,0.00026936762,0.0013851748,0.00046774655,0.00012979144,0.00021753374,0.00006099513,0.0012249725],"category_scores_gemma":[0.0011228948,0.0001349577,0.000071651106,0.0058435863,0.000073396375,0.0013580313,0.00015475627,0.0003495486,0.0000066890625],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000056913035,0.000328102,0.82970804,0.000058259455,0.00042798757,0.0000029749147,0.0003818222,0.015964057,0.0009191479,0.15030538,0.0017816729,0.00006565707],"study_design_scores_gemma":[0.0022475405,0.00010967345,0.9315182,0.00010901775,0.0010103588,0.00009117791,0.0038640324,0.035638846,0.0001546165,0.017084308,0.007697389,0.00047484227],"about_ca_topic_score_codex":0.000025580013,"about_ca_topic_score_gemma":0.000083010724,"teacher_disagreement_score":0.4177458,"about_ca_system_score_codex":0.00008581502,"about_ca_system_score_gemma":0.00019481232,"threshold_uncertainty_score":0.999688},"labels":[],"label_agreement":null},{"id":"W4381614619","doi":"10.1504/ijesb.2023.131615","title":"Does industry experience positively moderate the quadratic relationship between coopetition and financial performance Evidence from the New Zealand wine sector","year":2023,"lang":"en","type":"article","venue":"International Journal of Entrepreneurship and Small Business","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Ottawa","funders":"","keywords":"Coopetition; Entrepreneurship; Business; Wine; Industrial organization; Economics; Marketing; Finance; Microeconomics; Food science","score_opus":0.06141756351105744,"score_gpt":0.26178849630307816,"score_spread":0.20037093279202073,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4381614619","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96465534,0.00006508821,0.0005050556,0.033793893,0.00082403055,0.00009460214,0.00000617874,0.000019980027,0.000035825524],"genre_scores_gemma":[0.99578255,0.00010010206,0.00002562868,0.00074898364,0.0030696986,0.0000044913413,0.000028480024,0.000009748454,0.00023030739],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989771,0.00003336452,0.00037237708,0.00017095261,0.00031275218,0.00013342018],"domain_scores_gemma":[0.9982031,0.00055175315,0.00040891202,0.000101480255,0.00071774767,0.00001702334],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041582366,0.00013890112,0.0001421224,0.00014219405,0.00024816502,0.0005790593,0.0003287786,0.00009709494,0.000038107108],"category_scores_gemma":[0.0009297537,0.00007166569,0.000027324977,0.00058669294,0.00011142503,0.0016500889,0.00010992337,0.00033013173,0.000009245411],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001994145,0.000011092537,0.9945543,0.000016403565,0.000021815746,0.000011803174,0.00047304554,0.00043768392,0.0002621724,0.00077891204,0.00075906183,0.0024743113],"study_design_scores_gemma":[0.0003880616,0.000007447003,0.9941831,0.0004039612,0.000043600383,0.000011656367,0.0001290894,0.0005118182,0.00014939166,0.0031739553,0.0008941183,0.00010376724],"about_ca_topic_score_codex":0.0005449122,"about_ca_topic_score_gemma":0.000100701654,"teacher_disagreement_score":0.03304491,"about_ca_system_score_codex":0.000015273257,"about_ca_system_score_gemma":0.000079686644,"threshold_uncertainty_score":0.5583882},"labels":[],"label_agreement":null},{"id":"W4382023118","doi":"10.1057/s41267-023-00629-8","title":"Colocation as network: Types and performance implications of structural positions in colocation network","year":2023,"lang":"en","type":"article","venue":"Journal of International Business Studies","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McMaster University","funders":"","keywords":"Conceptualization; Computer science; Position (finance); Social network analysis; Diversity (politics); Industrial organization; Business; Artificial intelligence","score_opus":0.03088545069256132,"score_gpt":0.29205153892828417,"score_spread":0.26116608823572285,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382023118","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98692155,0.0006070517,0.00012809598,0.00980257,0.0010841404,0.000120195,0.0000019421714,0.000020701167,0.0013137412],"genre_scores_gemma":[0.9974081,0.00081242295,0.00019804429,0.0003119736,0.0011481623,0.000012566076,0.00004485302,0.000009205077,0.00005468289],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99897003,0.000008839208,0.00056544185,0.00010526735,0.00020835969,0.00014205184],"domain_scores_gemma":[0.9964758,0.00008175854,0.00068305363,0.00006754241,0.0026862333,0.0000055789296],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043882424,0.0001065134,0.00021431858,0.00041387868,0.0001663322,0.00006357008,0.00015244607,0.000047659654,0.000021995464],"category_scores_gemma":[0.00026874532,0.000093016504,0.0000279349,0.0018624193,0.00009193512,0.0013060484,0.00009059441,0.00010232429,0.000011010248],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00028080097,0.000059220223,0.7486176,0.00028727617,0.00023995334,0.0000045893007,0.00014140594,0.11286098,0.0005468269,0.123697825,0.0068667363,0.0063968254],"study_design_scores_gemma":[0.0003550168,0.000018282413,0.98032576,0.00026881407,0.00003681151,0.000016454125,0.00018136877,0.004475367,0.000018789324,0.013266205,0.0009486285,0.000088480745],"about_ca_topic_score_codex":0.000053996635,"about_ca_topic_score_gemma":0.000059848084,"teacher_disagreement_score":0.23170821,"about_ca_system_score_codex":0.000053655433,"about_ca_system_score_gemma":0.000052657448,"threshold_uncertainty_score":0.3793103},"labels":[],"label_agreement":null},{"id":"W4382278876","doi":"10.18280/ijsdp.180601","title":"The Sustainable Forest Tourism Management Strategies: Case Study in Dumai City","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Universitas Riau","keywords":"Tourism; Business; Sustainable tourism; Environmental planning; Environmental resource management; Ecotourism; Sustainable development; Natural resource economics; Geography; Environmental science; Economics; Political science","score_opus":0.025190277710189137,"score_gpt":0.2727061864775981,"score_spread":0.24751590876740895,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382278876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99180245,0.00007429459,0.000338842,0.000676013,0.00041073898,0.00027774455,1.06814774e-7,0.00002743109,0.006392379],"genre_scores_gemma":[0.997311,0.000019089986,0.00007853857,0.00010806536,0.00038846326,0.000020685353,0.000008227001,0.000011374555,0.0020545654],"study_design_codex":"case_report","study_design_gemma":"qualitative","domain_scores_codex":[0.9984907,0.000013387022,0.0005584607,0.00014252083,0.00042051205,0.000374409],"domain_scores_gemma":[0.99846286,0.00007401695,0.00035428093,0.00006879888,0.0010271788,0.000012866108],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0017796571,0.00014418238,0.00014423214,0.0009916965,0.00048848585,0.0011283827,0.00030071047,0.000041941432,0.000012802784],"category_scores_gemma":[0.00009144615,0.00011049211,0.000025486255,0.00093085755,0.00003212184,0.0021570437,0.0002646588,0.0002091848,0.000005010321],"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":[0.0005042477,0.00027380022,0.35234624,0.0003560605,0.00044142,0.3796231,0.007000457,0.010572035,0.0000022631891,0.23142649,0.0057252706,0.011728634],"study_design_scores_gemma":[0.0012007481,0.000018368632,0.236682,0.00008710838,0.000017373053,0.00025280545,0.7021311,0.0006599284,0.0000025293205,0.009798368,0.04897383,0.00017587592],"about_ca_topic_score_codex":0.0005167292,"about_ca_topic_score_gemma":0.000107670705,"teacher_disagreement_score":0.69513065,"about_ca_system_score_codex":0.0001268867,"about_ca_system_score_gemma":0.00012979221,"threshold_uncertainty_score":0.99990857},"labels":[],"label_agreement":null},{"id":"W4382917182","doi":"","title":"Le rôle clé du manager dans la transformation culturelle accompagnant la digitalisation des entreprises : réflexion à partir d’une recherche-action menée au sein d’un établissement bancaire canadien","year":2022,"lang":"fr","type":"book-chapter","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science","score_opus":0.04933899138707862,"score_gpt":0.23908127904429227,"score_spread":0.18974228765721365,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4382917182","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.113911934,0.00038772446,0.037083916,0.025698533,0.0004925546,0.0010565997,0.00006483789,0.0003205329,0.82098335],"genre_scores_gemma":[0.9729916,0.0010842698,0.0011363204,0.00014967253,0.00013087147,0.00016242987,0.003235299,0.000115301125,0.020994253],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9948614,0.0018447221,0.0011237258,0.0008838816,0.00068718294,0.00059904077],"domain_scores_gemma":[0.9948198,0.0007387969,0.0011888361,0.0009828801,0.0021806175,0.00008904648],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0063398005,0.00067727646,0.0005226512,0.00047700107,0.0022797058,0.0012402491,0.0007548077,0.0005691979,0.0013781203],"category_scores_gemma":[0.0005914143,0.00075931,0.0002750627,0.0011472374,0.0004921997,0.004126418,0.00037275872,0.00086340646,0.00010973979],"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":[0.00006626183,0.0005214552,0.002304199,0.0006182487,0.00015117507,0.000016078853,0.009411008,0.00036158055,0.0016827212,0.88967973,0.00029442806,0.0948931],"study_design_scores_gemma":[0.0019846277,0.0000041480744,0.015933288,0.0026464628,0.00049772987,0.0000648029,0.00818457,0.015007786,0.012535193,0.04668646,0.89475167,0.0017032783],"about_ca_topic_score_codex":0.04314521,"about_ca_topic_score_gemma":0.03895195,"teacher_disagreement_score":0.8944572,"about_ca_system_score_codex":0.0010068044,"about_ca_system_score_gemma":0.00042731894,"threshold_uncertainty_score":0.99979657},"labels":[],"label_agreement":null},{"id":"W4384009706","doi":"10.1109/icbc56567.2023.10174912","title":"The Web3 Financial De-Revolution: Mapping the Impact of Centralization on Exchanges and Decentralization as a Survival Mechanism","year":2023,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Simon Fraser University","funders":"","keywords":"Decentralization; Hybridity; Isomorphism (crystallography); Mechanism (biology); Business; Economic system; Survival of the fittest; Organizational theory; Industrial organization; Management; Economics; Sociology; Market economy","score_opus":0.039518186862655943,"score_gpt":0.25693642515940174,"score_spread":0.21741823829674578,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384009706","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97275436,0.000073870244,0.013939926,0.005900725,0.00060610526,0.00044628256,0.0000029661078,0.00017157535,0.006104165],"genre_scores_gemma":[0.9989063,0.0002001364,0.000010553858,0.00025303607,0.0003624671,0.000012400726,0.00005017067,0.000010409511,0.00019448546],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99928504,0.00002008315,0.00018302248,0.00012177602,0.00016605332,0.00022404685],"domain_scores_gemma":[0.999489,0.000051288604,0.00015296905,0.00011440496,0.00018670771,0.000005591303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00052902737,0.000104423336,0.00008508748,0.00011803625,0.00044383193,0.00016809542,0.00010628292,0.000059443686,0.00006897976],"category_scores_gemma":[0.00020067363,0.000059584923,0.000038648795,0.0012304507,0.000047436126,0.000398139,0.000045094745,0.000056173314,0.000029380784],"study_design_candidate":"theoretical_or_conceptual","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":[0.000046057394,0.00002005425,0.007746666,0.000047418493,0.000016219285,7.340701e-7,0.00008920269,0.0009581779,0.00086687616,0.98166543,0.0048406976,0.003702451],"study_design_scores_gemma":[0.00055376044,0.000034478977,0.8192811,0.000089426205,0.000028474737,0.0000021787268,0.00072500075,0.074925855,0.00041767035,0.096215226,0.0075096716,0.00021714256],"about_ca_topic_score_codex":0.0007425763,"about_ca_topic_score_gemma":0.00012509603,"teacher_disagreement_score":0.88545024,"about_ca_system_score_codex":0.00002848422,"about_ca_system_score_gemma":0.000040446244,"threshold_uncertainty_score":0.34136415},"labels":[],"label_agreement":null},{"id":"W4384119908","doi":"10.1037/pspa0000344","title":"The psychology of negative-sum competition in strategic interactions.","year":2023,"lang":"en","type":"article","venue":"Journal of Personality and Social Psychology","topic":"Business Strategy and Innovation","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":false,"ca_institutions":"University of Toronto","funders":"","keywords":"PsycINFO; Psychology; Competition (biology); Social psychology; Interpersonal communication; Proposition; Epistemology","score_opus":0.10216693205103926,"score_gpt":0.3684985276033602,"score_spread":0.26633159555232094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4384119908","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9626016,0.000037273072,0.000059562142,0.026112689,0.0006601362,0.000045683,0.0000013756083,0.000007904807,0.010473791],"genre_scores_gemma":[0.99776065,0.00008192707,0.000016951486,0.0015317447,0.00056297175,0.0000017438484,0.000005680905,0.0000046372893,0.00003368679],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99920774,0.00005156048,0.00041310256,0.00008904449,0.00011056971,0.00012799246],"domain_scores_gemma":[0.9991322,0.00007955557,0.00048283598,0.000046362497,0.0002549326,0.000004096607],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092841237,0.00006921134,0.00017909,0.00019116142,0.0002920332,0.000076908604,0.0001088419,0.00008244714,0.000054456745],"category_scores_gemma":[0.000044814253,0.000053505,0.00005654366,0.00061081967,0.00023449163,0.00040111833,0.000017437913,0.0002767059,0.000011253176],"study_design_candidate":"theoretical_or_conceptual","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":[0.0013925149,0.00041534725,0.048304245,0.00021115842,0.0001352644,0.00002899952,0.0010621394,0.000026547603,0.006362792,0.9182372,0.011910158,0.011913626],"study_design_scores_gemma":[0.0009937659,0.00003010152,0.85886323,0.00002447662,0.000016092497,0.000015548978,0.0026652995,0.000109848595,0.000004195974,0.124263994,0.012941546,0.00007189705],"about_ca_topic_score_codex":0.000100159195,"about_ca_topic_score_gemma":0.00027785954,"teacher_disagreement_score":0.810559,"about_ca_system_score_codex":0.000010262392,"about_ca_system_score_gemma":0.0000178852,"threshold_uncertainty_score":0.22461128},"labels":[],"label_agreement":null},{"id":"W4385202444","doi":"10.1080/08985626.2023.2238671","title":"Regional-level coopetition strategies and company performance: evidence from the Canadian wine industry","year":2023,"lang":"en","type":"article","venue":"Entrepreneurship and Regional Development","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"University of Ottawa","funders":"Loughborough University","keywords":"Coopetition; Wine; Business; Economic geography; Industrial organization; Marketing; Economics; Market economy","score_opus":0.11047333461664567,"score_gpt":0.25002127191932266,"score_spread":0.139547937302677,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385202444","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9705395,0.00024593313,0.000013963952,0.028051674,0.00020851409,0.00015398758,0.00000248673,0.00007325642,0.0007106915],"genre_scores_gemma":[0.9957023,0.00021560088,0.000058515943,0.0026821655,0.00061797845,0.00002682955,0.00027203775,0.000012141861,0.00041238812],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9989101,0.00001426448,0.00022198098,0.00030898393,0.00028175634,0.00026291018],"domain_scores_gemma":[0.99946636,0.00009338482,0.00010567655,0.00012968197,0.00017311396,0.00003176791],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032319577,0.00017313375,0.000121147845,0.00017242726,0.0007560442,0.00051850855,0.00014835289,0.0001440806,0.000091994305],"category_scores_gemma":[0.0000364735,0.00012831477,0.000015158487,0.0006127512,0.00014243844,0.0012116197,0.00008508781,0.0002540312,0.00009595171],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00011603954,0.00003828691,0.87089163,0.00021556807,0.00009264951,0.000030442334,0.001017391,0.00044055792,0.00029143717,0.052420944,0.053651232,0.020793822],"study_design_scores_gemma":[0.00019419909,0.0000031826876,0.935211,0.0002932183,0.000012863557,0.0000060828543,0.0005749299,0.00041625535,0.000026741374,0.0014658407,0.06161631,0.00017935237],"about_ca_topic_score_codex":0.01524105,"about_ca_topic_score_gemma":0.02086344,"teacher_disagreement_score":0.064319395,"about_ca_system_score_codex":0.00003868923,"about_ca_system_score_gemma":0.00031656667,"threshold_uncertainty_score":0.99700326},"labels":[],"label_agreement":null},{"id":"W4385212090","doi":"10.5465/amproc.2023.19351abstract","title":"The Effects of Technology Adoption on Firms, Supply Chains, and Rivals","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Business; Industrial organization; Supply chain; Marketing","score_opus":0.01245709083029231,"score_gpt":0.23151369411241746,"score_spread":0.21905660328212515,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385212090","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97557837,0.0001467577,0.00001221755,0.014680707,0.00013082926,0.0005796257,5.097568e-7,0.00019994975,0.008671021],"genre_scores_gemma":[0.9977369,0.0009209049,0.00005091302,0.0005164062,0.00013447485,0.0000604192,0.000005090532,0.000015845,0.0005590531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990183,0.0000015217464,0.00029383108,0.00022011503,0.00024509948,0.00022113434],"domain_scores_gemma":[0.9994734,0.000040138297,0.00033567345,0.00005817315,0.00008805935,0.0000045342517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004844783,0.000135123,0.00016026622,0.00063543516,0.00018079366,0.00006143853,0.0002585095,0.00012046828,0.0000043065334],"category_scores_gemma":[0.00010812039,0.000104012506,0.00002795508,0.0017777879,0.00014212426,0.00059302064,0.00022441399,0.00014639804,0.000028796014],"study_design_candidate":"theoretical_or_conceptual","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":[0.000044448665,0.000027297205,0.0063552624,0.0020240657,0.00004610947,6.4590625e-7,0.00001538623,0.0000033057927,0.0024684898,0.9240637,0.010606798,0.05434453],"study_design_scores_gemma":[0.0017920283,0.00012065436,0.6891483,0.0012620047,0.00020013032,0.0000013136555,0.0012303737,0.0014925135,0.011275084,0.09531945,0.19771026,0.00044787658],"about_ca_topic_score_codex":0.000005384474,"about_ca_topic_score_gemma":1.7078122e-7,"teacher_disagreement_score":0.82874423,"about_ca_system_score_codex":0.000008295639,"about_ca_system_score_gemma":0.000001691685,"threshold_uncertainty_score":0.4241507},"labels":[],"label_agreement":null},{"id":"W4385213326","doi":"10.5465/amproc.2023.13120symposium","title":"Does Employer Prosociality Reduce or Augment Wage Inequality?","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Prosocial behavior; Inequality; Labour economics; Wage; Perspective (graphical); Economics; Social psychology; Psychology","score_opus":0.06681615180187057,"score_gpt":0.30572513485033814,"score_spread":0.23890898304846758,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385213326","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92532957,0.000010837046,0.000042361684,0.023675513,0.00045644,0.0011570669,0.000004724002,0.0008470876,0.04847641],"genre_scores_gemma":[0.9889804,0.00007758497,0.0002102836,0.002655542,0.00094519166,0.00016770035,0.000032646305,0.000043115262,0.006887526],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99772143,0.000004650568,0.00068818993,0.0005118055,0.0006030061,0.0004708845],"domain_scores_gemma":[0.99913454,0.00001800015,0.0005418674,0.00009864147,0.00019229074,0.000014663335],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013558995,0.0002726959,0.00031630776,0.0005457749,0.00025165765,0.00023093798,0.0004913614,0.00016951798,0.00026947528],"category_scores_gemma":[0.00009735761,0.00018020242,0.00008004422,0.0028718247,0.000112059206,0.0024531253,0.0004965673,0.00022857751,0.00031752832],"study_design_candidate":"theoretical_or_conceptual","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":[0.000346975,0.00023368021,0.021234006,0.004955914,0.0002144601,0.0000067024507,0.00020345858,0.0000118502985,0.0027018914,0.8222968,0.11926143,0.028532814],"study_design_scores_gemma":[0.0018504411,0.000031655352,0.4471127,0.0005170946,0.00027194215,7.4203047e-7,0.0024239083,0.00050749944,0.004467321,0.066566475,0.4753115,0.00093871995],"about_ca_topic_score_codex":0.000052910524,"about_ca_topic_score_gemma":0.0000016663561,"teacher_disagreement_score":0.75573033,"about_ca_system_score_codex":0.00004135685,"about_ca_system_score_gemma":0.000009348798,"threshold_uncertainty_score":0.73484415},"labels":[],"label_agreement":null},{"id":"W4385218667","doi":"10.5465/amproc.2023.18642symposium","title":"Dynamic Capabilities in Emerging Market Firms","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Calgary","funders":"","keywords":"Dynamic capabilities; Business; Industrial organization; Emerging markets; Finance","score_opus":0.01786546237325207,"score_gpt":0.2482998584463019,"score_spread":0.23043439607304983,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385218667","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.85150516,0.000036475696,0.00001518439,0.0078031374,0.00013885782,0.00040620047,9.040097e-7,0.00030260274,0.13979147],"genre_scores_gemma":[0.99553233,0.00011365446,0.00015961382,0.0008887853,0.00011451857,0.00007052968,0.00001296772,0.000027978034,0.003079639],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99850214,0.0000017912594,0.00046709215,0.00033427993,0.0003196449,0.00037505495],"domain_scores_gemma":[0.99960953,0.000014265948,0.00024366155,0.000056059787,0.00007028912,0.000006186769],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008757636,0.00018345397,0.00021054363,0.0011588228,0.00009213028,0.00010053384,0.00033313758,0.000102658516,0.0002300867],"category_scores_gemma":[0.000048442642,0.00018809961,0.00004758933,0.0029486776,0.00007342716,0.0020260012,0.00026690259,0.00018688856,0.00013086527],"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":[0.00015179574,0.00014061798,0.09033125,0.007531805,0.000103117534,0.000008734423,0.00029983185,0.0002914287,0.0010871004,0.7762086,0.08524307,0.038602646],"study_design_scores_gemma":[0.0008818571,0.000007679085,0.80845696,0.00038715074,0.000050051247,7.3390606e-7,0.003407794,0.025072472,0.000098489145,0.0512513,0.10994132,0.00044420428],"about_ca_topic_score_codex":0.000044163004,"about_ca_topic_score_gemma":0.0000026082967,"teacher_disagreement_score":0.7249573,"about_ca_system_score_codex":0.00003306246,"about_ca_system_score_gemma":0.0000029469102,"threshold_uncertainty_score":0.76704794},"labels":[],"label_agreement":null},{"id":"W4385218741","doi":"10.5465/amproc.2023.16200symposium","title":"Relational Human Resource Management","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Human resource management; Zhàng; Sociology; Human resources; Relational theory; Knowledge management; Resource (disambiguation); Resource management (computing); Management; Political science; Computer science; China; Law","score_opus":0.05357192890737605,"score_gpt":0.26083555486276777,"score_spread":0.20726362595539172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385218741","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.22323644,0.000019636118,0.000083189116,0.008911472,0.00010229337,0.0006317218,0.0000012432612,0.00069851,0.7663155],"genre_scores_gemma":[0.98541135,0.000035022986,0.0005804542,0.0028051427,0.00059674686,0.0000943023,0.00008557513,0.000047448102,0.010343946],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979834,0.0000022166957,0.00056895247,0.0004324766,0.0006292789,0.00038368083],"domain_scores_gemma":[0.99937737,0.0000110242445,0.00042143837,0.00008467031,0.000094165945,0.000011359864],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008785828,0.00022357026,0.00020637207,0.0011204489,0.000313294,0.00012833883,0.00043803296,0.00012489442,0.00019155275],"category_scores_gemma":[0.000012828867,0.0002326551,0.00007452981,0.0029296905,0.00009052346,0.0017083393,0.0004777161,0.00020337422,0.00062143453],"study_design_candidate":"theoretical_or_conceptual","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":[0.00002244352,0.00003844406,0.0033097626,0.0009204122,0.00007834325,0.0000028941515,0.000015159639,0.00005162546,0.00021670546,0.8656137,0.12485154,0.004878959],"study_design_scores_gemma":[0.0007768742,0.0000071860595,0.27745143,0.00019647398,0.00011982092,7.9341623e-7,0.0007549824,0.00048641002,0.00011529942,0.052609034,0.66715443,0.000327288],"about_ca_topic_score_codex":0.000006544042,"about_ca_topic_score_gemma":1.4783632e-7,"teacher_disagreement_score":0.8130047,"about_ca_system_score_codex":0.000027576098,"about_ca_system_score_gemma":0.0000015983425,"threshold_uncertainty_score":0.94874},"labels":[],"label_agreement":null},{"id":"W4385218849","doi":"10.5465/amproc.2023.11905symposium","title":"Defining Firm Rivalry, Similarity, and Competitive Positioning: Modern Empirical Approaches","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Quest University Canada","funders":"","keywords":"Rivalry; Similarity (geometry); Economic geography; Industrial organization; Computer science; Business; Artificial intelligence; Economics; Microeconomics","score_opus":0.0757933338325713,"score_gpt":0.2782890907485245,"score_spread":0.20249575691595317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385218849","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76458144,0.00013163158,0.0003122912,0.019290362,0.000090419526,0.00056707615,0.0000036269246,0.0005535444,0.2144696],"genre_scores_gemma":[0.9965665,0.000057652294,0.00084969297,0.001929024,0.00020281634,0.000042270145,0.00004591353,0.000029266186,0.00027688863],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99854803,0.0000027678536,0.0003605485,0.00041659153,0.0003502504,0.00032183592],"domain_scores_gemma":[0.9995497,0.000025850266,0.00027085788,0.00004816597,0.00009206766,0.0000133822405],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005658812,0.00021017573,0.00023591759,0.0005494231,0.0002611706,0.00023121212,0.00024228838,0.00014087502,0.000026014957],"category_scores_gemma":[0.00003679629,0.00021484161,0.000046213743,0.0013950691,0.00013825374,0.0017181734,0.00050215976,0.00023687357,0.00006944648],"study_design_candidate":"theoretical_or_conceptual","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":[0.00003837027,0.00004967649,0.03269525,0.00097583764,0.000068357396,0.0000019205054,0.00011362714,0.00004733441,0.00008003275,0.9505298,0.00790504,0.0074947597],"study_design_scores_gemma":[0.0014490711,0.000029344075,0.67945516,0.00047250564,0.0002723335,0.000005534316,0.0024623068,0.0405613,0.0003321448,0.2219788,0.052241355,0.00074014463],"about_ca_topic_score_codex":0.000009401298,"about_ca_topic_score_gemma":3.519631e-7,"teacher_disagreement_score":0.728551,"about_ca_system_score_codex":0.000016477907,"about_ca_system_score_gemma":0.0000036742886,"threshold_uncertainty_score":0.8760987},"labels":[],"label_agreement":null},{"id":"W4385222195","doi":"10.5465/amproc.2023.12288symposium","title":"Putting the YouTuber Front and Center: Organizational Dynamics on Online Platforms","year":2023,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Kellogg's (Canada)","funders":"","keywords":"Front (military); Center (category theory); Dynamics (music); Organizational dynamics; Computer science; Engineering; Political science; Physics; Public relations; Mechanical engineering","score_opus":0.021889710061862296,"score_gpt":0.23283376262178485,"score_spread":0.21094405255992255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385222195","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9530539,0.000013069153,0.000061706545,0.020131448,0.00014807643,0.00041256225,0.0000075403727,0.00024058763,0.025931109],"genre_scores_gemma":[0.9945182,0.00007160775,0.0002100583,0.0037020997,0.00044684892,0.0000135244545,0.00014072577,0.000029044992,0.0008678433],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988608,7.256802e-7,0.0003148437,0.00025774777,0.0003338602,0.00023202276],"domain_scores_gemma":[0.9995674,0.000015366635,0.0002616834,0.000046245466,0.000102408376,0.0000069315765],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00039703856,0.0001605598,0.00013332925,0.00033168992,0.00024188131,0.00014922954,0.00026398202,0.00008130313,0.000049430102],"category_scores_gemma":[0.00004047162,0.000117208125,0.000026135836,0.0009960887,0.00006970821,0.0010523092,0.0003043905,0.00018421916,0.00008532987],"study_design_candidate":"theoretical_or_conceptual","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":[0.000026278196,0.00006537722,0.03664235,0.00048402703,0.00006144035,7.628212e-7,0.000052622738,0.000053265332,0.000056148623,0.93225896,0.013119551,0.017179204],"study_design_scores_gemma":[0.0013571357,0.000020539825,0.8128182,0.00034203875,0.00012168057,0.0000030122162,0.002349739,0.038319424,0.00007794922,0.09120822,0.05299665,0.0003853755],"about_ca_topic_score_codex":0.000009124102,"about_ca_topic_score_gemma":0.0000020042344,"teacher_disagreement_score":0.84105074,"about_ca_system_score_codex":0.000023208857,"about_ca_system_score_gemma":0.0000023943846,"threshold_uncertainty_score":0.47796088},"labels":[],"label_agreement":null},{"id":"W4385386147","doi":"10.1007/978-3-031-33302-6_13","title":"Blue Ocean Strategy in the Fashion Textiles Business","year":2023,"lang":"en","type":"book-chapter","venue":"Springer texts in business and economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Competition (biology); Reputation; Profitability index; Imitation; Marketing; Industrial organization; Business; Political science; Finance","score_opus":0.03140086082332605,"score_gpt":0.21162294220398442,"score_spread":0.18022208138065837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385386147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5262022,0.00045438285,0.00007155752,0.005149147,0.0025384927,0.0014454331,0.000037538914,0.00029776475,0.4638035],"genre_scores_gemma":[0.9703966,0.0034766693,0.000023392673,0.0015080193,0.0028986298,0.00004580452,0.00046770764,0.00028271365,0.020900508],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9976918,0.0000075240973,0.0008965649,0.0007549404,0.0001593493,0.0004898231],"domain_scores_gemma":[0.99856865,0.00007317364,0.00055437844,0.0005040523,0.00028728362,0.000012477747],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007309291,0.00062737096,0.00065153517,0.0011130527,0.00019864802,0.0008639608,0.00053793844,0.0005417768,0.00013395055],"category_scores_gemma":[0.000057308873,0.00055150036,0.000068802794,0.0007227891,0.00019109702,0.0014986864,0.00028656048,0.0005672218,0.00025993897],"study_design_candidate":"theoretical_or_conceptual","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":[0.000058530186,0.000068511894,0.0055370885,0.00088604895,0.00003231154,0.00007092932,0.0000623451,0.007204868,0.0000046148407,0.9627675,0.00083550136,0.022471743],"study_design_scores_gemma":[0.0016047973,0.000011750165,0.7208092,0.0012109285,0.00011209514,0.000021051183,0.00047581925,0.0039164075,0.0000014544493,0.09829332,0.17153187,0.002011317],"about_ca_topic_score_codex":0.0005217545,"about_ca_topic_score_gemma":0.0034638566,"teacher_disagreement_score":0.8644742,"about_ca_system_score_codex":0.000082750325,"about_ca_system_score_gemma":0.00009988917,"threshold_uncertainty_score":0.99969363},"labels":[],"label_agreement":null},{"id":"W4385450514","doi":"10.1016/s0992-5945(23)00154-x","title":"Enveloppe des dépenses de biologie : la patate chaude de la croissance","year":2023,"lang":"fr","type":"article","venue":"Option/Bio","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"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":"Art","score_opus":0.046495453248124353,"score_gpt":0.28600365041931397,"score_spread":0.23950819717118962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385450514","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9470361,0.0037621448,0.0053816796,0.01774183,0.0012578855,0.0002831355,0.000025316489,0.0006269904,0.023884954],"genre_scores_gemma":[0.9795074,0.0045073773,0.0017110874,0.00092576083,0.0011216791,0.00006685414,0.00023938024,0.000050850707,0.01186962],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984709,0.00008920904,0.00032211727,0.0003461509,0.00013558698,0.0006360152],"domain_scores_gemma":[0.9990803,0.0001812224,0.00021122533,0.0002160848,0.00028904979,0.000022119355],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013223839,0.00026356295,0.00020938985,0.00028113832,0.00048711145,0.00065463566,0.000253389,0.0003165205,0.0004338701],"category_scores_gemma":[0.00048089703,0.0002750617,0.000075407595,0.0018068685,0.0005957326,0.0015093433,0.00015762055,0.000273334,0.0016758245],"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":[0.00013522182,0.0003038308,0.30825505,0.0018406032,0.0001221445,0.00028747172,0.0002865973,0.0022923124,0.016846826,0.3742185,0.06323622,0.23217523],"study_design_scores_gemma":[0.00040094514,0.00001243576,0.55366623,0.00038376116,0.000051332245,0.000020507558,0.00024268376,0.0030019926,0.0008163096,0.026292145,0.4147508,0.00036082976],"about_ca_topic_score_codex":0.0005781538,"about_ca_topic_score_gemma":0.000049556904,"teacher_disagreement_score":0.3515146,"about_ca_system_score_codex":0.00009992223,"about_ca_system_score_gemma":0.00013046851,"threshold_uncertainty_score":0.99997014},"labels":[],"label_agreement":null},{"id":"W4385819217","doi":"10.2139/ssrn.4310305","title":"Digital Platform Firms and Generativity: Extending Resource Analysis to the Ecosystem Context","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Generativity; Context (archaeology); Ecosystem; Resource (disambiguation); Business; Environmental resource management; Knowledge management; Computer science; Ecology; Geography; Psychology; Environmental science; Biology; Archaeology","score_opus":0.017196828177479483,"score_gpt":0.22294127390479912,"score_spread":0.20574444572731965,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385819217","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98535943,0.00031816383,0.005495425,0.005382434,0.00018936998,0.00014803301,0.0000028454135,0.000090636146,0.0030136574],"genre_scores_gemma":[0.99718875,0.00006802511,0.000002867791,0.0005074774,0.000986147,0.000007696361,0.000035505083,0.000017286335,0.0011862282],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99831045,0.000007896402,0.0002622912,0.00019255008,0.0002406544,0.0009861826],"domain_scores_gemma":[0.9995503,0.000033732154,0.00017618314,0.0001376538,0.0000892074,0.000012949862],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0015555597,0.00014230839,0.00018554344,0.00052739144,0.0006377829,0.0010538234,0.0001974691,0.000048581864,0.00001707716],"category_scores_gemma":[0.000079662976,0.00009703945,0.00010029659,0.0026372704,0.000014587801,0.0013420992,0.00009381456,0.0005188239,0.0001460835],"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":[0.000099488534,0.00004076115,0.02983751,0.00003811597,0.001587472,0.000021079706,0.00017822825,0.0032981662,0.00020745084,0.58495617,0.0036426368,0.37609294],"study_design_scores_gemma":[0.0019888885,0.00014741212,0.064415894,0.00013458855,0.0013560965,0.00023243538,0.022677014,0.07782041,0.000052679887,0.10334688,0.72647184,0.0013558603],"about_ca_topic_score_codex":0.000047546353,"about_ca_topic_score_gemma":0.0024309345,"teacher_disagreement_score":0.7228292,"about_ca_system_score_codex":0.00012912358,"about_ca_system_score_gemma":0.0000948345,"threshold_uncertainty_score":0.9999832},"labels":[],"label_agreement":null},{"id":"W4385868527","doi":"10.59962/9780774857215-013","title":"Clustering for Sustainability: The Alberta Experience","year":2007,"lang":"en","type":"book-chapter","venue":"University of British Columbia Press eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Cluster analysis; Sustainability; Computer science; Artificial intelligence; Ecology; Biology","score_opus":0.02725740557605331,"score_gpt":0.20472248350465197,"score_spread":0.17746507792859867,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4385868527","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.001570437,0.000052853302,0.0019049683,0.00006334955,0.0002685748,0.0009895479,0.000031775395,0.00006013132,0.99505836],"genre_scores_gemma":[0.048785552,0.000013907332,0.00013699426,0.00025371564,0.0003635911,0.000003030158,0.000058795322,0.000040784358,0.9503436],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989547,0.000003186337,0.00023853772,0.00035083643,0.00021055805,0.00024216944],"domain_scores_gemma":[0.99826944,0.00006884568,0.00040145832,0.0003118926,0.0009383329,0.000010009108],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020712551,0.00013707513,0.00027237102,0.000064418884,0.00041270835,0.00034475693,0.0004773227,0.0002543112,0.00019785647],"category_scores_gemma":[0.00004202732,0.000250695,0.00014259522,0.000024789619,0.00040534558,0.0003712053,0.00032039732,0.00018960609,0.0000028599106],"study_design_candidate":"not_applicable","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":[0.00048372775,0.00011234264,0.0005536524,0.005477365,0.00037244646,0.00020292596,0.000920551,0.00009474319,0.000017824646,0.53927624,0.076382756,0.3761054],"study_design_scores_gemma":[0.00048492747,0.000011551548,0.0004439474,0.00028588483,0.00011335353,0.000006265952,0.00045417767,0.0005888462,7.5920923e-7,0.010590783,0.9866954,0.00032409938],"about_ca_topic_score_codex":0.27761427,"about_ca_topic_score_gemma":0.36936617,"teacher_disagreement_score":0.91031265,"about_ca_system_score_codex":0.00006453587,"about_ca_system_score_gemma":0.00005666356,"threshold_uncertainty_score":0.9999945},"labels":[],"label_agreement":null},{"id":"W4386014941","doi":"10.2139/ssrn.4544514","title":"To Each Their Own: Personalized Product Positioning and Competition","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Competition (biology); Product (mathematics); Business; Computer science; Telecommunications; Advertising; Internet privacy","score_opus":0.014421585698218886,"score_gpt":0.22550893198631053,"score_spread":0.21108734628809164,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386014941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9783595,0.0002960187,0.003192458,0.013715541,0.00028104952,0.00017331491,9.1398954e-7,0.00015805347,0.0038231285],"genre_scores_gemma":[0.99679935,0.00018635737,0.000030126297,0.0008022619,0.0013508786,0.000008290047,0.000050218103,0.00001899517,0.0007535413],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9986232,0.000011182843,0.00017472892,0.00017803193,0.00015506579,0.00085778045],"domain_scores_gemma":[0.9995959,0.000010126658,0.00011222221,0.000073669326,0.00019847906,0.000009600086],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011116987,0.000118677315,0.00011427657,0.00032745843,0.00045888333,0.0003056699,0.00010000645,0.000033106855,0.00004866711],"category_scores_gemma":[0.000048584738,0.00010094499,0.000033264565,0.000981995,0.000027993607,0.0008979259,0.00004276213,0.0005012868,0.00015358004],"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":[0.00006550488,0.000023291703,0.0030235338,0.000032294873,0.00004242272,0.0000025816905,0.00007150508,0.000081271435,0.0045361365,0.9739649,0.0006065946,0.01754993],"study_design_scores_gemma":[0.0018811281,0.000114550814,0.06877928,0.00021210234,0.00008281121,0.00032548734,0.0051456634,0.002422253,0.0002618544,0.87061167,0.04943728,0.00072589976],"about_ca_topic_score_codex":0.000048523318,"about_ca_topic_score_gemma":0.00007453099,"teacher_disagreement_score":0.10335325,"about_ca_system_score_codex":0.0001035888,"about_ca_system_score_gemma":0.00013839509,"threshold_uncertainty_score":0.41164175},"labels":[],"label_agreement":null},{"id":"W4386089752","doi":"10.2139/ssrn.4537204","title":"Contribution to the Optimization of a Social Taxonomy","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Impact","funders":"","keywords":"Taxonomy (biology); Political science; Management science; Data science; Computer science; Economics; Biology; Ecology","score_opus":0.016118760722287847,"score_gpt":0.22468334372035262,"score_spread":0.20856458299806477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386089752","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.41801775,0.00015426385,0.5196674,0.05286758,0.0011898909,0.0009537368,0.0000037387456,0.00022960835,0.0069160582],"genre_scores_gemma":[0.99811876,0.0000339955,0.000022703965,0.00039446153,0.0012029355,0.00001664066,0.000032679458,0.0000087468725,0.00016907588],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989355,0.000009164666,0.00020175436,0.000075233154,0.00014948072,0.0006288268],"domain_scores_gemma":[0.9993371,0.000008767783,0.00020503829,0.000052451553,0.00039364657,0.0000030138674],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012509908,0.00006728398,0.00008493485,0.0001969892,0.00033633414,0.000094475756,0.00014457034,0.00004014692,0.000042474443],"category_scores_gemma":[0.00009380513,0.000049902395,0.000041948515,0.0013584477,0.0000176843,0.00051593076,0.000032808577,0.00032584067,0.00010371734],"study_design_candidate":"theoretical_or_conceptual","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":[0.00005003317,0.00001645932,0.0006205063,0.000007967533,0.00003305716,3.1269414e-7,0.000015145528,0.01668718,0.0001650828,0.97393167,0.002109898,0.0063626613],"study_design_scores_gemma":[0.003693123,0.00015924557,0.04683703,0.00008335396,0.00025855904,0.000051461113,0.005179074,0.09729778,0.00025212407,0.30965948,0.5356727,0.00085605576],"about_ca_topic_score_codex":0.000035075056,"about_ca_topic_score_gemma":0.000084294516,"teacher_disagreement_score":0.6642722,"about_ca_system_score_codex":0.00009907031,"about_ca_system_score_gemma":0.00019364362,"threshold_uncertainty_score":0.25868443},"labels":[],"label_agreement":null},{"id":"W4386174266","doi":"10.1108/ijebr-08-2022-0694","title":"I'll be there for you: coopetition and competitor-oriented activities among South Asian restaurants in two UK regional clusters","year":2023,"lang":"en","type":"article","venue":"International Journal of Entrepreneurial Behaviour & Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":24,"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":"","keywords":"Coopetition; Competitor analysis; Business; Reputation; Context (archaeology); Marketing; Ethnic group; Originality; Advertising; Geography; Political science; Creativity; Incentive; Economics","score_opus":0.07066682072399622,"score_gpt":0.3570801086271264,"score_spread":0.2864132879031302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386174266","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99260014,0.00001662957,0.000069103124,0.004913268,0.0014363767,0.0002733481,0.000024198538,0.000022957669,0.00064396876],"genre_scores_gemma":[0.99729127,0.000032417545,0.000038699134,0.00010362845,0.0021887764,0.00002136793,0.00010213421,0.000021981134,0.00019974454],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99790746,0.00006245758,0.00050212693,0.00024209691,0.0009832302,0.00030265108],"domain_scores_gemma":[0.9979071,0.00015317884,0.00035342303,0.000109078304,0.0014526135,0.000024610854],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013876919,0.00013783395,0.00019279034,0.0013221531,0.00015477325,0.00039523118,0.0003435636,0.000071306175,0.00011892303],"category_scores_gemma":[0.00028569085,0.00012869605,0.00008017006,0.0006683233,0.0001824135,0.0011790385,0.00016368381,0.00037675822,0.000008361342],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0026351048,0.0002326543,0.9686189,0.000059641392,0.000087642366,0.00025372894,0.00063654204,0.0006240224,0.0026123642,0.016356789,0.0037989032,0.0040836832],"study_design_scores_gemma":[0.0058801086,0.000078858735,0.9803504,0.00049615133,0.00003374447,0.000026483627,0.0042916615,0.0015568559,0.00046760766,0.0026836605,0.003875649,0.00025881483],"about_ca_topic_score_codex":0.00065860845,"about_ca_topic_score_gemma":0.00047559725,"teacher_disagreement_score":0.013673129,"about_ca_system_score_codex":0.000086241234,"about_ca_system_score_gemma":0.00008458118,"threshold_uncertainty_score":0.5248072},"labels":[],"label_agreement":null},{"id":"W4386276605","doi":"10.59350/v1z5y-j9p21","title":"Definite Games, Indefinite Optimism","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Optimism; Silicon valley; Key (lock); Zero (linguistics); Work (physics); Sociology; Political science; Psychology; Engineering; Computer science; Social psychology; Philosophy; Law; Linguistics; Mechanical engineering; Computer security; Entrepreneurship","score_opus":0.0447244439138142,"score_gpt":0.24238534569550382,"score_spread":0.19766090178168963,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386276605","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034859173,0.00026667767,0.002281458,0.0046768095,0.0037255285,0.0005218313,0.000019946727,0.00083206233,0.9528165],"genre_scores_gemma":[0.9606539,0.000113152426,0.0030271558,0.019259367,0.003213805,0.00038985017,0.0037963353,0.00016316606,0.009383267],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9980967,0.000011251583,0.00050999114,0.0006144476,0.0004190661,0.00034853353],"domain_scores_gemma":[0.99857366,0.000025954692,0.00051065034,0.00060323003,0.0002783745,0.000008124],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00045303043,0.0003961273,0.0003529479,0.0006571081,0.00029297225,0.00074429205,0.0005751032,0.0003043471,0.01340458],"category_scores_gemma":[0.00007031857,0.000398298,0.00014457066,0.00090423814,0.000051712246,0.0007689509,0.002138772,0.0010734191,0.0007367527],"study_design_candidate":"theoretical_or_conceptual","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":[0.000054087624,0.00017276585,0.0050540073,0.00081546424,0.000091491354,0.00003272191,0.000022468426,0.010834338,0.000034770248,0.9141379,0.061916955,0.006833011],"study_design_scores_gemma":[0.00051089376,0.0000066348653,0.0143611245,0.00008890861,0.00011165873,0.0000027064111,0.00015520571,0.007757848,0.000009191551,0.07401046,0.9019818,0.001003623],"about_ca_topic_score_codex":0.00088511576,"about_ca_topic_score_gemma":0.000030156672,"teacher_disagreement_score":0.9434332,"about_ca_system_score_codex":0.00005662298,"about_ca_system_score_gemma":0.00010128658,"threshold_uncertainty_score":0.9998469},"labels":[],"label_agreement":null},{"id":"W4386578697","doi":"10.1007/978-1-4614-7883-6_818-1","title":"Coordinated Anticompetitive Practices Based on Algorithms","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Computer science; Algorithm; Business","score_opus":0.05939546504122448,"score_gpt":0.263574881491815,"score_spread":0.20417941645059054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386578697","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000024961,0.000006550262,0.00066085096,0.0034636941,0.0009825178,0.00030016367,0.000009865902,0.0006088744,0.9939425],"genre_scores_gemma":[0.033178143,0.0000224272,0.00028859772,0.0076888716,0.0029129807,0.000023691346,0.0011580607,0.0002159133,0.9545113],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9986052,0.000003317793,0.0003378979,0.00047093187,0.00035495212,0.00022768602],"domain_scores_gemma":[0.99793386,0.00010488671,0.0010487417,0.00028202144,0.0006233198,0.0000071932554],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00028483063,0.00038061783,0.00032046103,0.0006757585,0.0001807075,0.00039764622,0.00021115704,0.00033048104,0.0031547134],"category_scores_gemma":[0.00015267954,0.00033601627,0.00009101531,0.00030746622,0.00007046983,0.000867174,0.00007614102,0.0004049074,0.006261727],"study_design_candidate":"theoretical_or_conceptual","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":[0.000046791163,0.00003493595,0.00006348819,0.00018185627,0.00004258148,0.000052448904,8.550982e-7,0.000069606955,0.000010655262,0.9846701,0.010420739,0.004405968],"study_design_scores_gemma":[0.00081895763,0.000040175197,0.0025954812,0.00071016105,0.00019415803,0.0000012177138,0.000029752006,0.033302322,0.000028415165,0.03426522,0.9270005,0.0010136428],"about_ca_topic_score_codex":0.00021075823,"about_ca_topic_score_gemma":0.00004035417,"teacher_disagreement_score":0.9504049,"about_ca_system_score_codex":0.000028859984,"about_ca_system_score_gemma":0.000053001368,"threshold_uncertainty_score":0.99990916},"labels":[],"label_agreement":null},{"id":"W4386917115","doi":"10.1522/revueot.v32n2.1600","title":"Organisations autonomes décentralisées et enjeux de gouvernance : le cas de The DAO","year":2023,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.030556379667593607,"score_gpt":0.2569114879585369,"score_spread":0.2263551082909433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4386917115","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.25847244,0.0022700771,0.002624917,0.7295621,0.0016335234,0.00054011506,0.000090370646,0.0006650232,0.0041414136],"genre_scores_gemma":[0.9701993,0.0010239275,0.00089989096,0.0029402869,0.0022386205,0.00007912225,0.00038720373,0.000110084104,0.022121599],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99796796,0.00009695811,0.0005618106,0.00041910252,0.00022459381,0.0007295565],"domain_scores_gemma":[0.99842614,0.00020793908,0.00039881968,0.0005505678,0.00038228222,0.000034236826],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00077559246,0.00033848596,0.00027029408,0.0002895981,0.0015039236,0.0011373606,0.00056882104,0.00024008965,0.00078103854],"category_scores_gemma":[0.0006419816,0.00033753208,0.000113855145,0.002462674,0.00029750908,0.0024164144,0.00022271107,0.00039775253,0.00067530794],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000102342165,0.00028674377,0.11407764,0.00097258145,0.00015432802,0.000048770453,0.0075793853,0.0037966347,0.0046164826,0.56746966,0.2929062,0.008081351],"study_design_scores_gemma":[0.00027914808,0.00000777737,0.3448669,0.0003431595,0.00012959652,0.00003279978,0.0014902477,0.0058118026,0.00047612906,0.01915841,0.62705725,0.00034676743],"about_ca_topic_score_codex":0.036675103,"about_ca_topic_score_gemma":0.005537914,"teacher_disagreement_score":0.7266218,"about_ca_system_score_codex":0.00094900804,"about_ca_system_score_gemma":0.0018704593,"threshold_uncertainty_score":0.9999077},"labels":[],"label_agreement":null},{"id":"W4387271633","doi":"10.59876/a-9ety-bv21","title":"Dynamique concurrentielle : la retenue mutuelle entre concurrents monopoints sur un marché récemment libéralisé","year":2023,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Forbearance; Competitor analysis; Competition (biology); Business; Telecommunications; Industrial organization; Computer science; Marketing; Finance","score_opus":0.020663913068447302,"score_gpt":0.23729491901911642,"score_spread":0.21663100595066911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387271633","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.27920914,0.00007977532,0.004897788,0.019699294,0.011492249,0.0013886217,0.00008893367,0.0013321885,0.681812],"genre_scores_gemma":[0.9888283,0.00014138209,0.0001158388,0.0011731365,0.00070602476,0.000114374336,0.0016842438,0.00004371354,0.0071929847],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981348,0.000018626133,0.00044995965,0.0004602635,0.0005684724,0.0003678603],"domain_scores_gemma":[0.9991611,0.000039267758,0.00026218465,0.0002493178,0.0002705009,0.000017602919],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004652669,0.00026262357,0.00018107411,0.00065154134,0.0001947141,0.0004769151,0.000566014,0.000086458414,0.0017440006],"category_scores_gemma":[0.000045080164,0.00027505655,0.000101937214,0.0009685321,0.00006867865,0.0011634376,0.00063860946,0.00018836439,0.0021289696],"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":[0.00010358562,0.00033793703,0.028279167,0.00044339415,0.00041167374,0.00016819072,0.00006537504,0.00048805904,0.000121191966,0.685867,0.22916791,0.05454652],"study_design_scores_gemma":[0.0021625555,0.000010350003,0.085981354,0.00022364417,0.00007206523,0.0000030759006,0.00036230922,0.05088035,0.00008995122,0.013562988,0.8461376,0.0005137823],"about_ca_topic_score_codex":0.00008314205,"about_ca_topic_score_gemma":0.000013646819,"teacher_disagreement_score":0.70961916,"about_ca_system_score_codex":0.00007791721,"about_ca_system_score_gemma":0.000013696562,"threshold_uncertainty_score":0.99997014},"labels":[],"label_agreement":null},{"id":"W4387360993","doi":"10.3917/mss.029.0021","title":"Ingénierie ou ingenium de la gestion pour la diversité : le cas d’une organisation bancaire","year":2020,"lang":"fr","type":"article","venue":"Management & Sciences Sociales","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"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 en Outaouais; Ministère de l’Emploi et de la Solidarité Sociale (Québec); Université du Québec à Rimouski","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.04876963742355081,"score_gpt":0.25295993749492696,"score_spread":0.20419030007137615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387360993","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33487704,0.0013950862,0.022667952,0.2616542,0.0014149377,0.0006110413,0.000007818445,0.00040323348,0.37696868],"genre_scores_gemma":[0.9931787,0.0001911722,0.001210941,0.002333617,0.0010401158,0.000010563352,0.000029851435,0.000023662651,0.0019813457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99820876,0.00013005995,0.00032148501,0.00047385186,0.00044125578,0.00042458388],"domain_scores_gemma":[0.9992829,0.00009034451,0.00033722748,0.00010299012,0.00015958695,0.000026964757],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001383223,0.00025056387,0.00019808814,0.00019683607,0.0014126567,0.0011885634,0.00044136803,0.00020005852,0.00024969337],"category_scores_gemma":[0.00015385506,0.00028574362,0.00007443997,0.0023330438,0.0011658011,0.00264934,0.00037053853,0.00022395237,0.00026817122],"study_design_candidate":"theoretical_or_conceptual","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":[0.00002536287,0.0001683473,0.059839245,0.0009045957,0.00007098759,0.000066907975,0.0027117617,0.0007936303,0.00083168654,0.889477,0.014798293,0.03031218],"study_design_scores_gemma":[0.0015697273,0.00004790919,0.6014562,0.00042235645,0.00046817595,0.0000060640346,0.036813878,0.015188196,0.00038635373,0.06592512,0.2766747,0.0010413302],"about_ca_topic_score_codex":0.0029604004,"about_ca_topic_score_gemma":0.00035189683,"teacher_disagreement_score":0.8235519,"about_ca_system_score_codex":0.0002311498,"about_ca_system_score_gemma":0.00021461671,"threshold_uncertainty_score":0.99995947},"labels":[],"label_agreement":null},{"id":"W4387453984","doi":"10.1080/08865655.2023.2262162","title":"Role of Resource Asymmetry and Collaboration Time in the Governance of Cross-border Collaborative Networks","year":2023,"lang":"en","type":"article","venue":"Journal of Borderlands Studies","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"Conselho Nacional de Desenvolvimento Científico e Tecnológico","keywords":"Collaborative governance; Asymmetry; Resource (disambiguation); Corporate governance; Cross-border cooperation; Resource dependence theory; Business; Knowledge management; Shared resource; Political science; Computer science; Regional science; Sociology; Economics; Management; Computer security; Physics","score_opus":0.011837144946860657,"score_gpt":0.3081056440608139,"score_spread":0.29626849911395325,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387453984","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98774034,0.004721635,0.000017795937,0.0023143073,0.00011611553,0.00013587234,0.000005440396,0.000007454472,0.004941034],"genre_scores_gemma":[0.9986502,0.00077084557,0.000034922698,0.00015527643,0.00027110756,0.000003280916,0.0000055515698,0.0000073001997,0.000101539335],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990103,0.000023759547,0.0005158258,0.00007966309,0.00025839088,0.00011206102],"domain_scores_gemma":[0.99739826,0.00015196516,0.00095491885,0.00007678665,0.0014151215,0.0000029424186],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00096481945,0.00009727827,0.00030662448,0.00018511852,0.00009966641,0.00007430443,0.000103123166,0.00005149891,0.0000087752605],"category_scores_gemma":[0.0004097761,0.00006505449,0.000026601267,0.0028893265,0.00013245709,0.0007455399,0.00005467616,0.00012275118,0.0000012609559],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0027877218,0.00066370866,0.7345548,0.0015044685,0.001166664,0.000053974705,0.010449272,0.055537198,0.0053256284,0.07716177,0.07277243,0.038022354],"study_design_scores_gemma":[0.0020374625,0.00015268452,0.92136085,0.0003992186,0.00009507185,0.000005704173,0.021626046,0.00812046,0.00017184106,0.0031260333,0.042697944,0.00020670507],"about_ca_topic_score_codex":0.000020851887,"about_ca_topic_score_gemma":0.000069995374,"teacher_disagreement_score":0.18680601,"about_ca_system_score_codex":0.000011580631,"about_ca_system_score_gemma":0.000035242425,"threshold_uncertainty_score":0.2652845},"labels":[],"label_agreement":null},{"id":"W4387788476","doi":"10.2139/ssrn.4580410","title":"Firm-Centric and Customer-Centric Flexiblity Products","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of British Columbia; University of Calgary","funders":"","keywords":"Business; Industrial organization; Marketing; Process management","score_opus":0.017133911752054917,"score_gpt":0.23188551301572244,"score_spread":0.21475160126366752,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387788476","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9827478,0.0016237361,0.0003963031,0.0080758445,0.0008657327,0.00025061125,8.157626e-7,0.00029423577,0.005744927],"genre_scores_gemma":[0.994787,0.0017736263,0.000010189195,0.00037531822,0.0017580845,0.0000050304357,0.00002744294,0.000025115325,0.0012382215],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974893,0.0000115247785,0.00029104238,0.00026272537,0.00028141384,0.0016640105],"domain_scores_gemma":[0.99927217,0.000013531262,0.00023422646,0.00013969436,0.0003270816,0.000013288326],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015770588,0.0001721883,0.00016323008,0.00078645785,0.00043456935,0.00033153777,0.00019077414,0.00007696526,0.000054833836],"category_scores_gemma":[0.00015499025,0.0001511868,0.00003982489,0.004381833,0.000044913235,0.0014844731,0.000087638335,0.0009100232,0.0005785852],"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":[0.00011029214,0.00013431582,0.054325014,0.00018863639,0.00010758338,0.000020644551,0.000026062266,0.00009457928,0.00045793693,0.8598387,0.008922507,0.0757737],"study_design_scores_gemma":[0.0032041224,0.00007522296,0.2690367,0.00008576687,0.00019611657,0.00034280133,0.0012023973,0.0033780902,0.00010397377,0.44933718,0.27200875,0.001028869],"about_ca_topic_score_codex":0.00008417067,"about_ca_topic_score_gemma":0.000054092856,"teacher_disagreement_score":0.41050154,"about_ca_system_score_codex":0.00016738457,"about_ca_system_score_gemma":0.00041873736,"threshold_uncertainty_score":0.7436735},"labels":[],"label_agreement":null},{"id":"W4387833422","doi":"10.1108/er-04-2023-0207","title":"Resistance exercise: competition, coopetition and collective action among self-employed personal trainers in the UK","year":2023,"lang":"en","type":"article","venue":"Employee Relations","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Coopetition; Resistance (ecology); Competition (biology); Vanguard; Collective action; Qualitative property; Public relations; Action (physics); Commercialization; Value (mathematics); Trade union; Business; Work (physics); Marketing; Sociology; Economics; Political science; Market economy; Computer science; Engineering; International trade","score_opus":0.02805420032352929,"score_gpt":0.24325177518829377,"score_spread":0.21519757486476448,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387833422","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97174513,0.000036102123,0.00035816658,0.0036998661,0.00018607316,0.0005024404,0.00000735748,0.0002876874,0.0231772],"genre_scores_gemma":[0.9974826,0.000029975632,0.000057764755,0.00023709027,0.00023082928,0.0001376422,0.00026190406,0.000017243945,0.0015449263],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9991202,0.0000259524,0.00023354655,0.00022170159,0.00021526808,0.00018335272],"domain_scores_gemma":[0.9994729,0.00008965555,0.000120667166,0.00010464999,0.00020555647,0.0000065809654],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000405832,0.0001260064,0.000115921765,0.00041562266,0.0005736019,0.00021061108,0.000083609826,0.00009037246,0.00012762708],"category_scores_gemma":[0.00007786747,0.000111630194,0.000030788033,0.0029942608,0.00008624118,0.0010830732,0.000021716554,0.00019630026,0.000117844495],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00014021949,0.00016440074,0.6936623,0.00024257731,0.00005512462,0.000019806175,0.0032250767,0.0007929105,0.00025482368,0.22820835,0.07270311,0.00053133967],"study_design_scores_gemma":[0.0004762153,0.000005082492,0.9814688,0.000103254904,0.00003710152,0.0000011427971,0.0011929495,0.0016302156,0.0000036786885,0.010155539,0.004777359,0.00014869461],"about_ca_topic_score_codex":0.00012530814,"about_ca_topic_score_gemma":0.001153678,"teacher_disagreement_score":0.2878065,"about_ca_system_score_codex":0.00006200625,"about_ca_system_score_gemma":0.000040937713,"threshold_uncertainty_score":0.45521474},"labels":[],"label_agreement":null},{"id":"W4388075352","doi":"10.18280/ijsdp.181016","title":"A Systematic Review of Resource-Based View and Dynamic Capabilities of Firms and Future Research Avenues","year":2023,"lang":"en","type":"review","venue":"International Journal of Sustainable Development and Planning","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":116,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); Dynamic capabilities; Management science; Computer science; Environmental resource management; Business; Engineering; Environmental science; Knowledge management","score_opus":0.049775420634174235,"score_gpt":0.3341889659670798,"score_spread":0.2844135453329056,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388075352","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014835524,0.99743694,0.00001584848,0.00025141702,0.00013313338,0.00046251583,0.000003779206,0.0000064526926,0.00020637656],"genre_scores_gemma":[0.0006130875,0.9985975,0.00012346503,0.00006734435,0.00027872232,0.000024076297,0.000068330985,0.000021653446,0.00020584442],"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","domain_scores_codex":[0.9977907,0.00006613015,0.0012673036,0.00014537206,0.00056051224,0.00016996395],"domain_scores_gemma":[0.99609476,0.0003189524,0.001530565,0.00007616213,0.0019667114,0.0000128708025],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0031592522,0.00019099055,0.0010871985,0.0012006334,0.00010034381,0.00014299399,0.0002390891,0.000107591164,0.000009301967],"category_scores_gemma":[0.000623805,0.00014269077,0.00007251213,0.00060387864,0.00009595896,0.00042531212,0.00014659423,0.0002910243,7.840858e-7],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000019661646,0.0000147883975,0.000036597547,0.97431606,0.0002528634,0.00013004053,0.00033886218,0.000001408979,1.321158e-7,0.003040902,0.00019528875,0.021653375],"study_design_scores_gemma":[0.00017760003,0.000013797152,0.00010997595,0.7048192,0.00027192442,0.00004147701,0.0066112545,0.000026017316,3.9631377e-7,0.00042345488,0.28735572,0.00014916726],"about_ca_topic_score_codex":0.000019657467,"about_ca_topic_score_gemma":0.000001064457,"teacher_disagreement_score":0.28716043,"about_ca_system_score_codex":0.00007123563,"about_ca_system_score_gemma":0.0002976151,"threshold_uncertainty_score":0.58187604},"labels":[],"label_agreement":null},{"id":"W4388393577","doi":"10.1093/oso/9780198296898.003.0003","title":"The Theory of the Flagship Firm","year":2000,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"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":"Jungle; Business; Industrial organization; Work (physics); Key (lock); Marketing; Engineering; Computer science; Geography","score_opus":0.02542983155631478,"score_gpt":0.19770572240718834,"score_spread":0.17227589085087355,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388393577","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016699276,0.00020893065,0.000021489761,0.0016030711,0.0004989988,0.00020566185,0.0000019544898,0.000045937566,0.997247],"genre_scores_gemma":[0.14740261,0.000086481494,0.0000048932857,0.0022275953,0.0012192959,0.000006367276,0.000026528554,0.000044104254,0.8489821],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991542,0.000004258865,0.00031349994,0.00015736719,0.00023293949,0.0001377297],"domain_scores_gemma":[0.99894965,0.00006712005,0.00034741568,0.00043747673,0.00019628096,0.000002087097],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00036759072,0.00019712889,0.00015568006,0.0000693097,0.00031578846,0.00014294517,0.0004625978,0.00018487878,0.004205592],"category_scores_gemma":[0.000028542325,0.00009559471,0.00012465296,0.00011377272,0.00019952495,0.00027320808,0.00010646717,0.000247523,0.00042211133],"study_design_candidate":"theoretical_or_conceptual","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":[0.000025552625,0.0000043519462,0.000031943215,0.00004192182,0.000024268207,3.5862885e-7,0.000002420436,0.0000036041386,0.0000048836205,0.96901745,0.009915402,0.020927818],"study_design_scores_gemma":[0.000055906254,0.0000010941403,0.00087448506,0.000062762316,0.000034119577,3.7272454e-7,0.0000086784075,0.000017306651,0.000008377996,0.42301726,0.57582474,0.00009488104],"about_ca_topic_score_codex":0.000040459658,"about_ca_topic_score_gemma":0.00005415753,"teacher_disagreement_score":0.5659094,"about_ca_system_score_codex":0.000008972431,"about_ca_system_score_gemma":0.000030049943,"threshold_uncertainty_score":0.9967047},"labels":[],"label_agreement":null},{"id":"W4388398216","doi":"10.1017/mor.2023.12","title":"Horizontal FDI and Internal R&amp;D of Local Firms in Emerging Economies: A Coopetition Perspective","year":2023,"lang":"en","type":"article","venue":"Management and Organization Review","topic":"Business Strategy and Innovation","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":false,"ca_institutions":"Brock University","funders":"","keywords":"Business; Intangible asset; Coopetition; R&D intensity; Frontier; Industrial organization; Asset (computer security); Perspective (graphical); Franchise; Economic geography; China; Market economy; Business administration; Economics; Finance; Management","score_opus":0.013749185666570022,"score_gpt":0.23450161262512015,"score_spread":0.22075242695855013,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388398216","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91642547,0.01288261,0.019886142,0.014510256,0.0006977205,0.002088303,0.000006119529,0.00038827545,0.03311508],"genre_scores_gemma":[0.97921044,0.01933392,0.00006198605,0.00077487854,0.00009937709,0.000012721287,0.00013873697,0.000017808068,0.0003501423],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993787,0.0000071683985,0.00026181777,0.00018091357,0.00007464694,0.0000967719],"domain_scores_gemma":[0.9996327,0.0000053216736,0.00013838506,0.00007143103,0.00014744102,0.00000473325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00024773006,0.00009737187,0.00017000696,0.00028046113,0.00006149689,0.000066029,0.0000577595,0.000025378264,0.00023720162],"category_scores_gemma":[0.000033111493,0.00009282935,0.000012337537,0.0015146529,0.000039699084,0.00057308294,0.00012226921,0.000044842895,0.00006146444],"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":[0.000023223549,0.000090877904,0.16215312,0.014417965,0.00008724283,0.000013293715,0.00020578422,0.000103055776,0.000051219406,0.75449586,0.014826529,0.053531803],"study_design_scores_gemma":[0.002178438,0.000037076396,0.7756605,0.007943141,0.00030628944,0.000007457936,0.004803113,0.004010305,0.000049001126,0.008347433,0.19583085,0.00082638324],"about_ca_topic_score_codex":0.00012010576,"about_ca_topic_score_gemma":0.00008217108,"teacher_disagreement_score":0.74614847,"about_ca_system_score_codex":0.00002315539,"about_ca_system_score_gemma":0.0000038878225,"threshold_uncertainty_score":0.3785471},"labels":[],"label_agreement":null},{"id":"W4388841183","doi":"10.3386/w31877","title":"Combinatorial Discrete Choice: Theory and Application to Multinational Production","year":2023,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Multinational corporation; Discrete choice; Business; Econometrics; Computer science; Operations research; Mathematics","score_opus":0.22576507948563063,"score_gpt":0.47629071305868553,"score_spread":0.2505256335730549,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4388841183","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.032462038,0.0001948975,0.00031161372,0.013795002,0.009405683,0.004282727,0.00012316153,0.00027807444,0.9391468],"genre_scores_gemma":[0.98338956,0.000070688344,0.000042342977,0.00006687488,0.010257885,0.00040381346,0.0021448059,0.00006460266,0.0035594048],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9971063,0.00004756589,0.00060234254,0.00060705305,0.0013686307,0.00026807006],"domain_scores_gemma":[0.9942913,0.00048829627,0.00043091417,0.00021982584,0.0045517837,0.00001787634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008445339,0.00019673859,0.0002929514,0.0016016957,0.0002898904,0.0001997889,0.00028943163,0.00028769133,0.00011000683],"category_scores_gemma":[0.004977705,0.00020551278,0.000056922825,0.0008626339,0.00018038353,0.00081639196,0.00025959188,0.00043862412,0.00041381433],"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":[0.00010034264,0.00004381452,0.0011892501,0.00037436254,0.000051339655,2.6007183e-7,0.000008614083,0.00048538874,0.00025042973,0.9546729,0.03987719,0.0029461235],"study_design_scores_gemma":[0.00041747966,0.000018476825,0.028133342,0.00013601076,0.000022353755,0.0000021985734,0.000057122666,0.0011337207,0.0000753439,0.86646634,0.10324917,0.00028845307],"about_ca_topic_score_codex":0.0015645376,"about_ca_topic_score_gemma":0.0001823931,"teacher_disagreement_score":0.95092756,"about_ca_system_score_codex":0.00052505295,"about_ca_system_score_gemma":0.0007524563,"threshold_uncertainty_score":0.8380568},"labels":[],"label_agreement":null},{"id":"W4389090614","doi":"10.1108/978-1-83797-012-420231005","title":"Elmar Mock, From the Swatch to Creaholic: Inventor, Intrapreneur and Entrepreneur","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Genetec (Canada)","funders":"","keywords":"Creativity; Mindset; Management; Engineering; Brother; Wife; Sociology; Pedagogy; Psychology; Political science; Law; Social psychology; Computer science; Artificial intelligence","score_opus":0.037810020656240804,"score_gpt":0.2133388919902988,"score_spread":0.17552887133405798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389090614","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.009106952,0.00012379794,0.00011079981,0.015194331,0.0015399884,0.00068935135,0.000047436908,0.0005206181,0.97266674],"genre_scores_gemma":[0.04131446,0.0003063197,0.000051444553,0.024639448,0.005720767,0.00005518552,0.0009165823,0.00021939652,0.9267764],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99842954,0.000004516424,0.00041128433,0.0005792582,0.00031136852,0.0002640083],"domain_scores_gemma":[0.9989398,0.0000914303,0.00023334193,0.0004821324,0.00023481385,0.000018473838],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018945396,0.00040698692,0.0003215992,0.00023475791,0.0002062538,0.0005513432,0.00037470413,0.00027194852,0.0017297637],"category_scores_gemma":[0.00007813297,0.0002953417,0.00008171766,0.00024064782,0.00006949758,0.00052555,0.00046986988,0.00032633415,0.0023207557],"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":[0.000033159686,0.000015876882,0.0012806493,0.00008279331,0.000105751824,0.000020696607,0.000049174054,0.00001554021,0.00013314263,0.7710446,0.21188991,0.0153287025],"study_design_scores_gemma":[0.00025182663,0.000008625974,0.0068731853,0.00015915473,0.000121306366,0.0000013371507,0.000039625727,0.00020408074,0.00002404679,0.09572518,0.8961129,0.00047869384],"about_ca_topic_score_codex":0.0025677963,"about_ca_topic_score_gemma":0.00087584055,"teacher_disagreement_score":0.68422306,"about_ca_system_score_codex":0.000016183005,"about_ca_system_score_gemma":0.000022892427,"threshold_uncertainty_score":0.9999499},"labels":[],"label_agreement":null},{"id":"W4389090678","doi":"10.1108/978-1-83797-012-420231004","title":"From Softimage to Microsoft and Then to Inno-Centre: Pierre Nelis and Entrepreneurial Facilitation","year":2023,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Genetec (Canada); Sherritt (Canada)","funders":"","keywords":"Management; Engineering; Marketing; Business; Knowledge management; Computer science; Economics","score_opus":0.023012963743546257,"score_gpt":0.21645208671077784,"score_spread":0.1934391229672316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389090678","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1627131,0.00035251235,0.003799882,0.033648506,0.004843209,0.003902341,0.00074594084,0.0016558293,0.78833866],"genre_scores_gemma":[0.08924663,0.00014648089,0.0019149465,0.017193338,0.009348032,0.000060468115,0.004259675,0.00035075372,0.8774797],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985484,0.0000033326435,0.0003694406,0.00063984963,0.0002173633,0.00022163171],"domain_scores_gemma":[0.999242,0.000059357928,0.00015230948,0.00023563346,0.00028511684,0.000025550982],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013824679,0.00035580609,0.00031089725,0.00040975068,0.00014437271,0.0005991403,0.00013081523,0.00023470428,0.00087896315],"category_scores_gemma":[0.000115682604,0.00033867412,0.00003854678,0.00020079143,0.00004535164,0.00066946965,0.0003175917,0.00016302758,0.0012592352],"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":[0.0006852258,0.000067773806,0.0023426288,0.000779802,0.00030378718,0.000054488457,0.0016867499,0.00006780012,0.007867922,0.50163627,0.26510018,0.2194074],"study_design_scores_gemma":[0.0011453354,0.000026248339,0.010043707,0.0004058677,0.00016602196,0.0000010940321,0.00032678017,0.0002420292,0.00008759298,0.08872139,0.897614,0.0012199316],"about_ca_topic_score_codex":0.00093905604,"about_ca_topic_score_gemma":0.00023713252,"teacher_disagreement_score":0.6325138,"about_ca_system_score_codex":0.00001754728,"about_ca_system_score_gemma":0.00001773874,"threshold_uncertainty_score":0.99990654},"labels":[],"label_agreement":null},{"id":"W4389090758","doi":"10.1108/978-1-83797-012-420231003","title":"Réal Plourde, Couche-Tard/Circle K and Entrepreneurial Facilitation","year":2023,"lang":"fr","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Genetec (Canada); Sherritt (Canada)","funders":"","keywords":"Management; Pace; Engineering; Sociology; Geology; Economics","score_opus":0.033633222164044345,"score_gpt":0.2203287367160235,"score_spread":0.18669551455197914,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389090758","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.04043209,0.00072570174,0.0018248922,0.015964406,0.008983679,0.0014392678,0.00011547379,0.0009989019,0.9295156],"genre_scores_gemma":[0.5679348,0.00070835545,0.00029820506,0.0016788988,0.0058244322,0.00003944451,0.0017823266,0.00021951747,0.42151403],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975944,0.000011802726,0.00073600415,0.00078261195,0.00045455527,0.00042063117],"domain_scores_gemma":[0.9983576,0.00011398681,0.0004599468,0.0003167787,0.00072634034,0.000025370067],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00041836328,0.0005309887,0.00048395598,0.00047984056,0.00039393132,0.0006329073,0.00018526422,0.0005847421,0.0038731818],"category_scores_gemma":[0.00017384886,0.00059794734,0.00013095149,0.00030066216,0.00029259128,0.0018930993,0.0002420183,0.00040770427,0.005007072],"study_design_candidate":"theoretical_or_conceptual","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":[0.00010546618,0.000040628962,0.001775313,0.0009967911,0.00012797672,0.00002893989,0.000041224524,0.0001123978,0.00023362864,0.9499608,0.0039031266,0.04267369],"study_design_scores_gemma":[0.002385593,0.0000683972,0.044778593,0.0009168674,0.0005507893,0.000010805095,0.00027288482,0.0054392577,0.00006158263,0.15634005,0.78733337,0.0018418024],"about_ca_topic_score_codex":0.0010651913,"about_ca_topic_score_gemma":0.00035787083,"teacher_disagreement_score":0.79362077,"about_ca_system_score_codex":0.000044598783,"about_ca_system_score_gemma":0.000057061152,"threshold_uncertainty_score":0.9996472},"labels":[],"label_agreement":null},{"id":"W4389818297","doi":"10.7202/1107639ar","title":"Plaidoyer pour une prise en compte de la proposition de valeur de liaison entre consommateurs dans le champ de l’entrepreneuriat","year":2023,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Physics; Political science; Humanities; Philosophy","score_opus":0.01577872564022215,"score_gpt":0.24757374241048882,"score_spread":0.23179501677026668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389818297","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8261095,0.00031224114,0.019146997,0.14445671,0.00059703394,0.0005043238,0.00008845853,0.0004233056,0.008361393],"genre_scores_gemma":[0.9121688,0.010514564,0.0062887655,0.0025896085,0.0023156966,0.00025924985,0.0013539067,0.00018793247,0.06432147],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966254,0.0008800028,0.00076029316,0.0007279115,0.00022463108,0.0007817317],"domain_scores_gemma":[0.99526066,0.0030997691,0.0007158498,0.00041136565,0.00040071245,0.000111653244],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0030539967,0.0004852782,0.00039789654,0.00060833263,0.0002627165,0.0011223712,0.0005016306,0.0005562162,0.0006046372],"category_scores_gemma":[0.0027638564,0.00062476256,0.00020295662,0.0006583549,0.0002462248,0.0018023566,0.00029153065,0.0008443526,0.00077716314],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00045224524,0.0012907622,0.46445164,0.0014285962,0.0003579504,0.00063142524,0.0028950556,0.19192542,0.012274403,0.26817814,0.028431224,0.027683144],"study_design_scores_gemma":[0.0037893646,0.00004125592,0.46531287,0.0025829196,0.00024691023,0.00065190037,0.0012277359,0.26705605,0.002590888,0.06409404,0.19135536,0.0010507086],"about_ca_topic_score_codex":0.002707399,"about_ca_topic_score_gemma":0.00023540013,"teacher_disagreement_score":0.20408408,"about_ca_system_score_codex":0.0013639072,"about_ca_system_score_gemma":0.000820112,"threshold_uncertainty_score":0.9999146},"labels":[],"label_agreement":null},{"id":"W4389820186","doi":"10.7202/1107633ar","title":"La détection d’opportunités internationales dans un environnement incertain : le rôle des capacités digitales et de l’agilité organisationnelle des PME","year":2023,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Art","score_opus":0.029836848280929973,"score_gpt":0.24867203033135138,"score_spread":0.2188351820504214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4389820186","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9074,0.0003439186,0.029258478,0.050109267,0.0005200721,0.0003414729,0.00008861882,0.00033529525,0.011602895],"genre_scores_gemma":[0.95232666,0.00754965,0.0046370653,0.00073077437,0.00070228573,0.00017494982,0.0013598879,0.000106196385,0.03241254],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9973636,0.00042829558,0.0008075786,0.00065433444,0.00026669368,0.0004794949],"domain_scores_gemma":[0.9956791,0.0027637968,0.0006066394,0.00033351986,0.000541719,0.00007521978],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026005867,0.0004401894,0.00030651563,0.0007167212,0.00039285028,0.0010306581,0.00042449648,0.0003649833,0.0010285614],"category_scores_gemma":[0.0035848676,0.000552277,0.00018046307,0.00068989233,0.0005514097,0.003605481,0.0003292994,0.000602004,0.00056136784],"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":[0.000108980355,0.0008754429,0.2766571,0.0007506394,0.0003131736,0.00011826798,0.0022948836,0.08595903,0.0031952907,0.5401,0.002478527,0.087148674],"study_design_scores_gemma":[0.0021104875,0.000047274047,0.5758485,0.001847137,0.0001573673,0.000277066,0.0043079704,0.063111454,0.0013257642,0.18050447,0.16944948,0.0010129961],"about_ca_topic_score_codex":0.0027906636,"about_ca_topic_score_gemma":0.0016944577,"teacher_disagreement_score":0.35959554,"about_ca_system_score_codex":0.0010542833,"about_ca_system_score_gemma":0.00039573846,"threshold_uncertainty_score":0.9998846},"labels":[],"label_agreement":null},{"id":"W4390022060","doi":"10.7202/1092918ar","title":"LA CONSOLIDATION DES ORGANISMESAMÉRICAINS DE MANAGED CARE","year":2003,"lang":"fr","type":"article","venue":"Assurances et gestion des risques","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.03135766237791354,"score_gpt":0.26718851662411774,"score_spread":0.2358308542462042,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390022060","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.52664536,0.019444043,0.023970002,0.010995178,0.0015790077,0.0005533246,0.000022637387,0.00053739885,0.4162531],"genre_scores_gemma":[0.99025637,0.0026434308,0.0043399977,0.0007029013,0.00028531902,0.000032876113,0.0001264898,0.000050390772,0.0015622474],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982192,0.0003378112,0.0004021656,0.00036208893,0.00023066404,0.0004480986],"domain_scores_gemma":[0.99833363,0.00018316077,0.00025081795,0.00020552428,0.0010017862,0.000025068422],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0010531627,0.0003154526,0.00025917872,0.00026225974,0.0005765495,0.00086803676,0.00016450106,0.0003398412,0.0005389052],"category_scores_gemma":[0.0009781978,0.00034059313,0.0000761927,0.001262137,0.000560272,0.004043072,0.00003342161,0.0003602213,0.00024719568],"study_design_candidate":"theoretical_or_conceptual","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":[0.00006800247,0.0003017509,0.13212012,0.0040101926,0.00014929032,0.000066413246,0.0020547202,0.011733546,0.0008407922,0.6488324,0.010206839,0.18961594],"study_design_scores_gemma":[0.001346967,0.000053273005,0.4555837,0.0018667565,0.0003718362,0.00007059517,0.008262068,0.004403375,0.003007036,0.055150695,0.46880925,0.0010744561],"about_ca_topic_score_codex":0.0008893111,"about_ca_topic_score_gemma":0.0008566239,"teacher_disagreement_score":0.5936817,"about_ca_system_score_codex":0.00022060331,"about_ca_system_score_gemma":0.000113480426,"threshold_uncertainty_score":0.99990463},"labels":[],"label_agreement":null},{"id":"W4390804824","doi":"","title":"Capacités stratégiques et innovation de produits dans les PMI: Une approche gestaltiste","year":2008,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"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","funders":"","keywords":"Political science; Computer science","score_opus":0.03155280357868894,"score_gpt":0.23078917741119728,"score_spread":0.19923637383250833,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4390804824","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5574029,0.0014064768,0.16204773,0.070478834,0.00035180151,0.00052038475,0.000022707583,0.0003463014,0.20742285],"genre_scores_gemma":[0.94031847,0.00059469376,0.01784417,0.00092981575,0.00017100094,0.000060447932,0.00077985623,0.00007152598,0.039230034],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966445,0.0009612168,0.0007722211,0.0006347137,0.00045245475,0.0005348721],"domain_scores_gemma":[0.9923316,0.00031724863,0.00076755503,0.0008864267,0.005660342,0.00003679462],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.005275183,0.0003879347,0.00030873038,0.000405006,0.0009497556,0.00068522705,0.0006540285,0.00035070977,0.00019495322],"category_scores_gemma":[0.0018231014,0.0004435056,0.00009200771,0.0033880365,0.0005669363,0.0021047252,0.0002540769,0.00061585824,0.00010130676],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002271427,0.00076314056,0.019772101,0.00066863414,0.000053032345,0.000016975131,0.0077615,0.00008352914,0.024029575,0.90903455,0.0064657973,0.031328455],"study_design_scores_gemma":[0.0025461286,0.0000026928449,0.30965665,0.0057289577,0.00021779042,0.00020973664,0.002779677,0.03167167,0.13283576,0.026244849,0.48592386,0.0021822182],"about_ca_topic_score_codex":0.009872421,"about_ca_topic_score_gemma":0.0037685067,"teacher_disagreement_score":0.8827897,"about_ca_system_score_codex":0.0001513309,"about_ca_system_score_gemma":0.00038065185,"threshold_uncertainty_score":0.9998017},"labels":[],"label_agreement":null},{"id":"W4391009926","doi":"","title":"Pré-conférence du GER ORG&CO - Traductions, recompositions, articulations, structurations… (re)penser le lien entre technologies, organisations et communications avec Anne Mayère","year":2023,"lang":"en","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Ottawa","funders":"","keywords":"Link (geometry); Computer science; Telecommunications; Computer network","score_opus":0.021281674434900387,"score_gpt":0.23158191055384517,"score_spread":0.21030023611894477,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391009926","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4316542,0.00039902495,0.044911835,0.43156457,0.0004937714,0.0014516077,0.00012812424,0.0040467167,0.085350156],"genre_scores_gemma":[0.98211396,0.00030710583,0.010543167,0.0005599644,0.000069910326,0.0001585418,0.0038163895,0.000054106127,0.0023768516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9974442,0.00055539736,0.0007016014,0.00055570697,0.00035594648,0.00038715152],"domain_scores_gemma":[0.99485636,0.00052210776,0.0005181443,0.0017608331,0.0023099561,0.000032612075],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0020696605,0.00030381512,0.0002579221,0.0006834508,0.0019099026,0.00078741275,0.0009989368,0.00021058548,0.00040921633],"category_scores_gemma":[0.001195783,0.00032971916,0.00010743595,0.0032900102,0.0003823323,0.0020915985,0.0004263033,0.0004323953,0.00046592383],"study_design_candidate":"theoretical_or_conceptual","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":[0.000009043546,0.00043116984,0.011254383,0.000065062944,0.00005923287,0.0000035608145,0.0013735329,0.0002782749,0.00778658,0.9556553,0.014241225,0.008842636],"study_design_scores_gemma":[0.0027965035,0.0000024026178,0.26976135,0.0011668163,0.000285874,0.00008273394,0.011375637,0.119343504,0.023966769,0.07087636,0.49807224,0.002269805],"about_ca_topic_score_codex":0.00096604356,"about_ca_topic_score_gemma":0.001540125,"teacher_disagreement_score":0.8847789,"about_ca_system_score_codex":0.00007961656,"about_ca_system_score_gemma":0.00024140166,"threshold_uncertainty_score":0.9999155},"labels":[],"label_agreement":null},{"id":"W4391043438","doi":"10.1108/imds-03-2023-0181","title":"Configuring mobile app update strategy for growth: An empirical analysis of a landscape search model","year":2024,"lang":"en","type":"article","venue":"Industrial Management & Data Systems","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":"University of British Columbia","funders":"","keywords":"Interdependence; Computer science; Originality; Strategic planning; Set (abstract data type); Strategic management; Knowledge management; Marketing; Business; Qualitative research","score_opus":0.20890440068511074,"score_gpt":0.3506885674057639,"score_spread":0.14178416672065314,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391043438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.64489955,0.0014702341,0.2762668,0.0019889402,0.0067133764,0.011486289,0.0042321025,0.002002956,0.05093975],"genre_scores_gemma":[0.9896087,0.000021136442,0.000098843375,0.00009327672,0.0016404443,0.00019142685,0.008040647,0.000042039333,0.00026347078],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9975167,0.000030907402,0.0007996732,0.00078023516,0.00048121857,0.00039129535],"domain_scores_gemma":[0.9985409,0.000052586438,0.00021891686,0.0008803597,0.00028460484,0.000022634285],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0016291185,0.00026734188,0.0005098588,0.0014086773,0.0001486652,0.0012888027,0.00091417384,0.00020121485,0.00010267381],"category_scores_gemma":[0.000028096201,0.00024293717,0.0001058485,0.0033502826,0.000048749025,0.0031033622,0.00039245692,0.00021636178,0.000040919218],"study_design_candidate":"simulation_or_modeling","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":[0.0005268575,0.0004900932,0.006342497,0.0045695067,0.005237854,0.000050174807,0.000069989226,0.41176516,0.00027273266,0.4574765,0.08697984,0.026218778],"study_design_scores_gemma":[0.0007040174,0.000026384425,0.00038973292,0.00015278663,0.0016085632,5.0586266e-7,0.000627038,0.96199477,0.000008806818,0.00028035868,0.033928458,0.00027856586],"about_ca_topic_score_codex":0.0006783965,"about_ca_topic_score_gemma":0.00003790318,"teacher_disagreement_score":0.5502296,"about_ca_system_score_codex":0.000032253283,"about_ca_system_score_gemma":0.00005943306,"threshold_uncertainty_score":0.99974793},"labels":[],"label_agreement":null},{"id":"W4391407909","doi":"10.1016/b978-0-443-13701-3.00006-2","title":"Coopetition in Export Markets: Directions for Entrepreneurship Research","year":2024,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Coopetition; Entrepreneurship; Business; Industrial organization; Economic geography; Economics; Market economy; Finance","score_opus":0.06328892780308978,"score_gpt":0.29402199621766856,"score_spread":0.23073306841457877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391407909","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00016907974,0.0005521225,0.000005233634,0.000737022,0.001204527,0.0010486633,0.00001836274,0.0001497629,0.9961152],"genre_scores_gemma":[0.009410449,0.000083793784,0.000029012055,0.000330276,0.0025397583,0.00038504522,0.0003513228,0.000115164934,0.9867552],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981759,0.000008466731,0.00051559403,0.0005830511,0.0003547676,0.00036222275],"domain_scores_gemma":[0.9987711,0.000089691246,0.00017298467,0.00033686482,0.0006185521,0.000010819438],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0012054668,0.0003007324,0.000311412,0.0012315194,0.000208513,0.00038771098,0.00020933183,0.00034128423,0.0005043376],"category_scores_gemma":[0.00008456586,0.00030367848,0.00013103354,0.00019526076,0.000117063966,0.00035842144,0.00013450992,0.00065313495,0.0005502889],"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":[0.00006627583,0.000017311791,0.00006104471,0.00084916747,0.000032055617,0.0000228544,0.000014370218,6.516085e-7,0.00002579706,0.53230476,0.003029829,0.46357584],"study_design_scores_gemma":[0.00017807724,0.000007072044,0.00028832903,0.0009112593,0.000047885274,0.0000021533278,0.000013266495,0.000045864304,0.000009317409,0.18575113,0.8124945,0.0002511538],"about_ca_topic_score_codex":0.0000058772957,"about_ca_topic_score_gemma":0.00013596928,"teacher_disagreement_score":0.8094647,"about_ca_system_score_codex":0.00011071074,"about_ca_system_score_gemma":0.00008189942,"threshold_uncertainty_score":0.9999415},"labels":[],"label_agreement":null},{"id":"W4391476019","doi":"10.5962/p.363940","title":"International Environmental Consulting Practice: How and Where to Take Advantage of Global Opportunities, by P. A. Sam [Review]","year":2000,"lang":"en","type":"article","venue":"The Canadian Field-Naturalist","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Engineering ethics; Environmental resource management; Engineering; Environmental science","score_opus":0.018654713688539902,"score_gpt":0.238519453454534,"score_spread":0.21986473976599408,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391476019","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.08392058,0.004474406,0.000011799957,0.6128991,0.00067946815,0.0006441194,0.00037527626,0.000041420004,0.2969538],"genre_scores_gemma":[0.95181763,0.0011573787,0.00006165951,0.04374,0.00022001326,0.000007812933,0.00025390828,0.000008384325,0.0027331894],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993488,0.000012149677,0.00016491179,0.00015050119,0.00015500959,0.00016860542],"domain_scores_gemma":[0.9995958,0.000036090645,0.0001218295,0.00014600172,0.00007070833,0.00002954591],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002103531,0.00011255281,0.00011124431,0.000035147616,0.00019735603,0.00018635458,0.00021345523,0.00006351727,0.0031684607],"category_scores_gemma":[0.00013219604,0.00009351834,0.000021508808,0.0001700054,0.00006437182,0.0008040465,0.000032513195,0.00013617652,0.000050096718],"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":[0.000071583825,0.000028299046,0.0037359563,0.00023833198,0.000064914864,0.000034362183,0.000048175087,0.0000045776837,0.0002150241,0.030416196,0.8075438,0.15759875],"study_design_scores_gemma":[0.00015404732,0.0000039053525,0.0019036226,0.00011402022,0.00003077727,0.000015310472,0.00040731672,0.000067976434,0.000009749351,0.0000657969,0.9971044,0.00012309398],"about_ca_topic_score_codex":0.047714945,"about_ca_topic_score_gemma":0.041958123,"teacher_disagreement_score":0.8678971,"about_ca_system_score_codex":0.000077983546,"about_ca_system_score_gemma":0.000046710295,"threshold_uncertainty_score":0.9977428},"labels":[],"label_agreement":null},{"id":"W4391528821","doi":"10.4000/communiquer.11221","title":"L'organisation en tant que configuration (imbriquée) de transactions","year":2023,"lang":"fr","type":"article","venue":"Communiquer Revue de communication sociale et publique","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.03559195429963768,"score_gpt":0.2838240252874592,"score_spread":0.24823207098782152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4391528821","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.052531444,0.002985604,0.19747408,0.6644089,0.0012943733,0.0016279732,0.000065410626,0.0017322488,0.07787992],"genre_scores_gemma":[0.9661926,0.007598952,0.0025834765,0.008334085,0.000673322,0.0004000153,0.0026343605,0.00014071775,0.011442497],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9964332,0.0014072845,0.0009259469,0.000329213,0.00025514184,0.0006492354],"domain_scores_gemma":[0.9957032,0.0006589958,0.00076271273,0.0013979714,0.0014267332,0.000050369097],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0053635044,0.00039694764,0.00042215086,0.0006462182,0.0013320171,0.001305046,0.0012385554,0.00085456687,0.0010419855],"category_scores_gemma":[0.0007538933,0.0005357297,0.00019307135,0.002719585,0.00032887343,0.0053358804,0.00026294467,0.0016237061,0.0004951881],"study_design_candidate":"theoretical_or_conceptual","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":[0.00004076463,0.00035511283,0.0016775177,0.0007608122,0.00010898492,0.0000063591206,0.005326275,0.0010652215,0.0036383837,0.941657,0.022028353,0.023335211],"study_design_scores_gemma":[0.0009619657,0.000028508424,0.04919777,0.0009266216,0.00018117817,0.000035001005,0.0043274816,0.026517905,0.00091179664,0.08093464,0.83506566,0.0009114432],"about_ca_topic_score_codex":0.0059843906,"about_ca_topic_score_gemma":0.0046600373,"teacher_disagreement_score":0.9136611,"about_ca_system_score_codex":0.00083310576,"about_ca_system_score_gemma":0.0010677617,"threshold_uncertainty_score":0.9999681},"labels":[],"label_agreement":null},{"id":"W4392001951","doi":"10.1007/s12243-024-01012-w","title":"Game theoretical analysis of green technology innovation partnerships: equipment manufacturers and network operators","year":2024,"lang":"en","type":"article","venue":"Annals of Telecommunications","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"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":"Manufacturing engineering; Engineering; Business; Engineering management","score_opus":0.07355032334761386,"score_gpt":0.3237843377196933,"score_spread":0.2502340143720794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392001951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.93758875,0.0014544246,0.0020626525,0.04938942,0.00009661778,0.00024049792,0.0000109427165,0.00014953515,0.009007157],"genre_scores_gemma":[0.99818146,0.00019603682,0.00050893554,0.0007812486,0.00006201054,0.000020132256,0.00020970109,0.000010397047,0.00003009243],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999098,0.000016778655,0.00046771424,0.00015328843,0.00011207434,0.0001521395],"domain_scores_gemma":[0.998845,0.000071708426,0.00018850545,0.00042373713,0.00046625972,0.000004805381],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056821696,0.00010542646,0.00023504646,0.0012893727,0.000099804725,0.0000729567,0.00028317707,0.00010516044,0.00014785989],"category_scores_gemma":[0.00007381925,0.00009433357,0.000054029228,0.00694227,0.0003429039,0.000465797,0.00016997903,0.00015815807,0.0000067177016],"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":[0.000008566358,0.000042772528,0.006654659,0.00009363051,0.00038937258,2.6125812e-7,0.00003558503,0.0005187442,0.0002669037,0.9837517,0.00061905483,0.0076187286],"study_design_scores_gemma":[0.0004505467,0.00009231082,0.1268623,0.0006230282,0.0021915038,0.0000028564698,0.0011066385,0.08180452,0.0051812683,0.67010605,0.11072386,0.000855096],"about_ca_topic_score_codex":0.00008134761,"about_ca_topic_score_gemma":0.000056716373,"teacher_disagreement_score":0.31364566,"about_ca_system_score_codex":0.0000054095435,"about_ca_system_score_gemma":0.000024071362,"threshold_uncertainty_score":0.3846811},"labels":[],"label_agreement":null},{"id":"W4392022655","doi":"10.1093/oxfordhb/9780192895707.013.11","title":"Metaphors for Competition within and Between Organizations","year":2024,"lang":"en","type":"book-chapter","venue":"Oxford University Press eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of New Brunswick","funders":"","keywords":"Competition (biology); Business; Biology; Ecology","score_opus":0.026736083058551754,"score_gpt":0.19646764399646136,"score_spread":0.1697315609379096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392022655","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00035688505,0.00003236303,0.00221512,0.00014530176,0.00028980928,0.0004216552,0.000104401464,0.00019222725,0.9962422],"genre_scores_gemma":[0.01741252,0.000029220317,0.00029098074,0.00014277217,0.000874229,0.0000018152709,0.0009633187,0.00007526845,0.9802099],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992837,0.0000016784187,0.00016780388,0.00030096745,0.000112654016,0.00013319677],"domain_scores_gemma":[0.9992357,0.000023548228,0.00020789405,0.00014065015,0.00038103646,0.000011170268],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000094630435,0.00022123427,0.00022839445,0.00031752707,0.00026285226,0.00021019825,0.00014241565,0.00023738682,0.000034801804],"category_scores_gemma":[0.000009869202,0.00024497768,0.00005394337,0.000046246558,0.00009313477,0.00040667888,0.00016610953,0.0002025061,0.000003780693],"study_design_candidate":"theoretical_or_conceptual","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":[0.000017633853,0.000002740949,0.000022165998,0.00039483194,0.00010336653,0.0000047386475,0.00002031867,0.00000751454,0.000010003595,0.9979228,0.0008180801,0.0006758277],"study_design_scores_gemma":[0.0002556837,0.000007750579,0.000041519095,0.00014822841,0.0005950239,7.35074e-7,0.000040729203,0.00029088475,0.000018306004,0.03200804,0.966326,0.00026710852],"about_ca_topic_score_codex":0.00005878565,"about_ca_topic_score_gemma":0.00003336335,"teacher_disagreement_score":0.9659147,"about_ca_system_score_codex":0.00003532636,"about_ca_system_score_gemma":0.000030566058,"threshold_uncertainty_score":0.99898994},"labels":[],"label_agreement":null},{"id":"W4392120382","doi":"","title":"Towards Cooperative Interorganizational Information Systems","year":2022,"lang":"en","type":"report","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université Laval","funders":"","keywords":"Business; Computer science; Knowledge management; Data science","score_opus":0.02017235557708447,"score_gpt":0.22314352635281062,"score_spread":0.20297117077572616,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392120382","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00291129,0.00041509623,0.060520913,0.0058507137,0.0022096506,0.0007092205,0.000112015914,0.0004370179,0.9268341],"genre_scores_gemma":[0.936858,0.0005392747,0.0016451229,0.001162202,0.0007546833,0.0003235571,0.02700857,0.00014944823,0.03155915],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9969188,0.00047695765,0.00082771055,0.0004055346,0.0010937297,0.00027724914],"domain_scores_gemma":[0.9845258,0.00017240181,0.0011985883,0.00075677846,0.013324877,0.000021535814],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0052373265,0.00034908685,0.00037292182,0.00058042497,0.0007156838,0.001525048,0.0007509312,0.00025611217,0.002096238],"category_scores_gemma":[0.0026574186,0.00036715483,0.00010194681,0.0016429103,0.000114389266,0.002324943,0.00066026754,0.00056510203,0.0002577572],"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":[0.000019131676,0.00029905705,0.0016654441,0.0009815454,0.00014030763,0.0000044999206,0.0009800892,0.00048693584,0.00010884115,0.88645446,0.08895094,0.019908724],"study_design_scores_gemma":[0.0003887952,2.1407746e-7,0.0035854855,0.00069107855,0.00006411959,0.00001641546,0.0003393999,0.0074958983,0.00022812274,0.00045265164,0.9862468,0.00049101154],"about_ca_topic_score_codex":0.005419516,"about_ca_topic_score_gemma":0.00042329446,"teacher_disagreement_score":0.9339467,"about_ca_system_score_codex":0.00032534267,"about_ca_system_score_gemma":0.0008983034,"threshold_uncertainty_score":0.99987805},"labels":[],"label_agreement":null},{"id":"W4392213162","doi":"","title":"Cooperative tourism in Quebec: a challenge for territorial development","year":2017,"lang":"fr","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Tourism; Regional science; Economic geography; Geography; Political science; Environmental planning; Archaeology","score_opus":0.02627418940605345,"score_gpt":0.240517917610803,"score_spread":0.21424372820474955,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392213162","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.1564673,0.0058013033,0.29335254,0.2446993,0.0132701695,0.0062725684,0.00012488467,0.00055035687,0.27946156],"genre_scores_gemma":[0.9048517,0.00047025364,0.022960167,0.00028776992,0.0014933033,0.0008381165,0.0026380392,0.00012796649,0.066332735],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99620473,0.0007387206,0.0010091739,0.0010347668,0.00041087435,0.00060171966],"domain_scores_gemma":[0.9911266,0.0005414048,0.0012540388,0.0014351761,0.0055982666,0.00004448833],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0057809455,0.00057901005,0.00063082203,0.00039593203,0.0011412811,0.0021583799,0.0014170125,0.0006407309,0.00023642775],"category_scores_gemma":[0.002201338,0.00065133674,0.00017282077,0.00039599804,0.0002999798,0.001596708,0.0011344308,0.00072446803,0.00012320244],"study_design_candidate":"not_applicable","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":[0.000110287554,0.0013932269,0.0020723848,0.001342918,0.00013464317,0.000015046717,0.004809413,0.00013898511,0.00041836652,0.85708106,0.0052252538,0.12725845],"study_design_scores_gemma":[0.0030217974,5.670562e-7,0.019780224,0.008273845,0.00008791579,0.000001723715,0.00035501423,0.019455455,0.0044960226,0.01064818,0.93258005,0.0012992015],"about_ca_topic_score_codex":0.039744675,"about_ca_topic_score_gemma":0.1403403,"teacher_disagreement_score":0.9273548,"about_ca_system_score_codex":0.00033337562,"about_ca_system_score_gemma":0.00075726706,"threshold_uncertainty_score":0.9995938},"labels":[],"label_agreement":null},{"id":"W4392215862","doi":"10.60662/1ffd-sn52","title":"Améliorer la décision collaborative grâce à un jumeau numérique du système sociotechnique","year":2023,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Safran Electronics (Canada)","funders":"","keywords":"Computer science","score_opus":0.010845432821745623,"score_gpt":0.21903824683238196,"score_spread":0.20819281401063633,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392215862","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.185477,0.0041809906,0.18881753,0.34000635,0.0025241117,0.0018593882,0.00011670501,0.0022784618,0.27473944],"genre_scores_gemma":[0.961493,0.002142739,0.005717869,0.0006860783,0.0002976895,0.00013875785,0.0008575204,0.00011904225,0.02854731],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949406,0.002265213,0.00079041376,0.00079844333,0.00056637306,0.00063896185],"domain_scores_gemma":[0.990062,0.0013179539,0.0007405067,0.0011050564,0.006713134,0.00006132263],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009134626,0.0004807656,0.00045165978,0.0006016909,0.001070095,0.0013953929,0.00090319087,0.0006254072,0.000693067],"category_scores_gemma":[0.0027854163,0.000533299,0.00017576978,0.0056660664,0.0005054303,0.0020633682,0.0007089339,0.0006486031,0.0009459131],"study_design_candidate":"theoretical_or_conceptual","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":[0.00003647391,0.00066348386,0.0029157477,0.00065600825,0.000094992014,0.000047268437,0.0034379154,0.0001196707,0.0046694777,0.89822376,0.043150257,0.045984946],"study_design_scores_gemma":[0.0018150425,0.0000011567301,0.028083669,0.005448628,0.00011062498,0.000025668565,0.0019535313,0.051172614,0.015506667,0.05235152,0.84220505,0.0013258338],"about_ca_topic_score_codex":0.0020698637,"about_ca_topic_score_gemma":0.0008441164,"teacher_disagreement_score":0.8458722,"about_ca_system_score_codex":0.00019581731,"about_ca_system_score_gemma":0.0003208887,"threshold_uncertainty_score":0.999832},"labels":[],"label_agreement":null},{"id":"W4392225830","doi":"","title":"The technical and organisationnal redeployment of French groupage networks","year":2018,"lang":"fr","type":"preprint","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Ministère des Transports","funders":"","keywords":"Computer science; History","score_opus":0.017818745470286022,"score_gpt":0.22507528978350533,"score_spread":0.2072565443132193,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392225830","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28107613,0.013659812,0.23917212,0.07366426,0.015530364,0.0042742873,0.000018708006,0.0006782265,0.3719261],"genre_scores_gemma":[0.99216104,0.0006347709,0.0008888316,0.0005467526,0.0023762963,0.000026435802,0.00009708276,0.000034786444,0.0032340356],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9980457,0.00002692166,0.0008171755,0.00045614492,0.0003195643,0.00033452213],"domain_scores_gemma":[0.99775386,0.00009703595,0.00073420134,0.00047610744,0.00092559954,0.000013226259],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011199311,0.0003344825,0.0003252039,0.000110424604,0.0005057057,0.00056960934,0.00040223365,0.00046518457,0.0011157468],"category_scores_gemma":[0.00014580872,0.00024245837,0.00007463408,0.0006202825,0.00067402207,0.0005933252,0.000945545,0.00047858182,0.00008263551],"study_design_candidate":"theoretical_or_conceptual","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":[0.000049020793,0.00014695055,0.028767774,0.0004577311,0.0001072791,0.000003004198,0.000017728837,0.00026009546,0.0002805866,0.9248737,0.035858784,0.009177348],"study_design_scores_gemma":[0.00065479457,0.000050983184,0.6874866,0.00068422465,0.0002958131,0.000010039028,0.00014067671,0.03598062,0.00011646456,0.043921586,0.2299535,0.0007046849],"about_ca_topic_score_codex":0.001004491,"about_ca_topic_score_gemma":0.0003707092,"teacher_disagreement_score":0.8809521,"about_ca_system_score_codex":0.000036639613,"about_ca_system_score_gemma":0.000058427384,"threshold_uncertainty_score":0.99979734},"labels":[],"label_agreement":null},{"id":"W4392689428","doi":"10.3917/dm.024.0067","title":"Les eMarketplaces à l’épreuve de la réalité des échanges BtoB","year":2001,"lang":"fr","type":"article","venue":"Décisions Marketing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"École Nationale d'Administration Publique","funders":"","keywords":"Humanities; Political science; Art","score_opus":0.05874759685802686,"score_gpt":0.29521763959337133,"score_spread":0.23647004273534447,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392689428","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69522095,0.010809788,0.00190225,0.0077435263,0.0010542148,0.0002587426,0.000008515634,0.00024157808,0.28276047],"genre_scores_gemma":[0.9754771,0.0028232078,0.00269307,0.000758046,0.002135298,0.00003970889,0.000056534624,0.000092187125,0.015924845],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99704134,0.0005785619,0.0006280603,0.0005266584,0.0003613362,0.00086406723],"domain_scores_gemma":[0.99650186,0.0020365536,0.00042953034,0.00037354772,0.000616147,0.00004236908],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007999179,0.00043539458,0.00035509773,0.00051787874,0.0013466519,0.0011784654,0.00041873747,0.0006256904,0.0038311137],"category_scores_gemma":[0.0055749593,0.0004516274,0.00014992883,0.0021031243,0.00045995577,0.0022784723,0.0003387611,0.00070497405,0.0002718799],"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":[0.000648802,0.0004478129,0.39613596,0.0017615719,0.00013420662,0.00021475212,0.00040987472,0.00026630695,0.0010808352,0.033731826,0.02724577,0.53792226],"study_design_scores_gemma":[0.00059123075,0.000010556822,0.4334118,0.002234639,0.00015580881,0.00007219014,0.00220138,0.006727652,0.000027646145,0.006527612,0.5474443,0.0005951964],"about_ca_topic_score_codex":0.0022491256,"about_ca_topic_score_gemma":0.00028413263,"teacher_disagreement_score":0.5373271,"about_ca_system_score_codex":0.00014912519,"about_ca_system_score_gemma":0.00007027895,"threshold_uncertainty_score":0.99995345},"labels":[],"label_agreement":null},{"id":"W4392738702","doi":"10.59876/a-3rzh-qdan","title":"NOTE DE RECHERCHE: LE RÉSEAU D'ENTREPRISES: VERS UNE SYNTHÈSE DES CONNAISSANCES","year":2003,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Order (exchange); Panorama; Corporate governance; Sociology; Regional science; Welfare economics; Computer science; Business; Management; Artificial intelligence; Economics","score_opus":0.09357364232884317,"score_gpt":0.31551877082505947,"score_spread":0.22194512849621628,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392738702","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.03945096,0.00006904819,0.06409979,0.0060164253,0.0012245538,0.00025715353,0.0000025097384,0.00021813872,0.88866144],"genre_scores_gemma":[0.99056226,0.000053434116,0.0046935203,0.0020329522,0.0002912955,0.000041124975,0.000056288212,0.000021338088,0.0022478153],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895716,0.00002470428,0.00024407214,0.00027276867,0.00025785255,0.00024345703],"domain_scores_gemma":[0.99942243,0.000041833806,0.0001519218,0.00016452256,0.00020924736,0.000010042013],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008326763,0.00015264124,0.00010345392,0.0002702973,0.00019237341,0.0003477997,0.00031222953,0.00007897744,0.0007297987],"category_scores_gemma":[0.00022579146,0.00015969583,0.000054549735,0.00067009573,0.0001108074,0.0013077067,0.000080779,0.00014643527,0.00033493587],"study_design_candidate":"theoretical_or_conceptual","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":[0.000040755625,0.00013742254,0.010074261,0.00010224194,0.000086583364,0.000021725165,0.000040157975,0.00048047706,0.00017673979,0.9621319,0.007934389,0.018773343],"study_design_scores_gemma":[0.0010948741,0.0000056219787,0.02737132,0.00011511474,0.000053113465,0.0000035829148,0.0009956475,0.0023355018,0.00053608435,0.20398237,0.76316226,0.00034449899],"about_ca_topic_score_codex":0.00059573643,"about_ca_topic_score_gemma":0.00008514542,"teacher_disagreement_score":0.95111126,"about_ca_system_score_codex":0.00020689686,"about_ca_system_score_gemma":0.000041013576,"threshold_uncertainty_score":0.7990784},"labels":[],"label_agreement":null},{"id":"W4392738774","doi":"10.59876/a-j8k3-9154","title":"Le prix de l'excellence: un pari, une stratégie et une option sur l'avenir! / The price of excellence: a wager, a strategy and an option on the future! / La excelencia: una apuesta, una estrategia y una opcion sobre el futuro.","year":2008,"lang":"es","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Excellence; Business; Economics; Political science; Law","score_opus":0.017432545902799235,"score_gpt":0.26039805693047685,"score_spread":0.2429655110276776,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392738774","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8446803,0.0004491035,0.006681751,0.03966126,0.0009693063,0.0015405171,0.000039110833,0.00016861928,0.10581003],"genre_scores_gemma":[0.99106216,0.004893362,0.00023823437,0.0008971157,0.0013522881,0.00012239473,0.00040035858,0.00006587124,0.00096818403],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99632263,0.00022292518,0.00094645564,0.00083539303,0.0011209343,0.00055168284],"domain_scores_gemma":[0.99740535,0.00016608286,0.0010668791,0.00061782054,0.00069941167,0.000044438322],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016374392,0.00063003687,0.00038090852,0.0004907742,0.0009225537,0.001004651,0.0010194547,0.00032523464,0.00017709177],"category_scores_gemma":[0.000038741524,0.00048758445,0.00014890797,0.0015737909,0.00045307117,0.0024369666,0.0003226768,0.00072577305,0.00004620148],"study_design_candidate":"theoretical_or_conceptual","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":[0.0003904906,0.0010289061,0.0015871243,0.0006660451,0.00028959647,0.000084880754,0.0003353203,0.0065071676,0.0010023667,0.9769988,0.0016689509,0.009440343],"study_design_scores_gemma":[0.0064710397,0.00066887133,0.64016724,0.0033178611,0.0005561686,0.00012580899,0.02380226,0.075645685,0.0011443746,0.16063587,0.085036896,0.0024279435],"about_ca_topic_score_codex":0.0012315852,"about_ca_topic_score_gemma":0.00010062781,"teacher_disagreement_score":0.8163629,"about_ca_system_score_codex":0.00013719308,"about_ca_system_score_gemma":0.0002396213,"threshold_uncertainty_score":0.9997576},"labels":[],"label_agreement":null},{"id":"W4392741796","doi":"10.3917/dm.061.0081","title":"La « coopétition » ou comment optimiser ses performances commerciales en coopérant avec ses concurrents","year":2011,"lang":"fr","type":"article","venue":"Décisions Marketing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Musée de la Civilisation","funders":"","keywords":"Humanities; Political science; Philosophy","score_opus":0.053090219341921076,"score_gpt":0.2664514141693902,"score_spread":0.21336119482746915,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392741796","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7050651,0.006573712,0.003503126,0.01872816,0.009004394,0.0013079015,0.00011633565,0.00045622425,0.2552451],"genre_scores_gemma":[0.99131554,0.0015202549,0.001580399,0.0021098054,0.0010800124,0.000054424327,0.00033688004,0.00006891563,0.0019337415],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971247,0.00034949137,0.00092484435,0.0005088632,0.00043980108,0.0006523473],"domain_scores_gemma":[0.9974133,0.00070967874,0.0006708784,0.00036386686,0.0007990563,0.00004321726],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0032801982,0.00050155236,0.00046634456,0.00043554496,0.0009923081,0.0005518897,0.00046207014,0.00035113416,0.004387746],"category_scores_gemma":[0.0008317428,0.00049872865,0.00014836172,0.0011299605,0.00035492674,0.0029993053,0.00041631368,0.00059557846,0.00053454185],"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":[0.001685873,0.002655573,0.17224917,0.0050335224,0.00042956852,0.0001383019,0.0019323116,0.00047218867,0.0001721778,0.09772578,0.20150171,0.51600385],"study_design_scores_gemma":[0.0014849261,0.000044836732,0.1450059,0.0037457265,0.0002998872,0.000023643035,0.0018743685,0.016469566,0.00010244775,0.00051237526,0.8295315,0.0009048368],"about_ca_topic_score_codex":0.0006253041,"about_ca_topic_score_gemma":0.00006725023,"teacher_disagreement_score":0.62802976,"about_ca_system_score_codex":0.00007672478,"about_ca_system_score_gemma":0.00008155734,"threshold_uncertainty_score":0.99974644},"labels":[],"label_agreement":null},{"id":"W4392744348","doi":"10.59876/a-nwpw-3169","title":"Le positionnement des grands équipementiers des télécommunications dans les réseaux de données : le rôle des alliances, fusions et acquisitions","year":2006,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Geography","score_opus":0.0272794032079451,"score_gpt":0.2498613799348886,"score_spread":0.22258197672694352,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392744348","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.106632695,0.0033572684,0.36365944,0.048589375,0.001201159,0.0006930214,0.00013597048,0.00028954874,0.47544152],"genre_scores_gemma":[0.9550293,0.0020863528,0.028420435,0.00091240095,0.00060319516,0.00029955752,0.002480967,0.000060115937,0.010107695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9976146,0.00007290802,0.00072611106,0.00047917658,0.0004848018,0.00062236877],"domain_scores_gemma":[0.9982991,0.000050054903,0.00037641576,0.000436597,0.0008025846,0.000035255318],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006829583,0.00039398152,0.00022409669,0.0006047436,0.0028882714,0.0012337366,0.00089321483,0.00013633161,0.0010476524],"category_scores_gemma":[0.000035027308,0.0004750392,0.00019553128,0.0011229778,0.0010361293,0.0035888958,0.000595588,0.0002425578,0.00014260644],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000423081,0.0016670832,0.048271038,0.0005515626,0.0003715945,0.000017849423,0.00027417444,0.010148407,0.000700164,0.9124746,0.017309513,0.008171723],"study_design_scores_gemma":[0.00232548,0.00003380484,0.3904936,0.0013593562,0.00039801362,0.0000142763,0.009411324,0.009481154,0.00040285537,0.33144918,0.25382528,0.00080567226],"about_ca_topic_score_codex":0.013232282,"about_ca_topic_score_gemma":0.011133045,"teacher_disagreement_score":0.8483966,"about_ca_system_score_codex":0.0004314861,"about_ca_system_score_gemma":0.000119493685,"threshold_uncertainty_score":0.99986553},"labels":[],"label_agreement":null},{"id":"W4392744397","doi":"10.59876/a-ewz8-xmz5","title":"Les stratégies d'intégration verticale dans l'industrie pharmaceutique américaine et la recherche d'un pouvoir de marché","year":2004,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Political science","score_opus":0.15594137176767303,"score_gpt":0.3585578825859928,"score_spread":0.20261651081831977,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392744397","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.28704742,0.000020687337,0.19797598,0.0379879,0.0005239433,0.00044065114,0.00000940814,0.0003760956,0.47561792],"genre_scores_gemma":[0.9890791,0.000069109934,0.006969663,0.0026442977,0.00042431144,0.0000699251,0.0002478637,0.000025946421,0.0004697516],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99882495,0.00004512899,0.00029612146,0.00027515023,0.00032616846,0.00023246589],"domain_scores_gemma":[0.9994524,0.000067010595,0.00013382635,0.00014770636,0.00018597228,0.0000130883745],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011326656,0.00018522705,0.00010589832,0.0002978937,0.00013704032,0.00039479395,0.0003531253,0.00015302163,0.00036796034],"category_scores_gemma":[0.00015574848,0.00018525736,0.000054642598,0.0005234322,0.000065045846,0.001182287,0.00016611711,0.0003906424,0.00009202313],"study_design_candidate":"theoretical_or_conceptual","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":[0.00007138283,0.00027127855,0.0078064967,0.00007934871,0.000119080454,0.000040040668,0.00006783655,0.002952349,0.0013387164,0.9478793,0.0011530342,0.038221106],"study_design_scores_gemma":[0.0044504707,0.000034925786,0.57896554,0.00032893475,0.00019112245,0.000022392216,0.0026066685,0.009680044,0.004971643,0.22392082,0.17389394,0.00093349395],"about_ca_topic_score_codex":0.00035733831,"about_ca_topic_score_gemma":0.00006855943,"teacher_disagreement_score":0.7239585,"about_ca_system_score_codex":0.00023996359,"about_ca_system_score_gemma":0.000032700977,"threshold_uncertainty_score":0.75545764},"labels":[],"label_agreement":null},{"id":"W4392744561","doi":"10.59876/a-jhk8-2zp5","title":"Stratégies collectives. Rivaliser et coopérer avec ses concurrents","year":2007,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Sociology; Philosophy","score_opus":0.024245227842970177,"score_gpt":0.2764937730594782,"score_spread":0.252248545216508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392744561","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.034178697,0.0012183798,0.02628356,0.0309127,0.01931532,0.00082856754,0.00005967957,0.000240823,0.8869623],"genre_scores_gemma":[0.89347136,0.00036913916,0.0011361443,0.0062908255,0.0022020056,0.000036835445,0.00068464567,0.00006100497,0.09574804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99749273,0.000018861845,0.0006726681,0.00052788516,0.0007550301,0.0005328264],"domain_scores_gemma":[0.99835145,0.00006283461,0.00043339655,0.00024139977,0.0008871116,0.000023822258],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0010293087,0.00038805007,0.00024294069,0.00077225605,0.00024958773,0.0010837493,0.00055793097,0.00015928595,0.004748547],"category_scores_gemma":[0.000077545315,0.00043456972,0.00012251596,0.0011276864,0.00019510345,0.0033992534,0.00042402415,0.0002993137,0.0011203858],"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":[0.00014770761,0.00048344344,0.021208849,0.00044385527,0.0005022899,0.00010837535,0.00009303582,0.00021603235,0.000028708264,0.81165123,0.14623907,0.018877398],"study_design_scores_gemma":[0.001362149,0.00001453626,0.15439293,0.00036305716,0.00012982439,0.0000052693053,0.00066422543,0.001359404,0.000077524404,0.0070335125,0.8341446,0.000452972],"about_ca_topic_score_codex":0.00028192357,"about_ca_topic_score_gemma":0.00016925803,"teacher_disagreement_score":0.8592927,"about_ca_system_score_codex":0.00018417567,"about_ca_system_score_gemma":0.000032323438,"threshold_uncertainty_score":0.9999532},"labels":[],"label_agreement":null},{"id":"W4392744567","doi":"10.59876/a-2ykp-k22r","title":"COORDONNÉ PAR ÉLÉONORE MOUNOUD (2001): LE MANAGEMENT STRATÉGIQUE EN REPRÉSENTATIONS","year":2003,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Sociology; Humanities; Political science; Art","score_opus":0.01698030613361157,"score_gpt":0.2576300672763569,"score_spread":0.24064976114274533,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392744567","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.006401347,0.0007966511,0.062643394,0.02661075,0.009935149,0.0012370616,0.00003938593,0.000257181,0.89207906],"genre_scores_gemma":[0.8420623,0.0014935696,0.019064808,0.005229917,0.0021835545,0.000392546,0.0014577482,0.00014313712,0.12797244],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99663764,0.000062451916,0.0009368066,0.00089535525,0.00071103964,0.0007567072],"domain_scores_gemma":[0.99824125,0.00004231067,0.00051045587,0.00057441177,0.00058891345,0.000042634343],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009125482,0.00054387347,0.0003164692,0.0008363208,0.0005210668,0.0011641284,0.00076063315,0.00022424736,0.0050481586],"category_scores_gemma":[0.00007316668,0.00064500654,0.00019254361,0.0013147098,0.00017303064,0.0030336785,0.00035308412,0.00037363166,0.0019107104],"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":[0.00004389106,0.00083771587,0.0072669457,0.00060881727,0.0007334586,0.00016704485,0.000043217155,0.0017256947,0.000025992793,0.835635,0.14474972,0.008162516],"study_design_scores_gemma":[0.0021085946,0.000017320583,0.044968758,0.00038344474,0.00026288815,0.000017500637,0.0025088307,0.0030311807,0.000105398634,0.067125045,0.87868464,0.000786378],"about_ca_topic_score_codex":0.0006238575,"about_ca_topic_score_gemma":0.000109968394,"teacher_disagreement_score":0.83566093,"about_ca_system_score_codex":0.00029454517,"about_ca_system_score_gemma":0.00005968835,"threshold_uncertainty_score":0.99987274},"labels":[],"label_agreement":null},{"id":"W4392744583","doi":"10.59876/a-fg6b-g87g","title":"SAIVES, ANNE-LAURE (2002): TERRITOIRE ET COMPÉTITIVITÉ DE L'ENTREPRISE","year":2003,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.01483977791248568,"score_gpt":0.2334868812213662,"score_spread":0.21864710330888054,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392744583","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011133881,0.003510883,0.01587844,0.05924711,0.0086876275,0.0005923003,0.00005581563,0.00020649459,0.90068746],"genre_scores_gemma":[0.718171,0.0012086314,0.006923188,0.022164775,0.002388269,0.00012184291,0.0010996911,0.00012620959,0.24779639],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99781924,0.000051866115,0.0005098406,0.0005467008,0.0005308883,0.00054145715],"domain_scores_gemma":[0.9988777,0.00003667177,0.0003415286,0.0003190268,0.0003968253,0.000028240012],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000723262,0.00037165204,0.00022906628,0.00051094254,0.000244506,0.0009675399,0.00047763475,0.00016390382,0.012533157],"category_scores_gemma":[0.00010779586,0.00043412455,0.00013438008,0.0006771406,0.00011876542,0.0025316945,0.00023317912,0.00030923221,0.0017320383],"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":[0.000032125732,0.00047937548,0.025827294,0.00033710094,0.00026116343,0.00012408236,0.00003166103,0.00070003374,0.000023840263,0.6877678,0.273369,0.011046487],"study_design_scores_gemma":[0.0011030543,0.000008992873,0.043389637,0.0003996444,0.00012234732,0.000014880367,0.00037039488,0.003518232,0.00003966683,0.01436271,0.9362425,0.00042788874],"about_ca_topic_score_codex":0.0003683084,"about_ca_topic_score_gemma":0.00011485122,"teacher_disagreement_score":0.70703715,"about_ca_system_score_codex":0.00023933518,"about_ca_system_score_gemma":0.000044593136,"threshold_uncertainty_score":0.99981105},"labels":[],"label_agreement":null},{"id":"W4392744595","doi":"10.59876/a-47pw-gbsb","title":"La confiance au sein des accords de coopération: une étude de cas longitudinale","year":2003,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Alliance; Stress (linguistics); Empirical research; Sociology; Context (archaeology); Political science; Epistemology; Geography; Philosophy; Linguistics","score_opus":0.038236586962838014,"score_gpt":0.2764556052891001,"score_spread":0.2382190183262621,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392744595","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.31864652,0.000021897433,0.06457191,0.0011466949,0.00048277853,0.00017024107,0.0000021476005,0.00010723581,0.6148506],"genre_scores_gemma":[0.99318486,0.000021696695,0.0017840147,0.0015031026,0.0004503219,0.00005294061,0.000068658046,0.000019177445,0.0029152457],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99900603,0.000014139761,0.00023544363,0.00022942715,0.0002479283,0.00026705104],"domain_scores_gemma":[0.99945813,0.000020665917,0.0001474915,0.00013990446,0.0002227081,0.00001111204],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00055270136,0.00015186572,0.00009860527,0.00022471917,0.00020688053,0.0003844007,0.00026034456,0.00006157468,0.0005743519],"category_scores_gemma":[0.00006256585,0.00016250797,0.000042853346,0.00058141834,0.000084824605,0.0010451272,0.00007657351,0.00011038508,0.00018314923],"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":[0.000030049303,0.00012078239,0.17243448,0.000114653245,0.00009219394,0.000058877766,0.000049242823,0.0010192068,0.00010029937,0.81619865,0.0037552796,0.0060262573],"study_design_scores_gemma":[0.0009729131,0.000007859396,0.6818683,0.0000995333,0.000059229904,0.000024983528,0.0005359197,0.0051789167,0.00027306617,0.021768393,0.28888544,0.00032544925],"about_ca_topic_score_codex":0.00046245957,"about_ca_topic_score_gemma":0.00034887038,"teacher_disagreement_score":0.79443026,"about_ca_system_score_codex":0.00015561173,"about_ca_system_score_gemma":0.000034313718,"threshold_uncertainty_score":0.6626883},"labels":[],"label_agreement":null},{"id":"W4392744598","doi":"10.59876/a-6fsm-t47b","title":"COMPTE RENDU: BELLIER, S.; ISSAC, H.; JOSSERAND, E.; KALIKA, M.; LEROY, I. (2002) LE E. MANAGEMENT: VERS L'ENTREPRISE VIRTUELLE? L'IMPACT DES TIC SUR L'ORGANISATION ET LA GESTION DES COMPÉTENCES","year":2003,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Management; Humanities; Art; Economics","score_opus":0.026424258809355623,"score_gpt":0.24815621291143086,"score_spread":0.22173195410207525,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392744598","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18565129,0.003841261,0.110252775,0.010385117,0.006351052,0.0016671959,0.000060501778,0.00045550114,0.6813353],"genre_scores_gemma":[0.9557292,0.0033587723,0.0059135896,0.0010803787,0.00037876438,0.00007373941,0.0006512064,0.000099309174,0.032715056],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99639827,0.00017038369,0.0009282566,0.00085177197,0.0009454723,0.0007058226],"domain_scores_gemma":[0.9980587,0.00012055829,0.0006402643,0.000446636,0.00067630515,0.00005757825],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016265875,0.0006581059,0.00041105537,0.00093821215,0.00079158915,0.0017414308,0.000680572,0.00024138366,0.0057158414],"category_scores_gemma":[0.000120106,0.0007249272,0.00023909417,0.0012870455,0.0005147603,0.0046171085,0.00030313534,0.00038514542,0.0017477922],"study_design_candidate":"theoretical_or_conceptual","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":[0.00024903152,0.0013854726,0.057637747,0.0015680974,0.0014446598,0.00014566141,0.00023895442,0.012301291,0.00007814248,0.79315394,0.046859138,0.08493788],"study_design_scores_gemma":[0.0049482924,0.00005927298,0.3449666,0.0016140502,0.000669115,0.00003027976,0.0015216767,0.011534957,0.00012297521,0.06718221,0.5661121,0.0012384692],"about_ca_topic_score_codex":0.001736176,"about_ca_topic_score_gemma":0.0002675029,"teacher_disagreement_score":0.7700779,"about_ca_system_score_codex":0.00045313843,"about_ca_system_score_gemma":0.000056798763,"threshold_uncertainty_score":0.9995202},"labels":[],"label_agreement":null},{"id":"W4392744611","doi":"10.59876/a-c8wx-tst2","title":"Le concept du portefeuille d'accords: un instrument d'analyse des stratégies de coopération dans l'industrie informatique","year":2001,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Alliance; Diversity (politics); Constitution; Reading (process); Field (mathematics); Empirical research; Welfare economics; Humanities; Political science; Business; Sociology; Economics; Mathematics; Epistemology; Philosophy; Law","score_opus":0.01769790513363962,"score_gpt":0.21803760149648668,"score_spread":0.20033969636284707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392744611","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46446803,0.000013485558,0.059175003,0.0036904616,0.0004988632,0.00029626518,0.000006059516,0.00019884345,0.47165298],"genre_scores_gemma":[0.994879,0.000050104263,0.00088545884,0.0018304999,0.0005545972,0.00006127963,0.0005483696,0.000018859248,0.0011718379],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.998692,0.000007836549,0.0004845699,0.0002298552,0.00032061784,0.00026513243],"domain_scores_gemma":[0.9991763,0.000009808471,0.000320077,0.00017912351,0.0003003219,0.000014317681],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003141095,0.00019842674,0.00013844275,0.00038874632,0.0003193936,0.00056166545,0.00039055003,0.00008253732,0.0007611741],"category_scores_gemma":[0.000036491263,0.00021082773,0.000062099054,0.0007315712,0.00009653596,0.003083949,0.00018390341,0.00013247188,0.00011533973],"study_design_candidate":"theoretical_or_conceptual","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":[0.000046015237,0.00019219767,0.09014814,0.00004533838,0.00020942406,0.00004034045,0.00011738535,0.0026565504,0.00009485426,0.87821794,0.0050791097,0.02315273],"study_design_scores_gemma":[0.0031787665,0.00003434157,0.5850984,0.00014736196,0.00014957912,0.000033167093,0.010639366,0.032413565,0.00094347255,0.03480548,0.33168578,0.0008707523],"about_ca_topic_score_codex":0.0007491043,"about_ca_topic_score_gemma":0.00019196137,"teacher_disagreement_score":0.84341246,"about_ca_system_score_codex":0.000109548266,"about_ca_system_score_gemma":0.000046688998,"threshold_uncertainty_score":0.8597305},"labels":[],"label_agreement":null},{"id":"W4392744623","doi":"10.59876/a-rsjv-mm5j","title":"Absorption d'incertitude, enrichissement des stratégies et cadres intermédiaires : une modélisation ago-antagoniste","year":2006,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Contextualization; Finesse; Absorption (acoustics); Service (business); Business; Computer science; Knowledge management; Process management; Management science; Sociology; Marketing; Engineering; Physics","score_opus":0.02101978870967932,"score_gpt":0.248927607341793,"score_spread":0.22790781863211368,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392744623","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.47678936,0.00007086982,0.026119813,0.007002936,0.0018441076,0.00050555856,0.000012065167,0.00039554175,0.48725975],"genre_scores_gemma":[0.9940765,0.00003749505,0.00080952,0.00121244,0.0009229543,0.00008444916,0.00084002875,0.000025500867,0.001991124],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984854,0.000009155617,0.0004537685,0.00033995105,0.00047586946,0.00023589616],"domain_scores_gemma":[0.9992432,0.000014120153,0.0002853795,0.00017942836,0.00027120812,0.0000066560174],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00028777466,0.00022869684,0.00013086341,0.00048712312,0.00022821153,0.000765427,0.0003394728,0.000049560305,0.00030934913],"category_scores_gemma":[0.0000146470975,0.00022239788,0.000071441216,0.00048336794,0.00009219387,0.002288171,0.00018608164,0.000105964216,0.00020699842],"study_design_candidate":"theoretical_or_conceptual","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":[0.00007902753,0.00026278998,0.01500906,0.00015666234,0.000108907756,0.000016037417,0.000038428672,0.0060907253,0.0011034847,0.9466098,0.0125812115,0.017943861],"study_design_scores_gemma":[0.00084903307,0.000013988988,0.8115587,0.00012986777,0.00006846557,0.0000024939316,0.0003627278,0.011001542,0.00024415122,0.09392846,0.08143256,0.00040798692],"about_ca_topic_score_codex":0.002376715,"about_ca_topic_score_gemma":0.0011768929,"teacher_disagreement_score":0.85268134,"about_ca_system_score_codex":0.00011776008,"about_ca_system_score_gemma":0.000010074904,"threshold_uncertainty_score":0.9069122},"labels":[],"label_agreement":null},{"id":"W4392744651","doi":"10.59876/a-60yf-1c3q","title":"NOTE DE LECTURE: OUVRAGE COLLECTIF SOUS LA DIRECTION DE THOMAS FROEHLICHER, ANTONY KUHN ET GÉRALDINE SCHMIDT (2001) COMPÉTENCES RELATIONNELLES ET MÉTAMORPHOSES DES ORGANISATIONS","year":2004,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Sociology","score_opus":0.01994112724389891,"score_gpt":0.2655949547121771,"score_spread":0.24565382746827819,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392744651","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.07457799,0.002115933,0.6182035,0.102966994,0.0040037152,0.0009607219,0.000043795128,0.00054157083,0.19658574],"genre_scores_gemma":[0.9400422,0.0026330785,0.036330845,0.0047475304,0.00084274873,0.00010660305,0.0006019352,0.00008153491,0.014613509],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99766207,0.000106585394,0.0006049491,0.0005320245,0.00054150185,0.00055286224],"domain_scores_gemma":[0.9984986,0.00014247473,0.00047075734,0.00023008918,0.0006200089,0.00003804015],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013254302,0.00041347818,0.0002558046,0.00072861236,0.00072564295,0.0013990051,0.0004461658,0.00024842235,0.001662519],"category_scores_gemma":[0.0003643329,0.00045863268,0.0001287933,0.0015963335,0.00027200222,0.002704715,0.0002424215,0.00043622046,0.00026202947],"study_design_candidate":"theoretical_or_conceptual","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":[0.00024636404,0.001246981,0.035573754,0.0005608394,0.00064922555,0.00013993723,0.0011979159,0.11233987,0.0014538879,0.79018825,0.046941303,0.009461682],"study_design_scores_gemma":[0.004383678,0.000058274323,0.29848617,0.0010826583,0.00043916577,0.000076578675,0.0012139056,0.022782853,0.00067133387,0.21865274,0.4511696,0.0009830081],"about_ca_topic_score_codex":0.0027689596,"about_ca_topic_score_gemma":0.001371869,"teacher_disagreement_score":0.8654642,"about_ca_system_score_codex":0.000810457,"about_ca_system_score_gemma":0.00022397228,"threshold_uncertainty_score":0.99978656},"labels":[],"label_agreement":null},{"id":"W4392754871","doi":"10.3917/dm.046.0109","title":"Le marketing relationnel et communautaire de Harley Davidson","year":2007,"lang":"fr","type":"article","venue":"Décisions Marketing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Psychology; Art","score_opus":0.020063928672261793,"score_gpt":0.2581906984728579,"score_spread":0.23812676980059613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392754871","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.33204237,0.00571274,0.038923856,0.047176432,0.0034580096,0.00064028404,0.000012604178,0.00049748126,0.57153624],"genre_scores_gemma":[0.9775499,0.00019697334,0.008255371,0.003349779,0.0013983254,0.000012813566,0.00018958173,0.00011486376,0.008932364],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99618775,0.00046399914,0.0011770789,0.0005788539,0.0004956182,0.001096699],"domain_scores_gemma":[0.9951568,0.0025622821,0.0008099168,0.0005794927,0.00083749637,0.000053986103],"candidate_categories":["metaresearch","metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.027601121,0.0004469942,0.0003817707,0.0006452488,0.001800266,0.0009396764,0.0005012591,0.00048824173,0.0010041489],"category_scores_gemma":[0.009085654,0.0005358284,0.00018069874,0.002285624,0.00019179475,0.0037856468,0.00051559234,0.0010680456,0.0004264162],"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":[0.0014784992,0.0007574577,0.2907142,0.0019853965,0.00011589996,0.00016330942,0.00032914977,0.0013153105,0.0016038351,0.30647153,0.0666482,0.3284172],"study_design_scores_gemma":[0.00091221475,0.000008210047,0.6109522,0.0027877116,0.00009221777,0.00002811021,0.0017147255,0.015446011,0.000026860907,0.0025810923,0.36480996,0.0006406785],"about_ca_topic_score_codex":0.0011955415,"about_ca_topic_score_gemma":0.00050604687,"teacher_disagreement_score":0.6455076,"about_ca_system_score_codex":0.00016823586,"about_ca_system_score_gemma":0.00026517772,"threshold_uncertainty_score":0.99990904},"labels":[],"label_agreement":null},{"id":"W4392778066","doi":"10.59876/a-4dgj-d0cs","title":"Les réseaux d'entreprises: une perspective managériale internationale / Business Networks: An International Managerial Perspective / Las redes de empresas: una perspectiva de gestión internacional","year":2008,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Perspective (graphical); Sociology; Computer science","score_opus":0.027735465381433632,"score_gpt":0.2776187457737464,"score_spread":0.24988328039231278,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392778066","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19956629,0.0021794264,0.12338597,0.090711616,0.023611896,0.0020260494,0.00024853877,0.0010149541,0.55725527],"genre_scores_gemma":[0.94526875,0.002966099,0.0047916956,0.0023014185,0.014242228,0.0002480688,0.0010240033,0.00021710075,0.028940659],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9939878,0.00015144845,0.0012038093,0.0018418545,0.0016051115,0.0012099772],"domain_scores_gemma":[0.9934621,0.00014315346,0.0010197875,0.00075733266,0.0044799764,0.00013765818],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00095857796,0.001042017,0.0006354313,0.0018577821,0.0009426221,0.0016493845,0.0025832877,0.00049908244,0.005482359],"category_scores_gemma":[0.00057135726,0.0012459758,0.0004184542,0.0019280108,0.00084479916,0.0069571426,0.0013159353,0.0009333809,0.00044314188],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0012053831,0.0020454603,0.048894063,0.0002134032,0.002215015,0.001092895,0.0014624712,0.03879082,0.000061751554,0.87820244,0.022278626,0.0035377045],"study_design_scores_gemma":[0.0067280387,0.00011942632,0.46546093,0.0016525842,0.0006389925,0.0004435811,0.028771244,0.14501353,0.000054939974,0.08042627,0.26826912,0.002421359],"about_ca_topic_score_codex":0.021564076,"about_ca_topic_score_gemma":0.0011952299,"teacher_disagreement_score":0.79777616,"about_ca_system_score_codex":0.0049156635,"about_ca_system_score_gemma":0.00026594737,"threshold_uncertainty_score":0.999387},"labels":[],"label_agreement":null},{"id":"W4392779516","doi":"10.59876/a-d7rq-km07","title":"NOTE DE LECTURE: LES RAPPROCHEMENTS D'ENTREPRISES, UNE NOUVELLE LOGIQUE STRATÉGIQUE?: LES RAPPROCHEMENTS D'ENTREPRISES, UNE NOUVELLE LOGIQUE STRATÉGIQUE?","year":2002,"lang":"fr","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy; Sociology; Political science","score_opus":0.020974204474010164,"score_gpt":0.23434086776754004,"score_spread":0.21336666329352988,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4392779516","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.063545875,0.00435325,0.5153005,0.07086531,0.0067178956,0.004259177,0.00020014962,0.0010982814,0.33365953],"genre_scores_gemma":[0.91692096,0.004997725,0.015860261,0.004725386,0.0026731838,0.00043813325,0.0018398508,0.00023499857,0.052309513],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99323726,0.00015117846,0.001809075,0.0018331892,0.0014513811,0.0015179212],"domain_scores_gemma":[0.9963204,0.00012660147,0.001371776,0.0009379123,0.0011220129,0.000121260586],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0012324451,0.0013136367,0.0007594227,0.001022306,0.0008911223,0.0014626178,0.0017613275,0.0009347778,0.0122618545],"category_scores_gemma":[0.00021211516,0.001463757,0.00042894005,0.0022182297,0.0004425751,0.002281912,0.001004155,0.0012738007,0.0009754132],"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":[0.0008365508,0.008167842,0.05463129,0.0046270364,0.003604711,0.00080362766,0.0012734914,0.010118552,0.0022372229,0.29415855,0.24569932,0.37384182],"study_design_scores_gemma":[0.0075716996,0.0001741516,0.022113333,0.0015948928,0.0009025251,0.000041469953,0.004325103,0.045242175,0.0042186254,0.025141053,0.88556784,0.0031071214],"about_ca_topic_score_codex":0.0037454052,"about_ca_topic_score_gemma":0.00085215806,"teacher_disagreement_score":0.8533751,"about_ca_system_score_codex":0.0008945708,"about_ca_system_score_gemma":0.00013745148,"threshold_uncertainty_score":0.9999615},"labels":[],"label_agreement":null},{"id":"W4393325665","doi":"10.2139/ssrn.4742428","title":"Create value for customers by focusing on core competencies","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Canada West","funders":"","keywords":"Core (optical fiber); Core competency; Value (mathematics); Business; Marketing; Knowledge management; Computer science; Telecommunications","score_opus":0.019121801290779984,"score_gpt":0.2461437429423509,"score_spread":0.2270219416515709,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4393325665","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81914115,0.010747709,0.070311345,0.020479271,0.005933661,0.001142595,0.000021917664,0.00090186123,0.071320474],"genre_scores_gemma":[0.99562156,0.00026500123,0.00006330944,0.00084360386,0.0018648714,0.000010065325,0.000042792457,0.000041508833,0.001247312],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99818784,0.0000050232893,0.0002446529,0.00020460514,0.00020144525,0.001156445],"domain_scores_gemma":[0.99958223,0.000039679355,0.00012025618,0.00008326417,0.00016646856,0.000008082722],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00092489476,0.0001729017,0.00014624427,0.00028742122,0.00039787538,0.0005313938,0.0001634326,0.00007167449,0.000029702724],"category_scores_gemma":[0.00004372375,0.00014306138,0.000099453966,0.00054631336,0.000040190196,0.0010314273,0.000019987026,0.000776432,0.00009547985],"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":[0.000065207845,0.000021658137,0.000110303,0.000072330855,0.00007920378,0.0000023508094,0.000011136452,0.00016042103,0.0024256264,0.97159433,0.0038590727,0.021598341],"study_design_scores_gemma":[0.00088741176,0.00014251676,0.00022078858,0.00027960687,0.00016296105,0.00007920393,0.0009019735,0.010075159,0.00030717338,0.55577296,0.4306798,0.00049043377],"about_ca_topic_score_codex":0.00009307111,"about_ca_topic_score_gemma":0.000049429844,"teacher_disagreement_score":0.42682073,"about_ca_system_score_codex":0.0002892134,"about_ca_system_score_gemma":0.00035103902,"threshold_uncertainty_score":0.5833874},"labels":[],"label_agreement":null},{"id":"W4394854511","doi":"10.1049/pbse024e_ch2","title":"Consensus mechanisms","year":2024,"lang":"en","type":"book-chapter","venue":"Institution of Engineering and Technology eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Alberta","funders":"","keywords":"Computer science","score_opus":0.012304837414821945,"score_gpt":0.18485843002496918,"score_spread":0.17255359261014724,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394854511","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015985118,0.00055098283,0.0019728711,0.00062213675,0.0011684821,0.00020736128,0.000008792052,0.0009299003,0.99294096],"genre_scores_gemma":[0.92824334,0.000018721337,0.0006834727,0.0000806459,0.0003422606,0.000016194857,0.000028992525,0.00006217974,0.07052421],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992983,1.9514613e-7,0.00027028102,0.0002231071,0.0000890441,0.00011912673],"domain_scores_gemma":[0.99952996,0.0000061864357,0.00013446457,0.00015969852,0.00016532879,0.0000043819123],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007567677,0.00022027951,0.00024076286,0.0010533276,0.00005471804,0.00003899132,0.00009191184,0.00051954173,0.00002022934],"category_scores_gemma":[0.000022270822,0.00022124001,0.00003669782,0.000088942485,0.00019423095,0.00006001249,0.000094521754,0.0003398168,0.000054972672],"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":[0.0000034534203,0.000002265168,0.0000014947516,0.00041567348,0.00004453932,0.00002220894,0.0000010925887,0.00006028666,0.0016819604,0.99446625,0.0000964799,0.003204295],"study_design_scores_gemma":[0.00019159816,0.000015253787,0.000005334634,0.0008237281,0.00012605515,0.000037626844,0.0000063332895,0.0020777064,0.00095242006,0.5519125,0.44350994,0.00034153755],"about_ca_topic_score_codex":0.000010881665,"about_ca_topic_score_gemma":0.000003497355,"teacher_disagreement_score":0.9266448,"about_ca_system_score_codex":0.000015642927,"about_ca_system_score_gemma":0.00002644679,"threshold_uncertainty_score":0.9021906},"labels":[],"label_agreement":null},{"id":"W4394972346","doi":"10.33042/2522-1809-2024-2-183-8-14","title":"ROLE OF CLUSTER FORMATIONS IN THE DEVELOPMENT OF THE SPATIAL ECONOMY","year":2024,"lang":"en","type":"article","venue":"Municipal economy of cities","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Dalhousie University; European Commission","keywords":"Cluster (spacecraft); Economic geography; Geography; Computer science","score_opus":0.021456490177051882,"score_gpt":0.21778042341141665,"score_spread":0.19632393323436476,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394972346","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75479907,0.00009183146,0.00013852507,0.0010059853,0.000100178884,0.0001640308,0.0000021100977,0.0000076291176,0.24369064],"genre_scores_gemma":[0.9995005,9.091108e-7,0.00005921992,0.00026949507,0.000083973544,0.000024313365,0.000011836767,0.0000046637742,0.0000450519],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9993555,0.000007552879,0.00044793717,0.000060364837,0.000045978966,0.00008264208],"domain_scores_gemma":[0.99957395,0.000041536692,0.00017760626,0.0001392512,0.0000664259,0.000001249754],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033099035,0.000067919864,0.000120398356,0.00015808991,0.000058932023,0.000056574725,0.0002428884,0.000032136464,0.000098190474],"category_scores_gemma":[0.000009502514,0.00004501818,0.000043945416,0.00022026732,0.00009444911,0.00078422704,0.000080500846,0.00006856116,0.000006936752],"study_design_candidate":"theoretical_or_conceptual","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":[0.00002296545,0.00005734751,0.0063180863,0.001067031,0.00005400606,7.923362e-8,0.008996206,0.0012043215,0.00007088542,0.9719176,0.00032478652,0.009966679],"study_design_scores_gemma":[0.0009523486,0.000020421348,0.12733106,0.0007627283,0.00008580126,0.0000017020856,0.042854566,0.09396012,0.0043561533,0.21290149,0.51634437,0.00042924617],"about_ca_topic_score_codex":0.00040843213,"about_ca_topic_score_gemma":0.0011089514,"teacher_disagreement_score":0.7590161,"about_ca_system_score_codex":0.000011671898,"about_ca_system_score_gemma":0.000057300895,"threshold_uncertainty_score":0.1835788},"labels":[],"label_agreement":null},{"id":"W4394973275","doi":"10.48550/arxiv.2404.11883","title":"Testing the simplicity of strategy-proof mechanisms","year":2024,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"York University; National Science Foundation","keywords":"Simplicity; Burden of proof; Proof of concept; Computer science; Mathematical economics; Calculus (dental); Mathematics; Epistemology; Political science; Philosophy; Law; Medicine","score_opus":0.11871294478662779,"score_gpt":0.1919392824838122,"score_spread":0.07322633769718441,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4394973275","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9103177,0.00006602252,0.021615503,0.000443849,0.0009845447,0.0005661375,0.000019289495,0.00029634373,0.06569057],"genre_scores_gemma":[0.998928,0.0000040411373,0.00006072822,0.00020534785,0.00039179224,0.0000015245073,0.000039797767,0.000031461026,0.00033731342],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99878526,0.000015595047,0.0002830512,0.0005678864,0.00010161981,0.00024661538],"domain_scores_gemma":[0.99841213,0.0000591832,0.0004667393,0.0005289129,0.0005242089,0.000008847301],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003874118,0.00028854486,0.00027254625,0.00028168334,0.00018711376,0.00022547765,0.00066166767,0.00025341002,0.00010438494],"category_scores_gemma":[0.00008066427,0.00024514063,0.00013100235,0.0016424193,0.00012227202,0.00040097872,0.0013391954,0.0006642186,0.000105503066],"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":[0.000024107703,0.000047172965,0.0006792096,0.0008409513,0.00007195043,0.000035824396,0.000009004959,0.08368759,0.0010388914,0.91216993,0.00037776923,0.0010175693],"study_design_scores_gemma":[0.0001607269,0.000009965777,0.0045725093,0.00024074137,0.0002506525,0.0000010887582,0.00018591074,0.20123193,0.00029225936,0.7924433,0.0002971571,0.00031377608],"about_ca_topic_score_codex":0.0011180958,"about_ca_topic_score_gemma":0.00006841874,"teacher_disagreement_score":0.119726665,"about_ca_system_score_codex":0.000046726378,"about_ca_system_score_gemma":0.000109027824,"threshold_uncertainty_score":0.99965453},"labels":[],"label_agreement":null},{"id":"W4395104960","doi":"10.46254/eu04.20210417","title":"Inter-firm Collaboration in the Forest Products Industry: A Literature Review","year":2021,"lang":"en","type":"review","venue":"","topic":"Business Strategy and Innovation","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 Laval","funders":"","keywords":"Forest industry; Business; Computer science; Knowledge management; Industrial organization; Forestry; Geography","score_opus":0.049392299716156274,"score_gpt":0.3153798242940093,"score_spread":0.265987524577853,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4395104960","genre_codex":"review","genre_gemma":"review","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"review","genre_consensus":"review","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000014012177,0.9804659,0.000010484614,0.0057645077,0.0004946448,0.0015549795,0.000004855569,0.000047566227,0.011655653],"genre_scores_gemma":[0.000018892551,0.98880404,0.0000382591,0.0056603053,0.0017373593,0.0003168756,0.0026129908,0.00003298677,0.0007782611],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982573,0.000072168594,0.0007484846,0.00045431443,0.00024589224,0.000221836],"domain_scores_gemma":[0.99808073,0.00003269643,0.0005574971,0.0005304805,0.00079486694,0.0000037007642],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0009112875,0.0003943479,0.0009627808,0.00034124358,0.000093045135,0.0010967009,0.0004381075,0.000539005,0.00016990068],"category_scores_gemma":[0.00045415352,0.00023162003,0.00011764533,0.010227212,0.000026664533,0.0014718795,0.00011173074,0.0011085224,0.00010113273],"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":[0.0000015399575,0.0000960676,0.000034899742,0.20068496,0.00003143614,0.000060429495,0.000019777264,3.970772e-7,4.2090267e-8,0.06649633,0.159106,0.57346815],"study_design_scores_gemma":[0.00005520224,0.0000023419386,0.000014020724,0.14656253,0.00020430371,0.000016559312,0.000058278907,0.0000039224587,2.0377064e-8,0.00008609071,0.85276914,0.00022761291],"about_ca_topic_score_codex":0.000045975095,"about_ca_topic_score_gemma":0.00032568708,"teacher_disagreement_score":0.6936631,"about_ca_system_score_codex":0.000043717355,"about_ca_system_score_gemma":0.0002681433,"threshold_uncertainty_score":0.9999403},"labels":[],"label_agreement":null},{"id":"W4398151133","doi":"10.1007/978-3-031-47312-8_3","title":"Distributed Performance as Systems of Mutual Care","year":2024,"lang":"en","type":"book-chapter","venue":"Palgrave studies in performance and technology.","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Computer science","score_opus":0.023576742108208364,"score_gpt":0.24587491091017724,"score_spread":0.22229816880196887,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398151133","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46189794,0.0393661,0.000002847593,0.0003566136,0.0019166011,0.00072174106,0.000047167036,0.00037872524,0.49531227],"genre_scores_gemma":[0.9868459,0.0069870497,0.000007968668,0.000028959548,0.00031356397,0.000060269267,0.00014553794,0.0000409975,0.005569744],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985233,0.0000010340301,0.0005739904,0.00041406995,0.00020540145,0.0002821887],"domain_scores_gemma":[0.9987637,0.000014757106,0.00034372203,0.00028576696,0.0005873422,0.0000047185586],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00014951645,0.00040181814,0.00062380685,0.0011259972,0.00016397642,0.000050495313,0.00022490474,0.0004940535,0.00001663548],"category_scores_gemma":[0.000030301806,0.000346742,0.00004381407,0.00060474774,0.0006917844,0.00020833414,0.00039493034,0.00056806044,0.00014228067],"study_design_candidate":"theoretical_or_conceptual","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":[0.00004210307,0.0000073663423,0.013451932,0.010382705,0.00021002028,0.000033553977,0.00011654653,0.000029285688,0.000014490226,0.96529955,0.00045136042,0.0099610975],"study_design_scores_gemma":[0.0042744135,0.001020883,0.011934551,0.045117293,0.0019482098,0.000261603,0.0249908,0.01341088,0.0007152564,0.23129249,0.6591384,0.005895241],"about_ca_topic_score_codex":0.00002363895,"about_ca_topic_score_gemma":0.000019817291,"teacher_disagreement_score":0.73400706,"about_ca_system_score_codex":0.00006459869,"about_ca_system_score_gemma":0.000029124792,"threshold_uncertainty_score":0.99989843},"labels":[],"label_agreement":null},{"id":"W4398197834","doi":"10.1007/s12008-024-01878-z","title":"Proposal of a global collaboration index: a tool to monitor collaboration between SMEs using card-based collaborative platforms","year":2024,"lang":"en","type":"article","venue":"International Journal on Interactive Design and Manufacturing (IJIDeM)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"École de Technologie Supérieure","funders":"","keywords":"Index (typography); Business; Computer science; World Wide Web","score_opus":0.02229889207760387,"score_gpt":0.3035708570712357,"score_spread":0.28127196499363183,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398197834","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8990111,0.00004295968,0.094644636,0.0028206871,0.002425093,0.00058972195,0.0000697079,0.000071618095,0.00032453125],"genre_scores_gemma":[0.99473417,0.000006850234,0.0028371466,0.00062272465,0.0016742382,0.000027045999,0.000043211265,0.000028486364,0.000026114736],"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","domain_scores_codex":[0.9981063,0.000037256046,0.0006377312,0.0003440295,0.0006556212,0.00021904957],"domain_scores_gemma":[0.99757767,0.00015878111,0.0004861089,0.00009794538,0.001646148,0.000033341053],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0005107342,0.00029297537,0.00029935193,0.00066920137,0.00020175523,0.001555932,0.00024065652,0.00012883017,0.000048039044],"category_scores_gemma":[0.00020333477,0.00024951066,0.00007097738,0.0007704174,0.000055457946,0.0032817498,0.000068454996,0.00031397774,0.00002512862],"study_design_candidate":"simulation_or_modeling","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":[0.026857475,0.0013647671,0.036190018,0.0013095468,0.0058930162,0.0011130522,0.0035572771,0.4362117,0.0942404,0.1964174,0.018569192,0.17827615],"study_design_scores_gemma":[0.008782365,0.0016078461,0.16149846,0.007887109,0.00085725903,0.00021290984,0.00724937,0.2241137,0.45853236,0.083607696,0.042162232,0.0034886643],"about_ca_topic_score_codex":0.000092143266,"about_ca_topic_score_gemma":0.000021559554,"teacher_disagreement_score":0.36429197,"about_ca_system_score_codex":0.00054094905,"about_ca_system_score_gemma":0.00037733855,"threshold_uncertainty_score":0.9999957},"labels":[],"label_agreement":null},{"id":"W4398769248","doi":"10.1590/1807-7692bar2024230097","title":"The Role of Coopetition in Fostering Innovation and Growth in New Technology-based Firms: A Game Theory Approach","year":2024,"lang":"en","type":"article","venue":"BAR - Brazilian Administration Review","topic":"Business Strategy and Innovation","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":"Dalhousie University","funders":"","keywords":"Coopetition; Business; Industrial organization; Game theory; Knowledge management; Economics; Microeconomics; Computer science","score_opus":0.019908374815338133,"score_gpt":0.257494965038116,"score_spread":0.23758659022277784,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4398769248","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.65122634,0.18959244,0.013246501,0.055686183,0.0007628471,0.0067937407,0.000017127177,0.00078433065,0.08189048],"genre_scores_gemma":[0.99797034,0.00090723444,0.00023644645,0.0006072834,0.00007860479,0.00006020059,0.00008512373,0.000013086536,0.000041680407],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99895775,0.000019197838,0.0005574818,0.0002213614,0.00011736518,0.00012685252],"domain_scores_gemma":[0.9995231,0.000032940257,0.00017546493,0.00013374207,0.00013027711,0.0000044484173],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008808032,0.0001272622,0.0001814293,0.00043366858,0.000049035007,0.00015618624,0.00011206488,0.00008564373,0.000035739904],"category_scores_gemma":[0.0002396504,0.000101974045,0.000022569662,0.0029707446,0.00007174177,0.0005555661,0.00003590694,0.00015776788,0.000014337135],"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":[0.000026850012,0.00003567735,0.0020805614,0.0029573876,0.0000043235473,0.0000021879491,0.000011643468,0.0000042985675,0.00032015974,0.84992474,0.00011157635,0.14452058],"study_design_scores_gemma":[0.0021087853,0.0001672906,0.06944135,0.03198229,0.00017533016,0.000036398775,0.0010011432,0.023737777,0.0028334602,0.64982134,0.21748029,0.0012145715],"about_ca_topic_score_codex":0.00002580708,"about_ca_topic_score_gemma":0.000049669175,"teacher_disagreement_score":0.346744,"about_ca_system_score_codex":0.000020547075,"about_ca_system_score_gemma":0.00015164935,"threshold_uncertainty_score":0.4158381},"labels":[],"label_agreement":null},{"id":"W4399159689","doi":"10.1177/01492063241252762","title":"Leveraging the Dominant Pole: How Champions of an Industry-Wide Environmental Alliance Navigate Coopetition Paradoxes","year":2024,"lang":"en","type":"article","venue":"Journal of Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Mount Royal University; University of Victoria","funders":"","keywords":"Coopetition; Alliance; Competition (biology); Mindset; Competitor analysis; Interdependence; Industrial organization; Business; Ambidexterity; CONTEST; Extant taxon; Marketing; Economics; Market economy; Sociology; Political science; Knowledge management; Computer science; Incentive","score_opus":0.01886457052923368,"score_gpt":0.22983614026840335,"score_spread":0.21097156973916967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399159689","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.967434,0.0006028786,0.0035134456,0.024400504,0.0011712328,0.00027034985,0.0000037961609,0.000025892281,0.0025778874],"genre_scores_gemma":[0.99788994,0.00020328905,0.00018113673,0.0006739497,0.00063287944,0.000005983175,0.000014468879,0.000016414077,0.00038196277],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99895924,0.000016498261,0.0003708004,0.00013823269,0.0003517106,0.00016349474],"domain_scores_gemma":[0.9993463,0.000021223972,0.00040339527,0.00015781917,0.00006108742,0.000010172992],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068409217,0.00013548283,0.0001555913,0.00017869058,0.00014095224,0.00038952386,0.00026118258,0.00006165779,0.00012423097],"category_scores_gemma":[0.00001111652,0.00009330089,0.00007344788,0.00043667047,0.00007275622,0.0017102091,0.00008670805,0.0003334422,0.000019511266],"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":[0.00083352445,0.0020077762,0.02032992,0.0046591493,0.002112411,0.0019731459,0.0012819776,0.019004066,0.022808623,0.46598893,0.07426539,0.38473508],"study_design_scores_gemma":[0.0019413711,0.00014361776,0.17282219,0.0029451353,0.000693106,0.0001064668,0.0070937052,0.017514937,0.0025740815,0.014461493,0.7789923,0.00071163505],"about_ca_topic_score_codex":0.00001656349,"about_ca_topic_score_gemma":0.0000021789078,"teacher_disagreement_score":0.7047269,"about_ca_system_score_codex":0.00004252856,"about_ca_system_score_gemma":0.000012062298,"threshold_uncertainty_score":0.38047},"labels":[],"label_agreement":null},{"id":"W4399172057","doi":"10.2139/ssrn.4847761","title":"The Extended Evolutionary Synthesis (EES) The Modern Evolutionary Synthesis (MS) \"One Long Argument\"? \"Unfinished Business\"?","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Argument (complex analysis); Modern evolutionary synthesis; Computer science; Philosophy; Epistemology; Biology","score_opus":0.01116836968011871,"score_gpt":0.2110967813790004,"score_spread":0.19992841169888168,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399172057","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.252859,0.17459126,0.1280488,0.3235282,0.014086185,0.0036260234,0.00005419607,0.0028921461,0.100314185],"genre_scores_gemma":[0.98985493,0.0041055935,0.000049505325,0.00041441302,0.0035655259,0.0001373341,0.000020187446,0.00008252568,0.0017699839],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99584293,0.00008830049,0.00069275626,0.0004707898,0.0008126126,0.0020926166],"domain_scores_gemma":[0.99801785,0.00049720274,0.00035573496,0.00045773055,0.0006501433,0.000021317644],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0029064717,0.00040237323,0.0002906012,0.00037359964,0.0023548198,0.0013139185,0.0008740847,0.00017563016,0.00029737147],"category_scores_gemma":[0.0006342751,0.00025451553,0.00023186271,0.0019749214,0.0002576759,0.0025143612,0.00017829525,0.0017482305,0.0003933539],"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":[0.00024407636,0.00020881071,0.0008426241,0.00014701122,0.00071954646,0.000024512521,0.000026320253,0.00067747966,0.0004457331,0.8680555,0.0066107884,0.121997595],"study_design_scores_gemma":[0.00036367343,0.000024595682,0.07158061,0.00048278464,0.00065111415,0.00048447374,0.0006499066,0.03519162,0.00005575135,0.8469435,0.04284601,0.0007259427],"about_ca_topic_score_codex":0.0002675904,"about_ca_topic_score_gemma":0.00028392253,"teacher_disagreement_score":0.73699594,"about_ca_system_score_codex":0.0007276194,"about_ca_system_score_gemma":0.0014183789,"threshold_uncertainty_score":0.9999907},"labels":[],"label_agreement":null},{"id":"W4399348334","doi":"10.59876/a-frps-jbzc","title":"Mise en œuvre de l’innovation ouverte internationale au sein des PME : le rôle du processus d’internationalisation","year":2024,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Internationalization; Distrust; Competitor analysis; Business; Face (sociological concept); Process (computing); Knowledge management; Business administration; Marketing; Political science; Sociology; International trade; Computer science","score_opus":0.027855741418795012,"score_gpt":0.250346254570263,"score_spread":0.22249051315146798,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399348334","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.51263535,0.000052997544,0.082744405,0.01855348,0.0038975452,0.0005292995,0.000023660212,0.00069265574,0.3808706],"genre_scores_gemma":[0.984728,0.000031923046,0.0011912073,0.0012699249,0.0025530513,0.0001465821,0.0009097052,0.000047616424,0.009122041],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9981167,0.000012652571,0.000517492,0.00045690106,0.0006080823,0.00028821494],"domain_scores_gemma":[0.9989002,0.000051325136,0.0001992545,0.0001570824,0.00068017375,0.000011972636],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00073671766,0.00024895338,0.00012955033,0.0012583692,0.00025248143,0.0009857381,0.0005720504,0.00009079154,0.00075571],"category_scores_gemma":[0.0001457604,0.00026242508,0.00008010043,0.0012294309,0.00007864188,0.0034003996,0.00023683219,0.00014084371,0.00048471574],"study_design_candidate":"theoretical_or_conceptual","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":[0.00005484111,0.00018721553,0.0165901,0.00040698267,0.0002490699,0.000040567633,0.00022334955,0.0010391611,0.00066830695,0.9290195,0.015445007,0.03607587],"study_design_scores_gemma":[0.0010986631,0.000015001878,0.12040193,0.00062619394,0.00010131981,0.00002788262,0.0014086743,0.21255048,0.00038998685,0.09836397,0.5643819,0.0006340301],"about_ca_topic_score_codex":0.0005637987,"about_ca_topic_score_gemma":0.00011865427,"teacher_disagreement_score":0.8306556,"about_ca_system_score_codex":0.0005466131,"about_ca_system_score_gemma":0.00010747285,"threshold_uncertainty_score":0.9999828},"labels":[],"label_agreement":null},{"id":"W4399532173","doi":"10.1007/978-3-031-54837-6_4","title":"Coopetition Strategies and Wine Tourism Offerings","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Coopetition; Business; Wine; Tourism; Marketing; Industrial organization; Geography; Economics; Food science; Microeconomics; Game theory; Chemistry","score_opus":0.01900843712115394,"score_gpt":0.2053320334243705,"score_spread":0.18632359630321657,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399532173","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000341351,0.00030910014,0.00029991893,0.0021713758,0.00052140595,0.00016051249,0.0000031935738,0.00029234285,0.9959008],"genre_scores_gemma":[0.05533423,0.00012256346,0.000087473665,0.001360337,0.0049531935,0.0000098730725,0.00036803304,0.00009795835,0.93766636],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.999142,4.2895348e-7,0.00025324954,0.00031424832,0.0001545207,0.00013556342],"domain_scores_gemma":[0.9995246,0.000007154843,0.0001305874,0.00013397742,0.00019839648,0.0000052704536],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000094671865,0.0002823709,0.00021782889,0.0003122936,0.00008823056,0.0011270476,0.00008049325,0.00024209912,0.0019175471],"category_scores_gemma":[0.000004141415,0.00024636125,0.000042241598,0.0000922822,0.00007587266,0.001750974,0.00011266313,0.00024970234,0.0006887079],"study_design_candidate":"theoretical_or_conceptual","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":[0.000009012566,0.0000038634466,0.000002884674,0.00058246555,0.00002818587,0.000022311857,0.000002393865,0.0000030093363,0.00007221762,0.9826867,0.014342031,0.0022449056],"study_design_scores_gemma":[0.00009488138,0.000005790318,0.00012715314,0.00026516995,0.00007164058,0.000004000729,0.000031709154,0.00016630041,0.0000044500653,0.3035028,0.69545543,0.00027069595],"about_ca_topic_score_codex":0.000126451,"about_ca_topic_score_gemma":0.000037044756,"teacher_disagreement_score":0.68111336,"about_ca_system_score_codex":0.000013141797,"about_ca_system_score_gemma":0.000024225203,"threshold_uncertainty_score":0.99999887},"labels":[],"label_agreement":null},{"id":"W4399832476","doi":"10.1007/978-3-031-54071-4_6","title":"Many-Agent Convex and Non-convex Exchangeable (Mean-Field) Teams and Optimality of Symmetric Policies","year":2024,"lang":"en","type":"book-chapter","venue":"Systems & control","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Regular polygon; Mathematics; Convex analysis; Mathematical optimization; Convex optimization; Geometry","score_opus":0.016248102169573276,"score_gpt":0.21713996481543688,"score_spread":0.2008918626458636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399832476","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.008645167,0.01634249,0.0012342606,0.0012777512,0.0026473457,0.0020653857,0.00008063648,0.00019216989,0.9675148],"genre_scores_gemma":[0.9326594,0.0001952087,0.000006964154,0.00054668344,0.001496615,0.000050058276,0.00004103544,0.0000653665,0.06493866],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99814546,0.000007236716,0.0007345307,0.000481063,0.00033036436,0.0003013207],"domain_scores_gemma":[0.99852693,0.00008208426,0.0006367621,0.0003210154,0.00041116856,0.00002203517],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00058954005,0.00044812486,0.0009350504,0.0007827844,0.00012538767,0.000455613,0.00016220319,0.00042841976,0.00011975373],"category_scores_gemma":[0.000033648572,0.00039325905,0.00009908998,0.00024385794,0.00012150851,0.0005433308,0.00014076995,0.00031550063,0.00009554668],"study_design_candidate":"theoretical_or_conceptual","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":[0.00007087537,0.000019047275,0.0008956071,0.006602853,0.00031266233,0.000019797113,0.000051170075,0.000011174972,0.00020865403,0.98667336,0.0033572693,0.0017775155],"study_design_scores_gemma":[0.0080712605,0.00035608353,0.0093653435,0.008262079,0.0033618808,0.00009389647,0.0015986455,0.05503933,0.000101230566,0.049473412,0.8605307,0.0037461913],"about_ca_topic_score_codex":0.003367139,"about_ca_topic_score_gemma":0.000041149626,"teacher_disagreement_score":0.93719995,"about_ca_system_score_codex":0.000036010744,"about_ca_system_score_gemma":0.000038289563,"threshold_uncertainty_score":0.99985194},"labels":[],"label_agreement":null},{"id":"W4399854252","doi":"10.1522/rhe.v6i1.1255","title":"Utiliser le numérique pour former au numérique : le cas d’un dispositif d’autodiagnostic et d'auto-orientation dynamique pour l'innovation","year":2022,"lang":"fr","type":"article","venue":"Revue hybride de l éducation","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Humanities; Philosophy","score_opus":0.03021245089388564,"score_gpt":0.27006868786630167,"score_spread":0.23985623697241604,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4399854252","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76285577,0.0005565375,0.11175337,0.10556348,0.0043363958,0.0011565109,0.00007060862,0.00021988727,0.013487453],"genre_scores_gemma":[0.98026204,0.000106954336,0.0007715095,0.0038718507,0.0018039946,0.0007210903,0.0043428666,0.00014205165,0.007977635],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99659795,0.00029862637,0.0011479068,0.0008068805,0.0003904815,0.00075816753],"domain_scores_gemma":[0.99660224,0.00023423071,0.0012163582,0.00053149933,0.0013744904,0.00004115748],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0021939727,0.0005141991,0.00041854597,0.0008745456,0.001360411,0.0005922447,0.00038519077,0.00023556007,0.0007995947],"category_scores_gemma":[0.0008478046,0.0007012911,0.00016003844,0.0031101583,0.000085032,0.004707497,0.00021655057,0.0008231301,0.00023180647],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00016442285,0.0017680291,0.024801588,0.0017998463,0.00012278186,0.000079596895,0.006433626,0.015658153,0.0077468064,0.9044653,0.01661173,0.020348087],"study_design_scores_gemma":[0.0035540569,0.000112807145,0.4709687,0.0011267499,0.00021075335,0.00063824235,0.03849121,0.19955157,0.004753063,0.1137099,0.16456778,0.0023151687],"about_ca_topic_score_codex":0.011414613,"about_ca_topic_score_gemma":0.0015303077,"teacher_disagreement_score":0.79075545,"about_ca_system_score_codex":0.0020259235,"about_ca_system_score_gemma":0.0023962245,"threshold_uncertainty_score":0.9999397},"labels":[],"label_agreement":null},{"id":"W4400093303","doi":"10.36253/wep-14637","title":"Performance and efficiency of national innovation systems: lessons from the wine industry","year":2024,"lang":"en","type":"article","venue":"Wine Economics and Policy","topic":"Business Strategy and Innovation","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":false,"ca_institutions":"Innovation, Science and Economic Development Canada","funders":"","keywords":"Wine; Marketing; Business; Industrial organization; Advertising; Economics; Food science; Chemistry","score_opus":0.03022190285443757,"score_gpt":0.2567716162434061,"score_spread":0.22654971338896854,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400093303","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9702862,0.00014732087,0.000021068201,0.020133814,0.00022011968,0.00007233005,0.000020647745,0.000017764263,0.009080737],"genre_scores_gemma":[0.99559027,0.00007381232,0.00000687735,0.0007287584,0.003394439,0.0000051307984,0.0000651633,0.000007602377,0.00012795502],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9995402,0.0000022272384,0.0002211495,0.0001205677,0.000039498977,0.00007631726],"domain_scores_gemma":[0.999698,0.000029651415,0.00010114734,0.0000603668,0.00010792465,0.0000029481325],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00023354836,0.000074405514,0.00008557646,0.00020634613,0.00009688394,0.00022842859,0.00005881199,0.00007344584,0.000014757032],"category_scores_gemma":[0.00003343626,0.00005745487,0.000008255856,0.0005481346,0.000058202124,0.00064609427,0.000046371944,0.000106649415,0.0000073766596],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000072190346,0.00001070887,0.0077096582,0.00013359461,0.00001930292,1.174236e-7,0.000053106527,0.0005129882,0.00011834682,0.98182446,0.0031856576,0.006424835],"study_design_scores_gemma":[0.00051286275,0.000016151589,0.3597823,0.0002485738,0.000030491117,0.000006521806,0.00023323213,0.28860077,0.00006182731,0.014182533,0.33604357,0.00028116288],"about_ca_topic_score_codex":0.0008357306,"about_ca_topic_score_gemma":0.000005516645,"teacher_disagreement_score":0.96764195,"about_ca_system_score_codex":0.000014307034,"about_ca_system_score_gemma":0.00007118814,"threshold_uncertainty_score":0.23429416},"labels":[],"label_agreement":null},{"id":"W4400153424","doi":"10.1787/46db870b-en","title":"The Role and Management of Quality in Competition Analysis","year":2013,"lang":"en","type":"report","venue":"OECD competition law and policy working papers.","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Competition (biology); Quality (philosophy); Business; Biology; Ecology; Epistemology; Philosophy","score_opus":0.029756852616288552,"score_gpt":0.2830873858362465,"score_spread":0.2533305332199579,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400153424","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010890164,0.0009574425,0.000022184135,0.0021943105,0.00024471988,0.00034608127,0.00000867734,0.00005010671,0.9852863],"genre_scores_gemma":[0.99378645,0.0034227148,0.000045206645,0.00089119043,0.0007266164,0.000053769083,0.0003524477,0.000021801749,0.0006998112],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99827343,0.00003942696,0.00065356016,0.00034431927,0.00042849898,0.00026078563],"domain_scores_gemma":[0.9987624,0.00007276576,0.0006689532,0.00028379468,0.0001993479,0.000012698206],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008507911,0.00026347928,0.00046643935,0.00047644548,0.00035843288,0.00039501087,0.00015073216,0.00018125135,0.00013241246],"category_scores_gemma":[0.000013677975,0.0002169682,0.00010193116,0.0009384475,0.00024024124,0.00024369721,0.000123899,0.00023392735,0.00001497419],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000017714869,0.000033129167,0.0067557343,0.0005835807,0.00022508328,0.0000016640404,0.000012980835,0.000025424004,0.000024137142,0.9803436,0.000049885828,0.011927095],"study_design_scores_gemma":[0.00035968833,0.0000062987356,0.1862128,0.00054727116,0.00035719443,0.0000021254496,0.0002224087,0.00018116782,0.000005099353,0.013299109,0.7984803,0.0003265433],"about_ca_topic_score_codex":0.013466946,"about_ca_topic_score_gemma":0.003085782,"teacher_disagreement_score":0.9845865,"about_ca_system_score_codex":0.0000651695,"about_ca_system_score_gemma":0.00004078466,"threshold_uncertainty_score":0.9931025},"labels":[],"label_agreement":null},{"id":"W4400441970","doi":"10.5465/amproc.2024.16081symposium","title":"Shaping the Future: How Novel Fields and Market Categories Evolve","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"McGill University","funders":"","keywords":"Business; Environmental resource management; Data science; Earth science; Computer science; Environmental science; Geology","score_opus":0.02658724513839618,"score_gpt":0.23433527957701358,"score_spread":0.2077480344386174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400441970","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.23264354,0.006907785,0.0036581107,0.42744586,0.0019523647,0.0018333206,0.000005171982,0.00092479,0.32462904],"genre_scores_gemma":[0.9930285,0.00034920985,0.00025043797,0.002904112,0.0015038957,0.00003954045,0.0000041125804,0.000022731836,0.0018974287],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99898493,0.0000011146741,0.00021796585,0.00030847586,0.00026295407,0.00022454816],"domain_scores_gemma":[0.9997099,0.000018678034,0.00013483528,0.000049461472,0.00008063109,0.00000648812],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005573238,0.00018303124,0.00014327046,0.0002679371,0.00019606118,0.0007332833,0.00027871475,0.00012048732,0.00008536243],"category_scores_gemma":[0.000016180253,0.00013232885,0.0000429231,0.0009588973,0.00010896593,0.0024778366,0.0002563149,0.00026873508,0.000010786121],"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":[0.000019719748,0.000013613024,0.00072675507,0.0020369145,0.00008507912,8.829423e-7,0.00007186907,0.0000013037471,0.00018290585,0.8853878,0.08932625,0.022146912],"study_design_scores_gemma":[0.0003380772,0.000009108429,0.047310594,0.00033299494,0.0002181074,0.0000052484115,0.0026319374,0.007765689,0.0001655656,0.032094873,0.9087936,0.00033416244],"about_ca_topic_score_codex":0.000013050282,"about_ca_topic_score_gemma":0.000001035707,"teacher_disagreement_score":0.85329294,"about_ca_system_score_codex":0.000012899645,"about_ca_system_score_gemma":0.0000038881894,"threshold_uncertainty_score":0.70710677},"labels":[],"label_agreement":null},{"id":"W4400442373","doi":"10.5465/amproc.2024.18076symposium","title":"Toward a General Theory of the Organization: From Cells to Societies","year":2024,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Kellogg's (Canada)","funders":"","keywords":"Sociology","score_opus":0.02448196501004123,"score_gpt":0.22238811372176265,"score_spread":0.1979061487117214,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400442373","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9259346,0.00023095305,0.0015495301,0.023508132,0.0006913957,0.0006817389,0.0000065961804,0.00023270275,0.047164366],"genre_scores_gemma":[0.99302745,0.00003540492,0.0005050586,0.0037863594,0.00058923604,0.000013134486,0.0000059118224,0.000026219017,0.0020112316],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9989915,0.0000022770917,0.00031265817,0.00024189783,0.00030385863,0.0001478038],"domain_scores_gemma":[0.9996147,0.0000123875225,0.00015914762,0.000055423476,0.00015295976,0.0000053822673],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003307467,0.00013645017,0.00014303531,0.00018383286,0.00008191951,0.00016462522,0.00042712147,0.00008474801,0.00026046706],"category_scores_gemma":[0.000023406956,0.00010262194,0.00005513674,0.0018701251,0.00007108913,0.0009576762,0.000359813,0.00012876763,0.00006324107],"study_design_candidate":"theoretical_or_conceptual","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":[0.00001439541,0.000022849965,0.0010444431,0.0011593286,0.000093622046,2.5979634e-7,0.0002475616,0.00003325646,0.01027696,0.90948033,0.073323384,0.0043035923],"study_design_scores_gemma":[0.0006937681,0.000019400664,0.13416204,0.0014261495,0.00069672894,9.680372e-7,0.0038338702,0.0014840006,0.11057719,0.34150085,0.4048356,0.0007694321],"about_ca_topic_score_codex":0.000014739187,"about_ca_topic_score_gemma":8.7179195e-8,"teacher_disagreement_score":0.5679795,"about_ca_system_score_codex":0.000016650933,"about_ca_system_score_gemma":0.000006897832,"threshold_uncertainty_score":0.41848013},"labels":[],"label_agreement":null},{"id":"W4400458934","doi":"10.7202/1111661ar","title":"« Vers une optimisation des ressources et des services II »","year":2024,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.030922209265397637,"score_gpt":0.30872970622653667,"score_spread":0.27780749696113904,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400458934","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7251443,0.07842489,0.0071250666,0.04498079,0.0035181323,0.00066940987,0.000039567338,0.0010913705,0.13900644],"genre_scores_gemma":[0.9628636,0.022980548,0.0018596287,0.0036765155,0.0007914671,0.000052753883,0.00063665654,0.00007633271,0.007062467],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9979558,0.00008146828,0.0005482717,0.00048638543,0.0005378397,0.00039021653],"domain_scores_gemma":[0.99846596,0.00010817743,0.00026458633,0.00018176842,0.00095526513,0.000024247905],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0011887163,0.0003609719,0.00022322312,0.0031654623,0.000774693,0.015727313,0.00021759345,0.00019184077,0.005433219],"category_scores_gemma":[0.00007501338,0.00037206901,0.00009863481,0.010114168,0.00036805947,0.06376944,0.000103438244,0.0002587324,0.0004562822],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0001758558,0.00035260053,0.011122903,0.013747472,0.000380822,0.00004235572,0.018068857,0.0051611383,0.0043142675,0.8464357,0.026243258,0.07395474],"study_design_scores_gemma":[0.00074100797,0.00008833584,0.03187294,0.0039563566,0.00031633608,0.000011208543,0.0046919687,0.008579784,0.0014124729,0.093395345,0.85419726,0.00073699804],"about_ca_topic_score_codex":0.009751767,"about_ca_topic_score_gemma":0.0019642657,"teacher_disagreement_score":0.827954,"about_ca_system_score_codex":0.00020121191,"about_ca_system_score_gemma":0.00009710074,"threshold_uncertainty_score":0.9998731},"labels":[],"label_agreement":null},{"id":"W4400871036","doi":"10.1016/j.techsoc.2024.102667","title":"Cooperation and coopetition, determinants of openness in product innovation and human resource management. Comparative study between Spain-Portugal","year":2024,"lang":"en","type":"article","venue":"Technology in Society","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Fundação para a Ciência e a Tecnologia; Universidad de Málaga","keywords":"Coopetition; Openness to experience; Business; Product (mathematics); Industrial organization; Resource (disambiguation); Human resource management; Human resources; Economic geography; Knowledge management; Economics; Management; Computer science; Market economy","score_opus":0.03782034650525814,"score_gpt":0.3050240440168089,"score_spread":0.26720369751155076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400871036","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99748045,0.00007757773,0.000056776986,0.0007014254,0.00003680294,0.00065,0.0000016039901,0.00009227419,0.0009030831],"genre_scores_gemma":[0.99962527,0.0000064671162,0.000096670636,0.00005158003,0.000059494723,0.00005642478,0.000048870766,0.000009645131,0.0000455521],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9990731,0.000011026041,0.00038627945,0.00031444017,0.00008647521,0.00012866415],"domain_scores_gemma":[0.9995978,0.000012859217,0.00012358188,0.000121835554,0.00014199056,0.000001919214],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00070095743,0.000121535566,0.00022454665,0.0005625856,0.00010170167,0.000082234365,0.00009172981,0.00010426087,0.000006782707],"category_scores_gemma":[0.000014997843,0.00012093849,0.000008675736,0.0032648025,0.00018754517,0.0006937339,0.00011462007,0.0002003298,0.0000019706677],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000008423534,0.000106831096,0.8288976,0.00036986347,0.000025299683,0.000009052041,0.00034630994,0.000008601107,0.0008533157,0.16442543,0.00024327183,0.004706031],"study_design_scores_gemma":[0.0008765428,0.000042074986,0.98399097,0.0002722414,0.000037202284,0.000002007905,0.00822542,0.00081647024,0.00033591676,0.0043005296,0.00090140384,0.0001992353],"about_ca_topic_score_codex":0.00012720152,"about_ca_topic_score_gemma":0.00018472524,"teacher_disagreement_score":0.1601249,"about_ca_system_score_codex":0.000023770237,"about_ca_system_score_gemma":0.000009774787,"threshold_uncertainty_score":0.49317285},"labels":[],"label_agreement":null},{"id":"W4400932113","doi":"10.7202/1113016ar","title":"Pratiques différentes, pratiques innovantes : que dit le marketing des PME ?","year":2024,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business; Business administration","score_opus":0.016073509016752495,"score_gpt":0.248564224050314,"score_spread":0.2324907150335615,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400932113","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.60307163,0.0108503,0.020327128,0.3391402,0.0022585178,0.00063530635,0.000080799386,0.00073453924,0.022901613],"genre_scores_gemma":[0.76382023,0.04182421,0.01891801,0.0038878599,0.0052655926,0.00032351652,0.001204725,0.00024729487,0.16450857],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99716026,0.00040283677,0.00096237153,0.00079993415,0.00020941965,0.000465167],"domain_scores_gemma":[0.99361604,0.0045875106,0.0005430894,0.00033446125,0.0008726211,0.000046285666],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0029420736,0.0004983771,0.00038056943,0.00070913543,0.0002114136,0.002940216,0.0003803537,0.00039229094,0.0014497646],"category_scores_gemma":[0.007364124,0.0005765922,0.00019587879,0.00069956604,0.00039771458,0.00579845,0.00029473004,0.0009258297,0.00047748664],"study_design_candidate":"theoretical_or_conceptual","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":[0.00012027413,0.0004571669,0.056147095,0.0029098326,0.0002644353,0.00016102217,0.00038295888,0.0031285682,0.0008796401,0.79629505,0.024976512,0.11427745],"study_design_scores_gemma":[0.000812648,0.000034220524,0.16212034,0.01098375,0.00015714885,0.0002133673,0.00047222004,0.08452675,0.0005194839,0.049716115,0.68948144,0.0009625357],"about_ca_topic_score_codex":0.002506356,"about_ca_topic_score_gemma":0.0014693185,"teacher_disagreement_score":0.74657893,"about_ca_system_score_codex":0.0005151342,"about_ca_system_score_gemma":0.0005994479,"threshold_uncertainty_score":0.99966854},"labels":[],"label_agreement":null},{"id":"W4401441138","doi":"10.1016/j.indmarman.2024.07.009","title":"Exploring the dark side of inter-firm coopetition: The harmful effect on customer satisfaction","year":2024,"lang":"en","type":"article","venue":"Industrial Marketing Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Sino-Danish Center; University of Alberta","keywords":"Coopetition; Great Rift; Business; Customer satisfaction; Marketing; Industrial organization; Knowledge management; Computer science; Microeconomics; Game theory; Economics","score_opus":0.07448140799449046,"score_gpt":0.24928805305499946,"score_spread":0.174806645060509,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401441138","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7377683,0.000057115176,0.00024336661,0.0096503245,0.008147727,0.0013557517,0.0000035036112,0.00031551818,0.24245837],"genre_scores_gemma":[0.99670285,0.00002503461,0.000009400876,0.0004661382,0.002125483,0.00018540485,0.000017516319,0.000031026804,0.00043715982],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9985198,0.00011854,0.00042906692,0.00031437012,0.00037361743,0.0002446532],"domain_scores_gemma":[0.9988939,0.00047132047,0.00019841176,0.00033094262,0.00009910329,0.0000062769295],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0032963466,0.00022278154,0.00017228442,0.0003073934,0.00034289784,0.00058412127,0.0002757771,0.00006205505,0.00022726548],"category_scores_gemma":[0.00028701432,0.00013338207,0.000096650205,0.0014063801,0.00008607131,0.00094940455,0.00020209805,0.00043372382,0.00024686175],"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":[0.00081259524,0.000042059226,0.0034451394,0.0007858946,0.00026711525,0.000028317498,0.000041077776,0.000647875,0.0002296593,0.058013078,0.042666078,0.8930211],"study_design_scores_gemma":[0.0015697057,0.000101573765,0.1372148,0.003499079,0.0005734294,0.000005169867,0.0009369362,0.0020242196,0.0005801628,0.00089120684,0.8519947,0.000609024],"about_ca_topic_score_codex":0.00027051207,"about_ca_topic_score_gemma":0.000020299918,"teacher_disagreement_score":0.89241207,"about_ca_system_score_codex":0.00006645976,"about_ca_system_score_gemma":0.0000120238565,"threshold_uncertainty_score":0.5632695},"labels":[],"label_agreement":null},{"id":"W4401604244","doi":"10.7202/1113020ar","title":"Les pratiques de gestion des médias sociaux par les TPE : le cas des TPE natives du numérique","year":2024,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science","score_opus":0.04852797000949383,"score_gpt":0.28690040087217916,"score_spread":0.23837243086268534,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401604244","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76665366,0.0063835704,0.039174747,0.17331979,0.0007788838,0.00039262968,0.000049801663,0.00042220837,0.0128247095],"genre_scores_gemma":[0.93888783,0.026039053,0.00806004,0.0006548839,0.002195776,0.0001784546,0.00034956267,0.000110688,0.023523726],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9975895,0.0003890488,0.0007194128,0.0006741768,0.00017893982,0.0004489183],"domain_scores_gemma":[0.995282,0.003065932,0.0004348044,0.00023428176,0.00092767406,0.000055332508],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0019342407,0.0004597749,0.00034034305,0.000557628,0.00045590167,0.0018616538,0.00032182384,0.00052820967,0.0012267916],"category_scores_gemma":[0.0050167073,0.0005445635,0.00021866996,0.00048712647,0.0005806914,0.0042764414,0.00018372381,0.00084682397,0.00025347972],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008890624,0.00047253072,0.14659028,0.0019404914,0.00029802212,0.00015886119,0.002313833,0.018968849,0.00071713666,0.5960159,0.0074326727,0.22500256],"study_design_scores_gemma":[0.0007187315,0.000037954294,0.6581331,0.0048548696,0.00012917821,0.00019332682,0.00096007134,0.06774571,0.0010520394,0.13121055,0.13418856,0.0007759089],"about_ca_topic_score_codex":0.008134472,"about_ca_topic_score_gemma":0.0030684904,"teacher_disagreement_score":0.51154286,"about_ca_system_score_codex":0.0013357789,"about_ca_system_score_gemma":0.0005020101,"threshold_uncertainty_score":0.9997006},"labels":[],"label_agreement":null},{"id":"W4401604351","doi":"10.7202/1113017ar","title":"Analyse systématique et bibliométrique de la littérature sur le marketing des PME depuis 1990 : évolution, noyau conceptuel et fronts de recherche","year":2024,"lang":"fr","type":"article","venue":"Revue internationale P M E Économie et gestion de la petite et moyenne entreprise","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Philosophy; Humanities","score_opus":0.04630863633919084,"score_gpt":0.2941345810031682,"score_spread":0.24782594466397734,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401604351","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6670655,0.014947219,0.117764756,0.17858835,0.0010883223,0.00062170764,0.000133892,0.00054465386,0.019245585],"genre_scores_gemma":[0.801099,0.0790272,0.05519939,0.006010899,0.0023930818,0.0003067792,0.0011480009,0.00023074045,0.054584898],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9946386,0.002850136,0.00092614116,0.0008027653,0.00022292664,0.0005594122],"domain_scores_gemma":[0.98626244,0.01166177,0.00060575135,0.00039220776,0.0009896765,0.00008815847],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0139204925,0.00050790986,0.0004432331,0.0016807399,0.00018615244,0.0026831215,0.00045011434,0.0010567054,0.0006361869],"category_scores_gemma":[0.018803213,0.00060541637,0.0002799005,0.002382288,0.0003003415,0.0041151587,0.00023832466,0.001999548,0.00021138552],"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":[0.00042568866,0.0009924473,0.2257151,0.0052290526,0.0008465934,0.00044288248,0.0015014114,0.0914713,0.0032526846,0.52942127,0.05372689,0.08697467],"study_design_scores_gemma":[0.0015763398,0.000022046243,0.3856654,0.010398208,0.0003121074,0.0004191867,0.00043132194,0.23083624,0.0003428399,0.07835859,0.2906013,0.001036422],"about_ca_topic_score_codex":0.005449545,"about_ca_topic_score_gemma":0.0017099271,"teacher_disagreement_score":0.45106268,"about_ca_system_score_codex":0.0019183921,"about_ca_system_score_gemma":0.0015326358,"threshold_uncertainty_score":0.99963975},"labels":[],"label_agreement":null},{"id":"W4401870744","doi":"","title":"Après une décennie de « buzz »: quelle pertinence pour le concept de modèle d'affaires en stratégie?","year":2012,"lang":"fr","type":"book","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université du Québec à Montréal","funders":"","keywords":"Political science","score_opus":0.024855520049323808,"score_gpt":0.21357963765910978,"score_spread":0.18872411760978597,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4401870744","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.026771897,0.007799587,0.20107909,0.070135646,0.00076147483,0.00092782587,0.00006844066,0.00054311653,0.69191295],"genre_scores_gemma":[0.7676741,0.00051641406,0.015694909,0.0007200931,0.0005994042,0.00007139457,0.0011820054,0.00014602393,0.21339564],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9947126,0.0016953902,0.000996994,0.0008964566,0.00055220665,0.0011463491],"domain_scores_gemma":[0.99233,0.0010753981,0.0012090895,0.0014933263,0.0037625057,0.00012966168],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0057059373,0.0007499375,0.00062715117,0.00038029058,0.0011656212,0.0010584281,0.0016110389,0.00077396346,0.0009625529],"category_scores_gemma":[0.0016730193,0.0008581755,0.00029064348,0.0012627387,0.0007508644,0.002092537,0.00068329216,0.0010165211,0.00045626186],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032413554,0.00096609804,0.006437815,0.0008367636,0.0001272239,0.000014420046,0.0025757758,0.0003595827,0.007010095,0.9361128,0.01805183,0.02747519],"study_design_scores_gemma":[0.002503354,0.0000015165278,0.043015275,0.006710663,0.00047031918,0.000056686044,0.001608291,0.07303394,0.018974194,0.038806673,0.8122993,0.0025197978],"about_ca_topic_score_codex":0.015240251,"about_ca_topic_score_gemma":0.0025865543,"teacher_disagreement_score":0.89730614,"about_ca_system_score_codex":0.0004322902,"about_ca_system_score_gemma":0.0017737749,"threshold_uncertainty_score":0.99997854},"labels":[],"label_agreement":null},{"id":"W4402058876","doi":"10.1108/imr-02-2024-0030","title":"Unpacking the relationship between export coopetition activities and export sales performance","year":2024,"lang":"en","type":"article","venue":"International Marketing Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":11,"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":"","keywords":"Unpacking; Coopetition; Business; Marketing; Industrial organization; Export performance; Export marketing; Business administration; Economics; Market economy","score_opus":0.054310347547347315,"score_gpt":0.28586976705301814,"score_spread":0.23155941950567083,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402058876","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.88668084,0.017777938,0.00032366853,0.016139818,0.0012918321,0.00041893733,0.0000075036237,0.0002700598,0.077089384],"genre_scores_gemma":[0.99374723,0.0028648314,0.00004034681,0.0009966053,0.0012739676,0.00004053245,0.0001637267,0.00001634185,0.00085642235],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99911606,0.0000228193,0.00031951795,0.00019188954,0.00024163997,0.00010807436],"domain_scores_gemma":[0.9991417,0.0004611501,0.00015961516,0.00010110661,0.00013196586,0.0000044473463],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0018300365,0.000119351294,0.00012126837,0.00013189019,0.00020342806,0.00040675764,0.00014632815,0.000035865225,0.00028056567],"category_scores_gemma":[0.0006150972,0.00008791556,0.000040275616,0.00040419944,0.00005791759,0.0015618494,0.000077859695,0.00018151922,0.000080511614],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015143073,0.0000096049625,0.841752,0.007047231,0.000044749806,0.000005362795,0.000015869824,0.0000016848337,0.000029808507,0.06734372,0.009430669,0.074304156],"study_design_scores_gemma":[0.000039586568,0.0000015660768,0.73000246,0.0071567474,0.00004088901,0.000009493817,0.000022634227,0.00034903336,0.0000034095892,0.0006531575,0.26161355,0.00010748909],"about_ca_topic_score_codex":0.0000067641267,"about_ca_topic_score_gemma":0.0000028576449,"teacher_disagreement_score":0.25218287,"about_ca_system_score_codex":0.000027091755,"about_ca_system_score_gemma":0.000022021,"threshold_uncertainty_score":0.39223734},"labels":[],"label_agreement":null},{"id":"W4402310102","doi":"10.1522/revueot.v33n2.1809","title":"Réflexions pour la pérennité et la transformation des MPME à l’ère de l’économie collaborative et de la fragilisation des chaînes d’approvisionnement","year":2024,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Desjardins","funders":"","keywords":"Political science; Humanities; Art","score_opus":0.01616596653998681,"score_gpt":0.26544723028626704,"score_spread":0.24928126374628023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402310102","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.46601093,0.007816437,0.14028135,0.269983,0.0010413455,0.001504137,0.000253704,0.0010030911,0.112106025],"genre_scores_gemma":[0.98491657,0.0013549475,0.007905223,0.0010064087,0.0008538482,0.00016636553,0.0005455203,0.00009852474,0.003152603],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99786466,0.00046508198,0.0006393698,0.00041890153,0.0001862972,0.00042567917],"domain_scores_gemma":[0.99829715,0.00070706324,0.00023014739,0.00023266276,0.00049081753,0.000042125997],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018242372,0.00039799986,0.00028767728,0.00055112876,0.0008132104,0.002447803,0.00022256983,0.00041314086,0.0005140961],"category_scores_gemma":[0.0004390436,0.00043491283,0.00011446122,0.0014984827,0.0005197863,0.005072394,0.000070351336,0.00047529448,0.00013359265],"study_design_candidate":"theoretical_or_conceptual","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":[0.000036898615,0.00039410975,0.00425865,0.0023199276,0.00015065924,0.000025948144,0.018483536,0.0021664735,0.004198277,0.8929174,0.0045717526,0.0704764],"study_design_scores_gemma":[0.00067770696,0.000037182675,0.03946998,0.0026516444,0.00035106088,0.000094243354,0.0051875506,0.020439021,0.0010339665,0.15829693,0.7711582,0.00060250965],"about_ca_topic_score_codex":0.004527085,"about_ca_topic_score_gemma":0.0021702792,"teacher_disagreement_score":0.7665864,"about_ca_system_score_codex":0.0009807913,"about_ca_system_score_gemma":0.0016849354,"threshold_uncertainty_score":0.9998103},"labels":[],"label_agreement":null},{"id":"W4402573438","doi":"10.2139/ssrn.4928531","title":"Are No-Shows All That Bad? Strategic Double-Booking and When to Intervene","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Business; Advertising","score_opus":0.05316877159943493,"score_gpt":0.2683262151393407,"score_spread":0.21515744353990576,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402573438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9292469,0.00825006,0.00223884,0.015450226,0.004986775,0.0009529197,0.00001009892,0.00037164803,0.03849254],"genre_scores_gemma":[0.9913953,0.0004359202,0.00006034996,0.0016313461,0.0039557456,0.00003256809,0.0000500381,0.00009300513,0.002345725],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99670297,0.000017796414,0.00054995506,0.00061000494,0.00039017704,0.0017290845],"domain_scores_gemma":[0.9984703,0.000010599116,0.00077478116,0.00029132972,0.00042301443,0.000029997505],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.001718363,0.0005037449,0.0004576459,0.0006810066,0.0002267468,0.0022653677,0.0005320872,0.00033546065,0.0002054051],"category_scores_gemma":[0.000024976312,0.00045111348,0.00017645434,0.00028924976,0.00004060598,0.00072289264,0.001002219,0.0046268073,0.00031036086],"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":[0.00050932297,0.000111838395,0.0032043539,0.0016879276,0.0009700236,0.000084856416,0.00011765332,0.0006316853,0.00051285676,0.9757263,0.0036032395,0.012839927],"study_design_scores_gemma":[0.00079594983,0.000042135183,0.0007937236,0.0013436044,0.00029638107,0.0001166185,0.0009819303,0.0011399727,0.00003230692,0.9795832,0.014135546,0.00073863514],"about_ca_topic_score_codex":0.0004961336,"about_ca_topic_score_gemma":0.0025646624,"teacher_disagreement_score":0.06214841,"about_ca_system_score_codex":0.00049760425,"about_ca_system_score_gemma":0.0005860074,"threshold_uncertainty_score":0.99979407},"labels":[],"label_agreement":null},{"id":"W4402700795","doi":"10.1016/j.lrp.2024.102480","title":"An evolutionary perspective on capabilities for fluid product-markets: The contingent effects of routinization and renewal in marketing, R&amp;D, and operations","year":2024,"lang":"en","type":"article","venue":"Long Range Planning","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"","keywords":"Perspective (graphical); Business; Product (mathematics); Marketing; Industrial organization; Microeconomics; Economics; Computer science; Mathematics","score_opus":0.01416962947493183,"score_gpt":0.25985341780626503,"score_spread":0.2456837883313332,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4402700795","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9927238,0.002969406,0.00094728527,0.0014132175,0.00025455112,0.0005932155,0.000004539587,0.000053325333,0.00104063],"genre_scores_gemma":[0.99903196,0.000017498502,0.00022697572,0.00011379017,0.00039949315,0.00006953692,0.000062833824,0.00001365319,0.00006428071],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993448,0.000032732853,0.00017365628,0.00024211241,0.0000916132,0.000115077404],"domain_scores_gemma":[0.9994115,0.00027216336,0.00004500402,0.00009642497,0.00017057805,0.000004329193],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006809089,0.000102241174,0.000106955085,0.00018029688,0.00018837444,0.00019080359,0.00004847635,0.00003861292,0.0000060943],"category_scores_gemma":[0.0006746492,0.00008006101,0.000014385749,0.00030350487,0.00006738492,0.0006697389,0.000022091368,0.0000797273,6.332327e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0016251621,0.00034916203,0.56922436,0.009574894,0.0001736593,0.000019010417,0.014190126,0.0075095105,0.009703192,0.37493393,0.002850019,0.009846975],"study_design_scores_gemma":[0.00080419844,0.00004742153,0.9155543,0.0016384874,0.00007605817,0.000005458002,0.003303472,0.07388417,0.00016888774,0.0028333862,0.0014249105,0.00025928466],"about_ca_topic_score_codex":0.00027304242,"about_ca_topic_score_gemma":0.0001135938,"teacher_disagreement_score":0.37210056,"about_ca_system_score_codex":0.000028438462,"about_ca_system_score_gemma":0.000017991615,"threshold_uncertainty_score":0.3264793},"labels":[],"label_agreement":null},{"id":"W4403382878","doi":"","title":"La fabrique collective de la stratégie dans le cadre d’enjeux sociétaux : le cas des écosystèmes d’affaires","year":2017,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université Laval; HEC Montréal","funders":"","keywords":"Political science","score_opus":0.023541647737097677,"score_gpt":0.2547153400866874,"score_spread":0.2311736923495897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403382878","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32943907,0.0031533346,0.052163273,0.04760412,0.0004052494,0.00049597677,0.000047549005,0.0002497416,0.5664417],"genre_scores_gemma":[0.9609294,0.0006334997,0.0038692974,0.00013907837,0.00015709818,0.00005937815,0.00014505509,0.00007319498,0.03399402],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9955229,0.0023611418,0.0005401023,0.00063340197,0.0003260373,0.00061637315],"domain_scores_gemma":[0.99329877,0.0009968226,0.00090945157,0.0013395102,0.0033889213,0.00006655198],"candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0063703093,0.0004187158,0.0004018172,0.0002277496,0.003871471,0.0035697916,0.0012892561,0.0005005678,0.0002362872],"category_scores_gemma":[0.0033386066,0.00048694664,0.00019201395,0.00069301896,0.001761144,0.0027973864,0.0006165673,0.00062697387,0.000066521294],"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":[0.00003678587,0.00096222636,0.038066804,0.00069408334,0.00014953573,0.000044355027,0.0064139944,0.00006816065,0.0056637553,0.88324356,0.0045386455,0.060118075],"study_design_scores_gemma":[0.0031315864,0.0000016652874,0.62536967,0.0055930074,0.00022892955,0.00009033818,0.007359456,0.016949724,0.04140062,0.14127205,0.15713379,0.001469136],"about_ca_topic_score_codex":0.04407841,"about_ca_topic_score_gemma":0.033548295,"teacher_disagreement_score":0.74197155,"about_ca_system_score_codex":0.00036537863,"about_ca_system_score_gemma":0.0014567495,"threshold_uncertainty_score":0.99975824},"labels":[],"label_agreement":null},{"id":"W4403401760","doi":"10.1007/s00500-024-10172-9","title":"Retraction Note: Coopetition analysis in industry upgrade and urban expansion based on fractional derivative gray Lotka–Volterra model","year":2024,"lang":"en","type":"article","venue":"Soft Computing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":true,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Gray (unit); Coopetition; Upgrade; Volterra equations; Derivative (finance); Fractional calculus; Mathematics; Mathematical optimization; Computer science; Econometrics; Business; Industrial organization; Applied mathematics; Economics; Mathematical economics; Nonlinear system; Financial economics; Game theory; Physics","score_opus":0.021426675344749877,"score_gpt":0.2607070294327642,"score_spread":0.23928035408801432,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403401760","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4887975,0.00002982958,0.5065315,0.0015180707,0.00052276044,0.00014562768,0.0000028065729,0.0002134532,0.0022384753],"genre_scores_gemma":[0.9975908,0.0000013751292,0.00040636046,0.0010261344,0.00072067516,0.000005502756,0.00019588134,0.000020021289,0.00003325375],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9988421,0.000016709719,0.00030598827,0.00038910346,0.0002552682,0.00019080358],"domain_scores_gemma":[0.9994936,0.00009651334,0.00014676721,0.000110069275,0.00014356842,0.000009459293],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00042415562,0.00017528514,0.00017457342,0.0009984093,0.00021847898,0.0003593696,0.000062036626,0.00028545034,0.000054307548],"category_scores_gemma":[0.000093665396,0.00017478563,0.000052599094,0.0026563946,0.000036994377,0.0012083895,0.000036864152,0.00073988124,0.000016382646],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00012134515,0.00018121541,0.05015994,0.00034490452,0.00008147099,0.000023003839,0.00015678286,0.8888956,0.0022814467,0.040064096,0.0016443414,0.016045857],"study_design_scores_gemma":[0.00020464235,0.000007389848,0.07636787,0.00022859238,0.00006792474,7.5739734e-7,0.00006069962,0.9216198,0.00006189315,0.0007501978,0.00045418486,0.00017608366],"about_ca_topic_score_codex":0.00015890367,"about_ca_topic_score_gemma":0.000027499898,"teacher_disagreement_score":0.5087933,"about_ca_system_score_codex":0.00008263303,"about_ca_system_score_gemma":0.000045492,"threshold_uncertainty_score":0.71275514},"labels":[],"label_agreement":null},{"id":"W4403423444","doi":"10.1007/978-3-031-66218-8_34","title":"The Grand Narrative of Competitive Advantage and Toy Models","year":2024,"lang":"en","type":"book-chapter","venue":"Studies in systems, decision and control","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Narrative; Competitive advantage; Computer science; Art; Economics; Literature; Management","score_opus":0.03918392908613622,"score_gpt":0.2826006066003049,"score_spread":0.24341667751416868,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403423444","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014866362,0.20937853,0.00085125235,0.0009895192,0.0032215395,0.0017492948,0.000057150188,0.00006128832,0.7822048],"genre_scores_gemma":[0.96934175,0.005900813,0.0000060572897,0.00017617743,0.0004246219,0.00005094126,0.000008728988,0.000030396295,0.024060484],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99858814,0.0000099699,0.0006602299,0.0003266208,0.00026883723,0.00014618227],"domain_scores_gemma":[0.99848086,0.0004391067,0.00037818184,0.00016021502,0.00053531403,0.00000633634],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062625733,0.00028689305,0.0006817848,0.00023532215,0.00025171708,0.00019150382,0.00010602984,0.00013787417,0.000006671104],"category_scores_gemma":[0.000074550204,0.00017821531,0.000051555962,0.00010228418,0.00037578054,0.0003422633,0.00015764248,0.00021959051,0.00000944854],"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":[0.00021899371,0.0000055383894,0.000029492536,0.00050590397,0.00019950414,0.00001695171,0.00035098975,0.000025498537,0.0000037366426,0.9915502,0.0012555094,0.0058376994],"study_design_scores_gemma":[0.0028938625,0.000054598204,0.00010338897,0.0058298414,0.00027664867,0.000012855555,0.023682505,0.005610614,6.463182e-7,0.6658838,0.2951011,0.00055013644],"about_ca_topic_score_codex":0.000020786207,"about_ca_topic_score_gemma":0.00013949932,"teacher_disagreement_score":0.96785516,"about_ca_system_score_codex":0.00002308615,"about_ca_system_score_gemma":0.000013766314,"threshold_uncertainty_score":0.72674096},"labels":[],"label_agreement":null},{"id":"W4403583716","doi":"10.53555/kuey.v30i9.7725","title":"Bibliometric Analysis Of Scientific Articles On The Application Of The Value Network Methodology In The Agroforestry Sector","year":2024,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Universidade de Santiago de Compostela","keywords":"Value (mathematics); Agroforestry; Geography; Agricultural engineering; Mathematics; Environmental science; Engineering; Statistics","score_opus":0.11377265440225975,"score_gpt":0.3121125520915812,"score_spread":0.19833989768932142,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403583716","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9852619,0.00009781717,0.0069732717,0.0030955945,0.0002676743,0.00020913841,0.0000011392939,0.000018271587,0.004075189],"genre_scores_gemma":[0.9991113,0.0000026840555,0.00008625299,0.0005678599,0.00015252712,0.00001983564,0.000010357872,0.0000045631186,0.000044598866],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99911404,0.00007310266,0.0002789138,0.00015879975,0.00025381433,0.000121349985],"domain_scores_gemma":[0.9988356,0.00053786044,0.00015148456,0.00033589694,0.00013769006,0.0000014271658],"candidate_categories":["bibliometrics"],"consensus_categories":["bibliometrics"],"category_scores_codex":[0.003096358,0.00006833265,0.0001237568,0.01257219,0.00012709429,0.00019251094,0.00035496757,0.000044709588,0.000101690624],"category_scores_gemma":[0.00019875624,0.000029015036,0.00008663481,0.30163726,0.0001415808,0.00023962403,0.00005887773,0.00010969265,0.000011874214],"study_design_candidate":"theoretical_or_conceptual","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":[0.000009462618,0.0000412857,0.05086158,0.00006283636,0.00008785926,1.5128073e-7,0.000039912342,0.011356878,0.0017800515,0.9246669,0.0014032412,0.009689863],"study_design_scores_gemma":[0.000038651597,0.000003213199,0.8460468,0.000019575105,0.00021027731,1.3888172e-7,0.00018318344,0.12451467,0.0005388092,0.026536884,0.0018625519,0.00004525332],"about_ca_topic_score_codex":0.00053925766,"about_ca_topic_score_gemma":0.00023448086,"teacher_disagreement_score":0.89813,"about_ca_system_score_codex":0.000007060821,"about_ca_system_score_gemma":0.000017421275,"threshold_uncertainty_score":0.99861944},"labels":[],"label_agreement":null},{"id":"W4404296516","doi":"10.1016/j.tncr.2024.200096","title":"Toward a typology of business groups: A qualitative content analysis","year":2024,"lang":"en","type":"article","venue":"Transnational Corporation Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Typology; Content analysis; Content (measure theory); Qualitative analysis; Qualitative research; Sociology; Mathematics; Social science","score_opus":0.1899830860568006,"score_gpt":0.3394834293747749,"score_spread":0.1495003433179743,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404296516","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.05997075,0.054567657,0.5942361,0.25413916,0.0023323775,0.0031459127,0.00019969999,0.0007801396,0.03062825],"genre_scores_gemma":[0.9955474,0.00066078076,0.00037059392,0.0017791401,0.00014548382,0.00006408758,0.0013440598,0.000011423939,0.000077044744],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99867225,0.000035426146,0.0006417691,0.00023910543,0.0003117307,0.00009973281],"domain_scores_gemma":[0.9981394,0.000073289186,0.00028106148,0.00010762774,0.0013927922,0.000005853689],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007825043,0.00014201067,0.00036448435,0.00053569116,0.00004997678,0.00008372555,0.00011082924,0.000058392394,0.00088760187],"category_scores_gemma":[0.00007912326,0.00011990167,0.0001538225,0.005070595,0.000076902594,0.0012413728,0.000010677412,0.000086007334,0.00005216422],"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":[0.000015765156,0.000042055897,0.00012042462,0.0046357205,0.00022502884,0.0000026079897,0.00007422677,0.00008074239,0.0002638246,0.99274856,0.00063445023,0.0011566206],"study_design_scores_gemma":[0.002507598,0.000128156,0.20073093,0.006802944,0.014236366,0.000030472072,0.0022546893,0.041057788,0.00027142445,0.4314125,0.29794317,0.00262395],"about_ca_topic_score_codex":0.00007171493,"about_ca_topic_score_gemma":0.00006351295,"teacher_disagreement_score":0.9355766,"about_ca_system_score_codex":0.000022137967,"about_ca_system_score_gemma":0.000079110294,"threshold_uncertainty_score":0.97186184},"labels":[],"label_agreement":null},{"id":"W4404297497","doi":"10.2139/ssrn.4980072","title":"Competition and collusion among strategic traders who face uncertainty","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Collusion; Competition (biology); Face (sociological concept); Business; Industrial organization; Microeconomics; Economics; Sociology","score_opus":0.01776002561297735,"score_gpt":0.22870471905608813,"score_spread":0.2109446934431108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404297497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9771978,0.0028979827,0.0015948963,0.0049673934,0.0013059811,0.00041029844,0.0000060483735,0.00016676914,0.011452784],"genre_scores_gemma":[0.9950383,0.0019765263,0.0000106002,0.00026374837,0.0018983025,0.000013828808,0.00013809424,0.000053294752,0.0006073556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99737453,0.00002538123,0.00048553493,0.0004636218,0.00035784248,0.0012931072],"domain_scores_gemma":[0.99906296,0.000015156397,0.00048133425,0.000175785,0.00024749877,0.000017242934],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0013110248,0.0003935667,0.00035837444,0.00048400913,0.00040077209,0.0012952526,0.0002778556,0.0003692515,0.00006730947],"category_scores_gemma":[0.000019631343,0.00035541182,0.00012502878,0.0005329912,0.00012714678,0.0006493152,0.00035604433,0.0045758625,0.0000449209],"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":[0.000060339364,0.00004166601,0.00060711306,0.0005454495,0.0001657522,0.000012085795,0.000051995947,0.0033563012,0.00011870704,0.99104303,0.00025824152,0.003739298],"study_design_scores_gemma":[0.0004634412,0.000030948733,0.0022171158,0.00061871007,0.00019682245,0.000057396832,0.0030838666,0.022934707,0.000004693686,0.96887267,0.001054097,0.00046551574],"about_ca_topic_score_codex":0.00079595007,"about_ca_topic_score_gemma":0.0018603983,"teacher_disagreement_score":0.022170365,"about_ca_system_score_codex":0.0005152071,"about_ca_system_score_gemma":0.001030428,"threshold_uncertainty_score":0.9998898},"labels":[],"label_agreement":null},{"id":"W4404375637","doi":"10.1108/978-1-83797-799-420241013","title":"Team Selection, Structure and Governance","year":2024,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Dalhousie University","funders":"","keywords":"Selection (genetic algorithm); Corporate governance; Computer science; Business; Artificial intelligence","score_opus":0.00976164944750544,"score_gpt":0.1925338919688973,"score_spread":0.18277224252139188,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404375637","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00017920705,0.00041985197,0.000043469783,0.0009985294,0.0006356307,0.00012484861,0.000008353839,0.00019893366,0.99739116],"genre_scores_gemma":[0.07411963,0.00007019673,0.00006127723,0.0014342921,0.0027496107,0.0000023472608,0.00008926105,0.000059836784,0.92141354],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992504,2.7325484e-7,0.00018670388,0.0003027639,0.00014839854,0.00011142925],"domain_scores_gemma":[0.9995643,0.0000042696,0.0001481876,0.0000951914,0.00018447661,0.0000035561425],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000041912732,0.00023485246,0.00016466908,0.000117363874,0.00009369325,0.00036201064,0.0000728275,0.00024878044,0.0030005416],"category_scores_gemma":[0.0000067599326,0.00019726409,0.00003130334,0.000116586234,0.000041170326,0.00063125393,0.00007293343,0.0002946961,0.00038565742],"study_design_candidate":"theoretical_or_conceptual","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":[0.000004793198,0.0000015132049,0.000074426,0.000278641,0.000025199695,0.0000018172296,0.0000012089376,0.000002976883,0.000031321382,0.942354,0.05412753,0.0030965526],"study_design_scores_gemma":[0.00005690619,0.0000021844385,0.00051068846,0.00010153278,0.00004945755,0.0000049716446,0.0000016657383,0.00031365553,0.000007740038,0.2429239,0.75581926,0.0002080494],"about_ca_topic_score_codex":0.00008943699,"about_ca_topic_score_gemma":0.00014077823,"teacher_disagreement_score":0.70169175,"about_ca_system_score_codex":0.000021737695,"about_ca_system_score_gemma":0.00001774573,"threshold_uncertainty_score":0.99791086},"labels":[],"label_agreement":null},{"id":"W4404380813","doi":"10.2139/ssrn.5020873","title":"Exploration, Exploitation and Stabilization Alliances: An Alliance Portfolio to Manage Market Dynamism","year":2024,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Dynamism; Alliance; Portfolio; Business; Industrial organization; Geography; Finance","score_opus":0.02265672494319718,"score_gpt":0.25637260460269656,"score_spread":0.2337158796594994,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4404380813","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6731532,0.0073443614,0.26820317,0.019822726,0.0053858426,0.002443839,0.00002144237,0.00082251226,0.022802852],"genre_scores_gemma":[0.9873176,0.0051969434,0.0004920313,0.0010045478,0.002668882,0.000121499565,0.0003472347,0.000114231356,0.0027369845],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9971019,0.000033536227,0.00064322137,0.0006532459,0.00042628383,0.0011418308],"domain_scores_gemma":[0.9985005,0.000012888905,0.0005207357,0.00030568975,0.0006296292,0.00003050191],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0019531285,0.00040179683,0.00030500052,0.0005160506,0.00029394604,0.0015322061,0.00035186525,0.0002469562,0.00013125043],"category_scores_gemma":[0.000094303745,0.00040151557,0.00007168222,0.00085612445,0.000040353956,0.0030838568,0.0003090223,0.0018562567,0.00008113499],"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":[0.00022382653,0.00014655887,0.0008913826,0.0012142536,0.0002471412,0.000019300513,0.00038869935,0.0086822305,0.0002206506,0.9233311,0.0037252232,0.060909633],"study_design_scores_gemma":[0.00028347995,0.000049540737,0.0020694628,0.00037007194,0.00015463734,0.000019291312,0.0022572563,0.020650195,0.000007775918,0.9612797,0.012297082,0.0005615313],"about_ca_topic_score_codex":0.00018809835,"about_ca_topic_score_gemma":0.0018218423,"teacher_disagreement_score":0.3141644,"about_ca_system_score_codex":0.00047324895,"about_ca_system_score_gemma":0.0004996998,"threshold_uncertainty_score":0.99984366},"labels":[],"label_agreement":null},{"id":"W4405631438","doi":"10.59876/a-j0kt-vf1h","title":"The role of headquarters in managing multiple network interdependencies in the context of international sales activities","year":2024,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Interdependence; Multinational corporation; Business; Subsidiary; Context (archaeology); Industrial organization; Knowledge management; Computer science; Political science","score_opus":0.012757023259685292,"score_gpt":0.22828836939632288,"score_spread":0.2155313461366376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405631438","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6730554,0.0015372118,0.002259425,0.022420067,0.0067417985,0.0010532974,0.000024389294,0.00012319788,0.2927852],"genre_scores_gemma":[0.9988946,0.00010606653,0.000053642703,0.00034256815,0.00030953408,0.000049659036,0.0000712916,0.000009882144,0.00016275673],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988774,0.000014646789,0.00041432487,0.00016510946,0.00037497235,0.000153551],"domain_scores_gemma":[0.99947256,0.00015828214,0.00014955288,0.000129291,0.00008835606,0.0000019408303],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071226887,0.00011165945,0.00010617944,0.0004250457,0.000054762197,0.0002834114,0.00060865673,0.00002837157,0.000047402198],"category_scores_gemma":[0.000031079144,0.00007853582,0.000051964766,0.0005938431,0.000090523834,0.0008873448,0.00017555995,0.00013677774,0.000013973763],"study_design_candidate":"theoretical_or_conceptual","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":[0.000118153504,0.0000840969,0.08536117,0.0001293422,0.0001340993,0.000013662912,0.00052820414,0.0013375808,0.00013006532,0.8540181,0.0022995318,0.05584602],"study_design_scores_gemma":[0.0013009188,0.000023478417,0.23783052,0.0013328302,0.000051138515,0.000004954818,0.07307622,0.19790031,0.00019715625,0.07774954,0.41013375,0.00039919044],"about_ca_topic_score_codex":0.0003812472,"about_ca_topic_score_gemma":0.0011970105,"teacher_disagreement_score":0.77626854,"about_ca_system_score_codex":0.00004610045,"about_ca_system_score_gemma":0.0000083400455,"threshold_uncertainty_score":0.32025978},"labels":[],"label_agreement":null},{"id":"W4405754171","doi":"10.1109/tcss.2024.3508803","title":"Exploring Risk Sharing in Stochastic Exchange Networks","year":2024,"lang":"en","type":"article","venue":"IEEE Transactions on Computational Social Systems","topic":"Business Strategy and Innovation","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":false,"ca_institutions":"Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Computer science; Risk analysis (engineering); Business","score_opus":0.08727005504091032,"score_gpt":0.2573814333336119,"score_spread":0.1701113782927016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4405754171","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.09254073,0.00009163397,0.90198004,0.0002306866,0.0038464696,0.00025316203,0.000007737832,0.00027041603,0.0007791301],"genre_scores_gemma":[0.99772763,0.000006675111,0.000024718598,0.000075046104,0.001869149,0.00018041456,0.000023881088,0.00003060588,0.0000618801],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989212,0.000014325109,0.00032275484,0.0002835412,0.00024953068,0.00020864262],"domain_scores_gemma":[0.99966574,0.000078348814,0.00008393063,0.000055544722,0.00010904756,0.0000073903648],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00032526985,0.00015054065,0.00015547084,0.00045538307,0.00039512521,0.0004883503,0.00009915409,0.00007710581,0.000051211657],"category_scores_gemma":[0.0000035839598,0.00016134398,0.00006816082,0.0013002565,0.000026470605,0.0013874493,0.000002228684,0.00031246123,0.00013564898],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000018787106,0.000042307558,0.000050466348,0.00013359608,0.000028551443,0.0000054375705,0.00012742521,0.9697824,0.000004012933,0.019220384,0.0000872442,0.010499379],"study_design_scores_gemma":[0.00022617137,0.00000510244,0.0035001214,0.00019716081,0.000026830467,0.0000016286355,0.00017851735,0.99361306,6.858195e-7,0.0015669792,0.0005007734,0.00018297751],"about_ca_topic_score_codex":0.00126568,"about_ca_topic_score_gemma":0.00008538227,"teacher_disagreement_score":0.9051869,"about_ca_system_score_codex":0.00011577582,"about_ca_system_score_gemma":0.000020812648,"threshold_uncertainty_score":0.65794164},"labels":[],"label_agreement":null},{"id":"W4406132375","doi":"10.1002/cjas.1774","title":"Unpacking the nexus between innovation ecosystem‐oriented coopetition capability, organizational learning, and service innovations: A mediation‐moderation model","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Administrative Sciences / Revue Canadienne des Sciences de l Administration","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Knowledge management; Contingency theory; Organizational learning; Nexus (standard); Mediation; Coopetition; Business; Moderation; Context (archaeology); Contingency; Structural equation modeling; Service (business); Organizational performance; Marketing; Computer science; Sociology; Incentive","score_opus":0.06883469934138477,"score_gpt":0.2981335947189244,"score_spread":0.22929889537753967,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406132375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95425546,0.00006264218,0.022974186,0.013533082,0.00040802534,0.00033520831,0.000023641924,0.000021755373,0.008385999],"genre_scores_gemma":[0.9966383,0.0000049851856,0.0015218116,0.001250794,0.00040230338,0.000014111391,0.00008044398,0.000009193831,0.000078033074],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9978789,0.00009001114,0.0009375371,0.000370829,0.00026999475,0.00045273037],"domain_scores_gemma":[0.9950538,0.00018521132,0.0010226225,0.00011241761,0.0035486186,0.00007731992],"candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0035747702,0.00022136222,0.00024077464,0.0013537895,0.0033667742,0.0012813214,0.00044158206,0.00013196254,0.000052438943],"category_scores_gemma":[0.0025508034,0.00019182797,0.000032682394,0.009096183,0.001325654,0.0030172262,0.00002934494,0.0003224955,0.000002991316],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000015545944,0.00001955197,0.07309064,0.00014514418,0.000021300335,0.0000055121454,0.00153994,0.008446452,0.00055372325,0.9154853,0.000115900504,0.0005609739],"study_design_scores_gemma":[0.00096846867,0.0006627792,0.10993229,0.00081843237,0.00018410447,0.00021762474,0.018641202,0.3342018,0.0007687902,0.528524,0.004266434,0.0008140827],"about_ca_topic_score_codex":0.002375966,"about_ca_topic_score_gemma":0.19798505,"teacher_disagreement_score":0.3869613,"about_ca_system_score_codex":0.00047713073,"about_ca_system_score_gemma":0.005912415,"threshold_uncertainty_score":0.99975544},"labels":[],"label_agreement":null},{"id":"W4406485758","doi":"","title":"The paradox of digital connectivity: surveillance and lines of flight?, Entrepreneurship Workshop, HEC Paris","year":2024,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"HEC Montréal","funders":"","keywords":"Entrepreneurship; Sociology; Political science; Law","score_opus":0.019102447833388752,"score_gpt":0.22396381751954866,"score_spread":0.20486136968615992,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406485758","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9245645,0.0043719774,0.004765142,0.02868837,0.00067423016,0.0005156694,0.0000586687,0.00019352167,0.036167953],"genre_scores_gemma":[0.99753606,0.0005571455,0.0002463829,0.000035685454,0.00008678454,0.000025447323,0.00021168108,0.000030972187,0.0012698424],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980852,0.0003092057,0.00060262176,0.0004917982,0.00029773518,0.0002134427],"domain_scores_gemma":[0.99461704,0.0014389366,0.00081473053,0.0010027078,0.0021109262,0.000015634305],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0029177447,0.000260645,0.00037230316,0.00018808729,0.00020904282,0.00089834945,0.00055967394,0.00020011475,0.000023948518],"category_scores_gemma":[0.0016983422,0.00021420779,0.00012528246,0.000697335,0.00037051173,0.00031947435,0.0014067418,0.00042032832,0.000011562383],"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":[0.00009033116,0.00048320976,0.11015465,0.002510111,0.00025126926,0.0000043132277,0.001105963,0.00017378098,0.0012047872,0.7873575,0.0024087871,0.09425529],"study_design_scores_gemma":[0.0023850831,0.0000017953068,0.22211158,0.014549853,0.00055968197,0.000020753478,0.0013398952,0.08419455,0.03995183,0.5159633,0.11604895,0.0028727318],"about_ca_topic_score_codex":0.0006099736,"about_ca_topic_score_gemma":0.0009042483,"teacher_disagreement_score":0.27139422,"about_ca_system_score_codex":0.000017093345,"about_ca_system_score_gemma":0.000088602,"threshold_uncertainty_score":0.873514},"labels":[],"label_agreement":null},{"id":"W4406600684","doi":"","title":"Conceptualisation et modélisation du marketing relationnel responsable des e-marketplaces ?","year":2025,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Center for Interuniversity Research and Analysis on Organizations","funders":"","keywords":"Mod; Computer science; Humanities; Philosophy; Artificial intelligence","score_opus":0.017294094562730743,"score_gpt":0.22333255590870274,"score_spread":0.206038461345972,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406600684","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.19685325,0.0059668035,0.27625293,0.11165457,0.0011148569,0.0005889222,0.000016156548,0.0003391518,0.40721336],"genre_scores_gemma":[0.9283097,0.0007619333,0.010362417,0.0011062626,0.00011366036,0.000049665294,0.0005481276,0.000042368338,0.058705904],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9938483,0.003976114,0.00077864976,0.0006107083,0.00036507635,0.00042111528],"domain_scores_gemma":[0.990433,0.002736784,0.00070306414,0.00074600434,0.0053511453,0.00003000521],"candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.017738711,0.00032846272,0.00028252287,0.0005075812,0.0012028574,0.0013701629,0.0004894869,0.00030475704,0.0009766675],"category_scores_gemma":[0.011456659,0.00039170956,0.00011657739,0.0023279611,0.0005350247,0.0036364938,0.00031213815,0.00038090188,0.00014366361],"study_design_candidate":"theoretical_or_conceptual","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":[0.00013178219,0.00034226853,0.024894256,0.0006641078,0.000063411906,0.0000019744084,0.0018064503,0.0008030474,0.00097512663,0.9206084,0.009619259,0.040089905],"study_design_scores_gemma":[0.0026229862,5.853975e-7,0.2078959,0.010964985,0.00026781557,0.0000080777545,0.0023889549,0.35150194,0.0040712836,0.06749625,0.3517567,0.0010245217],"about_ca_topic_score_codex":0.0020052893,"about_ca_topic_score_gemma":0.001583048,"teacher_disagreement_score":0.85311216,"about_ca_system_score_codex":0.00020008991,"about_ca_system_score_gemma":0.0002678838,"threshold_uncertainty_score":0.9999366},"labels":[],"label_agreement":null},{"id":"W4406620528","doi":"10.22394/2070-8378-2023-25-6-46-52","title":"The importance of business network analysis. Illustrative example of Hindalco Industries Limited","year":2023,"lang":"en","type":"article","venue":"Public Administration","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Business; Industrial organization; Operations management; Economics","score_opus":0.06419027159383144,"score_gpt":0.2626632148511839,"score_spread":0.19847294325735243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406620528","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.976358,0.000040344174,0.002600699,0.010504987,0.00037696073,0.00034643404,0.000011930533,0.00016120751,0.009599415],"genre_scores_gemma":[0.998304,0.000016246251,0.000044099885,0.00013249373,0.00046136195,0.000029881967,0.00081695983,0.000012135801,0.00018283451],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984803,0.0000205134,0.00066802796,0.00022478604,0.0003330366,0.00027330682],"domain_scores_gemma":[0.99719626,0.0001330771,0.00094937097,0.0003106789,0.0014010182,0.000009618975],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009600257,0.00014997686,0.00025868844,0.00034954457,0.00030845258,0.0002406262,0.00024467852,0.00012434098,0.00011110304],"category_scores_gemma":[0.00053027197,0.00011680706,0.00006479026,0.013029999,0.00020728352,0.001407032,0.00006367736,0.000121954705,0.000011605145],"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":[0.000088127475,0.00007720496,0.27697012,0.000095097654,0.00028137118,0.000002241572,0.00003314747,0.001195377,0.00016326283,0.7115794,0.0055331057,0.0039815595],"study_design_scores_gemma":[0.00027467683,0.000022666178,0.95063615,0.00001738076,0.000188607,6.126894e-7,0.0005273228,0.0068240357,0.00022667319,0.005926744,0.035160493,0.00019461972],"about_ca_topic_score_codex":0.00014820225,"about_ca_topic_score_gemma":0.00094601006,"teacher_disagreement_score":0.70565265,"about_ca_system_score_codex":0.000013614682,"about_ca_system_score_gemma":0.00020172221,"threshold_uncertainty_score":0.62604827},"labels":[],"label_agreement":null},{"id":"W4406655158","doi":"10.1016/b978-0-7506-4581-2.50212-7","title":"10.1016/b978-0-7506-4581-2.50212-7","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.013627598835472161,"score_gpt":0.17014734749722324,"score_spread":0.15651974866175108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406655158","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0000023159516,0.00009211399,0.0000027142075,0.00063693326,0.000020334119,0.00038693342,0.00001786017,0.00033722984,0.99850357],"genre_scores_gemma":[0.000017693852,2.4026798e-7,0.000025952699,0.0005335439,0.0029367143,0.000020533307,0.00062768295,0.00014391991,0.99569374],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9982128,0.0000031473464,0.00049738993,0.000536204,0.000376341,0.00037407404],"domain_scores_gemma":[0.99880874,0.000018581155,0.00031225887,0.00048394402,0.00035421454,0.000022262902],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00018982773,0.0005292869,0.00045946563,0.00060192135,0.0001997141,0.00038377327,0.00041516795,0.00042820186,0.996661],"category_scores_gemma":[0.000024816904,0.000540933,0.00014349236,0.00026486433,0.00006695439,0.0008175403,0.00015646119,0.0003815019,0.9962697],"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":[0.000119597404,0.00003080444,6.242963e-8,0.00012020707,0.000060665046,0.000020459407,0.0000012680052,0.0000402656,0.000007964142,0.011631352,0.22916989,0.75879747],"study_design_scores_gemma":[0.0002291109,0.000017354529,0.000010635486,0.00020253773,0.0001043016,0.000003356719,3.1041714e-7,0.000094230556,0.0000024825388,0.002553971,0.9961213,0.00066041824],"about_ca_topic_score_codex":0.00007659416,"about_ca_topic_score_gemma":0.0000011772343,"teacher_disagreement_score":0.7669514,"about_ca_system_score_codex":0.00004712558,"about_ca_system_score_gemma":0.00004515062,"threshold_uncertainty_score":0.99970424},"labels":[],"label_agreement":null},{"id":"W4406698900","doi":"10.1016/j.ibusrev.2025.102397","title":"Don’t stop believing: The manifestations of coopetition in export markets","year":2025,"lang":"en","type":"article","venue":"International Business Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Coopetition; Business; Commerce; Industrial organization; International trade; Economics; Market economy","score_opus":0.019970460271804266,"score_gpt":0.27518436421909187,"score_spread":0.2552139039472876,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406698900","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15072802,0.026500814,0.009066589,0.19567363,0.0060932026,0.0028388798,0.00003167424,0.00021610523,0.6088511],"genre_scores_gemma":[0.9840512,0.007071206,0.000078940364,0.0073892428,0.0002492609,0.00011355322,0.0002699082,0.000011877717,0.0007647762],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9988777,0.000014597255,0.00057489786,0.0001792217,0.00024204087,0.00011156133],"domain_scores_gemma":[0.9982839,0.000053691856,0.00033045304,0.0001964507,0.0011328902,0.0000025636016],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005451213,0.00012556041,0.00019521102,0.00031899632,0.00007239695,0.00007849638,0.00035960588,0.00004094299,0.0007137127],"category_scores_gemma":[0.00042278893,0.000096275864,0.0000479245,0.0018909216,0.000060480423,0.00089181203,0.000100877536,0.000105149935,0.00004741718],"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":[0.0000897638,0.00042122725,0.123668015,0.009120033,0.00010117172,0.00003869331,0.000014148192,0.00019983148,0.00030544685,0.7592904,0.036132652,0.070618615],"study_design_scores_gemma":[0.0002532328,8.691533e-7,0.7462358,0.0045259646,0.000040788877,0.000005581741,0.000020199212,0.00030066795,0.000010896461,0.002942196,0.24556024,0.00010359216],"about_ca_topic_score_codex":0.00020242736,"about_ca_topic_score_gemma":0.00005602693,"teacher_disagreement_score":0.83332324,"about_ca_system_score_codex":0.000038651317,"about_ca_system_score_gemma":0.00006676791,"threshold_uncertainty_score":0.7814654},"labels":[],"label_agreement":null},{"id":"W4406832815","doi":"10.1017/s0266267124000415","title":"Intergenerational and intragenerational cooperation","year":2025,"lang":"en","type":"article","venue":"Economics and Philosophy","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Sociology; Psychology; Economics; Positive economics","score_opus":0.014847148381915644,"score_gpt":0.19984377260538105,"score_spread":0.1849966242234654,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406832815","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9012375,0.00017674058,0.0017790507,0.029478274,0.00064469024,0.00012122989,0.000005011202,0.000028558701,0.06652893],"genre_scores_gemma":[0.99325687,0.000086066226,0.00018464915,0.005214854,0.0010135171,0.000009367324,0.00012058251,0.0000042797856,0.00010981194],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99963397,0.0000019190788,0.00015247497,0.00014224782,0.00001582113,0.00005357187],"domain_scores_gemma":[0.9998257,0.000007270467,0.000046052774,0.000046122048,0.000071211514,0.0000035975113],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008802851,0.000071163544,0.00007129994,0.0001266207,0.00017344202,0.0002679469,0.000026649313,0.00003971607,0.00006097737],"category_scores_gemma":[0.000010273225,0.00007298405,0.000009769003,0.00009496886,0.00003608553,0.00068378466,0.000036805646,0.00004122635,0.000010637305],"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":[0.000010850334,0.000010112159,0.0017129843,0.00002036926,0.000010017961,1.00616774e-7,0.0000031420507,0.00029465783,0.00016474244,0.99419767,0.001175368,0.002399963],"study_design_scores_gemma":[0.00069565733,0.000008411558,0.017631415,0.000024427152,0.00002109055,0.0000019074946,0.000008472541,0.11311918,0.00019709746,0.6922556,0.17579007,0.0002466224],"about_ca_topic_score_codex":0.000015927046,"about_ca_topic_score_gemma":0.000021983284,"teacher_disagreement_score":0.30194205,"about_ca_system_score_codex":0.0000069973516,"about_ca_system_score_gemma":0.000017642904,"threshold_uncertainty_score":0.29762033},"labels":[],"label_agreement":null},{"id":"W4407028831","doi":"10.46254/wc01.20240166","title":"Conception of Competitive Processes using Coarse System Dynamics Based Models","year":2024,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Montreal Clinical Research Institute","funders":"","keywords":"Computer science; Dynamics (music); System dynamics; Artificial intelligence","score_opus":0.03751328762566804,"score_gpt":0.24112574866020234,"score_spread":0.2036124610345343,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407028831","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.17519505,0.00013186454,0.6961427,0.00037263325,0.0007411539,0.00036922112,0.000016991222,0.0005842793,0.12644611],"genre_scores_gemma":[0.9986144,0.0000012016187,0.0008054163,0.00014500914,0.00024743637,0.000006141337,0.000104438885,0.000016207481,0.000059751517],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9993492,0.000003867279,0.0002354733,0.00016070803,0.00014480685,0.000105959036],"domain_scores_gemma":[0.9992207,0.000021668953,0.000104019186,0.0000781558,0.00057252997,0.0000029147252],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013790958,0.00010445436,0.0001301787,0.00020941709,0.00006510993,0.00018157114,0.000069826834,0.000056557048,0.00006983387],"category_scores_gemma":[0.000012998569,0.00009052951,0.000027611275,0.0010092207,0.000052732466,0.0017091114,0.000022419079,0.000057568854,0.00002391997],"study_design_candidate":"simulation_or_modeling","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":[0.00001620462,0.000023621484,0.0001997767,0.0039924947,0.000012382652,0.0000033126291,0.000010385994,0.018332154,0.00055955217,0.9761122,0.00006841605,0.0006695197],"study_design_scores_gemma":[0.00013398968,0.0000035560884,0.00004916168,0.00062818185,0.00003941961,0.0000010032616,0.000837918,0.9961817,0.0002748531,0.0014346383,0.00030495296,0.00011059841],"about_ca_topic_score_codex":0.00032828416,"about_ca_topic_score_gemma":0.00007225266,"teacher_disagreement_score":0.97784954,"about_ca_system_score_codex":0.000054371707,"about_ca_system_score_gemma":0.0000820386,"threshold_uncertainty_score":0.36916864},"labels":[],"label_agreement":null},{"id":"W4407034356","doi":"10.1522/revueot.v33n3.1875","title":"L' offre territoriale, un levier d’attractivité des investissements : vers une revue systématique de la littérature","year":2025,"lang":"fr","type":"article","venue":"Revue Organisations & territoires","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Philosophy","score_opus":0.012638682100233679,"score_gpt":0.23775209801180414,"score_spread":0.22511341591157047,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407034356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4262615,0.03692972,0.014511085,0.36858907,0.018831706,0.003164968,0.00022944438,0.0011532939,0.1303292],"genre_scores_gemma":[0.9651695,0.0011730405,0.0031837586,0.0016667326,0.0056825737,0.000120052166,0.00030295216,0.000105942025,0.022595452],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.997651,0.00021148103,0.0007789415,0.00059459254,0.00020392751,0.00056007097],"domain_scores_gemma":[0.99820477,0.00026095356,0.000486232,0.00055188115,0.0004544134,0.00004176744],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00062379445,0.000496273,0.00048480873,0.00055218727,0.0010238829,0.0011925,0.00046168486,0.0007104117,0.00035691372],"category_scores_gemma":[0.0011028234,0.0005867994,0.00013875322,0.0032265962,0.00048077028,0.0028826785,0.00017052497,0.0007011963,0.000106734464],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00008992519,0.0013946823,0.100630194,0.015930703,0.0005753273,0.00016524117,0.0022004733,0.0005161482,0.039830733,0.53728926,0.10185925,0.19951805],"study_design_scores_gemma":[0.00079419423,0.00001951907,0.13265099,0.006560261,0.0004962104,0.0000466815,0.0004508955,0.00057562406,0.0029419402,0.04478032,0.81007314,0.0006102357],"about_ca_topic_score_codex":0.009638603,"about_ca_topic_score_gemma":0.0018124362,"teacher_disagreement_score":0.70821387,"about_ca_system_score_codex":0.0011762354,"about_ca_system_score_gemma":0.00078362017,"threshold_uncertainty_score":0.9998444},"labels":[],"label_agreement":null},{"id":"W4407355212","doi":"10.2139/ssrn.5133064","title":"Co-opetition in Reinsurance Markets: When Pareto Meets Stackelberg and Nash","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Stackelberg competition; Reinsurance; Pareto principle; Nash equilibrium; Pareto optimal; Game theory; Business; Microeconomics; Economics; Mathematical optimization; Multi-objective optimization; Operations management; Mathematics; Actuarial science","score_opus":0.01097806570362255,"score_gpt":0.2352123879331588,"score_spread":0.22423432222953624,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407355212","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69653606,0.015671492,0.008185318,0.02626733,0.0027404677,0.0015706721,0.00003442969,0.00029276122,0.24870148],"genre_scores_gemma":[0.99133295,0.0052008205,0.00006517043,0.0008938141,0.0010764529,0.00002959318,0.00015999695,0.000029100376,0.0012120795],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9974164,0.000045318782,0.00058704085,0.0004315308,0.00025576496,0.001263977],"domain_scores_gemma":[0.9988423,0.000029365216,0.0005521304,0.00023095557,0.00033468692,0.000010590095],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0022143738,0.0003324235,0.00037239157,0.0006403867,0.00021808359,0.0005589838,0.00034199542,0.00031161399,0.00007192227],"category_scores_gemma":[0.0001143806,0.00033348062,0.00007556131,0.00040008553,0.000056055596,0.0011614698,0.00017547913,0.0029961367,0.000017807546],"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":[0.00034933697,0.00010616876,0.022606531,0.0008938291,0.00016610927,0.000017054965,0.000036231882,0.00025759055,0.00009375291,0.954612,0.002574951,0.018286401],"study_design_scores_gemma":[0.0010592088,0.00001527954,0.017668849,0.00090379297,0.00006422955,0.000029160408,0.0002731867,0.001127415,0.000020230022,0.939834,0.038522635,0.00048204462],"about_ca_topic_score_codex":0.00051944127,"about_ca_topic_score_gemma":0.0022078922,"teacher_disagreement_score":0.29479694,"about_ca_system_score_codex":0.00051654846,"about_ca_system_score_gemma":0.0010123393,"threshold_uncertainty_score":0.9999117},"labels":[],"label_agreement":null},{"id":"W4407474149","doi":"10.1016/j.indmarman.2025.02.002","title":"From rivals to allies: Building and benefiting from coopetition capability","year":2025,"lang":"en","type":"article","venue":"Industrial Marketing Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Brock University","funders":"Economic and Social Research Council; Commonwealth Scholarship Commission; University of Leeds","keywords":"Coopetition; Business; Industrial organization; International trade; Market economy; Economics","score_opus":0.027582038327272844,"score_gpt":0.24359960280285772,"score_spread":0.21601756447558487,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407474149","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9492032,0.000043995795,0.002236882,0.0052262703,0.0012925768,0.0006867097,0.000016575217,0.0002000274,0.04109375],"genre_scores_gemma":[0.9933648,0.000011435877,0.0022530605,0.0020847495,0.0018467563,0.00006764242,0.00012815741,0.000020979123,0.00022243483],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981852,0.000053086686,0.0005632596,0.0006259343,0.00025388235,0.00031863578],"domain_scores_gemma":[0.9989826,0.0002885798,0.00024191449,0.00031018967,0.00016013798,0.000016571434],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0016622937,0.0002489504,0.00028266854,0.00037987114,0.00034871834,0.0007208191,0.00023457986,0.00015490194,0.00032250327],"category_scores_gemma":[0.00083498436,0.00026593744,0.000044510463,0.0010727084,0.000044584875,0.00070795504,0.00054172415,0.00021805213,0.00003952666],"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":[0.0020360602,0.000307482,0.18511906,0.00075211946,0.00066534476,0.000037446356,0.00011336058,0.0017760524,0.0044639106,0.17247921,0.045139376,0.5871106],"study_design_scores_gemma":[0.0042462796,0.000017621414,0.5555804,0.0035819241,0.00053177075,2.3978214e-7,0.0021400333,0.0047803298,0.00046524554,0.04429425,0.38316572,0.0011962318],"about_ca_topic_score_codex":0.003925997,"about_ca_topic_score_gemma":0.00008608165,"teacher_disagreement_score":0.5859143,"about_ca_system_score_codex":0.00008482067,"about_ca_system_score_gemma":0.00001418503,"threshold_uncertainty_score":0.99997926},"labels":[],"label_agreement":null},{"id":"W4407693828","doi":"10.3390/siuj6010020","title":"B2B: Five Practice-Changing Advances on the Horizon Summary","year":2025,"lang":"en","type":"article","venue":"Société Internationale d’Urologie Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"McGill University; University of British Columbia","funders":"Merck Sharp and Dohme; Johnson and Johnson","keywords":"Horizon; Data science; Computer science; Mathematics","score_opus":0.028295246805882582,"score_gpt":0.30104952522857875,"score_spread":0.2727542784226962,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407693828","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.12611142,0.0011539683,0.005693704,0.16324659,0.0073010544,0.0003389544,0.000005090828,0.00017193586,0.6959773],"genre_scores_gemma":[0.9647093,0.00036696077,0.00016161507,0.027331289,0.0027160987,0.00002767603,0.000032226613,0.000012252797,0.0046425834],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988466,0.0000346469,0.00032801728,0.00018362675,0.0003538933,0.00025321878],"domain_scores_gemma":[0.9981166,0.00052840135,0.0004782615,0.00013220211,0.00073864846,0.000005850265],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001015316,0.00015507799,0.00013052455,0.00041831326,0.00063156046,0.0005061812,0.0004376294,0.000086896536,0.0003853441],"category_scores_gemma":[0.0016721166,0.00010836288,0.00010223031,0.00063596264,0.00007534269,0.0021666056,0.0001396664,0.00058098725,0.00007716555],"study_design_candidate":"theoretical_or_conceptual","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":[0.00030989363,0.00015341848,0.003705795,0.00003438039,0.00018551009,0.000031640793,0.000049502243,0.0010913865,0.00013139535,0.86930525,0.068924196,0.056077607],"study_design_scores_gemma":[0.00066697254,0.000048087644,0.0067655407,0.00014160098,0.000069348695,0.000018295921,0.0029466045,0.0022353039,0.00009648404,0.101711996,0.88509077,0.00020901705],"about_ca_topic_score_codex":0.000015889022,"about_ca_topic_score_gemma":0.0000056202393,"teacher_disagreement_score":0.8385979,"about_ca_system_score_codex":0.000085548476,"about_ca_system_score_gemma":0.000065800996,"threshold_uncertainty_score":0.48811167},"labels":[],"label_agreement":null},{"id":"W4407872864","doi":"10.2139/ssrn.5138383","title":"Sorting into Entrepreneurial Teams","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Sorting; Business; Marketing; Computer science","score_opus":0.009276744454192807,"score_gpt":0.2363795437055821,"score_spread":0.2271027992513893,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407872864","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7761497,0.00547399,0.043918412,0.01852811,0.02107026,0.0014334292,0.0000067678875,0.000950097,0.13246927],"genre_scores_gemma":[0.9865995,0.00067208835,0.00009177474,0.0008608605,0.009463044,0.000020060092,0.00010551608,0.00003743958,0.0021497349],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9965157,0.000023634455,0.0007531984,0.00047685267,0.0003720822,0.0018585513],"domain_scores_gemma":[0.99812156,0.000022349142,0.0010131039,0.00033260637,0.00050001655,0.000010388722],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0018629452,0.00039356961,0.0003935743,0.00060034817,0.00048693447,0.0008079142,0.00068346283,0.0003670684,0.000117585594],"category_scores_gemma":[0.00024137941,0.00037688724,0.00023072255,0.000575707,0.000047274767,0.0008616461,0.0006729108,0.0048190854,0.0000952804],"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":[0.00012786311,0.00010935501,0.0066400715,0.0003632414,0.00030157337,0.0000071457266,0.000042010353,0.001356848,0.00014929297,0.8818149,0.0011235306,0.10796414],"study_design_scores_gemma":[0.00066239946,0.000012398409,0.00052718667,0.00027987343,0.00018275784,0.000019867724,0.00043962846,0.0017883579,0.00003275768,0.98187625,0.01371007,0.00046847167],"about_ca_topic_score_codex":0.0011339856,"about_ca_topic_score_gemma":0.00094160705,"teacher_disagreement_score":0.21044981,"about_ca_system_score_codex":0.00067856826,"about_ca_system_score_gemma":0.0028371494,"threshold_uncertainty_score":0.99986833},"labels":[],"label_agreement":null},{"id":"W4407924449","doi":"10.33005/jasf.v7i2.529","title":"Innovations in Strategic Finance and Accounting: Insights from Research Centers in a VUCA Environment","year":2024,"lang":"en","type":"article","venue":"Journal of Accounting and Strategic Finance","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Business; Accounting; Management accounting; Finance","score_opus":0.055796167318536434,"score_gpt":0.27334735667157795,"score_spread":0.21755118935304152,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4407924449","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9900714,0.003574576,0.00002850721,0.0013853436,0.00037259603,0.00014590134,0.0000027516921,0.00001697097,0.0044019287],"genre_scores_gemma":[0.99769956,0.0012016911,0.0002522745,0.00016060809,0.00060678483,0.000009400056,0.000011120734,0.000022576125,0.00003600867],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99789214,0.000028812201,0.0008859565,0.00039474343,0.00041601775,0.0003823247],"domain_scores_gemma":[0.99905056,0.00015160888,0.0003868716,0.00014574158,0.00025619505,0.000009033646],"candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0012716885,0.0002344297,0.00034540647,0.0012079958,0.00018581003,0.0010389354,0.00022053452,0.00016387751,0.000021105328],"category_scores_gemma":[0.00006339751,0.00021005716,0.00003580344,0.0020583703,0.00016513775,0.0027521094,0.00009399624,0.0009636439,0.000014110249],"study_design_candidate":"theoretical_or_conceptual","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":[0.00033147127,0.00045242347,0.08359778,0.0009978403,0.000060356753,0.0010557732,0.00073932967,0.0024059908,0.0075655347,0.8907041,0.0005144582,0.011574968],"study_design_scores_gemma":[0.0024927137,0.00013930247,0.5589677,0.0044929567,0.000046529847,0.00009168037,0.0049868273,0.04455392,0.00008645284,0.36194277,0.021299422,0.0008996814],"about_ca_topic_score_codex":0.00080909004,"about_ca_topic_score_gemma":0.00023420768,"teacher_disagreement_score":0.52876127,"about_ca_system_score_codex":0.000083857776,"about_ca_system_score_gemma":0.00015358735,"threshold_uncertainty_score":0.9999981},"labels":[],"label_agreement":null},{"id":"W4408075873","doi":"10.1016/j.indmarman.2025.02.020","title":"Guest editorial: A new era of coopetition research","year":2025,"lang":"en","type":"editorial","venue":"Industrial Marketing Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Ottawa","funders":"","keywords":"Coopetition; Business; Economics; Market economy","score_opus":0.053225441557976545,"score_gpt":0.3037964620774475,"score_spread":0.25057102051947094,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408075873","genre_codex":"editorial","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":"editorial","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00006574667,0.00006565673,0.000033059136,0.0011479517,0.8767634,0.0011265392,0.00002735525,0.00017085402,0.12059941],"genre_scores_gemma":[0.00033407166,0.0001562692,0.00010430261,0.000069544556,0.9884999,0.000100558434,0.0013504486,0.00007619233,0.009308725],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9941254,0.00022466826,0.0012985538,0.0009226535,0.0026931206,0.00073557143],"domain_scores_gemma":[0.9940424,0.0012778862,0.0011138502,0.00079616206,0.002743263,0.000026419588],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01027294,0.00053255825,0.00073171937,0.0014847605,0.000397534,0.0008464887,0.0010608461,0.0017687624,0.00032377915],"category_scores_gemma":[0.008012466,0.0005668999,0.000167094,0.0038301782,0.00015509376,0.0008898565,0.0010757189,0.0031985708,0.00015406152],"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":[0.0010896062,0.00012680127,0.00004663416,0.001670481,0.00017244616,0.000012875574,0.0000040753976,0.000022128592,0.0000088446595,0.0051397807,0.97737384,0.014332472],"study_design_scores_gemma":[0.0020598525,0.000024768922,0.000084311236,0.003949911,0.00023650142,6.4080794e-8,0.00007813744,0.000020620682,0.000008736097,0.0009954494,0.99209553,0.00044611545],"about_ca_topic_score_codex":0.0031975093,"about_ca_topic_score_gemma":0.00007591135,"teacher_disagreement_score":0.11173646,"about_ca_system_score_codex":0.00025639214,"about_ca_system_score_gemma":0.00063681905,"threshold_uncertainty_score":0.99967825},"labels":[],"label_agreement":null},{"id":"W4408113793","doi":"10.22541/au.174100912.21220068/v1","title":"Reframing plant strategies: Identifying a competitive-facilitative continuum","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Alberta","funders":"","keywords":"Cognitive reframing; Competitive advantage; Business; Computer science; Process management; Industrial organization; Psychology; Marketing; Social psychology","score_opus":0.04137715579303389,"score_gpt":0.28214979296756765,"score_spread":0.24077263717453376,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408113793","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.029913846,0.00021777373,0.03560801,0.0014014335,0.0035976553,0.0009590728,0.00016048783,0.0007568319,0.9273849],"genre_scores_gemma":[0.98504883,0.00003549831,0.0015777439,0.0021019788,0.001487578,0.00015424997,0.0022052696,0.00003740477,0.007351418],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99778277,0.000023803761,0.000701097,0.00074523146,0.00034124881,0.00040586846],"domain_scores_gemma":[0.9980263,0.000094580864,0.00056004315,0.00041762833,0.0008924436,0.000008978004],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00054491404,0.00049510726,0.0005724761,0.0006616702,0.00029226328,0.0017829252,0.000489475,0.00039246175,0.0006630475],"category_scores_gemma":[0.00013765768,0.00047656137,0.00015464974,0.00070842204,0.00012268785,0.0017912237,0.0009888546,0.0008368088,0.00022546925],"study_design_candidate":"theoretical_or_conceptual","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":[0.000069796355,0.00007833828,0.0007124973,0.0028829386,0.00016273344,0.00002277007,0.00023656929,0.00026769133,0.00024355706,0.9851147,0.00891727,0.0012911385],"study_design_scores_gemma":[0.0029597234,0.000030481315,0.033713132,0.009341448,0.0007024636,0.0000059435383,0.050408367,0.019718556,0.00063795946,0.40313256,0.4752178,0.0041315886],"about_ca_topic_score_codex":0.0018956349,"about_ca_topic_score_gemma":0.0010231903,"teacher_disagreement_score":0.955135,"about_ca_system_score_codex":0.00007725212,"about_ca_system_score_gemma":0.00023057687,"threshold_uncertainty_score":0.9997686},"labels":[],"label_agreement":null},{"id":"W4408617101","doi":"10.1561/111.00000074","title":"Value Chain Configuration and Coopetition","year":2025,"lang":"en","type":"article","venue":"Strategic Management Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Toronto","funders":"","keywords":"Coopetition; Value (mathematics); Business; Chain (unit); Industrial organization; Mathematics; Microeconomics; Economics; Statistics; Physics; Game theory","score_opus":0.023206844982611403,"score_gpt":0.2555012235818305,"score_spread":0.23229437859921911,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4408617101","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00132027,0.00987558,0.0017405224,0.009037433,0.00032016466,0.0009323774,7.6602703e-7,0.0001335349,0.97663933],"genre_scores_gemma":[0.92902213,0.031905856,0.00028443054,0.03171629,0.0004005267,0.0002590704,0.00040645676,0.000022870396,0.0059823478],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99909645,0.000014320152,0.00030380633,0.00028059538,0.00013886197,0.00016597346],"domain_scores_gemma":[0.9994861,0.000008061605,0.00016494618,0.00019835582,0.00013719943,0.0000053340987],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004749284,0.00016887912,0.00020966149,0.00020602447,0.0001624074,0.0002557868,0.00011923492,0.000044322132,0.0003857957],"category_scores_gemma":[0.000010448216,0.00015164123,0.00003493209,0.001026941,0.0000440816,0.0006301811,0.000049102768,0.00008406562,0.00013410761],"study_design_candidate":"theoretical_or_conceptual","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":[0.00000498434,0.000021348393,0.00006658814,0.008654806,0.000025511741,0.000003895018,5.9223726e-7,0.000004643959,0.00002310551,0.9709325,0.0049865064,0.015275539],"study_design_scores_gemma":[0.0011410558,0.000017041439,0.01030292,0.011016754,0.0006255267,0.0000027986512,0.0003491047,0.0026033074,0.000022720877,0.23252176,0.74074286,0.0006541472],"about_ca_topic_score_codex":0.00006357773,"about_ca_topic_score_gemma":0.000009667362,"teacher_disagreement_score":0.970657,"about_ca_system_score_codex":0.000016227936,"about_ca_system_score_gemma":0.000012751152,"threshold_uncertainty_score":0.618375},"labels":[],"label_agreement":null},{"id":"W4409352128","doi":"10.1016/j.jwb.2025.101647","title":"Towards a dynamic theory of lateral collaboration across multinational enterprise structures: A collection of insights","year":2025,"lang":"en","type":"article","venue":"Journal of World Business","topic":"Business Strategy and Innovation","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":"Western University","funders":"","keywords":"Multinational corporation; Dynamic capabilities; Knowledge management; Business; Economic geography; Industrial organization; Computer science; Economics","score_opus":0.00944390879156496,"score_gpt":0.26193237082182264,"score_spread":0.25248846203025765,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409352128","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9904109,0.00012110623,0.0056852438,0.0008657599,0.001278744,0.0001662074,0.0000069101493,0.000013466275,0.0014516664],"genre_scores_gemma":[0.9986421,0.00001583116,0.00045731675,0.00022993227,0.00023492162,0.0000033777849,0.000029443772,0.0000110744195,0.00037602452],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9984925,0.000026142861,0.000854066,0.00011921796,0.00038142712,0.00012665082],"domain_scores_gemma":[0.9941914,0.00004765845,0.0013695552,0.000113954666,0.004271458,0.000005950319],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004899406,0.00015091833,0.00033990946,0.0010589635,0.00012498304,0.00013495235,0.00023861328,0.00007997538,0.00007121405],"category_scores_gemma":[0.00025429548,0.00012499656,0.000078809,0.0046112332,0.000100308775,0.0016084012,0.00007320909,0.00013131043,0.0000013938602],"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":[0.014393723,0.00293743,0.22477487,0.0070865173,0.0012926899,0.000057389192,0.0025350165,0.018435718,0.11399575,0.5291893,0.007649635,0.077651955],"study_design_scores_gemma":[0.0028799886,0.000022157257,0.9374007,0.000797641,0.00013955496,0.00000780644,0.0004824488,0.0026046133,0.0030422462,0.04794523,0.0044565927,0.00022103285],"about_ca_topic_score_codex":0.00006993483,"about_ca_topic_score_gemma":0.00021768006,"teacher_disagreement_score":0.7126258,"about_ca_system_score_codex":0.000074319316,"about_ca_system_score_gemma":0.00023004062,"threshold_uncertainty_score":0.50972116},"labels":[],"label_agreement":null},{"id":"W4409490191","doi":"10.2139/ssrn.5208464","title":"Contextual Game Theory: Duopoly Pricing and Information Structure","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Duopoly; Game theory; Microeconomics; Economics; Industrial organization; Business; Cournot competition","score_opus":0.006381127312848674,"score_gpt":0.21256446136402543,"score_spread":0.20618333405117675,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409490191","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8327205,0.005135304,0.11038752,0.0074800714,0.004363029,0.0011820823,0.000039397335,0.00035947628,0.038332578],"genre_scores_gemma":[0.99590796,0.0006599844,0.00003332052,0.0015314842,0.0012900613,0.0000053631957,0.00014508949,0.0000138618925,0.0004129005],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99802965,0.00002237288,0.00048343602,0.00019985856,0.00024285686,0.0010218468],"domain_scores_gemma":[0.9986023,0.000025507808,0.00072029664,0.00016998246,0.00047338227,0.000008557328],"candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0012469538,0.00029597222,0.00028813534,0.0005828143,0.00028196923,0.00088235486,0.0002920081,0.00030787816,0.000046360485],"category_scores_gemma":[0.00016312214,0.0002596009,0.00007016656,0.00038725857,0.00005732614,0.0030792942,0.00030876562,0.0032100265,0.000013030376],"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":[0.00009034987,0.000008859391,0.0006167262,0.000205515,0.00012157373,5.914412e-7,0.00005434242,0.00028317934,0.000024879939,0.9394284,0.00012658339,0.059039004],"study_design_scores_gemma":[0.0007561736,0.000016777989,0.0030829906,0.00025293758,0.00015813141,0.00004619878,0.0012381163,0.0013156735,0.00001659631,0.9762364,0.01649954,0.0003804717],"about_ca_topic_score_codex":0.00018501001,"about_ca_topic_score_gemma":0.00021004555,"teacher_disagreement_score":0.16318738,"about_ca_system_score_codex":0.00028222954,"about_ca_system_score_gemma":0.0011387856,"threshold_uncertainty_score":0.99998564},"labels":[],"label_agreement":null},{"id":"W4409791067","doi":"10.61091/jcmcc127a-335","title":"Research on Competitive and Cooperative Strategies of Agricultural Product Marketing Based on Game Theory","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Agriculture; Marketing; Business; Game theory; Product (mathematics); Industrial organization; Economics; Microeconomics; Geography; Mathematics","score_opus":0.021341049211984504,"score_gpt":0.282589068230378,"score_spread":0.2612480190183935,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4409791067","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9461949,0.00014393477,0.00071948033,0.0006429252,0.00479264,0.00041025318,0.0000011834513,0.000025781452,0.0470689],"genre_scores_gemma":[0.99857265,0.000007709886,0.00021712708,0.00005664936,0.0011153639,0.0000023719103,0.0000025875338,0.000014594805,0.000010929814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9979541,0.00018085475,0.0007928902,0.00022667002,0.00059511635,0.0002503911],"domain_scores_gemma":[0.9951638,0.0016279357,0.00080735347,0.00015008973,0.0022317548,0.000019043375],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0048903236,0.00023743676,0.00055174547,0.0005832522,0.00035598336,0.00048669247,0.00023557086,0.00010629221,0.000008187145],"category_scores_gemma":[0.0012372099,0.0001787121,0.000069111535,0.0010232176,0.0002233732,0.0004920669,0.00014508088,0.0005174174,0.000001281053],"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":[0.0005228665,0.0004454206,0.00013075922,0.0006084518,0.00005709396,0.000003947618,0.00009834369,0.0005338137,0.0005788566,0.9960302,0.00016378831,0.0008264432],"study_design_scores_gemma":[0.007411858,0.00089716335,0.020469585,0.0055775945,0.00016093244,0.000009389132,0.011256067,0.010457385,0.0019018649,0.9405433,0.0008232441,0.00049160124],"about_ca_topic_score_codex":0.000009457455,"about_ca_topic_score_gemma":4.239563e-7,"teacher_disagreement_score":0.0554869,"about_ca_system_score_codex":0.0000464543,"about_ca_system_score_gemma":0.00014608126,"threshold_uncertainty_score":0.7287668},"labels":[],"label_agreement":null},{"id":"W4410034440","doi":"10.1007/s10843-025-00393-w","title":"Augmented CRMs as a potent strategy for overcoming challenges of digital global connectivity, global multi-sided platforms, and the emerging restrictive trade and commerce","year":2025,"lang":"en","type":"article","venue":"Journal of International Entrepreneurship","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Business; Entrepreneurship; Industrial organization; Computer science; International trade; Economic geography; Economics; Finance","score_opus":0.04227836109398605,"score_gpt":0.2978142742824502,"score_spread":0.2555359131884642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410034440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9738912,0.00080265966,0.0033769717,0.016486757,0.00056203874,0.00025997873,0.00002531713,0.000013593294,0.0045814808],"genre_scores_gemma":[0.9992105,0.00016247046,0.000060259208,0.00034609708,0.00018585703,0.0000045297234,0.000009228498,0.0000047945227,0.000016300815],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9989994,0.000011324241,0.000469806,0.00015481218,0.00023852946,0.00012611371],"domain_scores_gemma":[0.99869424,0.0002306263,0.0006256547,0.0000721756,0.0003656711,0.000011625983],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003768011,0.00013972713,0.00024050364,0.00013013105,0.00009490633,0.00024065193,0.00019499865,0.00005876054,0.0000051201073],"category_scores_gemma":[0.00070184626,0.000100861296,0.00008847435,0.00022516676,0.00011289903,0.0012066442,0.00010421163,0.00011746083,3.1058534e-7],"study_design_candidate":"theoretical_or_conceptual","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":[0.0021957094,0.00023134249,0.12237902,0.00012982525,0.0004086625,0.000008811704,0.00007556613,0.0006157563,0.00010283197,0.8439018,0.0001900225,0.029760621],"study_design_scores_gemma":[0.009992375,0.000078692654,0.7964867,0.0005328374,0.00019703132,0.00009519333,0.0026311965,0.012062057,0.0001306242,0.17688705,0.000702864,0.00020341633],"about_ca_topic_score_codex":0.00011146084,"about_ca_topic_score_gemma":0.00004728953,"teacher_disagreement_score":0.6741076,"about_ca_system_score_codex":0.00006664637,"about_ca_system_score_gemma":0.000046855836,"threshold_uncertainty_score":0.41130042},"labels":[],"label_agreement":null},{"id":"W4410055535","doi":"10.1108/sl-11-2024-0125","title":"A firm in strategic reality: leveraging constraints as opportunities","year":2025,"lang":"en","type":"article","venue":"Strategy and Leadership","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":7,"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 Calgary","funders":"","keywords":"Business; Industrial organization; Computer science","score_opus":0.3193688982610392,"score_gpt":0.29897656301175096,"score_spread":0.02039233524928824,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410055535","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38747472,0.0004808191,0.00007563103,0.010912204,0.00023262358,0.00020963837,0.0000017780629,0.00012132989,0.6004913],"genre_scores_gemma":[0.993442,0.000029395025,0.000009513056,0.0042417217,0.0001832913,0.000016258726,0.00004907677,0.000010937031,0.0020178084],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99885267,0.00002248661,0.0003330549,0.0003092718,0.00012325167,0.00035925236],"domain_scores_gemma":[0.99958664,0.00004270824,0.00010689745,0.00014422463,0.000107726104,0.00001178916],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046671205,0.00020677542,0.00021551791,0.000440436,0.00018029244,0.00040188697,0.00012919786,0.0001548237,0.00032233735],"category_scores_gemma":[0.00003718126,0.00020805468,0.000031089538,0.0007011624,0.0003026353,0.0010249317,0.00003337555,0.00030277943,0.0000326174],"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":[0.00006109333,0.00004580038,0.005235682,0.000491644,0.000020322963,0.000052912088,0.000074555064,0.000052712057,0.00012670552,0.9817077,0.0006347889,0.011496096],"study_design_scores_gemma":[0.0036679197,0.000057121983,0.13652979,0.0013759099,0.000121027806,0.00003086327,0.12753502,0.0038967754,0.00016638637,0.6991374,0.02615895,0.0013228679],"about_ca_topic_score_codex":0.00089760165,"about_ca_topic_score_gemma":0.000249254,"teacher_disagreement_score":0.6059673,"about_ca_system_score_codex":0.000020666623,"about_ca_system_score_gemma":0.00015560296,"threshold_uncertainty_score":0.84842235},"labels":[],"label_agreement":null},{"id":"W4410130407","doi":"10.1080/0267257x.2025.2499105","title":"Capabilities and collaborative marketing practices among rival cluster-based wine producers","year":2025,"lang":"en","type":"article","venue":"Journal of Marketing Management","topic":"Business Strategy and Innovation","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":"University of Ottawa","funders":"Loughborough University","keywords":"Wine; Business; Marketing; Cluster (spacecraft); Advertising; Computer science; Food science","score_opus":0.01047982553071037,"score_gpt":0.24273946221080636,"score_spread":0.232259636680096,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410130407","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8870099,0.00026990025,0.00065758673,0.014463101,0.0009183278,0.00052642386,8.470817e-7,0.000052299274,0.09610158],"genre_scores_gemma":[0.9940193,0.00005131544,0.0030542486,0.0011587598,0.00076288637,0.00001463519,0.000004907794,0.000019281693,0.0009146164],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981452,0.00021946867,0.0007340089,0.00027136056,0.00037840893,0.00025154048],"domain_scores_gemma":[0.996226,0.00060365413,0.0020899994,0.00018434641,0.0008835954,0.000012406306],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.010411771,0.000217169,0.0002966392,0.0007442743,0.00029772765,0.000591459,0.00023161786,0.00006298083,0.0000695211],"category_scores_gemma":[0.0036499768,0.00019123213,0.00006126468,0.0012020677,0.00013414508,0.0017705277,0.00018248676,0.00025186938,0.0000025266022],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.019874891,0.0010920339,0.659165,0.023426047,0.0018245869,0.00024069176,0.00032109133,0.0065353992,0.0008569743,0.021543346,0.1502171,0.114902824],"study_design_scores_gemma":[0.002676243,0.00003759961,0.85273594,0.0023204004,0.0004996285,0.0000044491303,0.006086063,0.0073930565,0.00007095582,0.0008786029,0.1268815,0.0004155654],"about_ca_topic_score_codex":0.000036179896,"about_ca_topic_score_gemma":0.000015718404,"teacher_disagreement_score":0.19357093,"about_ca_system_score_codex":0.00007476341,"about_ca_system_score_gemma":0.00006273454,"threshold_uncertainty_score":0.779822},"labels":[],"label_agreement":null},{"id":"W4410181374","doi":"10.1017/s1557466005003773","title":"India, China and the Global Pursuit of Energy: Coopetition and competition","year":2005,"lang":"en","type":"article","venue":"Japan focus","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Coopetition; China; Competition (biology); Business; Economic geography; Political science; Economics; Market economy","score_opus":0.006194240794427816,"score_gpt":0.1920542790684797,"score_spread":0.18586003827405187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410181374","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9167586,0.0003196953,0.0004684755,0.008017031,0.00010417123,0.00011452443,0.0000045394386,0.000039985065,0.074172966],"genre_scores_gemma":[0.9986751,0.00003790629,0.000041376657,0.0007316379,0.00042948543,0.00000700024,0.00002522645,0.0000049512923,0.000047284717],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9995194,0.000007801923,0.00015699145,0.00010859035,0.0001175145,0.000089701],"domain_scores_gemma":[0.999685,0.000010499244,0.00014257497,0.00007829945,0.000079419726,0.0000042260604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00020497557,0.00007924956,0.00011256628,0.00005112319,0.000114242524,0.0001374767,0.00006877984,0.00004625694,0.000066419234],"category_scores_gemma":[0.000017101824,0.00005768806,0.000015912077,0.00030395444,0.00015193602,0.00060835644,0.00005637949,0.000044316585,0.000008113566],"study_design_candidate":"theoretical_or_conceptual","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":[0.000059838494,0.00002158532,0.006107973,0.000030450305,0.000008128668,2.0373042e-7,0.000013122928,0.000006234937,0.00007500621,0.9679118,0.00017834651,0.02558736],"study_design_scores_gemma":[0.0033782567,0.00002212582,0.789094,0.00009232992,0.00008727332,0.000012823393,0.00015663644,0.0027501213,0.00026484227,0.15476567,0.049117144,0.00025880925],"about_ca_topic_score_codex":0.0004943104,"about_ca_topic_score_gemma":0.00016106828,"teacher_disagreement_score":0.8131461,"about_ca_system_score_codex":0.000009911124,"about_ca_system_score_gemma":0.0000060533685,"threshold_uncertainty_score":0.23524508},"labels":[],"label_agreement":null},{"id":"W4410367914","doi":"10.3390/jrfm18050265","title":"Digital Platform Capabilities for Transforming Cultural Heritage Business: Exploring the Mediating Role of Business Model Experimentation and Competitive Advantage","year":2025,"lang":"en","type":"article","venue":"Journal of risk and financial management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Competitive advantage; Business model; Business; Knowledge management; Industrial organization; Computer science; Marketing","score_opus":0.015729337928980833,"score_gpt":0.22575528440740406,"score_spread":0.2100259464784232,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410367914","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94346845,0.0005607004,0.051808707,0.00024770244,0.0003463632,0.00038756742,0.000018309742,0.000013018303,0.0031491506],"genre_scores_gemma":[0.9979294,0.0006433339,0.0010078269,0.00008499636,0.0002490359,0.000032820273,0.000015803787,0.000008980147,0.000027808526],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999084,0.0000036695387,0.0004861045,0.00012330072,0.00015837043,0.00014454003],"domain_scores_gemma":[0.9989403,0.00006171024,0.00039631504,0.00006161251,0.00053350633,0.0000065383147],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030944264,0.00014579599,0.00023982259,0.00023250275,0.00027673732,0.00021630758,0.00010484505,0.000034685116,0.0000014107738],"category_scores_gemma":[0.0001225078,0.0001048201,0.00004907176,0.00048079732,0.000098662,0.0030149003,0.00006390087,0.00009604811,1.4295402e-7],"study_design_candidate":"theoretical_or_conceptual","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":[0.0006518318,0.00012731452,0.0093938615,0.0016247979,0.000070893046,0.000003562834,0.0029876549,0.002079881,0.0009792086,0.5884799,0.00005531848,0.3935458],"study_design_scores_gemma":[0.010930483,0.00016505507,0.37111712,0.0029428343,0.0012173862,0.00001646266,0.34461385,0.03055513,0.0028262045,0.17141116,0.06286387,0.0013404604],"about_ca_topic_score_codex":0.00003249866,"about_ca_topic_score_gemma":0.000016980084,"teacher_disagreement_score":0.41706872,"about_ca_system_score_codex":0.000022105278,"about_ca_system_score_gemma":0.000021036114,"threshold_uncertainty_score":0.42744398},"labels":[],"label_agreement":null},{"id":"W4410638454","doi":"10.61869/umjc4895","title":"Contradictions in Canadian co-operation: A diffusion of innovation approach","year":2020,"lang":"en","type":"article","venue":"Journal of Co-operative Studies","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Diffusion; Innovation diffusion; Business; Economic geography; Economics; Physics; Thermodynamics; Marketing","score_opus":0.0721184989310329,"score_gpt":0.3101095117057427,"score_spread":0.2379910127747098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410638454","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9331071,0.0008322887,0.00278592,0.020127855,0.00044686042,0.00048004577,0.000015012256,0.000020773326,0.04218416],"genre_scores_gemma":[0.99674994,0.000086134125,0.00020511753,0.0021843088,0.0007071616,0.000006589725,0.000028737164,0.000009152582,0.000022853515],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9986644,0.000023476174,0.0008139468,0.0001155315,0.00022526555,0.00015742617],"domain_scores_gemma":[0.9979343,0.000027574826,0.0005158261,0.000053936903,0.0014526619,0.000015739357],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000493023,0.00013584665,0.00036695055,0.0006006807,0.00020784214,0.000082152845,0.000105874584,0.000054995333,0.00008303913],"category_scores_gemma":[0.00038555602,0.00010780798,0.00003633387,0.001208598,0.0001032581,0.0014071285,0.000016635548,0.00022237848,0.000010549118],"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":[0.00067660084,0.00060868135,0.3144237,0.0009175106,0.0007824217,0.00006673622,0.010726193,0.009421842,0.03324264,0.56369925,0.060982734,0.0044516674],"study_design_scores_gemma":[0.013633775,0.00085684244,0.5675271,0.0008940748,0.00039335078,0.00005547157,0.059253708,0.04042534,0.005633907,0.0040321145,0.30563712,0.0016571902],"about_ca_topic_score_codex":0.002720449,"about_ca_topic_score_gemma":0.0031890848,"teacher_disagreement_score":0.55966717,"about_ca_system_score_codex":0.00008013272,"about_ca_system_score_gemma":0.00022031105,"threshold_uncertainty_score":0.4396282},"labels":[],"label_agreement":null},{"id":"W4410785184","doi":"10.1093/9780199289011.003.0071","title":"Regulatory Filing Strategies Adopted by Innovator Companies","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Innovator; Business; Process management; Finance","score_opus":0.03443966471017976,"score_gpt":0.20865490037715595,"score_spread":0.1742152356669762,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410785184","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0012975385,0.00038693618,0.00047703314,0.00016241378,0.0006945284,0.00025671223,0.0000146649945,0.00051893445,0.99619126],"genre_scores_gemma":[0.47821406,0.000072008785,0.00027784426,0.0029735921,0.0025826262,0.000020772413,0.002233701,0.00024398486,0.5133814],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99824864,0.0000021014926,0.0006456098,0.00047485888,0.00032334245,0.00030542404],"domain_scores_gemma":[0.9983535,0.000013708186,0.00063655496,0.00041472376,0.00057212036,0.000009408904],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019845883,0.0005439472,0.00047285095,0.00045814126,0.00018187476,0.00051094755,0.00033855773,0.0005160526,0.0064388416],"category_scores_gemma":[0.000010990677,0.00050892367,0.00009714862,0.00023101116,0.00018473955,0.002114741,0.00015149976,0.0004389335,0.00081949367],"study_design_candidate":"theoretical_or_conceptual","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":[0.000025950225,0.000019574865,0.000025200772,0.00026333443,0.00006439638,0.000004737021,0.0000072268435,0.0000047106664,0.00012489152,0.93108094,0.06568767,0.0026913525],"study_design_scores_gemma":[0.00026085446,0.0000086551945,0.0003377629,0.00021320317,0.000078102545,0.0000017347679,0.00008169963,0.0001066593,0.000057982856,0.10174751,0.8963483,0.00075756427],"about_ca_topic_score_codex":0.00023584232,"about_ca_topic_score_gemma":0.00004176267,"teacher_disagreement_score":0.8306606,"about_ca_system_score_codex":0.000031762916,"about_ca_system_score_gemma":0.00007671633,"threshold_uncertainty_score":0.99995846},"labels":[],"label_agreement":null},{"id":"W4410785287","doi":"10.1093/9780199289011.003.0072","title":"Regulatory Filing Strategies Adopted by Generic Companies","year":2011,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Business","score_opus":0.04156520333108023,"score_gpt":0.20474441746351937,"score_spread":0.16317921413243913,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410785287","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0008408266,0.00057556067,0.0007196009,0.000106464046,0.0005844012,0.0002003836,0.000008717243,0.0004186312,0.99654543],"genre_scores_gemma":[0.33454224,0.00015248865,0.00035998767,0.0026387312,0.002836333,0.000019247724,0.0021060756,0.00022561025,0.6571193],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99856925,0.000001979575,0.00048158603,0.00041718257,0.0002660285,0.0002639761],"domain_scores_gemma":[0.9988172,0.000010255543,0.000491367,0.0003548203,0.00031752704,0.000008832682],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00013410788,0.00046447897,0.00039575054,0.00032050407,0.00020253965,0.00042496744,0.00028409195,0.0004057484,0.005975794],"category_scores_gemma":[0.0000053820113,0.00042997277,0.00010214613,0.00013445625,0.0001422436,0.0016332541,0.00012019022,0.00030230283,0.00071405823],"study_design_candidate":"theoretical_or_conceptual","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":[0.000017894352,0.000015687576,0.000015325935,0.0002194828,0.000055017314,0.000004346277,0.000005516389,0.000023290795,0.00015119388,0.934044,0.06239634,0.0030519117],"study_design_scores_gemma":[0.00023661251,0.000008688702,0.0004365159,0.00016518387,0.000115599854,0.0000020649786,0.000081700215,0.00037331748,0.000047763842,0.08790961,0.9098038,0.0008191518],"about_ca_topic_score_codex":0.00026713594,"about_ca_topic_score_gemma":0.000051186365,"teacher_disagreement_score":0.84740746,"about_ca_system_score_codex":0.00002546462,"about_ca_system_score_gemma":0.00005174074,"threshold_uncertainty_score":0.9998152},"labels":[],"label_agreement":null},{"id":"W4410790922","doi":"10.1002/mde.4563","title":"Key Resource Sharing and Sustainable Innovation in Innovation Consortium: A Multiagent Collaboration and Multihelix Perspective","year":2025,"lang":"en","type":"article","venue":"Managerial and Decision Economics","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":"Wilfrid Laurier University","funders":"Natural Science Foundation of Hunan Province; National Natural Science Foundation of China","keywords":"Business; Perspective (graphical); Key (lock); Resource (disambiguation); Knowledge management; Industrial organization; Computer science; Computer security","score_opus":0.014568723526082426,"score_gpt":0.2477527978132428,"score_spread":0.23318407428716037,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4410790922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9877653,0.00010375706,0.0028441236,0.0016210859,0.00020187165,0.00043390458,0.000001664344,0.00003660505,0.006991698],"genre_scores_gemma":[0.99770707,0.000077060926,0.00054390286,0.001127996,0.00015355609,0.000025623958,0.00004224226,0.0000113184215,0.00031121957],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9987711,0.0000065209747,0.00056488154,0.0004192791,0.000051849624,0.00018641507],"domain_scores_gemma":[0.9990806,0.000048013477,0.00025486,0.00012880737,0.00048222102,0.0000054746893],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00081098377,0.0001528432,0.00020177853,0.0013484649,0.00026565112,0.00079884456,0.000067416746,0.000111948684,0.000012428075],"category_scores_gemma":[0.00042186762,0.00016277035,0.000007983219,0.0020934183,0.000070734684,0.0016649171,0.00027418302,0.000098649565,0.0000029768205],"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":[0.00033819958,0.000030993662,0.014416599,0.000096711934,0.000010880181,0.0000030291455,0.00013429705,0.0004217861,0.00016960046,0.964642,0.00028864454,0.019447269],"study_design_scores_gemma":[0.005560797,0.000031143867,0.20448104,0.00018193622,0.000044536126,0.0000028688257,0.017467448,0.12389886,0.00012879123,0.57922006,0.06838435,0.00059815735],"about_ca_topic_score_codex":0.00048933976,"about_ca_topic_score_gemma":0.00021667784,"teacher_disagreement_score":0.38542193,"about_ca_system_score_codex":0.00008878553,"about_ca_system_score_gemma":0.00003030239,"threshold_uncertainty_score":0.7703276},"labels":[],"label_agreement":null},{"id":"W4411542363","doi":"10.2139/ssrn.5297868","title":"Incentivizing Data Collaboration: A Mechanism Design Approach","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Mechanism (biology); Mechanism design; Computer science; Economics; Microeconomics; Epistemology","score_opus":0.05247862350429263,"score_gpt":0.267582244297842,"score_spread":0.21510362079354936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411542363","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0015175209,0.0017700914,0.9762123,0.002812954,0.0020913759,0.0007024149,0.00001710345,0.00017386308,0.014702381],"genre_scores_gemma":[0.9784613,0.0022858118,0.0069175484,0.0012819477,0.006804631,0.00006750912,0.0017756014,0.00007732655,0.0023282813],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9967372,0.000055661007,0.0005980961,0.0006513756,0.0004352786,0.0015223846],"domain_scores_gemma":[0.9975619,0.000024608013,0.00085620745,0.000768546,0.00077914033,0.000009607888],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004086703,0.00038664826,0.00038597648,0.0005818022,0.0005484256,0.0014280096,0.0015474424,0.0003656863,0.00003433229],"category_scores_gemma":[0.00015654301,0.0003777691,0.00007291816,0.0012434594,0.000036848658,0.0022763603,0.0014132622,0.0035806298,0.00003400567],"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":[0.00007284399,0.000108840555,0.00006392244,0.00024333435,0.0002523928,0.0000028606319,0.000018362718,0.0036250486,0.00004189699,0.98703736,0.0021158766,0.0064172703],"study_design_scores_gemma":[0.00058594195,0.000011927232,0.000028574354,0.00021290408,0.00026176346,0.000024722349,0.0010309389,0.10964721,0.000016170454,0.87913597,0.008548986,0.0004948997],"about_ca_topic_score_codex":0.00021910248,"about_ca_topic_score_gemma":0.00016137611,"teacher_disagreement_score":0.97694385,"about_ca_system_score_codex":0.0005808481,"about_ca_system_score_gemma":0.0051727723,"threshold_uncertainty_score":0.99986744},"labels":[],"label_agreement":null},{"id":"W4411682505","doi":"10.1016/j.sheji.2025.03.001","title":"Bridging Design and Economics: A PSI Framework Analysis of Residency Matching Market Evolution","year":2025,"lang":"en","type":"article","venue":"She ji","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Bridging (networking); Matching (statistics); Economics; Computer science; Mathematics; Statistics","score_opus":0.01298784542990208,"score_gpt":0.22992257941318328,"score_spread":0.2169347339832812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411682505","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4917701,0.00019791619,0.4910637,0.0013551883,0.00022173458,0.00014418119,0.0000011096721,0.00005322393,0.015192867],"genre_scores_gemma":[0.9963972,0.000024247995,0.0028384228,0.00040855104,0.00011887822,0.000005973777,0.000009939824,0.000006467786,0.00019030363],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993728,0.000012020843,0.00026219743,0.00018136624,0.00005201529,0.0001196342],"domain_scores_gemma":[0.9995004,0.00006077043,0.00017553136,0.00015353871,0.00010673587,0.000003053901],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00051048124,0.00009051572,0.00018949757,0.00070076657,0.00012332282,0.00013658745,0.00008903522,0.000075439675,0.0001294808],"category_scores_gemma":[0.00010167636,0.00009359851,0.00004459116,0.0015230255,0.00003111332,0.0007724016,0.00006200685,0.00008923764,0.000004873464],"study_design_candidate":"theoretical_or_conceptual","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":[0.00012985436,0.00003802293,0.11205235,0.0003301788,0.00047095798,0.0000013156514,0.000049727507,0.011023118,0.0004355137,0.8616778,0.0022874644,0.011503645],"study_design_scores_gemma":[0.00016780385,0.0000028608572,0.6031569,0.00018428519,0.0005792521,1.8682906e-7,0.00013136634,0.18584192,0.00004630142,0.2092774,0.00046011875,0.00015158186],"about_ca_topic_score_codex":0.0005996294,"about_ca_topic_score_gemma":0.000053742166,"teacher_disagreement_score":0.65240043,"about_ca_system_score_codex":0.000027091424,"about_ca_system_score_gemma":0.000032837786,"threshold_uncertainty_score":0.38168362},"labels":[],"label_agreement":null},{"id":"W4411883922","doi":"10.52088/ijesty.v5i1.1111","title":"The Miracle of Cryptocurrency: Opportunity at Global Transaction Management, Future Market and Present Value Reality","year":2025,"lang":"en","type":"article","venue":"International Journal of Engineering Science and Information Technology","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Cryptocurrency; Miracle; Database transaction; Business; Value (mathematics); Commerce; Computer science; Computer security; Political science; Law","score_opus":0.006890013469293662,"score_gpt":0.23849287875273426,"score_spread":0.2316028652834406,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4411883922","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8573842,0.00044276565,0.051171716,0.05472101,0.004577092,0.0003481146,0.000011098616,0.000091098984,0.03125291],"genre_scores_gemma":[0.99916667,0.00028199732,0.0002944809,0.00016946706,0.00007053839,0.000002301762,0.0000017819666,9.095247e-7,0.000011858531],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992927,0.0000017536724,0.00031879483,0.000047426467,0.00026066025,0.00007868153],"domain_scores_gemma":[0.99882764,0.000010613019,0.00027540827,0.0000615943,0.0008181445,0.0000066300786],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00062297436,0.000054356977,0.00006638141,0.00049323105,0.00013551611,0.00012575136,0.0002643448,0.000042600328,0.000008142216],"category_scores_gemma":[0.00013244762,0.000041086998,0.000014425043,0.00076050404,0.00016501064,0.0030327113,0.00008784155,0.00008214002,4.5279333e-7],"study_design_candidate":"theoretical_or_conceptual","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":[0.00006496017,0.00001654188,0.0023263013,0.00010029666,0.00004094082,9.2088936e-7,0.000014349699,0.000434758,0.00021120846,0.80986816,0.0014183664,0.1855032],"study_design_scores_gemma":[0.0013271925,0.000040285064,0.37056765,0.00026992746,0.00005849156,0.00007185533,0.001019481,0.070898846,0.0013383135,0.030094378,0.5241046,0.00020897784],"about_ca_topic_score_codex":0.000009027821,"about_ca_topic_score_gemma":0.000001283405,"teacher_disagreement_score":0.7797738,"about_ca_system_score_codex":0.000059631813,"about_ca_system_score_gemma":0.000041052524,"threshold_uncertainty_score":0.21986425},"labels":[],"label_agreement":null},{"id":"W4412163060","doi":"10.3389/fhumd.2025.1554731","title":"The coopetition of human intelligence and artificial intelligence through the prism of irrationality","year":2025,"lang":"en","type":"article","venue":"Frontiers in Human Dynamics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université du Québec à Rimouski","funders":"","keywords":"Irrationality; Coopetition; Prism; Artificial intelligence; Human intelligence; Computer science; Epistemology; Economics; Rationality; Mathematical economics; Philosophy; Game theory; Physics","score_opus":0.029258734227729906,"score_gpt":0.27450341048546567,"score_spread":0.24524467625773577,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412163060","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3469323,0.0002991753,0.6305609,0.0030062192,0.0011019134,0.00055217906,0.0000055386686,0.000029909548,0.017511921],"genre_scores_gemma":[0.9992125,0.00003178595,0.00040085043,0.0001288189,0.00006609132,0.000011909063,0.000051982388,0.000005111289,0.00009097678],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.999105,0.000018849283,0.00049453956,0.00014165355,0.00013110456,0.00010884814],"domain_scores_gemma":[0.99928,0.000040190418,0.0002828236,0.00019555356,0.00019975995,0.0000017164712],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005072068,0.000091643386,0.00013604618,0.00010870229,0.0003597461,0.00009048312,0.00025345577,0.00006359913,0.000008521898],"category_scores_gemma":[0.00008063273,0.00006617072,0.000026236656,0.0006933982,0.0004904862,0.0004084921,0.00008607806,0.00014631342,4.6895383e-7],"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":[0.000019554234,0.00004143722,0.009746917,0.000097290314,0.0000126314835,1.5457007e-7,0.000079857564,0.00047580275,0.000073382645,0.9789591,0.0003148194,0.010179058],"study_design_scores_gemma":[0.000038726295,0.000008993259,0.024410626,0.00009014802,0.000019762281,1.106139e-7,0.001650782,0.061152566,0.00028653085,0.91168046,0.0005782476,0.00008304339],"about_ca_topic_score_codex":0.00039510967,"about_ca_topic_score_gemma":0.00067787134,"teacher_disagreement_score":0.6522802,"about_ca_system_score_codex":0.00003311094,"about_ca_system_score_gemma":0.00002041857,"threshold_uncertainty_score":0.27669126},"labels":[],"label_agreement":null},{"id":"W4412213910","doi":"","title":"Strategizing for Strong Sustainability in Business Network","year":2024,"lang":"en","type":"article","venue":"University of Southern Denmark Research Portal (University of Southern Denmark)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Sustainability; Business; Process management; Ecology","score_opus":0.03610317693688532,"score_gpt":0.25636404835697085,"score_spread":0.22026087142008555,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412213910","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95526314,0.00029132608,0.0053016325,0.0015970235,0.00019154964,0.0011192556,0.000254783,0.00010779743,0.035873473],"genre_scores_gemma":[0.99512655,0.000029647712,0.00035561295,0.000011987828,0.0002457752,4.4053496e-7,0.000106554195,0.000039205614,0.0040842216],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.99755555,0.00008308781,0.00031294007,0.0006296597,0.00067072373,0.0007480354],"domain_scores_gemma":[0.99716735,0.00021538007,0.00026965758,0.00038739337,0.0019164917,0.0000437469],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0023548163,0.00026384,0.00045229885,0.0010679822,0.0005624857,0.00013488534,0.00079721044,0.00028621178,0.0028698517],"category_scores_gemma":[0.00014838028,0.00033187916,0.00021815413,0.0033871157,0.00079362054,0.0011395771,0.00041004978,0.0005120709,0.0002866354],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01159975,0.0023628406,0.33647317,0.026838329,0.0017363345,0.003334203,0.021238675,0.018474692,0.0024843072,0.47356948,0.04083967,0.061048534],"study_design_scores_gemma":[0.004659839,0.00014247779,0.04071873,0.0020190545,0.00035500745,0.000009853333,0.820147,0.032177623,0.000016657135,0.04185777,0.056445602,0.0014504272],"about_ca_topic_score_codex":0.009458017,"about_ca_topic_score_gemma":0.0061261514,"teacher_disagreement_score":0.7989083,"about_ca_system_score_codex":0.00013653983,"about_ca_system_score_gemma":0.0005062388,"threshold_uncertainty_score":0.99991333},"labels":[],"label_agreement":null},{"id":"W4412791475","doi":"10.1016/j.insmatheco.2025.103133","title":"Co-opetition in reinsurance markets: When Pareto meets Stackelberg and Nash","year":2025,"lang":"en","type":"article","venue":"Insurance Mathematics and Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stackelberg competition; Reinsurance; Pareto principle; Nash equilibrium; Microeconomics; Pareto optimal; Economics; Mathematical economics; Business; Multi-objective optimization; Mathematical optimization; Mathematics; Operations management; Actuarial science","score_opus":0.012931680186107903,"score_gpt":0.21402483568635625,"score_spread":0.20109315550024834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412791475","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92306554,0.00021410381,0.00029307764,0.0015714562,0.00013208772,0.00018900739,0.0000073254823,0.00003009823,0.0744973],"genre_scores_gemma":[0.9975419,0.00041678254,0.00081298494,0.0009729082,0.00007997587,0.000023628747,0.000019967107,0.000013096869,0.000118754375],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9992157,0.0000036370977,0.00036954178,0.00021827684,0.0000326645,0.00016013293],"domain_scores_gemma":[0.9995651,0.000044648183,0.00017045873,0.00014796782,0.00006530149,0.000006510428],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00034765626,0.00014377157,0.00022938637,0.00018771472,0.00010587888,0.00029417346,0.00008613148,0.00008001574,0.000022042599],"category_scores_gemma":[0.00005095071,0.00014822363,0.000017296075,0.00016564707,0.00006504666,0.0009474767,0.00003999115,0.000088698,0.000013436768],"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":[0.00005503282,0.00008553551,0.083522104,0.0013783887,0.000022978098,0.0000025679253,0.000091517926,0.000088540044,0.0001421568,0.9064694,0.00093818066,0.00720359],"study_design_scores_gemma":[0.0018034244,0.000008854474,0.2865156,0.00074089284,0.000022137388,0.000005277716,0.00039952516,0.039380126,0.0001906633,0.605992,0.06439657,0.0005449502],"about_ca_topic_score_codex":0.000068304354,"about_ca_topic_score_gemma":0.00014653584,"teacher_disagreement_score":0.30047742,"about_ca_system_score_codex":0.000023069284,"about_ca_system_score_gemma":0.000014532961,"threshold_uncertainty_score":0.6044384},"labels":[],"label_agreement":null},{"id":"W4413142681","doi":"10.3138/jsp-2024-0027","title":"Use of ResearchGate and Academia.edu by Austrian Professors from Business Administration","year":2025,"lang":"en","type":"article","venue":"Journal of Scholarly Publishing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Administration (probate law); Business; Business management; Business administration; Political science; Law","score_opus":0.09136348338353019,"score_gpt":0.30139800932246275,"score_spread":0.21003452593893257,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413142681","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95250624,0.0003258278,0.000850608,0.04348731,0.0005872607,0.0001400558,0.000009843261,0.00001907811,0.0020738011],"genre_scores_gemma":[0.996999,0.00006137334,0.00054217613,0.0012777615,0.00061690115,0.0000022525562,0.000056061814,0.000013192633,0.00043127334],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9981003,0.00004434028,0.0008373438,0.00018234127,0.0006317421,0.00020397684],"domain_scores_gemma":[0.99440366,0.00015015411,0.0011076219,0.00014643258,0.004169777,0.000022333108],"candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0023693258,0.0001409528,0.0002776762,0.00082215294,0.00020782533,0.016740086,0.00042207114,0.00042966832,0.000037689333],"category_scores_gemma":[0.006535957,0.00012406746,0.000042640637,0.002124549,0.00007817253,0.13764128,0.00016926562,0.001864628,0.0000018132082],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0014947958,0.00040760753,0.47979924,0.0008607837,0.0003640317,0.00003868376,0.0001514836,0.000112940455,0.07547367,0.08796678,0.30251905,0.050810948],"study_design_scores_gemma":[0.0021818527,0.00004028651,0.82182753,0.0014736508,0.00018223994,0.0000071479603,0.0008658381,0.00052718056,0.0028096137,0.018660363,0.15109418,0.000330138],"about_ca_topic_score_codex":0.0007111068,"about_ca_topic_score_gemma":0.000034817585,"teacher_disagreement_score":0.3420283,"about_ca_system_score_codex":0.000046540797,"about_ca_system_score_gemma":0.00025344,"threshold_uncertainty_score":0.98428065},"labels":[],"label_agreement":null},{"id":"W4413167142","doi":"10.1504/ijesb.2025.147969","title":"How a coopetition-oriented mindset and competitive intensity drive coopetition behaviour to support export scale-up activities in a post-crisis environment","year":2025,"lang":"en","type":"article","venue":"International Journal of Entrepreneurship and Small Business","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"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":"","keywords":"Coopetition; Mindset; Entrepreneurship; Business; Industrial organization; Scale (ratio); Market economy; Economics; Computer science","score_opus":0.013053526930930478,"score_gpt":0.22197503822542639,"score_spread":0.2089215112944959,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413167142","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98149383,0.00002995232,0.0022915602,0.01418176,0.0011715232,0.00019071893,0.000025115074,0.000013993459,0.000601573],"genre_scores_gemma":[0.9968166,0.00008733106,0.0001659383,0.0022860097,0.00026584536,0.0000133206095,0.00013628029,0.00001204072,0.00021664315],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987247,0.000021463424,0.00045474354,0.00029739836,0.00031760838,0.00018408986],"domain_scores_gemma":[0.9978847,0.000047768128,0.0003879295,0.00010550666,0.0015470171,0.000027074459],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030682463,0.00021309347,0.00030687667,0.00091766485,0.000081536135,0.00044634836,0.00019989103,0.00008796696,0.000084893116],"category_scores_gemma":[0.00015853823,0.0002048646,0.000049658924,0.00046698417,0.00010277548,0.0013008142,0.00019337838,0.00019834263,0.000004961599],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023206838,0.00062783435,0.9477243,0.00015057842,0.00020144919,0.00030023814,0.0006520884,0.00009513789,0.0053016264,0.033690084,0.0011212761,0.007814703],"study_design_scores_gemma":[0.0017526547,0.000052766074,0.9859297,0.00042498438,0.000101786885,0.000097807206,0.002875915,0.000034876266,0.0012571458,0.00092140725,0.0062848143,0.00026613456],"about_ca_topic_score_codex":0.0002146667,"about_ca_topic_score_gemma":0.00031567056,"teacher_disagreement_score":0.038205408,"about_ca_system_score_codex":0.00007512803,"about_ca_system_score_gemma":0.00006251323,"threshold_uncertainty_score":0.8354136},"labels":[],"label_agreement":null},{"id":"W4413170375","doi":"10.2139/ssrn.5374675","title":"&lt;span&gt;Creating and Taming Discord: How Firms Manage Embedded Competition in Alliance Portfolios to Limit Alliance Termination&lt;/span&gt;","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Alliance; Span (engineering); Limit (mathematics); Competition (biology); Life span; Business; Management; Computer science; Structural engineering; Engineering; Political science; Mathematics; Economics; Law; Medicine; Gerontology; Biology; Mathematical analysis; Ecology","score_opus":0.012314291972776914,"score_gpt":0.23912294676500864,"score_spread":0.22680865479223172,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413170375","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8778313,0.0046762815,0.06289427,0.022512475,0.0023602168,0.0024202082,0.00003105373,0.00034123944,0.026932953],"genre_scores_gemma":[0.98722124,0.0034919258,0.00071451126,0.00079838187,0.0015957446,0.00010949105,0.00023664019,0.00006497933,0.0057670693],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99575746,0.00005262728,0.0008625484,0.0008691767,0.00054908026,0.0019090844],"domain_scores_gemma":[0.99785644,0.000049213977,0.0011428824,0.00041371665,0.00050166034,0.000036103014],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0017337252,0.0006369911,0.0006726517,0.0007697221,0.00053531065,0.0013406897,0.00067762675,0.00036348565,0.000049940834],"category_scores_gemma":[0.00024962574,0.00066723395,0.00014318839,0.0013385013,0.00007408076,0.0019756563,0.0005732345,0.002669706,0.000024214467],"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":[0.00037926095,0.00041999004,0.021459674,0.0025356312,0.00045675572,0.0001294358,0.0003968314,0.009201271,0.002376282,0.8674249,0.0014186095,0.093801364],"study_design_scores_gemma":[0.006282298,0.00028276816,0.24651763,0.017732928,0.0010045415,0.00029785812,0.0054674046,0.11959619,0.0003216307,0.5355892,0.060841672,0.006065882],"about_ca_topic_score_codex":0.00019151715,"about_ca_topic_score_gemma":0.0032780308,"teacher_disagreement_score":0.3318357,"about_ca_system_score_codex":0.0007897772,"about_ca_system_score_gemma":0.0006301138,"threshold_uncertainty_score":0.999696},"labels":[],"label_agreement":null},{"id":"W4413314951","doi":"10.2139/ssrn.5395431","title":"A Model of the Babbage Firm","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science","score_opus":0.021752956192534572,"score_gpt":0.23248979309411283,"score_spread":0.21073683690157827,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413314951","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72408617,0.0046086856,0.08227522,0.023414036,0.006203754,0.0013677201,0.00003319766,0.00021353496,0.1577977],"genre_scores_gemma":[0.9944675,0.0003975746,0.000048980022,0.00061990746,0.00081464445,0.000008714183,0.0000139545755,0.000016615784,0.0036121015],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9980974,0.000012547975,0.0004515113,0.00021012522,0.0002901875,0.0009382129],"domain_scores_gemma":[0.9984519,0.000010458859,0.00075205974,0.00033788063,0.00044412835,0.000003591331],"candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0011322869,0.00022006928,0.00025714157,0.00025148844,0.00023409486,0.00016220164,0.00078521966,0.00022166246,0.000030147869],"category_scores_gemma":[0.000081120765,0.00015800697,0.00021585495,0.00050498615,0.000053833704,0.000391309,0.000562579,0.0031553677,0.000008207382],"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":[0.000036208632,0.000058207464,0.0014493298,0.0002678448,0.00013394502,2.8082664e-7,0.000013994893,0.01898325,0.00016538013,0.9733823,0.000784708,0.0047245845],"study_design_scores_gemma":[0.00030457642,0.0000043715336,0.0009445905,0.0002711263,0.00013989065,0.000005159293,0.00011616975,0.050132934,0.000033328237,0.9460746,0.0017753827,0.0001978665],"about_ca_topic_score_codex":0.00024505617,"about_ca_topic_score_gemma":0.0004924869,"teacher_disagreement_score":0.27038136,"about_ca_system_score_codex":0.00025053334,"about_ca_system_score_gemma":0.002500558,"threshold_uncertainty_score":0.9991444},"labels":[],"label_agreement":null},{"id":"W4413405771","doi":"10.1007/978-3-032-04512-6_2","title":"Digital Sourcing Within Digital Platform Ecosystems: A Complementor Perspective","year":2025,"lang":"en","type":"book-chapter","venue":"Lecture notes in business information processing","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal; Université TÉLUQ","funders":"","keywords":"Perspective (graphical); Ecosystem; Business; Digital ecosystem; Computer science; Ecology; Knowledge management; Biology; Artificial intelligence","score_opus":0.01614105102801106,"score_gpt":0.22415412040078003,"score_spread":0.20801306937276898,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413405771","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0003889887,0.00031653396,0.15026401,0.0015919509,0.0011109898,0.0010402008,0.00011229538,0.0004996022,0.8446754],"genre_scores_gemma":[0.9875616,0.000010858063,0.00038109743,0.00235565,0.001655474,0.000059279308,0.0041621844,0.00010855936,0.0037053407],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99697566,0.0000020015755,0.0014745744,0.00045345433,0.00063443393,0.00045987702],"domain_scores_gemma":[0.99540573,0.0000706492,0.0017308736,0.0003185487,0.0024576515,0.000016550475],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0002689078,0.0007632844,0.00068183156,0.0019260747,0.00044618218,0.005023215,0.00042809462,0.0005786244,0.0001887937],"category_scores_gemma":[0.00068494823,0.00072858075,0.0001127615,0.001270876,0.000121365265,0.020121431,0.00027379792,0.00072236947,0.00019842578],"study_design_candidate":"theoretical_or_conceptual","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":[0.0003909322,0.00010401655,0.0015469553,0.010276124,0.00016412376,0.000022020065,0.0012620474,0.014129431,0.0000073707088,0.5356112,0.0009327521,0.435553],"study_design_scores_gemma":[0.0041092993,0.000033721382,0.00082225475,0.015980035,0.0003077391,0.000048154285,0.0016182305,0.11279669,0.000054475193,0.23944932,0.62040746,0.0043726047],"about_ca_topic_score_codex":0.000106047206,"about_ca_topic_score_gemma":0.00017366942,"teacher_disagreement_score":0.98717254,"about_ca_system_score_codex":0.00048997044,"about_ca_system_score_gemma":0.00040100914,"threshold_uncertainty_score":0.99951655},"labels":[],"label_agreement":null},{"id":"W4413444277","doi":"10.1016/j.envsci.2025.104183","title":"How can we better account for experiential knowledge in co-production frameworks?","year":2025,"lang":"en","type":"article","venue":"Environmental Science & Policy","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Production (economics); Experiential knowledge; Experiential learning; Knowledge production; Knowledge management; Business; Computer science; Process management; Psychology; Economics; Microeconomics; Mathematics education","score_opus":0.014244913777419443,"score_gpt":0.2699681782386865,"score_spread":0.2557232644612671,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413444277","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9655053,0.000050241328,0.000750976,0.02805378,0.000898821,0.00036936204,0.0000036259612,0.00003598089,0.004331892],"genre_scores_gemma":[0.9952556,0.000011493603,0.00014151985,0.0022868556,0.0013789908,0.00008825751,0.000027036447,0.000009429737,0.00080081174],"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988668,0.0000040292425,0.00016770579,0.0004014672,0.00019238664,0.00036762495],"domain_scores_gemma":[0.9996758,0.000008309937,0.000089201094,0.0001965397,0.000020533947,0.000009605785],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027628127,0.00014110071,0.000109546025,0.00061755977,0.00040762688,0.000460665,0.00028056934,0.00010118858,0.000057671918],"category_scores_gemma":[0.000075668584,0.0001364835,0.00003391442,0.0014436556,0.00046173992,0.0021775062,0.00011911247,0.00015729827,0.000034074365],"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":[0.00014878267,0.0009769207,0.07838875,0.00026617112,0.000021254142,0.0000029867942,0.0016509781,0.00029036333,0.32206738,0.27994087,0.011703262,0.30454227],"study_design_scores_gemma":[0.0015623567,0.000030455496,0.34705862,0.00021567364,0.000030850424,0.0000022092593,0.0055935318,0.0033001779,0.045539327,0.031004144,0.5647437,0.0009189456],"about_ca_topic_score_codex":0.00023510554,"about_ca_topic_score_gemma":0.000075472795,"teacher_disagreement_score":0.55304044,"about_ca_system_score_codex":0.00027496324,"about_ca_system_score_gemma":0.00006495415,"threshold_uncertainty_score":0.55656356},"labels":[],"label_agreement":null},{"id":"W4413497579","doi":"10.64628/aak.juygr6n5s","title":"Les supporters de clubs de football face à la marchandisation de leur sport","year":2023,"lang":"fr","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Baptist Seminary and Bible College","funders":"","keywords":"Political science; Football; Humanities; Face (sociological concept); Art; Sociology; Law","score_opus":0.0393523520494054,"score_gpt":0.26739138526318884,"score_spread":0.22803903321378344,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413497579","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8830344,0.00019747879,0.021636274,0.023434144,0.00074325496,0.0002874768,0.0000061550445,0.00043929426,0.070221506],"genre_scores_gemma":[0.9519884,0.00018618698,0.00048128323,0.0016939307,0.0008029923,0.000026917398,0.00032090006,0.000047143676,0.04445227],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9984022,0.00002461734,0.00035426344,0.00029413073,0.00021588747,0.00070892187],"domain_scores_gemma":[0.9993661,0.000044407825,0.00019073338,0.00017659178,0.00019452878,0.000027619466],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0013516587,0.00023567547,0.00018758689,0.00034664877,0.00026128482,0.00042770465,0.00020517806,0.00029101162,0.0013576112],"category_scores_gemma":[0.000086908134,0.00025792856,0.0000836324,0.0010559546,0.000114496186,0.0014307038,0.00010595188,0.00024612184,0.00057013944],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00007866441,0.00011979747,0.66316557,0.0010759314,0.00006866311,0.00013724518,0.00045507785,0.001216992,0.0012479645,0.25219285,0.04450848,0.03573278],"study_design_scores_gemma":[0.00057619053,0.000014407249,0.62080723,0.0001775791,0.00010352298,0.000022849195,0.0016876737,0.04433102,0.00025774597,0.007713365,0.323907,0.0004014173],"about_ca_topic_score_codex":0.0073839016,"about_ca_topic_score_gemma":0.0006477158,"teacher_disagreement_score":0.2793985,"about_ca_system_score_codex":0.00016339403,"about_ca_system_score_gemma":0.00016245322,"threshold_uncertainty_score":0.9999873},"labels":[],"label_agreement":null},{"id":"W4413548597","doi":"10.64628/aam.n5durnpfr","title":"‘The Prime Effect’ means retailers must innovate during the holidays and beyond","year":2019,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Prime (order theory); Business; Commerce; Economic geography; Advertising; Economics; Mathematics; Combinatorics","score_opus":0.0060324815838651595,"score_gpt":0.18635895673567318,"score_spread":0.18032647515180802,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413548597","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8937609,0.00003877648,0.000035020515,0.003865118,0.00040212204,0.00035111263,3.050483e-7,0.00008963591,0.10145697],"genre_scores_gemma":[0.9953399,0.000009423741,0.000011499934,0.0011991251,0.00034210173,0.000015084332,0.000007903784,0.00001820081,0.0030567825],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99915785,0.000010485837,0.0002096713,0.0002025155,0.00017169878,0.00024776632],"domain_scores_gemma":[0.99937665,0.000046428664,0.0001416489,0.00027940632,0.00015168109,0.0000042016945],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006030565,0.00015020752,0.000117964744,0.000089054585,0.0005365767,0.00057896617,0.00020017485,0.000060467373,0.00016427936],"category_scores_gemma":[0.000048241414,0.000078476085,0.000026654727,0.00079315377,0.00009203888,0.0009630918,0.00013967593,0.00017655482,0.00032206875],"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":[0.00028702803,0.000044346198,0.22977847,0.0006304911,0.000134534,0.000006983979,0.000110712615,0.000111068555,0.03449565,0.7039056,0.0051561967,0.025338951],"study_design_scores_gemma":[0.002391203,0.000035304227,0.76816064,0.000079131205,0.00008362931,0.00001196538,0.0007686213,0.0065951655,0.0041426253,0.004154282,0.21285774,0.0007197051],"about_ca_topic_score_codex":0.0000859916,"about_ca_topic_score_gemma":0.00003482113,"teacher_disagreement_score":0.6997513,"about_ca_system_score_codex":0.00001181009,"about_ca_system_score_gemma":0.000008650754,"threshold_uncertainty_score":0.5582984},"labels":[],"label_agreement":null},{"id":"W4413679917","doi":"10.1109/iceti4t63625.2025.11132283","title":"Cognitive Supply Chain Innovations: Enabling Self-Sovereign Identity and P2P Lending Platforms in Vendor-Managed Systems","year":2025,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"PotashCorp (Canada)","funders":"","keywords":"Vendor; Supply chain; Identity (music); Business; Sovereignty; Computer science; Industrial organization; Knowledge management; Marketing","score_opus":0.02608115842620993,"score_gpt":0.2563873796564566,"score_spread":0.23030622123024666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413679917","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8934934,0.0002579196,0.008102072,0.00041998964,0.0006518096,0.0007127501,0.00000424097,0.00025661194,0.096101165],"genre_scores_gemma":[0.9981774,0.00003711464,0.00007281638,0.0009044242,0.00022240789,0.000058466732,0.00011567316,0.000013867256,0.00039782855],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99876696,0.000007117935,0.00046667617,0.00031068077,0.00017929293,0.00026927673],"domain_scores_gemma":[0.99929667,0.00007296336,0.00019247421,0.000115156094,0.00031770917,0.000005005257],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007986269,0.00018181732,0.00022438816,0.0012071125,0.00028376657,0.0007019194,0.00012981344,0.00010929361,0.0000679727],"category_scores_gemma":[0.00021471237,0.00017336594,0.00002192824,0.0032679597,0.000036983885,0.0048583285,0.0001467067,0.00021416415,0.00003079107],"study_design_candidate":"theoretical_or_conceptual","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":[0.000028501823,0.00005473296,0.06348493,0.0005011539,0.000036930192,0.000007167766,0.00003038174,0.000052042444,0.00014849623,0.933642,0.00021661392,0.001796995],"study_design_scores_gemma":[0.008997519,0.000032425556,0.64255536,0.0038160274,0.00026322706,0.000010938856,0.01847342,0.08978921,0.00057846284,0.22167084,0.012048612,0.0017639586],"about_ca_topic_score_codex":0.0012149772,"about_ca_topic_score_gemma":0.00024132333,"teacher_disagreement_score":0.7119712,"about_ca_system_score_codex":0.000059294147,"about_ca_system_score_gemma":0.00003536449,"threshold_uncertainty_score":0.7069658},"labels":[],"label_agreement":null},{"id":"W4413872439","doi":"10.5267/j.ijiec.2025.8.002","title":"Environmental preference utility and evolutionary game of collaborative innovation of asymmetric technology enterprises based on complex networks","year":2025,"lang":"en","type":"article","venue":"International Journal of Industrial Engineering Computations","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Preference; Industrial organization; Business; Microeconomics; Game theory; Computer science; Economics; Environmental economics; Knowledge management","score_opus":0.028832685891976878,"score_gpt":0.242532338632011,"score_spread":0.21369965274003414,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4413872439","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7156838,0.00008527054,0.28051838,0.0015129384,0.0012477784,0.0002099013,0.000032813226,0.000025306668,0.00068376726],"genre_scores_gemma":[0.9986668,0.0000059330246,0.0010126291,0.00007512298,0.00018362887,0.000002665271,0.00004606376,0.000004815589,0.0000023447742],"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9989932,0.000008954477,0.00060872483,0.00008914413,0.00023276483,0.000067196306],"domain_scores_gemma":[0.998323,0.00013272118,0.0006110898,0.00005701514,0.00087173696,0.000004437527],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00019281355,0.00009459233,0.00017799115,0.0019589318,0.000029598576,0.000031844687,0.00017462851,0.00009549437,0.000019136309],"category_scores_gemma":[0.00040557815,0.00009553604,0.00002954655,0.001915975,0.0000745353,0.00034278003,0.00004969521,0.00019895972,3.5753123e-7],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00030721969,0.00031572607,0.0566115,0.00003466957,0.00017094561,0.0000026394264,0.000011689356,0.8554718,0.0012362268,0.06142033,0.00048812517,0.023929153],"study_design_scores_gemma":[0.0020074106,0.00007963605,0.23975472,0.000454079,0.00004752836,0.0000033639153,0.00008674672,0.7533337,0.0004973936,0.002132907,0.0014844385,0.00011811847],"about_ca_topic_score_codex":0.000009675573,"about_ca_topic_score_gemma":3.72075e-7,"teacher_disagreement_score":0.28298295,"about_ca_system_score_codex":0.000053864725,"about_ca_system_score_gemma":0.000085574575,"threshold_uncertainty_score":0.38958466},"labels":[],"label_agreement":null},{"id":"W4414124699","doi":"10.2139/ssrn.5468454","title":"Creating a New Model for Technology Commercialization in the Canadian Context","year":2025,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"York University","funders":"","keywords":"Commercialization; Context (archaeology); Stakeholder; Technology transfer; Market research","score_opus":0.01833900897599329,"score_gpt":0.25150977835269656,"score_spread":0.23317076937670328,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414124699","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10857564,0.0015333741,0.67171276,0.17488897,0.0005812373,0.0011406731,0.000001623613,0.000094333416,0.04147139],"genre_scores_gemma":[0.9946151,0.000032719152,0.000060278027,0.004339017,0.00026819346,0.000014800998,0.0000133509075,0.000007583413,0.00064896885],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99884874,0.0000057427974,0.00020759336,0.00009228556,0.00006934094,0.0007762888],"domain_scores_gemma":[0.9996082,0.000015226738,0.00011143221,0.000078297075,0.00018298773,0.000003832736],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009618123,0.00008118312,0.0000923529,0.0006017529,0.000513146,0.00022090961,0.00023376064,0.000094563795,0.000005495416],"category_scores_gemma":[0.00014967247,0.000065049295,0.000027281258,0.0011047754,0.000021379183,0.00045733576,0.0000120288805,0.00057106523,0.000003816341],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014845991,0.000010135465,0.0043368638,0.000008644923,0.000011199116,2.3403985e-7,0.000035502697,0.0007149185,0.000012688215,0.9649268,0.0009560059,0.02897217],"study_design_scores_gemma":[0.00061926205,0.0000075758,0.0009330554,0.00003801427,0.00002270391,0.0000056916333,0.0015348744,0.08525973,0.0000031922648,0.89918935,0.012305325,0.000081249105],"about_ca_topic_score_codex":0.046094075,"about_ca_topic_score_gemma":0.81367624,"teacher_disagreement_score":0.88603944,"about_ca_system_score_codex":0.00036447638,"about_ca_system_score_gemma":0.002478374,"threshold_uncertainty_score":0.96025807},"labels":[],"label_agreement":null},{"id":"W4414155722","doi":"10.70862/csir.2025.0202-14","title":"Model for Building a PropTech Ecosystem Through a Network of e-Platforms and Software Service Integration","year":2025,"lang":"en","type":"article","venue":"Computer Science and Interdisciplinary Research Journal.","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Optech (Canada)","funders":"","keywords":"Conceptualization; Modular design; Business model; Conceptual model; Database transaction; Component (thermodynamics); Software architecture; Software; Data modeling; Business process modeling","score_opus":0.08914763386812452,"score_gpt":0.36934224856440595,"score_spread":0.28019461469628143,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414155722","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32771727,0.00012460096,0.6683587,0.0027455206,0.00029764202,0.00032880972,9.420116e-7,0.000019727353,0.00040678817],"genre_scores_gemma":[0.97302765,0.000024477042,0.026052332,0.0003711816,0.00045577213,0.000023271828,0.0000025959175,0.0000067681776,0.000035950718],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","domain_scores_codex":[0.9986111,0.000007725527,0.00034978613,0.0002885203,0.00038574776,0.0003571466],"domain_scores_gemma":[0.99642885,0.00006376083,0.00016064521,0.00014859001,0.003181783,0.00001637482],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034409172,0.000111719826,0.00018002317,0.00045880236,0.0014503385,0.0008900492,0.00042186934,0.000056026303,0.0000021417804],"category_scores_gemma":[0.00011142824,0.00008135172,0.000026959102,0.0022930359,0.00023133346,0.0040861047,0.0012477234,0.00028470947,8.99049e-7],"study_design_candidate":"simulation_or_modeling","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":[0.0006393584,0.00022564355,0.0034806505,0.0035131671,0.000080083955,0.000009240916,0.002105198,0.015016819,0.007960273,0.5158691,0.023361016,0.42773947],"study_design_scores_gemma":[0.00026277287,0.0000504559,0.0008172254,0.00085610495,0.000007148875,0.000014058092,0.00026776732,0.8104323,0.00013485516,0.18672696,0.00035167366,0.00007863859],"about_ca_topic_score_codex":0.000007840119,"about_ca_topic_score_gemma":0.000029982255,"teacher_disagreement_score":0.7954155,"about_ca_system_score_codex":0.000060080012,"about_ca_system_score_gemma":0.00021737313,"threshold_uncertainty_score":0.9998496},"labels":[],"label_agreement":null},{"id":"W4414240517","doi":"10.22329/cjpp.v11i1.9266","title":"Sphere Mapping and Leadership in Business","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Practical Philosophy","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Ottawa; Keyano College","funders":"","keywords":"Business ethics; Business analysis; Business relationship management; Philosophy of business; Business management; New business development; Business rule; Business process modeling","score_opus":0.20866612192091688,"score_gpt":0.2642795436772349,"score_spread":0.055613421756318004,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414240517","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18540247,0.007303012,0.0028062866,0.639716,0.004388022,0.00031474436,0.000004305674,0.00006588208,0.15999922],"genre_scores_gemma":[0.99507916,0.000011336398,0.00022981499,0.002686093,0.0019337005,8.4953933e-7,0.0000027060967,0.00001638898,0.000039953364],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992074,0.000009816475,0.00031277744,0.00012234216,0.0001195406,0.00022812052],"domain_scores_gemma":[0.99947083,0.000056832763,0.00011223004,0.00006145492,0.00025468133,0.000043974815],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00043920067,0.00010582927,0.00014782723,0.00068351184,0.00007342259,0.00050500676,0.00008268912,0.000086344364,0.00026258364],"category_scores_gemma":[0.0004455163,0.00009600791,0.000029213714,0.0012623315,0.0000933526,0.0029448157,0.000010912169,0.00039927108,0.00006383902],"study_design_candidate":"theoretical_or_conceptual","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":[0.000040245584,0.000022513907,0.0072129387,0.000906814,0.000034367426,0.0019214005,0.0000687495,0.000031899,0.00012560027,0.9756351,0.006623618,0.0073767286],"study_design_scores_gemma":[0.0008381403,0.00003332123,0.10060265,0.0023857523,0.000094068484,0.0006161745,0.0009175585,0.0019838517,0.000010289368,0.366243,0.52570826,0.000566934],"about_ca_topic_score_codex":0.0014239914,"about_ca_topic_score_gemma":0.001922826,"teacher_disagreement_score":0.8096767,"about_ca_system_score_codex":0.000052372903,"about_ca_system_score_gemma":0.000430258,"threshold_uncertainty_score":0.4869792},"labels":[],"label_agreement":null},{"id":"W4414309014","doi":"10.5590/jsbhs.2025.19.1753","title":"Book Review of The Art and Science of Connection by Kasley Killam","year":2025,"lang":"en","type":"article","venue":"Journal of Social Behavioral and Health Sciences","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Killam Trusts; Strong","keywords":"Mental health; Key (lock); Social determinants of health; Social life; Quality (philosophy); Component (thermodynamics)","score_opus":0.04720186834449695,"score_gpt":0.358390961893708,"score_spread":0.31118909354921104,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414309014","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8358858,0.064496525,0.00003519711,0.095285125,0.0010124679,0.00029165047,0.0000023730843,0.0000061455285,0.0029847198],"genre_scores_gemma":[0.9844062,0.004970721,0.000031109448,0.010370845,0.000102916056,8.292508e-7,4.1963025e-7,0.0000012858698,0.00011570734],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99921733,0.000007437452,0.00035929095,0.00006874195,0.0002575806,0.00008963585],"domain_scores_gemma":[0.9988931,0.000006386188,0.00068982557,0.000024476665,0.00038000377,0.000006212077],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0015119276,0.000043003787,0.00016534165,0.0001222646,0.00051325426,0.0000503979,0.00012377823,0.000019492069,0.000026105823],"category_scores_gemma":[0.000027942708,0.000026506703,0.000024608227,0.001080197,0.00071660365,0.00085303956,0.000042316035,0.0000705964,1.50572e-7],"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":[0.000057609202,0.0003986063,0.15949504,0.010843539,0.000012679421,5.878365e-7,0.0003496271,0.0000024777848,0.010845845,0.15663879,0.5871962,0.074159026],"study_design_scores_gemma":[0.0007289516,0.00023382256,0.79078007,0.0072244476,0.00011600066,0.00000824417,0.001191464,0.000060126495,0.0011122719,0.0035416656,0.19481951,0.00018342816],"about_ca_topic_score_codex":0.00012622547,"about_ca_topic_score_gemma":0.0000069301573,"teacher_disagreement_score":0.631285,"about_ca_system_score_codex":0.000013154527,"about_ca_system_score_gemma":0.00022248397,"threshold_uncertainty_score":0.39475888},"labels":[],"label_agreement":null},{"id":"W4414409275","doi":"10.1515/zfw-2025-0071","title":"Editorial to the Meric Gertler special issue","year":2025,"lang":"en","type":"article","venue":"ZFW – Advances in Economic Geography","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto","funders":"","keywords":"","score_opus":0.004203444397230709,"score_gpt":0.22246828821942893,"score_spread":0.2182648438221982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414409275","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.047546264,0.0006019817,0.0004404074,0.010042742,0.36968797,0.00071181083,0.0000073964143,0.00012485731,0.57083654],"genre_scores_gemma":[0.41429743,0.00025590518,0.00021245016,0.0065952954,0.5777921,0.00015360251,0.000046187462,0.000026596937,0.0006204531],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910176,0.0000062916683,0.00030253438,0.00027579942,0.0000726891,0.00024091793],"domain_scores_gemma":[0.9995656,0.000029485114,0.00011679932,0.00022084345,0.00006208926,0.000005201679],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026519474,0.00014638118,0.00016689915,0.0005276992,0.00015814824,0.00020057015,0.0003266349,0.00006553535,0.0005365022],"category_scores_gemma":[0.000032674532,0.00012247944,0.0000627262,0.0009862484,0.00006258374,0.0014558585,0.00009890535,0.00013721504,0.00059184537],"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":[0.00016837846,0.00006952606,0.073732994,0.000082788334,0.000030885796,9.3259973e-7,0.000029999646,0.008302118,0.000013492737,0.098234214,0.6478082,0.17152648],"study_design_scores_gemma":[0.00029796618,0.0000039248803,0.021954454,0.00001979113,0.000008822845,7.773816e-8,0.000080436905,0.00017341648,0.0000071441955,0.01131768,0.9659979,0.0001384126],"about_ca_topic_score_codex":0.00020525859,"about_ca_topic_score_gemma":0.00060650025,"teacher_disagreement_score":0.5702161,"about_ca_system_score_codex":0.000027212829,"about_ca_system_score_gemma":0.000020926356,"threshold_uncertainty_score":0.7607172},"labels":[],"label_agreement":null},{"id":"W4414568164","doi":"10.31235/osf.io/bxt8g_v1","title":"Social capital is associated with both risk-taking and risk-avoidance in rural Bangladesh","year":2025,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh; Global Affairs Canada","keywords":"Social capital; Reciprocity (cultural anthropology); Social connectedness; Interpersonal ties; Livelihood; Social network (sociolinguistics); Economic capital; Resource (disambiguation)","score_opus":0.010631324673521559,"score_gpt":0.2235742498593128,"score_spread":0.21294292518579122,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414568164","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9708906,0.000051537576,0.00031766697,0.000916523,0.000091391455,0.00013963482,0.000003274836,0.000098943434,0.027490452],"genre_scores_gemma":[0.9983183,0.000015915579,0.00004660932,0.000878069,0.00017217055,0.000010595942,0.000025921578,0.00001195314,0.000520479],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99921405,0.000013651255,0.00021227388,0.00019977747,0.00012944105,0.00023078466],"domain_scores_gemma":[0.9992491,0.000030612577,0.0005160719,0.00007185396,0.00012903848,0.0000033400677],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00030035543,0.00014966422,0.00017754942,0.00023224989,0.00033164237,0.0002748259,0.00008759562,0.00010492722,0.00011393805],"category_scores_gemma":[0.00015770036,0.00012647729,0.000022336524,0.0011275825,0.000066076,0.0010385269,0.000055836677,0.00023818955,0.000011394304],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000050244103,0.00005358498,0.95233184,0.000042200067,0.000049353308,0.000003496833,0.00015206648,0.000017631046,0.000041505344,0.039762847,0.0017390697,0.0057561607],"study_design_scores_gemma":[0.0010491338,0.000004900868,0.98901665,0.000091553135,0.000049479673,2.185356e-7,0.0007420316,0.0037264565,0.000022528591,0.0045646303,0.0005465958,0.00018582349],"about_ca_topic_score_codex":0.003986906,"about_ca_topic_score_gemma":0.0032434752,"teacher_disagreement_score":0.036684807,"about_ca_system_score_codex":0.000036349906,"about_ca_system_score_gemma":0.000024688052,"threshold_uncertainty_score":0.6027036},"labels":[],"label_agreement":null},{"id":"W4414570051","doi":"10.1111/joms.70001","title":"Ripples in the Pond: Product Portfolio Reconfiguration and Dynamism in the Competitive Environment","year":2025,"lang":"en","type":"article","venue":"Journal of Management Studies","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Western University","funders":"","keywords":"Dynamism; Portfolio; Competitive advantage; Control reconfiguration; Product (mathematics); Dynamic capabilities; Set (abstract data type); Perspective (graphical)","score_opus":0.022287661507162652,"score_gpt":0.25335145261870323,"score_spread":0.23106379111154057,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414570051","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.70107824,0.0042405226,0.00039321085,0.111430526,0.00076916977,0.0012589961,8.9330973e-7,0.00001467822,0.18081379],"genre_scores_gemma":[0.99582213,0.0014219717,0.00005327723,0.0023343642,0.0001557503,0.000019661224,0.0000028426555,0.00000294431,0.00018708377],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99917394,0.000032706168,0.00038231348,0.00010625481,0.00020129682,0.00010346493],"domain_scores_gemma":[0.99949324,0.00005091688,0.00028658152,0.00009900312,0.00006904012,0.0000011898272],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014616689,0.00009934308,0.00015439006,0.00036604994,0.0001280002,0.00012079096,0.00017402042,0.0000151352315,0.000011782119],"category_scores_gemma":[0.000045091954,0.000055463424,0.00002466992,0.00038071471,0.000064548556,0.00055317284,0.00006530393,0.00014324431,0.0000029463104],"study_design_candidate":"theoretical_or_conceptual","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":[0.00010891113,0.00028535535,0.028843584,0.0004522092,0.00026246408,0.00009263795,0.0010497381,0.00039150217,0.000030393674,0.93321854,0.012094444,0.023170205],"study_design_scores_gemma":[0.0007399609,0.000017327939,0.8731692,0.0002550544,0.000105012055,0.0000048025377,0.030608088,0.00012809281,0.0000048564557,0.019039731,0.07583021,0.00009770063],"about_ca_topic_score_codex":0.000024807629,"about_ca_topic_score_gemma":0.00007899093,"teacher_disagreement_score":0.91417885,"about_ca_system_score_codex":0.000030951178,"about_ca_system_score_gemma":0.0000045315724,"threshold_uncertainty_score":0.22617328},"labels":[],"label_agreement":null},{"id":"W4414799369","doi":"10.1080/09332480.2025.2560277","title":"Lionel Penrose’s Statistical Consultant and Lessons from the Statistical “Sudoku” They Left Us","year":2025,"lang":"en","type":"article","venue":"CHANCE","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"McGill University","funders":"","keywords":"Statistical analysis; Statistical discrimination","score_opus":0.02516717706154225,"score_gpt":0.2722571863338525,"score_spread":0.24709000927231023,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414799369","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.69061834,0.0011910803,0.20445825,0.064127654,0.0024094263,0.0008468765,0.00050994824,0.00031652945,0.035521917],"genre_scores_gemma":[0.9942183,0.000055795415,0.00041827376,0.004546545,0.00034891695,0.000012906023,0.0001611352,0.000010046757,0.00022810964],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99918413,0.000013097897,0.00020685882,0.00026378754,0.00013232461,0.00019980669],"domain_scores_gemma":[0.99927217,0.00028620704,0.000082034385,0.00018129402,0.00017061175,0.000007672604],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016659481,0.00013486887,0.00015408975,0.00004997995,0.0003041508,0.00028672913,0.00015043243,0.00006436127,0.00025049827],"category_scores_gemma":[0.0003715596,0.00009614906,0.000011669168,0.0002385644,0.0001797487,0.00034038184,0.000109889996,0.00017258983,0.00009186106],"study_design_candidate":"theoretical_or_conceptual","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":[0.000052110885,0.00003980022,0.018372782,0.00006021651,0.000020795911,0.000007763094,0.000036528163,0.0000056759654,0.00056903285,0.96070373,0.009804887,0.010326683],"study_design_scores_gemma":[0.0007252239,0.0000062427803,0.7971383,0.00014157603,0.00007217094,0.0000015849109,0.00035721099,0.008315759,0.00008032788,0.12882154,0.06409575,0.00024437276],"about_ca_topic_score_codex":0.0011860311,"about_ca_topic_score_gemma":0.00051991805,"teacher_disagreement_score":0.8318822,"about_ca_system_score_codex":0.000012859246,"about_ca_system_score_gemma":0.00004357557,"threshold_uncertainty_score":0.3920845},"labels":[],"label_agreement":null},{"id":"W4414807551","doi":"10.1016/j.lrp.2025.102583","title":"Horizontal acquisitions and rival stock returns: A competitive dynamics perspective","year":2025,"lang":"en","type":"article","venue":"Long Range Planning","topic":"Business Strategy and Innovation","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":"HEC Montréal; Queen's University","funders":"","keywords":"Stock (firearms); Horizontal and vertical; Perspective (graphical); Stock market; Competitive advantage; Action (physics)","score_opus":0.014765910554819064,"score_gpt":0.25793733388072065,"score_spread":0.24317142332590158,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414807551","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.71897656,0.0006709024,0.012138213,0.004740659,0.0007604131,0.0003824646,0.000020104564,0.00027109243,0.26203963],"genre_scores_gemma":[0.99820304,0.000003452503,0.00016520463,0.00084786385,0.00039108162,0.000016987366,0.00011765385,0.0000117381915,0.00024297695],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9993163,0.0000073553515,0.00015052012,0.00023850254,0.000103811515,0.00018352798],"domain_scores_gemma":[0.9995342,0.00003367076,0.000089766414,0.00009930336,0.0002370618,0.0000060116517],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00012303647,0.00014177001,0.0001530884,0.0002787752,0.00033527322,0.00025458983,0.00008945069,0.00007814324,0.000044160697],"category_scores_gemma":[0.00005888027,0.00014356432,0.000031092943,0.00060994533,0.000075677126,0.0008763072,0.00008577922,0.00018330601,0.000015538792],"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":[0.00007017795,0.00004473004,0.06913409,0.0001194702,0.000057575508,0.000037951784,0.00028522342,0.00005773881,0.0001135849,0.9282808,0.00090038264,0.0008982914],"study_design_scores_gemma":[0.0018548372,0.000033195574,0.89824605,0.00093218294,0.00019964878,0.000017039758,0.01625651,0.05453357,0.00003354039,0.023574293,0.00374181,0.0005773472],"about_ca_topic_score_codex":0.0003669021,"about_ca_topic_score_gemma":0.00020532234,"teacher_disagreement_score":0.9047065,"about_ca_system_score_codex":0.00007798808,"about_ca_system_score_gemma":0.000018835695,"threshold_uncertainty_score":0.5854383},"labels":[],"label_agreement":null},{"id":"W4414974427","doi":"10.1123/jsm.2025-0009","title":"Optimal Distinctiveness Revisited: Discursive Strategies of Intercategorical Positioning of New Market Categories","year":2025,"lang":"en","type":"article","venue":"Journal of Sport Management","topic":"Business Strategy and Innovation","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":"University of Alberta","funders":"","keywords":"Optimal distinctiveness theory; Categorization; Legitimacy; Hierarchy; Situated; Heuristics; Adaptation (eye); Intersection (aeronautics); Martial arts","score_opus":0.01028923961447003,"score_gpt":0.24443006704667325,"score_spread":0.2341408274322032,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4414974427","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68978363,0.00056537637,0.09688132,0.0021435055,0.0013958242,0.00049077976,0.0000031222116,0.00003663576,0.20869978],"genre_scores_gemma":[0.99767655,0.000055854773,0.0011261491,0.00008050772,0.00027607588,0.0000023860453,0.000018985123,0.000010317614,0.0007532004],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99844795,0.000004306987,0.00092487055,0.00014655523,0.00031842673,0.0001579071],"domain_scores_gemma":[0.99789125,0.000011264562,0.0012232478,0.00015872394,0.0007048738,0.000010620373],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048458384,0.00016783303,0.0004330927,0.0006593721,0.00007006607,0.00012903976,0.0003010792,0.000054982473,0.00021150986],"category_scores_gemma":[0.000015880856,0.00013999581,0.00013414014,0.0011057329,0.00008832356,0.0016002601,0.00014867142,0.00015225541,0.0000022603483],"study_design_candidate":"theoretical_or_conceptual","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":[0.0007455637,0.00025839644,0.032327566,0.0017887859,0.00041432207,0.000059765614,0.00007313764,0.0022155573,0.00013879196,0.9478871,0.008046605,0.0060443645],"study_design_scores_gemma":[0.0020880348,0.0001206652,0.9030902,0.0022034042,0.0010607075,0.00001352986,0.01155764,0.00070289563,0.0006847157,0.043132048,0.034953386,0.00039276664],"about_ca_topic_score_codex":0.00011750068,"about_ca_topic_score_gemma":0.0000040330347,"teacher_disagreement_score":0.9047551,"about_ca_system_score_codex":0.000048525733,"about_ca_system_score_gemma":0.00009033712,"threshold_uncertainty_score":0.5708864},"labels":[],"label_agreement":null},{"id":"W4415016535","doi":"","title":"Stratégiser le capital humain à l’ère de la connectivité numérique : Ce que nous apprennent les joueurs de football professionnels","year":2025,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"HEC Montréal","funders":"","keywords":"Football; Capital (architecture); Work (physics); Context (archaeology)","score_opus":0.011626955855509847,"score_gpt":0.22673181266604692,"score_spread":0.21510485681053707,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4415016535","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.599731,0.0047900034,0.13830172,0.07238962,0.0006864511,0.00072590186,0.000024121917,0.00030923277,0.18304193],"genre_scores_gemma":[0.9714481,0.0004280726,0.0030004156,0.00058530824,0.00013689966,0.00010758255,0.00020056243,0.00005814313,0.024034878],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9949337,0.0027209492,0.00065422006,0.0006788018,0.0002914674,0.000720812],"domain_scores_gemma":[0.9950754,0.001179397,0.00054441387,0.0009250949,0.00221085,0.00006485056],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006563232,0.00043476335,0.00038931347,0.0003683933,0.0011926774,0.0012022565,0.0008713084,0.00054771715,0.00030235725],"category_scores_gemma":[0.0017729749,0.00049296307,0.00017898351,0.0013678831,0.0005538967,0.001252937,0.0004830139,0.0008182019,0.000045118682],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00004059842,0.0013839318,0.020160113,0.00075913314,0.000099278404,0.000016296444,0.0035796172,0.00023710943,0.010452141,0.9375348,0.005436374,0.020300606],"study_design_scores_gemma":[0.007965564,0.000004504822,0.2240549,0.022569457,0.0004310098,0.000088142384,0.029748365,0.08276028,0.10112868,0.21343417,0.31430805,0.0035068793],"about_ca_topic_score_codex":0.011446757,"about_ca_topic_score_gemma":0.007728696,"teacher_disagreement_score":0.72410065,"about_ca_system_score_codex":0.00024553956,"about_ca_system_score_gemma":0.00088554097,"threshold_uncertainty_score":0.9998346},"labels":[],"label_agreement":null},{"id":"W4416005932","doi":"10.5465/amproc.2025.18861symposium","title":"Collective Strategizing and Coopetitive Dynamics: Synergies and Challenges Across Levels &amp; Contexts","year":2025,"lang":"en","type":"article","venue":"Academy of Management Proceedings","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Ottawa","funders":"","keywords":"Interdependence; Bridging (networking); Perspective (graphical); Session (web analytics); Community of practice","score_opus":0.04484201529195814,"score_gpt":0.2809250950611992,"score_spread":0.2360830797692411,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4416005932","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.75013167,0.0022854123,0.000238368,0.011303447,0.00010899014,0.00073575793,0.000007781654,0.00014814241,0.23504046],"genre_scores_gemma":[0.99483633,0.0013107014,0.00018701413,0.0009434589,0.000083953026,0.00004761829,0.000005685332,0.000015792913,0.0025694533],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99879664,0.0000031260502,0.00033046884,0.00042045146,0.00016934595,0.00027995987],"domain_scores_gemma":[0.9994051,0.00003362075,0.00027506164,0.00004345985,0.00023399964,0.00000877203],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048711282,0.00022565523,0.0002837579,0.00033789605,0.00029344202,0.00029137838,0.0001746386,0.00013933129,0.00001198968],"category_scores_gemma":[0.00005242682,0.00022471132,0.000024323972,0.0007432504,0.00024606794,0.0018604149,0.00038274378,0.00018350358,0.0000045752577],"study_design_candidate":"theoretical_or_conceptual","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":[0.00007371345,0.000033947366,0.0029838092,0.0025813906,0.0001503671,6.121526e-7,0.00030549316,0.0000027059357,0.00017920381,0.9593004,0.00052114076,0.033867214],"study_design_scores_gemma":[0.0027315938,0.000032578497,0.72626466,0.0017837626,0.0002468976,0.0000036140918,0.025273029,0.0013850686,0.00047632854,0.16254592,0.07845638,0.0008002021],"about_ca_topic_score_codex":0.00003144869,"about_ca_topic_score_gemma":0.000021057676,"teacher_disagreement_score":0.7967545,"about_ca_system_score_codex":0.00005029035,"about_ca_system_score_gemma":0.000011574112,"threshold_uncertainty_score":0.91634613},"labels":[],"label_agreement":null},{"id":"W4417507766","doi":"10.1108/imr-11-2024-0452","title":"Implementing market-oriented behaviours and coopetition activities in export markets","year":2025,"lang":"en","type":"article","venue":"International Marketing Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Ottawa","funders":"","keywords":"Coopetition; Export marketing; Export performance; Variety (cybernetics); Survey data collection; Robustness (evolution); Core (optical fiber)","score_opus":0.013456788713385537,"score_gpt":0.2738264544572557,"score_spread":0.26036966574387016,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417507766","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.38480175,0.0065191523,0.00036550604,0.013062589,0.0014940107,0.0008096434,0.000010928539,0.00014872786,0.5927877],"genre_scores_gemma":[0.9846713,0.0046146135,0.0002902738,0.0061825463,0.00036577642,0.00014671276,0.00028246065,0.000024525767,0.0034218233],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99878794,0.000040527964,0.0004508064,0.0002797449,0.00020897483,0.0002320153],"domain_scores_gemma":[0.9992503,0.00011857296,0.00028050807,0.00011528996,0.00023005484,0.0000052980663],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0026617532,0.00015731111,0.0002082335,0.00039111753,0.00012378966,0.00016691558,0.00015168777,0.00004581088,0.0012113926],"category_scores_gemma":[0.0006890716,0.0001610133,0.000043234886,0.000658086,0.000038146052,0.0010176661,0.0001650709,0.0001443304,0.0000061313317],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00022035363,0.00013156256,0.68144834,0.0045739426,0.000064437445,0.000022928512,0.0000068912536,5.881653e-7,0.00021797937,0.056407616,0.043772448,0.21313292],"study_design_scores_gemma":[0.00036675646,0.000001401764,0.7187558,0.0073463605,0.000039722658,0.00000387633,0.00007230898,0.00046404474,0.000010882439,0.00026571596,0.27250463,0.00016854325],"about_ca_topic_score_codex":0.00011259355,"about_ca_topic_score_gemma":0.000066784865,"teacher_disagreement_score":0.5998695,"about_ca_system_score_codex":0.00005474216,"about_ca_system_score_gemma":0.000026022328,"threshold_uncertainty_score":0.9997016},"labels":[],"label_agreement":null},{"id":"W4568469","doi":"10.1136/sti.48.6.479","title":"Où est la valeur ajoutée des TIC","year":2007,"lang":"fr","type":"article","venue":"Québec français/Québec-français","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Mathematics","score_opus":0.014829908819273329,"score_gpt":0.22198981267829174,"score_spread":0.20715990385901842,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4568469","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68265724,0.09951241,0.009251559,0.023480302,0.0058267354,0.0014329413,0.00006089115,0.001275863,0.17650208],"genre_scores_gemma":[0.95962065,0.00029046877,0.00053863536,0.0045312378,0.004213658,0.0000710306,0.00014504015,0.00036858482,0.0302207],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9923981,0.00011094381,0.0022050166,0.0015608373,0.0011728785,0.002552266],"domain_scores_gemma":[0.99489,0.0007445711,0.00097343774,0.0013902846,0.0017704068,0.00023133798],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0027671168,0.0015544596,0.0013179164,0.0012044744,0.001981784,0.0013259281,0.0014117896,0.0011792837,0.010959403],"category_scores_gemma":[0.0011883931,0.0016322936,0.00063342357,0.0038042425,0.0020938546,0.005609146,0.0004968635,0.0015172369,0.017007032],"study_design_candidate":"observational","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":[0.00084641366,0.0022776062,0.5571458,0.005895824,0.0007790571,0.00078649743,0.010454338,0.00037454633,0.0020414377,0.030797977,0.07980062,0.30879992],"study_design_scores_gemma":[0.002092086,0.000075589254,0.29894313,0.0007756966,0.00054046366,0.00006235951,0.00048599523,0.0009597183,0.0003227914,0.0004939191,0.6938018,0.001446401],"about_ca_topic_score_codex":0.95721525,"about_ca_topic_score_gemma":0.9106305,"teacher_disagreement_score":0.6140012,"about_ca_system_score_codex":0.00063074107,"about_ca_system_score_gemma":0.0019394264,"threshold_uncertainty_score":0.9997204},"labels":[],"label_agreement":null},{"id":"W4834558","doi":"","title":"Jean-Paul Lafrance, La Télévision à l'ère d'Internet: Québec, éd. du Septentrion, 2009","year":2010,"lang":"fr","type":"article","venue":"Hermès: Cognition - comunication - politique","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"The Internet; Humanities; Philosophy; Computer science; World Wide Web","score_opus":0.015550777812607983,"score_gpt":0.2465362077889883,"score_spread":0.23098542997638033,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4834558","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.13919984,0.015298409,0.010664669,0.38450846,0.007667276,0.002952527,0.00038913966,0.0015510286,0.43776867],"genre_scores_gemma":[0.9673984,0.0032195372,0.00038488666,0.0068392977,0.002506829,0.000158331,0.0020995776,0.00012292362,0.01727021],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9966707,0.00023966134,0.001151435,0.00074333395,0.00048048585,0.0007143728],"domain_scores_gemma":[0.99495316,0.00040172762,0.0010003751,0.0008755769,0.0026793892,0.000089797904],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0012725092,0.00059877906,0.00047077358,0.00056590454,0.0005534377,0.0009478424,0.00067049236,0.0009081704,0.010928226],"category_scores_gemma":[0.0010511188,0.00067835563,0.00022705797,0.0013449759,0.0006368824,0.0041664303,0.00025709884,0.0013275851,0.0037516518],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015659974,0.0012231693,0.004343525,0.00093418086,0.00012666955,0.0000340675,0.0001836093,0.000033414235,0.0030021754,0.7712166,0.1833719,0.03537413],"study_design_scores_gemma":[0.0014022536,0.00002425241,0.020341873,0.00071891694,0.00020050755,0.000052365707,0.00016375087,0.0057631047,0.0009036591,0.013879826,0.9557874,0.00076209306],"about_ca_topic_score_codex":0.008358495,"about_ca_topic_score_gemma":0.007574788,"teacher_disagreement_score":0.82819855,"about_ca_system_score_codex":0.00011625621,"about_ca_system_score_gemma":0.0003221671,"threshold_uncertainty_score":0.99956673},"labels":[],"label_agreement":null},{"id":"W55202971","doi":"","title":"Vision and objetives: a must for SMEs in the new economy","year":2000,"lang":"es","type":"article","venue":"Dialnet (Universidad de la Rioja)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Business; Strategic direction; Industrial organization; Market economy; Marketing; Economy; Economics; Business administration","score_opus":0.009691355796352514,"score_gpt":0.23171301061490046,"score_spread":0.22202165481854794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W55202971","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7729104,0.0005124312,0.0004606171,0.014959317,0.00012039272,0.00068276376,0.0000097254,0.00004906428,0.21029526],"genre_scores_gemma":[0.9953699,0.00025937503,0.00016453456,0.0019753855,0.0006449916,0.000008919037,0.00006195623,0.000020429734,0.0014945213],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9990972,0.000043604625,0.00017992746,0.00029707077,0.000087174114,0.00029500297],"domain_scores_gemma":[0.99940336,0.00020480141,0.00013320116,0.00017350145,0.00006927843,0.00001584001],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00048163606,0.00020835146,0.00020821583,0.0003092365,0.00028130697,0.000887823,0.00024546531,0.0001978119,0.00065953494],"category_scores_gemma":[0.000038051083,0.00018571381,0.00006465584,0.0007332676,0.00014814585,0.0019526044,0.00004347235,0.00018486026,0.00006645988],"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":[0.0005997245,0.000269985,0.013865286,0.000644144,0.00007595528,0.000050274823,0.002290477,0.00024217089,0.00013663195,0.68309116,0.056311674,0.24242254],"study_design_scores_gemma":[0.0020011675,0.000040162173,0.23470879,0.00017796394,0.00008569014,0.0000040081595,0.0023763957,0.0039781425,0.000006972526,0.01579554,0.74052346,0.0003017058],"about_ca_topic_score_codex":0.0009499627,"about_ca_topic_score_gemma":0.00013449317,"teacher_disagreement_score":0.6842118,"about_ca_system_score_codex":0.000039083057,"about_ca_system_score_gemma":0.00007472386,"threshold_uncertainty_score":0.85612977},"labels":[],"label_agreement":null},{"id":"W570026819","doi":"","title":"Stratégie Internet et capacités organisationnelles Internet : une étude de cas d'une organisation de l'industrie canadienne du tourisme","year":2007,"lang":"fr","type":"book","venue":"Archipelago (University of Quebec in Montreal)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science","score_opus":0.017147620215808606,"score_gpt":0.19643444829535503,"score_spread":0.17928682807954643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W570026819","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94609654,0.00008950418,0.0147924,0.005679371,0.00040249876,0.0005214978,0.000051840332,0.00008634239,0.032280028],"genre_scores_gemma":[0.9715548,0.00013774111,0.0008271818,0.00054563174,0.00050781737,0.00000123054,0.0011428731,0.00007657329,0.025206158],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99718404,0.00013899535,0.0007053042,0.0006836023,0.00036678006,0.00092128187],"domain_scores_gemma":[0.9977171,0.00024718602,0.0010514052,0.00041021302,0.00047200607,0.00010208209],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012576462,0.0006281981,0.0007312067,0.0014904514,0.00027119566,0.00017269346,0.0008083261,0.00090135925,0.001341972],"category_scores_gemma":[0.00016878781,0.0008488025,0.00016398758,0.0015664648,0.0006883763,0.001757049,0.00030697614,0.0011868986,0.00011078515],"study_design_candidate":"observational","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":[0.0010145953,0.00096732174,0.118531376,0.0017665353,0.0006698861,0.0022820449,0.105394974,0.003336389,0.00060248625,0.5749437,0.016750284,0.17374037],"study_design_scores_gemma":[0.002693826,0.00010771782,0.8570079,0.001329259,0.00048777682,0.000050025134,0.05820008,0.008099171,0.00012883586,0.062038675,0.008630303,0.0012264083],"about_ca_topic_score_codex":0.97378486,"about_ca_topic_score_gemma":0.9971132,"teacher_disagreement_score":0.7384765,"about_ca_system_score_codex":0.0016299487,"about_ca_system_score_gemma":0.0012239679,"threshold_uncertainty_score":0.99957097},"labels":[],"label_agreement":null},{"id":"W572023857","doi":"10.1093/oxfordhb/9780199235049.013.0001","title":"Researching Management Consulting: An Introduction to the Handbook","year":2012,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Library science; Management; Psychology; History; Computer science; Economics","score_opus":0.036503053161616845,"score_gpt":0.22479287850405866,"score_spread":0.18828982534244182,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W572023857","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00019571627,0.000032324566,0.00155786,0.000989276,0.00078032044,0.0008902291,0.000011017896,0.00019943113,0.9953438],"genre_scores_gemma":[0.0014272264,0.000022098393,0.00028643987,0.00057839893,0.0059338566,0.000006422595,0.00029470498,0.000053078355,0.9913978],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984343,0.00003039669,0.00021367004,0.00048624573,0.00040252297,0.00043286904],"domain_scores_gemma":[0.99867815,0.00002111778,0.00027532087,0.0006445542,0.0003503236,0.00003052436],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00056671625,0.0003068848,0.00022792426,0.00047522594,0.00078774465,0.0004050452,0.000731115,0.00020062955,0.0000714623],"category_scores_gemma":[0.000017924507,0.0002776275,0.000074176016,0.00010976833,0.00012196516,0.0010622457,0.00068681926,0.0005108073,0.000025005073],"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":[0.00017878735,0.00002758024,0.000012173268,0.00027000127,0.00008586198,0.000015460088,0.00008129691,0.000077598546,0.000018571074,0.8335941,0.14640543,0.01923318],"study_design_scores_gemma":[0.0003314745,0.000010907473,0.00011208459,0.00010575021,0.00017571315,0.0000018654739,0.00015605529,0.00017640016,0.0000143755515,0.0005889798,0.9979942,0.000332226],"about_ca_topic_score_codex":0.00011736382,"about_ca_topic_score_gemma":0.00005278494,"teacher_disagreement_score":0.8515887,"about_ca_system_score_codex":0.00016626636,"about_ca_system_score_gemma":0.000049836275,"threshold_uncertainty_score":0.9999676},"labels":[],"label_agreement":null},{"id":"W582237773","doi":"10.71781/24629","title":"La production de connaissances dans le cluster montréalais de l’aérospatiale. Le cas d’un réseau local d’innovation","year":2014,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Philosophy","score_opus":0.021988602981171935,"score_gpt":0.2655460509121027,"score_spread":0.24355744793093076,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W582237773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8394114,0.00034790667,0.039615866,0.010117949,0.0021674314,0.0013840247,0.000012490661,0.00002198764,0.10692095],"genre_scores_gemma":[0.98508245,0.000033183067,0.0016583961,0.0003650249,0.0015646733,0.00014869399,0.0030104925,0.000090874186,0.008046206],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.99719155,0.00014471044,0.0009250737,0.00083023164,0.0003354857,0.0005729363],"domain_scores_gemma":[0.9969963,0.000055299508,0.0012174277,0.00039822323,0.0013081854,0.0000245937],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0021590185,0.0005295681,0.0005162902,0.00042130178,0.0011001336,0.0016212243,0.0006302894,0.0007269564,0.0007097721],"category_scores_gemma":[0.0003747499,0.0005913267,0.00008613762,0.001685243,0.00031128505,0.0039113774,0.0001487541,0.0005665809,0.0003924035],"study_design_candidate":"design_other","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":[0.0015416739,0.0014713991,0.03778273,0.00275859,0.00042293264,0.00006640806,0.006535918,0.011396207,0.025664322,0.14668275,0.016770743,0.7489063],"study_design_scores_gemma":[0.0048196977,0.0000960976,0.19374931,0.0026696986,0.0007892759,0.00008977366,0.025326729,0.052652966,0.08479214,0.009527059,0.6227048,0.0027824815],"about_ca_topic_score_codex":0.0258995,"about_ca_topic_score_gemma":0.025757521,"teacher_disagreement_score":0.74612385,"about_ca_system_score_codex":0.0002559265,"about_ca_system_score_gemma":0.00077245024,"threshold_uncertainty_score":0.9996538},"labels":[],"label_agreement":null},{"id":"W584717773","doi":"10.71781/19643","title":"Analyse de la couverture médiatique d'un leader émergent : le cas d'André Boisclair","year":2009,"lang":"fr","type":"dissertation","venue":"Open MIND","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Humanities; Political science; Art","score_opus":0.023706456355370196,"score_gpt":0.28866359572434847,"score_spread":0.26495713936897825,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W584717773","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.72108716,0.0028046614,0.001105092,0.006412649,0.0015449163,0.0013461312,0.000032797223,0.000018054627,0.2656485],"genre_scores_gemma":[0.9587341,0.00026434867,0.0023560289,0.001431975,0.0012201662,0.000058710713,0.0044015963,0.000089248366,0.03144385],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975194,0.00009894332,0.0007701527,0.0007274928,0.00033293603,0.0005510775],"domain_scores_gemma":[0.99794936,0.000060459537,0.0008627618,0.00039897492,0.0006897924,0.000038663682],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00096561393,0.00060972397,0.0006185345,0.00038492496,0.00067606027,0.0018659476,0.00079228706,0.0009955566,0.0067669484],"category_scores_gemma":[0.0001747238,0.00063102733,0.0001860903,0.0014539568,0.00009666487,0.0026522346,0.00011993203,0.00076826254,0.0008486841],"study_design_candidate":"design_other","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0010016229,0.0025606316,0.04121993,0.0015463015,0.0011471543,0.0005354637,0.0042716498,0.0057580923,0.010164832,0.026222667,0.061509136,0.8440625],"study_design_scores_gemma":[0.0019177416,0.000040222876,0.308108,0.0008799721,0.0008121717,0.00001698775,0.0058395197,0.005496648,0.005255792,0.001848666,0.6682999,0.0014843248],"about_ca_topic_score_codex":0.009108627,"about_ca_topic_score_gemma":0.008700727,"teacher_disagreement_score":0.8425782,"about_ca_system_score_codex":0.00015494472,"about_ca_system_score_gemma":0.00070415315,"threshold_uncertainty_score":0.99992925},"labels":[],"label_agreement":null},{"id":"W591444538","doi":"","title":"Mas, Sabine. Classification des documents numériques dans les organismes: impact des pratiques classificatoires personnelles sur le Repérage. 2011","year":2012,"lang":"fr","type":"article","venue":"Documentation et bibliothèques","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Rage (emotion); Humanities; Art; Psychology","score_opus":0.056102289696675786,"score_gpt":0.3108073698238989,"score_spread":0.2547050801272231,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W591444538","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9090147,0.03325537,0.021092521,0.008691259,0.0012517882,0.001062236,0.000057610257,0.00075981714,0.02481467],"genre_scores_gemma":[0.9659779,0.020198079,0.0032760312,0.000600259,0.0013813807,0.00015138442,0.0008391943,0.00016982919,0.0074059353],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99577296,0.00035851428,0.0012241694,0.0007538582,0.0008204706,0.0010700399],"domain_scores_gemma":[0.9959371,0.00019537761,0.0012330689,0.0005433529,0.0019788484,0.00011222017],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0019712357,0.0008354633,0.00055785564,0.0026182919,0.0012697959,0.009233883,0.0004775861,0.00048782537,0.009665033],"category_scores_gemma":[0.0004606544,0.0008137894,0.00025415447,0.0042952467,0.00090232765,0.08317851,0.00016440875,0.00046325102,0.0005014249],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018175521,0.001459873,0.6631987,0.0016645906,0.0003454262,0.000007179678,0.00928342,0.00005669523,0.030468004,0.20353556,0.0792783,0.010520494],"study_design_scores_gemma":[0.0017699474,0.00016377924,0.8200668,0.0010947397,0.00031569047,0.00003905921,0.06445609,0.0014528447,0.013415268,0.018136151,0.07745327,0.0016363752],"about_ca_topic_score_codex":0.017466435,"about_ca_topic_score_gemma":0.0020637047,"teacher_disagreement_score":0.18539941,"about_ca_system_score_codex":0.0007857935,"about_ca_system_score_gemma":0.00046185925,"threshold_uncertainty_score":0.9994313},"labels":[],"label_agreement":null},{"id":"W591572622","doi":"","title":"Proceedings of the IASTED International Conference on Alliances, Mergers, and Acquisitions, June 2-3, 2003, Banff, Canada","year":2003,"lang":"en","type":"book","venue":"ACTA Press eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Mergers and acquisitions; Business; Finance","score_opus":0.029507627047064916,"score_gpt":0.21029587529612156,"score_spread":0.18078824824905665,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W591572622","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00070296414,0.000075062795,0.0000019788326,0.0009274407,0.0013898948,0.00038089624,0.000046583395,0.000026185811,0.996449],"genre_scores_gemma":[0.065222934,0.00008213509,0.000034563986,0.002435746,0.0007534134,0.000048398393,0.00021029163,0.00005152676,0.931161],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99873745,0.000003672811,0.00035406518,0.0003040302,0.00042246387,0.000178327],"domain_scores_gemma":[0.99807787,0.000011284449,0.00064862473,0.00015784433,0.0010946803,0.00000970447],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001142539,0.00026893534,0.00024754525,0.0000945663,0.00014199325,0.00019280278,0.0003991992,0.00017790338,0.0001669776],"category_scores_gemma":[0.00004858179,0.00021623781,0.000032044452,0.00007798586,0.000120562,0.00034907123,0.00012344646,0.00028913218,0.000001944597],"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":[0.000029535793,0.000013072442,0.000030538708,0.00024802255,0.00006940608,0.0000011724682,0.000011210575,0.000002100962,0.00025267564,0.44776183,0.55112314,0.00045725465],"study_design_scores_gemma":[0.0003248789,0.00000412914,0.0003522654,0.00055589684,0.000077692865,0.0000016504681,0.000032026586,0.00026679732,0.0003011086,0.0022241864,0.99558294,0.00027640478],"about_ca_topic_score_codex":0.015850615,"about_ca_topic_score_gemma":0.008977178,"teacher_disagreement_score":0.44553766,"about_ca_system_score_codex":0.00006752714,"about_ca_system_score_gemma":0.00040034956,"threshold_uncertainty_score":0.9907029},"labels":[],"label_agreement":null},{"id":"W619728524","doi":"","title":"LINER SHIPPING STRATEGY SELECTION: LESSONS FOR CANADIAN CONTAINER PORTS?","year":2003,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Container (type theory); Relevance (law); Business; Position (finance); Selection (genetic algorithm); Industrial organization; Competitive advantage; Marketing; Engineering; Finance; Political science; Computer science","score_opus":0.047397063935325674,"score_gpt":0.25779668023964075,"score_spread":0.21039961630431508,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W619728524","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.050526753,0.0000613889,0.023022559,0.015812302,0.0012181231,0.00086732715,0.000005139956,0.0003329336,0.9081535],"genre_scores_gemma":[0.9903276,0.0000012419592,0.00037612187,0.004089911,0.0007373901,0.000044869783,0.000078541016,0.000023402337,0.004320941],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99910206,0.000004021381,0.00022816524,0.00022443714,0.000086552565,0.00035476667],"domain_scores_gemma":[0.9992973,0.000013255426,0.00009378145,0.00009905774,0.00047841755,0.000018196204],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00029877087,0.00014519763,0.0001276161,0.00027922133,0.00038541862,0.0003166303,0.00007537445,0.00010591231,0.0015064138],"category_scores_gemma":[0.000086698565,0.00013315755,0.000044344004,0.00073937746,0.000020233761,0.0010724656,0.0000062776135,0.00009513984,0.000077826626],"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":[0.000007006697,0.00001739432,0.004709796,0.00004028887,0.000013983001,0.0000018524015,0.000002826392,0.00031611495,0.00018802287,0.97974604,0.01332106,0.0016355957],"study_design_scores_gemma":[0.00080164196,0.000014507165,0.020877762,0.000024834422,0.00004673724,0.000008594756,0.0003697817,0.006236575,0.00028263946,0.0188301,0.95200646,0.00050036854],"about_ca_topic_score_codex":0.03894759,"about_ca_topic_score_gemma":0.13888595,"teacher_disagreement_score":0.960916,"about_ca_system_score_codex":0.000046352754,"about_ca_system_score_gemma":0.00018712727,"threshold_uncertainty_score":0.99940634},"labels":[],"label_agreement":null},{"id":"W620967894","doi":"","title":"Tracking strategies : --toward a general theory","year":2007,"lang":"en","type":"book","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":191,"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":"Strategist; Tracking (education); Management; Strategic management; Strategic planning; Mirroring; Dominion; Engineering; Business; Political science; Sociology; Economics; Law","score_opus":0.038754649818482936,"score_gpt":0.2506037446112655,"score_spread":0.21184909479278258,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W620967894","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0002856837,0.0001786055,0.012640802,0.00023593545,0.0009443636,0.00023855035,0.0000021270637,0.00041960677,0.9850543],"genre_scores_gemma":[0.035689633,0.000019105708,0.0003534018,0.004343427,0.010333636,0.000013300529,0.00065114244,0.00012969237,0.94846666],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99832773,0.000005464503,0.00049553195,0.00041851436,0.00035591325,0.00039686097],"domain_scores_gemma":[0.99879795,0.000034700053,0.00040134756,0.000273449,0.00048480582,0.000007743617],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00067202206,0.00044052838,0.00036393007,0.0006273585,0.00016842259,0.001003827,0.00032733267,0.00050992024,0.0030611488],"category_scores_gemma":[0.00002575425,0.00038737824,0.00013948586,0.0003741693,0.00012119606,0.0024054497,0.00010542291,0.00046871617,0.0009495505],"study_design_candidate":"theoretical_or_conceptual","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":[0.000035668745,0.000020152513,0.000023476461,0.00036237304,0.00004384708,0.000024132538,0.000011544991,0.00002992689,0.00003527388,0.94411737,0.041049168,0.01424706],"study_design_scores_gemma":[0.00021901423,0.000004703913,0.00065902324,0.00012244983,0.00008337171,0.0000033664062,0.00014828664,0.0001773588,0.000011901903,0.43335378,0.5646831,0.0005336851],"about_ca_topic_score_codex":0.00009638369,"about_ca_topic_score_gemma":0.000055799435,"teacher_disagreement_score":0.5236339,"about_ca_system_score_codex":0.00006465979,"about_ca_system_score_gemma":0.00022839408,"threshold_uncertainty_score":0.9998578},"labels":[],"label_agreement":null},{"id":"W628514088","doi":"10.71781/13305","title":"Opérateur-réseau et approche relationnelle : l'industrie du fret aérien au Canada","year":2008,"lang":"fr","type":"dissertation","venue":"Papyrus : Institutional Repository (Université de Montréal)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Political science","score_opus":0.007659751843120488,"score_gpt":0.15658521201532682,"score_spread":0.14892546017220634,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W628514088","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7160515,0.005259497,0.00058813556,0.0049762544,0.0052013313,0.00071583054,0.00007086115,0.00017647438,0.2669601],"genre_scores_gemma":[0.9303721,0.0003389044,0.0001793162,0.0007446251,0.0014033978,0.00003617119,0.0042891647,0.000066487686,0.062569804],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967003,0.00007705301,0.00073198654,0.00083104806,0.0009843849,0.0006752442],"domain_scores_gemma":[0.9968931,0.00010276116,0.0010255642,0.00042025567,0.0014480271,0.000110261164],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002983716,0.0007075709,0.00052329147,0.00046381052,0.011769356,0.00021316417,0.00055358314,0.0008409965,0.00022930969],"category_scores_gemma":[0.0002074011,0.0008505868,0.00020828137,0.0014579191,0.00027610795,0.0025689618,0.00021473654,0.00091918226,0.00014056556],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0014649916,0.00065774744,0.2670653,0.0014141817,0.00085399736,0.0048307297,0.017134067,0.03620529,0.0024901559,0.59188956,0.0734419,0.0025520555],"study_design_scores_gemma":[0.0019103205,0.000033714736,0.2403224,0.00066486635,0.0005097948,0.00041169595,0.03766276,0.0072950367,0.0010058024,0.0005059267,0.7082375,0.0014401556],"about_ca_topic_score_codex":0.9451216,"about_ca_topic_score_gemma":0.85963076,"teacher_disagreement_score":0.6347956,"about_ca_system_score_codex":0.007416837,"about_ca_system_score_gemma":0.012140705,"threshold_uncertainty_score":0.9993945},"labels":[],"label_agreement":null},{"id":"W633753484","doi":"10.1080/19186444.2010.11658234","title":"Nobelist Elinor Ostrom: A Precursor of Integrative Knowledge Management and Network Based Collaboration","year":2010,"lang":"en","type":"article","venue":"Transnational Corporation Review","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"Vale (Canada)","funders":"","keywords":"Sociology; Management; Political science; Economics","score_opus":0.019676262157464562,"score_gpt":0.26170982648872304,"score_spread":0.24203356433125847,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W633753484","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.10472184,0.029823897,0.22804509,0.18394315,0.01025561,0.02417978,0.0004994031,0.0012744414,0.4172568],"genre_scores_gemma":[0.9886665,0.0003636099,0.0064695897,0.0023548116,0.0003257791,0.0001844282,0.0014674282,0.000015727084,0.00015213121],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998901,0.000021637585,0.00051852904,0.00020381394,0.00024346897,0.00011151588],"domain_scores_gemma":[0.99796504,0.000037679587,0.00044605363,0.0001354301,0.0014054723,0.000010318525],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00053434,0.000175596,0.00025354393,0.00016858557,0.00013020853,0.00011724529,0.00011093215,0.00007035114,0.00030064752],"category_scores_gemma":[0.00004922106,0.00014920066,0.000048250527,0.0013389849,0.0000824026,0.0015348574,0.0000143827865,0.00014290541,0.000028622815],"study_design_candidate":"theoretical_or_conceptual","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":[0.00003537714,0.000074169664,0.00063067063,0.0021859522,0.000018638766,3.75347e-7,0.000007324784,0.000043344564,0.00031957153,0.9866627,0.004518177,0.005503706],"study_design_scores_gemma":[0.0022822097,0.00006982546,0.053805724,0.001954249,0.0005716509,0.0000031798447,0.000075296346,0.013648763,0.0002893093,0.037245583,0.8892597,0.0007945333],"about_ca_topic_score_codex":0.0000072611015,"about_ca_topic_score_gemma":0.00022975393,"teacher_disagreement_score":0.9494171,"about_ca_system_score_codex":0.000011805269,"about_ca_system_score_gemma":0.000076903125,"threshold_uncertainty_score":0.60842264},"labels":[],"label_agreement":null},{"id":"W63876921","doi":"","title":"Cooperation Quebec/Wallonie-Bruxelles 7eme CMP – biennum 2011-2013 : Conception collaborative et instrumentee en ingenierie du batiment - Rapport d'activité final","year":2013,"lang":"fr","type":"article","venue":"ORBi (University of Liège)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Sociology; Humanities; Art","score_opus":0.01618726627447392,"score_gpt":0.19216682012918784,"score_spread":0.17597955385471392,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W63876921","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9127403,0.00055491977,0.006829362,0.069642596,0.0012105873,0.0010196923,0.00003188814,0.00009217867,0.007878505],"genre_scores_gemma":[0.9727879,0.00065992057,0.0010763474,0.0005470816,0.00039274705,0.000005507546,0.00042249914,0.000026431288,0.024081578],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983359,0.000116163785,0.00036552912,0.00045958062,0.00034640217,0.00037644122],"domain_scores_gemma":[0.997391,0.00005218837,0.0007036837,0.00025544217,0.0015591907,0.00003852954],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00047281053,0.0003533498,0.00040248217,0.0003603733,0.0005491027,0.00031224152,0.00029713652,0.00032000363,0.01334309],"category_scores_gemma":[0.000015000225,0.0004371219,0.00009668933,0.0009635391,0.0003682865,0.008460695,0.00023462091,0.0002783794,0.0012097543],"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":[0.0009552097,0.002270093,0.11967268,0.001276687,0.00091662444,0.000078735706,0.008533634,0.0015631889,0.02558837,0.20779204,0.57397026,0.057382468],"study_design_scores_gemma":[0.006547483,0.00040229282,0.3516065,0.0007701388,0.00060385664,0.00000974085,0.027193826,0.025969142,0.000936345,0.0012420621,0.58293873,0.0017798943],"about_ca_topic_score_codex":0.06112035,"about_ca_topic_score_gemma":0.008381235,"teacher_disagreement_score":0.2319338,"about_ca_system_score_codex":0.00019718164,"about_ca_system_score_gemma":0.00038951,"threshold_uncertainty_score":0.9998081},"labels":[],"label_agreement":null},{"id":"W6923672682","doi":"10.1371/journal.pone.0320132.g002","title":"Canadian dollar interest rate swap yields, 1998M01–2023M12.","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Swap (finance); Interest rate swap; Liberian dollar; Interest rate; Foreign exchange swap; Us dollar","score_opus":0.042046908569690254,"score_gpt":0.2315344114116107,"score_spread":0.18948750284192045,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6923672682","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00000217924,0.0002856829,0.0000014130297,0.0011641651,0.00077883445,0.00032937786,0.040628906,0.00031150243,0.95649797],"genre_scores_gemma":[0.0024716828,0.000007731441,0.000015519801,0.006242811,0.0033465398,0.000110135195,0.2851448,0.00028763054,0.70237315],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99890685,0.000007233165,0.00023089029,0.0003810459,0.000107143074,0.0003668171],"domain_scores_gemma":[0.9991279,0.000017911017,0.00026585368,0.0003593388,0.00020861042,0.000020336789],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000057984107,0.00034007384,0.00027047988,0.00089406106,0.0001263987,0.00047162565,0.0004327974,0.00050023856,0.6119005],"category_scores_gemma":[0.00040106973,0.00034266792,0.00007527384,0.00089051435,0.000006844044,0.00034826825,0.00014363848,0.0003169646,0.023598481],"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":[0.0000028371223,0.000008201286,0.000020615436,0.00091931084,0.000033374785,0.000030379888,0.0000011698916,0.0000013884098,0.0000017913502,0.0037938566,0.9938847,0.0013023836],"study_design_scores_gemma":[0.00013659002,0.0000016863125,0.0003693915,0.0045362883,0.000024084888,4.448139e-7,0.000010692068,0.000050445105,0.0000047627855,0.00027670356,0.99422413,0.0003647996],"about_ca_topic_score_codex":0.09007424,"about_ca_topic_score_gemma":0.34840074,"teacher_disagreement_score":0.588302,"about_ca_system_score_codex":0.00006677908,"about_ca_system_score_gemma":0.00033070124,"threshold_uncertainty_score":0.99990255},"labels":[],"label_agreement":null},{"id":"W6926133820","doi":"10.23641/asha.28764962.v1","title":"What you need to know to run an aphasia camp (Heggie et al., 2025)","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Aphasia; Psychosocial; Government (linguistics); Qualitative research; Data collection; Exploratory research; Recreation; Photovoice","score_opus":0.0365046711472196,"score_gpt":0.2824639303128984,"score_spread":0.2459592591656788,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6926133820","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000012507,0.00063444325,0.000030002802,0.016571803,0.0017557273,0.0012826627,0.019611668,0.0008033266,0.95929784],"genre_scores_gemma":[0.00030082997,0.00003264893,0.00023269841,0.10776488,0.0025734277,0.000500069,0.29251274,0.00047789147,0.59560484],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984676,0.00001030711,0.0002725141,0.0006039836,0.00027728424,0.00036827504],"domain_scores_gemma":[0.998818,0.000014459379,0.00022620524,0.0005462898,0.00036515092,0.000029914389],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008883914,0.00042148866,0.00034469468,0.0009540613,0.00010479546,0.0013650898,0.0005345165,0.00029970214,0.3664228],"category_scores_gemma":[0.00032245007,0.00042666556,0.0000728954,0.0016265828,0.0000043758628,0.0015277583,0.00031132626,0.00025439527,0.025939917],"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":[0.00001445822,0.00004313401,0.000013670378,0.00042863228,0.000024336316,0.0000150219075,0.000012768795,0.000029790635,0.000012663911,0.0009269572,0.98982906,0.00864948],"study_design_scores_gemma":[0.00019409205,0.000009601674,0.00039398464,0.0065672416,0.00001945257,4.8725303e-7,0.000100515594,0.000051151364,0.0000069566263,0.000060648337,0.9921047,0.00049118546],"about_ca_topic_score_codex":0.0003631857,"about_ca_topic_score_gemma":0.00056008936,"teacher_disagreement_score":0.36369303,"about_ca_system_score_codex":0.000034207955,"about_ca_system_score_gemma":0.00011299166,"threshold_uncertainty_score":0.9998185},"labels":[],"label_agreement":null},{"id":"W6969090837","doi":"10.5281/zenodo.4492581","title":"Assistir Pieces of a Woman (2020) Dublado Filme Online Grátis kfk","year":2021,"lang":"pt","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Film director; New Woman; Representation (politics); Movie theater; Collectable; Nothing; Film festival; White (mutation)","score_opus":0.0389387181483281,"score_gpt":0.2418081350948691,"score_spread":0.20286941694654098,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6969090837","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.43716332,0.0037282784,0.010296314,0.052085835,0.003586113,0.0022415437,0.0029516846,0.0031542643,0.48479262],"genre_scores_gemma":[0.97668195,0.00031367794,0.00023340851,0.0009464452,0.0012694233,5.46925e-8,0.012974157,0.0014216433,0.0061592697],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973417,0.00015243907,0.0007005104,0.00067763345,0.00061139127,0.00051636103],"domain_scores_gemma":[0.9952052,0.000022750984,0.0005467785,0.0006484463,0.0035239246,0.000052900716],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006881574,0.0003020131,0.00036927234,0.000424374,0.0019169066,0.0018002643,0.0009689791,0.0001749059,0.05485133],"category_scores_gemma":[0.0013092299,0.00034217024,0.0001151999,0.0031359824,0.00020349618,0.0013668702,0.0017349693,0.00043149787,0.00679473],"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":[0.00023831415,0.0015906995,0.00018689383,0.0023584657,0.00029883994,0.0002177239,0.00045261,0.00021754291,0.007550689,0.032365017,0.8397316,0.114791654],"study_design_scores_gemma":[0.00085610955,0.000073696414,0.016376643,0.00027487494,0.000094195435,0.00006771004,0.00094823405,0.002207555,0.0003195798,0.00019772786,0.9782142,0.0003694865],"about_ca_topic_score_codex":0.00008107968,"about_ca_topic_score_gemma":0.000007630207,"teacher_disagreement_score":0.5395186,"about_ca_system_score_codex":0.000089320056,"about_ca_system_score_gemma":0.0000186517,"threshold_uncertainty_score":0.999903},"labels":[],"label_agreement":null},{"id":"W6981044342","doi":"","title":"Development of a new functional test to assess the capacity of back muscles: Assessment of face validity","year":2004,"lang":"fr","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Manitoba; Children's Hospital Research Institute of Manitoba; Université de Sherbrooke; Centre for Interdisciplinary Research in Rehabilitation; Institut de recherche Robert-Sauvé en santé et en sécurité du travail","funders":"","keywords":"Test (biology); Face validity; Face (sociological concept); Measure (data warehouse); Reliability (semiconductor); Construct validity","score_opus":0.17170053530920226,"score_gpt":0.2910039089801971,"score_spread":0.11930337367099486,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6981044342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.76676184,0.00006483314,0.2060632,0.007847583,0.0010288955,0.00055664784,0.00001542601,0.000020097848,0.01764147],"genre_scores_gemma":[0.96410394,0.000008433403,0.03351873,0.00042600936,0.00027214285,0.000008754476,0.000036087953,0.00001564134,0.001610267],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9979615,0.000016373355,0.0009666168,0.00025687218,0.0005498843,0.0002487514],"domain_scores_gemma":[0.99771106,0.00009722174,0.00072329654,0.00027878903,0.0011690393,0.000020576726],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008849583,0.00023288731,0.00036970843,0.000178014,0.0001365856,0.00006922567,0.0002710605,0.00013146436,0.0018015319],"category_scores_gemma":[0.00017479957,0.00018382461,0.00009297557,0.001411585,0.00015276193,0.00094921014,0.00016971712,0.00016692423,0.000067096786],"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":[0.000109795925,0.003671399,0.13498162,0.006311137,0.0003738648,0.0000016053868,0.0010530925,0.024617055,0.074811555,0.7221484,0.013742982,0.018177493],"study_design_scores_gemma":[0.0011733815,0.000053414038,0.92543864,0.0007739645,0.00011304404,0.0000015036426,0.0014635022,0.0005641861,0.02090319,0.0026482737,0.046529923,0.00033695422],"about_ca_topic_score_codex":0.00184356,"about_ca_topic_score_gemma":0.0005428526,"teacher_disagreement_score":0.79045707,"about_ca_system_score_codex":0.00010938391,"about_ca_system_score_gemma":0.00073604326,"threshold_uncertainty_score":0.99911094},"labels":[],"label_agreement":null},{"id":"W6987379681","doi":"","title":"Spotlight on optics summary: visible femtosecond fiber laser","year":2023,"lang":"en","type":"other","venue":"ePrints Soton (University of Southampton)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Laser; Ultrashort pulse; Femtosecond; Fiber laser; Ultrashort pulse laser; Optical fiber; X-ray laser; Visible spectrum; Femtosecond pulse shaping","score_opus":0.018218672032081794,"score_gpt":0.1964427761039947,"score_spread":0.1782241040719129,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987379681","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010025275,0.000012745163,0.000090747,0.00063098967,0.00069145573,0.0003577851,0.000056485624,0.00073637813,0.98739815],"genre_scores_gemma":[0.013075373,0.000059175367,0.0003166506,0.0003660419,0.0008052044,0.0000011464784,0.00026616856,0.0005332524,0.984577],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987155,0.00000852482,0.00017671533,0.00048337466,0.00032221348,0.00029367922],"domain_scores_gemma":[0.99883026,0.000023817967,0.0005087347,0.00047832797,0.00014063116,0.000018203122],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00019094998,0.00031880927,0.00040435532,0.0008641732,0.00015815297,0.00007101509,0.00045277987,0.00040632012,0.029330326],"category_scores_gemma":[0.00002528471,0.00038032254,0.00014603781,0.00079691864,0.00014216891,0.0004479622,0.00028071608,0.00030404513,0.015637098],"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":[0.00019792517,0.00029415914,0.0027635023,0.0010246926,0.00035622268,0.0001199369,0.00013343777,0.0001512258,0.00003742338,0.037406906,0.95043606,0.0070785363],"study_design_scores_gemma":[0.0007994537,0.000011456931,0.0055846246,0.0005571859,0.000087745175,4.1652905e-7,0.0004884431,0.00013794148,0.000038493632,0.0007887639,0.9910064,0.0004991123],"about_ca_topic_score_codex":0.0017640376,"about_ca_topic_score_gemma":0.00077586906,"teacher_disagreement_score":0.04057033,"about_ca_system_score_codex":0.000038781003,"about_ca_system_score_gemma":0.000037847843,"threshold_uncertainty_score":0.9998649},"labels":[],"label_agreement":null},{"id":"W6987856654","doi":"","title":"Value Creation Tension in Coopetition: Virtuous and Vicious Cycles","year":2022,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Queen's University","funders":"","keywords":"Virtuous circle and vicious circle; Value creation; Value (mathematics); Value capture; Coopetition; Co-creation","score_opus":0.02116063109159683,"score_gpt":0.25399035777193724,"score_spread":0.2328297266803404,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W6987856654","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.94773567,0.0000138996675,0.000084774685,0.0061834888,0.000102965445,0.0003510838,0.000009460751,0.00008560484,0.045433063],"genre_scores_gemma":[0.9978165,0.000043616197,0.000031443324,0.00020935842,0.00014131157,0.0000038815197,0.00018938407,0.000013741198,0.0015507758],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99856466,0.00007864102,0.00015687158,0.00032251878,0.0005587917,0.00031853974],"domain_scores_gemma":[0.99933374,0.000045016615,0.00009159473,0.00015542185,0.00035566514,0.000018584964],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007968093,0.00011357455,0.00013896753,0.00095582765,0.0009862987,0.000114735354,0.00018516442,0.00006365251,0.000656776],"category_scores_gemma":[0.000067715664,0.00013299214,0.000027117234,0.0019605192,0.00014683866,0.0012556384,0.00048060855,0.000453487,0.000038373535],"study_design_candidate":"theoretical_or_conceptual","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":[0.00059256965,0.00050151773,0.100495934,0.00022025035,0.00003357807,0.00144577,0.00014590786,0.0020930972,0.0010875631,0.87912923,0.009840885,0.004413677],"study_design_scores_gemma":[0.0033317066,0.00020522132,0.7190197,0.00015369596,0.00004594991,0.000029718587,0.012097821,0.007639061,0.00010703643,0.0095168855,0.24709275,0.00076044723],"about_ca_topic_score_codex":0.005478381,"about_ca_topic_score_gemma":0.00009972986,"teacher_disagreement_score":0.86961234,"about_ca_system_score_codex":0.00011377786,"about_ca_system_score_gemma":0.00007947588,"threshold_uncertainty_score":0.828171},"labels":[],"label_agreement":null},{"id":"W7006395763","doi":"","title":"Theoretical Perspectives of Coopetition: Review and Integration","year":2018,"lang":"en","type":"article","venue":"Research Portal (Queen's University Belfast)","topic":"Business Strategy and Innovation","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":"Queen's University","funders":"","keywords":"Context (archaeology); Perspective (graphical); Work (physics); Identification (biology); Key (lock)","score_opus":0.02289131379349908,"score_gpt":0.2784472438027708,"score_spread":0.25555593000927174,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7006395763","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2507267,0.00053352956,0.0013501243,0.037556652,0.00015668024,0.0011549467,0.00002004485,0.00016503003,0.7083363],"genre_scores_gemma":[0.99796855,0.0008696026,0.00007559356,0.000158341,0.00024496406,8.7724726e-7,0.00003571757,0.000007323453,0.00063905097],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9991055,0.000041397445,0.00013456639,0.00022273292,0.00030047496,0.00019531441],"domain_scores_gemma":[0.9979489,0.000033971206,0.00008924973,0.0001518866,0.0017602772,0.000015736872],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00065716926,0.00009013841,0.00015454754,0.00031767294,0.0002933014,0.000053530563,0.0001509758,0.000053769658,0.0029980086],"category_scores_gemma":[0.00021753358,0.000084569496,0.000027602386,0.0012105015,0.0010860518,0.0010763308,0.00015595547,0.0002059959,0.00006338854],"study_design_candidate":"theoretical_or_conceptual","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":[0.00006244832,0.00006896748,0.0005605443,0.0003098359,0.000014105271,0.00001105422,0.00003715783,8.711105e-8,0.00014002454,0.9938105,0.0043298807,0.0006554047],"study_design_scores_gemma":[0.007176314,0.0024973294,0.30984375,0.01018464,0.0010911541,0.000048964655,0.06962842,0.0016330438,0.0034952068,0.17554875,0.41589773,0.0029547117],"about_ca_topic_score_codex":0.0003597459,"about_ca_topic_score_gemma":0.000018330924,"teacher_disagreement_score":0.81826174,"about_ca_system_score_codex":0.000023682474,"about_ca_system_score_gemma":0.00005324632,"threshold_uncertainty_score":0.99791336},"labels":[],"label_agreement":null},{"id":"W7007887178","doi":"","title":"Amélioration de la QoS du trafic de Cloud-Gaming : une comparaison entre HTB et L4S","year":2025,"lang":"fr","type":"article","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Waterloo","funders":"","keywords":"Quality (philosophy); Context (archaeology); Production (economics); Identification (biology)","score_opus":0.010463946758457328,"score_gpt":0.23467416971243005,"score_spread":0.22421022295397272,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7007887178","genre_codex":"methods","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.2785518,0.003671395,0.28144318,0.16496684,0.0013594957,0.0005407377,0.000015269123,0.0003751996,0.26907608],"genre_scores_gemma":[0.9781002,0.0005094834,0.0048583928,0.0016947658,0.00023567595,0.000038456154,0.00040292292,0.00004161553,0.0141184805],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9958317,0.0021982857,0.000631343,0.000523086,0.00028640404,0.00052912696],"domain_scores_gemma":[0.9955722,0.0010213557,0.00051598327,0.0007324763,0.0021149279,0.00004304649],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0069751358,0.00034399764,0.0003291758,0.00041138378,0.00076402235,0.001523502,0.00063968217,0.00034225438,0.00035166138],"category_scores_gemma":[0.0013920541,0.00041283225,0.00013871037,0.0024974763,0.00036998713,0.0013972581,0.00027377377,0.0005449111,0.000120820165],"study_design_candidate":"theoretical_or_conceptual","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":[0.000034255896,0.0007751599,0.022593739,0.0005483833,0.000064882035,0.000008996251,0.002544116,0.0005323903,0.003955593,0.9093231,0.015679896,0.043939516],"study_design_scores_gemma":[0.0019225475,6.2129453e-7,0.09573868,0.0044930535,0.00024348608,0.000016384321,0.0012169435,0.13960655,0.009414758,0.01635192,0.7302727,0.0007223587],"about_ca_topic_score_codex":0.0054248045,"about_ca_topic_score_gemma":0.0025795395,"teacher_disagreement_score":0.89297116,"about_ca_system_score_codex":0.00022851338,"about_ca_system_score_gemma":0.00039651475,"threshold_uncertainty_score":0.99983233},"labels":[],"label_agreement":null},{"id":"W7017497254","doi":"","title":"A Canadian Perspective on the Role of Cooperators and Informants","year":2002,"lang":"en","type":"article","venue":"eYLS (Yale Law School)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Perspective (graphical); Government (linguistics); Qualitative research; Context (archaeology)","score_opus":0.012039006228086301,"score_gpt":0.20064922896050494,"score_spread":0.18861022273241865,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7017497254","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6502328,0.00013693789,9.638809e-7,0.0026664548,0.0000888924,0.00013998713,0.0000034666177,0.000024156181,0.34670633],"genre_scores_gemma":[0.9952161,0.000009406339,0.0000066599982,0.004308497,0.00020941893,0.000008288812,0.0000044100134,0.000009030912,0.00022822688],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99946713,0.0000046485966,0.0001352872,0.00011277825,0.000112468275,0.00016769064],"domain_scores_gemma":[0.99952435,0.000013512419,0.000075553886,0.00014007774,0.00022974235,0.00001675146],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00012354704,0.000097429416,0.00009122686,0.000110958754,0.00025044213,0.00016212261,0.00011587589,0.000052116106,0.0009300412],"category_scores_gemma":[0.00007046166,0.000070876515,0.00001775152,0.0004344173,0.00006509028,0.0008043609,0.000026179354,0.00013276434,0.00032585964],"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":[0.000007482949,0.000015790722,0.006896867,0.000009838941,0.0000116962365,0.0000012205342,0.000067026995,0.000013561994,0.00010551358,0.99017775,0.0019121817,0.00078108517],"study_design_scores_gemma":[0.0013972973,0.00007228972,0.09753273,0.00021896389,0.0000702864,0.000006470816,0.007690857,0.009791074,0.0014702243,0.04133054,0.8395862,0.0008330697],"about_ca_topic_score_codex":0.16245408,"about_ca_topic_score_gemma":0.07145073,"teacher_disagreement_score":0.9488472,"about_ca_system_score_codex":0.0000444768,"about_ca_system_score_gemma":0.000021927695,"threshold_uncertainty_score":0.99998325},"labels":[],"label_agreement":null},{"id":"W7019358272","doi":"","title":"Florie Colin, architecte DE et doctorante","year":2019,"lang":"fr","type":"other","venue":"OpenEdition (OpenEdition)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Product (mathematics); Context (archaeology)","score_opus":0.01739588171256259,"score_gpt":0.23721508486706241,"score_spread":0.21981920315449982,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7019358272","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0014821872,0.0011105574,0.00721296,0.08560952,0.012558033,0.0021584718,0.00039230386,0.0003936282,0.8890823],"genre_scores_gemma":[0.13176677,0.0008680252,0.0021093492,0.1710055,0.018526424,0.0008688871,0.014674173,0.00089961546,0.65928125],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9955449,0.00016807365,0.0011617573,0.0012040286,0.0008680066,0.0010532179],"domain_scores_gemma":[0.9961754,0.0001675873,0.0014135643,0.00088362844,0.0012757159,0.00008407565],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0011562085,0.0010637369,0.00097213936,0.000998529,0.000607708,0.0018854631,0.00089759176,0.0009613592,0.07428578],"category_scores_gemma":[0.00036059495,0.0011593343,0.00031974493,0.001674682,0.0003313212,0.021071821,0.0003761017,0.0010667159,0.041346077],"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":[0.00022372947,0.00038155247,0.000757921,0.0015960728,0.00019962408,0.00007314052,0.000028587549,0.000515855,0.00039959277,0.8505197,0.14063658,0.004667631],"study_design_scores_gemma":[0.0021026898,0.00006971408,0.026866427,0.002130083,0.00031324627,0.000034501947,0.00008536645,0.0010974554,0.00013898376,0.0093455035,0.9564564,0.0013596034],"about_ca_topic_score_codex":0.00083399995,"about_ca_topic_score_gemma":0.002878322,"teacher_disagreement_score":0.84117424,"about_ca_system_score_codex":0.00030961935,"about_ca_system_score_gemma":0.00052032445,"threshold_uncertainty_score":0.9991507},"labels":[],"label_agreement":null},{"id":"W7020166440","doi":"","title":"Kartelizacja przemysłu II Rzeczypospolitej. Wybrane problemy","year":2015,"lang":"fr","type":"article","venue":"University of Lodz Repository (University of Łódź)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Prairie Women's Health Centre of Excellence","funders":"","keywords":"Nucleofection; Gestational period; Fusible alloy; Pretext; Hyporeflexia; TSG101","score_opus":0.019863438379352578,"score_gpt":0.16759432696601212,"score_spread":0.14773088858665953,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7020166440","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7085797,0.0037900486,0.0023787848,0.008276816,0.0023920208,0.00070539257,0.000046254943,0.00021617301,0.27361476],"genre_scores_gemma":[0.89887613,0.0001755195,0.0018470316,0.0000965462,0.0003592039,3.173776e-8,0.00009158832,0.000028770546,0.098525174],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99806637,0.00007516881,0.00032495585,0.0005203396,0.00055830576,0.0004548368],"domain_scores_gemma":[0.9963907,0.000032933163,0.001020798,0.00049610884,0.0019661386,0.000093332776],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00045564628,0.0003333138,0.00059132004,0.0005020508,0.00087869813,0.000055812026,0.0007867011,0.000422477,0.00063680555],"category_scores_gemma":[0.00003625418,0.0005026078,0.00026373108,0.0013900218,0.0010384229,0.0038755857,0.000624899,0.0003286098,0.00015916697],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007138744,0.006153665,0.12791918,0.012826763,0.0023184197,0.0026339903,0.01944526,0.0042452603,0.01282276,0.39899966,0.38756654,0.017929744],"study_design_scores_gemma":[0.0062380442,0.00049025175,0.024602761,0.0014953554,0.0013900193,0.000060312697,0.04240682,0.0047598197,0.0005457298,0.0016866749,0.9151355,0.0011887159],"about_ca_topic_score_codex":0.009728863,"about_ca_topic_score_gemma":0.0003645271,"teacher_disagreement_score":0.52756894,"about_ca_system_score_codex":0.00025528998,"about_ca_system_score_gemma":0.00042211587,"threshold_uncertainty_score":0.99974257},"labels":[],"label_agreement":null},{"id":"W7034777259","doi":"","title":"Vancouver foundation’s grant to provide solar power to Puerto Rico","year":2018,"lang":"en","type":"other","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Power (physics); Government (linguistics); Solar power; Work (physics)","score_opus":0.016220731627481236,"score_gpt":0.22846026200437258,"score_spread":0.21223953037689136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7034777259","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00012837448,0.0000068895793,0.0160974,0.0019201115,0.0035715376,0.000985805,0.000002886309,0.0005224411,0.97676456],"genre_scores_gemma":[0.004486091,0.0000016254131,0.0022507294,0.016408458,0.00411201,0.000112504626,0.00011275582,0.00041889166,0.9720969],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9984721,0.000004879417,0.00032867986,0.0005344941,0.0002973074,0.0003625314],"domain_scores_gemma":[0.9988906,0.0000068236504,0.00023077642,0.00043629587,0.0004137744,0.000021780097],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00020563258,0.00036845898,0.00029840734,0.0009143237,0.00013316952,0.00047140635,0.0003387174,0.00023891743,0.041245986],"category_scores_gemma":[0.000102921746,0.00031251562,0.000060039412,0.0012440357,0.00002923185,0.000709335,0.00018699131,0.00010495542,0.030211778],"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":[0.000027838616,0.000049339793,0.00017764892,0.00012281966,0.000029922923,0.0000029213393,0.0000074750624,0.0000029125574,0.00004903539,0.013849773,0.9816446,0.0040357118],"study_design_scores_gemma":[0.00021798325,0.000016581911,0.0006310824,0.00015408584,0.000029782865,2.7583496e-7,0.00003781978,0.0000340767,0.000012280704,0.0006118933,0.9977728,0.00048134904],"about_ca_topic_score_codex":0.0024208978,"about_ca_topic_score_gemma":0.007999153,"teacher_disagreement_score":0.016128188,"about_ca_system_score_codex":0.000049429596,"about_ca_system_score_gemma":0.000046855035,"threshold_uncertainty_score":0.9999327},"labels":[],"label_agreement":null},{"id":"W7097986760","doi":"","title":"BUSINESS GEOMATICS IN CANADA: a marketing perspective","year":2011,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Geomatics; Perspective (graphical); Term (time); Range (aeronautics); Process (computing)","score_opus":0.027719142525260948,"score_gpt":0.18953188323668,"score_spread":0.16181274071141905,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7097986760","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.5524345,0.000016571781,0.0003752138,0.00075605226,0.0002721593,0.00011949969,3.8298086e-7,0.000050533185,0.4459751],"genre_scores_gemma":[0.99805164,0.000001995927,0.00043701494,0.0011610953,0.00018218851,0.000008845005,0.000005584006,0.000012826498,0.00013879851],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9992555,0.0000056258064,0.00022764577,0.0001625858,0.00013525656,0.00021340985],"domain_scores_gemma":[0.99928665,0.000017225246,0.00011235347,0.00011482159,0.00046492091,0.0000040288633],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002771129,0.000112911344,0.000121415265,0.00018047114,0.00006442931,0.00005130734,0.00012560569,0.000033919325,0.0010914978],"category_scores_gemma":[0.0001862209,0.00010231214,0.0000116986575,0.0012819995,0.000018165356,0.0009032015,0.00005620013,0.00008624655,0.000055619916],"study_design_candidate":"observational","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":[0.00014122823,0.0001323707,0.38324416,0.00027639064,0.000022262417,0.00007042764,0.00015214566,0.00007362198,0.000096984186,0.607389,0.0049133133,0.0034881188],"study_design_scores_gemma":[0.00023860169,6.8878677e-7,0.98861414,0.000042159827,0.0000073177384,0.000001432178,0.0027849227,0.0028104563,0.000019233506,0.004239368,0.0010640315,0.00017762173],"about_ca_topic_score_codex":0.97619486,"about_ca_topic_score_gemma":0.95426434,"teacher_disagreement_score":0.60537004,"about_ca_system_score_codex":0.00019167928,"about_ca_system_score_gemma":0.00026720884,"threshold_uncertainty_score":0.99982166},"labels":[],"label_agreement":null},{"id":"W7100540118","doi":"","title":"ALLIANCE-BASED COMPETITIVE DYNAMICS BRIAN S.","year":2016,"lang":"en","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Alliance; Transaction cost; Competitive advantage; Dynamics (music); Database transaction","score_opus":0.01701582365037998,"score_gpt":0.21077741485952547,"score_spread":0.1937615912091455,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7100540118","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06862108,0.00001113406,0.10123242,0.036498483,0.000786841,0.00025053692,0.0000067564424,0.00046185864,0.7921309],"genre_scores_gemma":[0.99306697,0.0000018389384,0.00032440393,0.004311149,0.00045620173,0.000007656844,0.000037874375,0.000012986106,0.0017808962],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9994304,0.0000023455013,0.00014094649,0.00015769814,0.00010847405,0.00016010484],"domain_scores_gemma":[0.9995348,0.00001857835,0.000087793895,0.00012450104,0.0002303032,0.0000040462082],"candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009986729,0.00009737768,0.000085999745,0.00007137033,0.00008322691,0.00010569434,0.00011111087,0.00004714235,0.0015389839],"category_scores_gemma":[0.000032921223,0.00006324551,0.000028205171,0.00035618313,0.00005424126,0.0009472389,0.00002562643,0.000034893794,0.0009761558],"study_design_candidate":"theoretical_or_conceptual","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":[0.000020865333,0.000029894894,0.0142190335,0.000023699504,0.000005127853,0.0000021929188,5.1410274e-7,0.000006783026,0.0004334371,0.9678494,0.002103105,0.015306002],"study_design_scores_gemma":[0.0039984747,0.00002489368,0.30994734,0.0003936011,0.000049386257,0.0000016189093,0.0001766507,0.035137452,0.0014324827,0.03548609,0.6122645,0.0010874664],"about_ca_topic_score_codex":0.0001226015,"about_ca_topic_score_gemma":0.00032464083,"teacher_disagreement_score":0.9323633,"about_ca_system_score_codex":0.000031224063,"about_ca_system_score_gemma":0.000018062197,"threshold_uncertainty_score":0.9998017},"labels":[],"label_agreement":null},{"id":"W7126045997","doi":"10.59876/a-ezeh-9pdh","title":"Quelle confiance pour le management de la coopétition dans les alliances stratégiques de pseudo-concentration et de co-intégration ?","year":2025,"lang":"","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Coopetition; Alliance; Cognition; Qualitative research; Qualitative property; Survey data collection; Diversity management; Strategic management","score_opus":0.012803475306955907,"score_gpt":0.2845805172609456,"score_spread":0.27177704195398966,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126045997","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.030744852,0.00012985806,0.45210725,0.007085485,0.0006393108,0.0005983154,0.000017749146,0.00015647385,0.5085207],"genre_scores_gemma":[0.97283417,0.0019553516,0.010227892,0.0046116905,0.0005860536,0.0002507842,0.00079728407,0.000041751893,0.008695005],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9972506,0.00015524271,0.0008162536,0.00067971286,0.0005113018,0.0005868964],"domain_scores_gemma":[0.99855524,0.00009122759,0.0005800716,0.00030089243,0.00044387468,0.000028701837],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0018531462,0.000460914,0.00027042025,0.0005223534,0.0005811646,0.0019999184,0.00069969136,0.00026798682,0.00051231455],"category_scores_gemma":[0.000061001654,0.00055990566,0.0001392094,0.00074826344,0.00021626854,0.0022444606,0.00019902989,0.0003748217,0.000086477645],"study_design_candidate":"theoretical_or_conceptual","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":[0.00020457884,0.0006029338,0.030412573,0.0009787683,0.000551617,0.00005611325,0.000169619,0.00597919,0.0019717992,0.91938573,0.027804634,0.011882421],"study_design_scores_gemma":[0.0043757455,0.000040278384,0.43379945,0.0022927087,0.00056675397,0.0000117796635,0.006465187,0.17104349,0.004945577,0.15739378,0.217902,0.0011632465],"about_ca_topic_score_codex":0.0013651262,"about_ca_topic_score_gemma":0.00024318595,"teacher_disagreement_score":0.9420893,"about_ca_system_score_codex":0.00076555397,"about_ca_system_score_gemma":0.00031772858,"threshold_uncertainty_score":0.9996852},"labels":[],"label_agreement":null},{"id":"W7126273005","doi":"10.3917/riges.292.0090a","title":"L’entreprise-réseau. Dix ans d’expérience de la Chaire Bombardier Produits récréatifs , sous la direction de Pierre-André Julien, Louis Raymond, Réal Jacob et Georges Abdul-Nour, Presses de l’Université du Québec, 2003, 498 pages. Recension faite par Gilles Paché, professeur de sciences de gestion et directeur de recherche au Centre de Recherche sur le Transport et la Logistique à l’Université de la Méditerranée (Aix-Marseille II)","year":2004,"lang":"fr","type":"article","venue":"Gestion","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Perspective (graphical); Term (time)","score_opus":0.05533050178479409,"score_gpt":0.2822397613046554,"score_spread":0.2269092595198613,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7126273005","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8794275,0.0028656535,0.04256372,0.06735951,0.00029364513,0.00082183914,0.00004281794,0.00053950376,0.0060858405],"genre_scores_gemma":[0.9596529,0.027010525,0.008473038,0.0008604439,0.00030700697,0.00006839637,0.00025813145,0.00010923632,0.0032603114],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99057066,0.005946846,0.0005836393,0.0010342734,0.00046631004,0.0013982612],"domain_scores_gemma":[0.9965763,0.0013930801,0.0006715499,0.0003860961,0.0007843008,0.00018866407],"candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01704296,0.0006928882,0.00051767536,0.0004207832,0.0016726411,0.00041126853,0.00051720394,0.0020793434,0.00011639452],"category_scores_gemma":[0.00523956,0.0007670543,0.00018176044,0.0019000527,0.00081860606,0.0025898481,0.00020629006,0.0022751363,0.00001488419],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.0018384951,0.0028741737,0.6384187,0.0021183367,0.00026643713,0.0010375693,0.05861375,0.14633554,0.048928663,0.015915161,0.028536728,0.05511648],"study_design_scores_gemma":[0.0025715504,0.000116045994,0.8757177,0.002505486,0.00050411734,0.0005929227,0.003150641,0.0098565025,0.007912913,0.005671779,0.09027226,0.0011280656],"about_ca_topic_score_codex":0.08153147,"about_ca_topic_score_gemma":0.02009678,"teacher_disagreement_score":0.23729904,"about_ca_system_score_codex":0.004198636,"about_ca_system_score_gemma":0.0064044804,"threshold_uncertainty_score":0.99962705},"labels":[],"label_agreement":null},{"id":"W7128871978","doi":"","title":"Clusters evaluation and development. Comparison of two clusters : in France and Québec in the transport sector","year":2017,"lang":"fr","type":"article","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Cluster (spacecraft); Context (archaeology); Phase (matter); Order (exchange)","score_opus":0.057175930694685885,"score_gpt":0.30381974492812425,"score_spread":0.24664381423343837,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7128871978","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98212165,0.0019235949,0.00045583778,0.009170978,0.00032033207,0.00048472657,6.76216e-7,0.0000059961326,0.005516207],"genre_scores_gemma":[0.99888074,0.000031992007,0.00022892519,0.00047932495,0.000081833445,0.000019159219,0.000017565142,0.0000087422395,0.00025172264],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9988435,0.000028899301,0.00048209858,0.00022379903,0.00024014278,0.00018154764],"domain_scores_gemma":[0.99924856,0.000038322956,0.00035476827,0.00018288099,0.00016990975,0.0000055675323],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0013649624,0.00015310949,0.00023553979,0.00017168999,0.00024042658,0.00018686087,0.00017945872,0.00008779953,0.00013233308],"category_scores_gemma":[0.000056400448,0.00012749333,0.000013172117,0.0002236696,0.00020677275,0.0017259907,0.000041324332,0.00015874192,0.0000045838297],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000032868273,0.000095032614,0.94138867,0.0005206026,0.000010628723,0.0000013939131,0.0016078944,0.00034660377,0.00003837783,0.0017367062,0.00012836231,0.054092836],"study_design_scores_gemma":[0.0018605378,0.0000069290304,0.94498837,0.0003077278,0.000030447784,7.2352617e-7,0.0013358196,0.044012796,0.000027189451,0.00013930387,0.0071362774,0.00015384915],"about_ca_topic_score_codex":0.039960478,"about_ca_topic_score_gemma":0.17960063,"teacher_disagreement_score":0.13964014,"about_ca_system_score_codex":0.00003431037,"about_ca_system_score_gemma":0.00011751693,"threshold_uncertainty_score":0.9664325},"labels":[],"label_agreement":null},{"id":"W7133409866","doi":"","title":"Communautés de consommateurs B-to-C : approche des stratégies internationales","year":2010,"lang":"fr","type":"article","venue":"ORBi UMONS","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université de Moncton","funders":"","keywords":"Order (exchange); Decision process; Community participation","score_opus":0.029928040163287338,"score_gpt":0.26047138275089815,"score_spread":0.2305433425876108,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133409866","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8671756,0.00076858775,0.0034084416,0.04714217,0.002909308,0.0003054072,0.000026223433,0.00020609025,0.07805816],"genre_scores_gemma":[0.98549956,0.00011937345,0.004554208,0.001952483,0.0010851672,0.000041362182,0.0001002523,0.000044383345,0.0066032154],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998709,0.00001973453,0.00034550173,0.00026083022,0.00019765565,0.0004672463],"domain_scores_gemma":[0.9987893,0.000085371736,0.00018003809,0.00031171716,0.00060066744,0.000032874123],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00046247116,0.00026283448,0.00020204067,0.00028999237,0.00046676118,0.0008235506,0.0004640139,0.00021920414,0.0013626922],"category_scores_gemma":[0.00039531797,0.00028200264,0.00007145324,0.0008160234,0.00047825332,0.0017469106,0.00020396739,0.0005631791,0.0010322762],"study_design_candidate":"theoretical_or_conceptual","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":[0.000042331314,0.00035147378,0.07408555,0.0006206983,0.00007918674,0.000020849375,0.00046203792,0.00017673554,0.015310517,0.84424984,0.040497426,0.024103358],"study_design_scores_gemma":[0.0005548841,0.000021612748,0.2061585,0.00047682994,0.00011477429,0.000039066832,0.0017857978,0.0024423348,0.0016164326,0.045599543,0.7405552,0.00063500763],"about_ca_topic_score_codex":0.0018711234,"about_ca_topic_score_gemma":0.0022400334,"teacher_disagreement_score":0.7986503,"about_ca_system_score_codex":0.000040886825,"about_ca_system_score_gemma":0.000099082805,"threshold_uncertainty_score":0.9999632},"labels":[],"label_agreement":null},{"id":"W7133438802","doi":"","title":"Relational Strategies and Competitiveness","year":2014,"lang":"en","type":"article","venue":"ORBi UMONS","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université de Moncton","funders":"","keywords":"","score_opus":0.027160794245316817,"score_gpt":0.22530991767148537,"score_spread":0.19814912342616856,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7133438802","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.68767947,0.000026170628,0.009830561,0.0034645922,0.0002763146,0.00008564525,0.0000011267384,0.00012604982,0.29851004],"genre_scores_gemma":[0.9985812,0.0000027332185,0.00018872187,0.0005328276,0.00046422324,0.000005473744,0.0000419688,0.000008081391,0.00017481785],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.99959064,0.0000045224383,0.00010136472,0.00012134059,0.000083871644,0.00009824915],"domain_scores_gemma":[0.99972993,0.000025331456,0.00006248696,0.00007140542,0.00010707726,0.0000037910465],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00013885737,0.00007392341,0.0000731441,0.00008417823,0.00016351172,0.00025015432,0.0000463548,0.000039455947,0.00024295543],"category_scores_gemma":[0.000032300093,0.0000685743,0.000012833811,0.00023225186,0.000060998576,0.0015275935,0.00003244934,0.00006357439,0.000116377254],"study_design_candidate":"theoretical_or_conceptual","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":[0.0000055919427,0.000012779737,0.019043772,0.00003186647,0.000003553807,5.570931e-7,0.0000051996467,0.000063642176,0.0004795574,0.97804624,0.00019118191,0.002116038],"study_design_scores_gemma":[0.00029805594,0.000006360766,0.774555,0.000033196655,0.000014394562,0.0000023143098,0.00018554578,0.0038384146,0.000025875937,0.04097521,0.1798986,0.00016701824],"about_ca_topic_score_codex":0.00010175138,"about_ca_topic_score_gemma":0.000038797192,"teacher_disagreement_score":0.937071,"about_ca_system_score_codex":0.0000039945194,"about_ca_system_score_gemma":0.000012895972,"threshold_uncertainty_score":0.27963787},"labels":[],"label_agreement":null},{"id":"W7147278966","doi":"10.70675/c0c7603czc04cz4537zb24fze46ec0f92a58","title":"Évaluation et développement des clusters. Comparaison de deux clusters : en France et au Québec dans le domaine du transport","year":2017,"lang":"","type":"dissertation","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Cluster (spacecraft); Context (archaeology); Order (exchange); Phase (matter)","score_opus":0.03839587148903472,"score_gpt":0.288751155659528,"score_spread":0.2503552841704933,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7147278966","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.7508267,0.0001411439,0.1725865,0.015298167,0.0014692635,0.001398774,0.000012314751,0.00018778336,0.05807934],"genre_scores_gemma":[0.9798737,0.00028864242,0.0021639133,0.003003052,0.0008217461,0.00022924742,0.006141561,0.00015748781,0.0073206373],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9950994,0.00017377427,0.0016702998,0.0011371959,0.0009444197,0.00097489107],"domain_scores_gemma":[0.9957254,0.00012879354,0.001973062,0.0007649204,0.0013517421,0.000056087447],"candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0037905294,0.0011391493,0.0010102168,0.00068875874,0.0029492162,0.0010022069,0.0009956182,0.00074247736,0.0005781841],"category_scores_gemma":[0.00021659465,0.0011941356,0.00033513957,0.00077736937,0.00036432574,0.0050783395,0.00008548334,0.00075621647,0.00014648294],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0021192483,0.0018523092,0.81008863,0.008495346,0.0009089975,0.00006313915,0.0369646,0.03304022,0.005152449,0.0625548,0.0020595063,0.036700726],"study_design_scores_gemma":[0.0036167197,0.000056586225,0.9319879,0.0013473214,0.00056182436,0.000007403467,0.0067661013,0.039973285,0.00059926556,0.0014396416,0.012206743,0.0014372114],"about_ca_topic_score_codex":0.29505125,"about_ca_topic_score_gemma":0.50729686,"teacher_disagreement_score":0.229047,"about_ca_system_score_codex":0.00071378576,"about_ca_system_score_gemma":0.0027837968,"threshold_uncertainty_score":0.99905086},"labels":[],"label_agreement":null},{"id":"W7164894564","doi":"10.1080/17153379.2008.12556273","title":"Business Networks and Strategic Alliances in China.","year":2008,"lang":"en","type":"article","venue":"Pacific Affairs","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business networking; Strategic alliance; Business model","score_opus":0.022953153443805902,"score_gpt":0.205771253022193,"score_spread":0.1828180995783871,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7164894564","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.30896094,0.00047819884,0.00061472144,0.00078085915,0.0005315149,0.00020309238,7.7682415e-7,0.00014391699,0.68828595],"genre_scores_gemma":[0.998862,0.00021588904,0.00006160998,0.000042810316,0.0005419553,0.0000146578695,0.0000378784,0.000017538037,0.00020565529],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9990868,0.000006093476,0.0002407235,0.00026964382,0.00012815392,0.00026856505],"domain_scores_gemma":[0.99961346,0.000011173043,0.00012372459,0.0001352908,0.000108202876,0.0000081397875],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00016763914,0.00017054833,0.00018056604,0.00018841962,0.00018775302,0.00013037493,0.00010667689,0.00009615219,0.00011549832],"category_scores_gemma":[0.000017492013,0.00015570065,0.000018733997,0.0013652267,0.00013482373,0.0011099597,0.00004250708,0.00015058082,0.000053979806],"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":[0.00030905628,0.00049735006,0.41980523,0.0007345997,0.000053666154,0.00034990418,0.00046287343,0.016754286,0.00037376117,0.5480796,0.004137632,0.008442042],"study_design_scores_gemma":[0.001546007,0.000014995262,0.89603215,0.0001952692,0.000024642659,0.00004445749,0.014382311,0.063905045,0.000011739086,0.018102825,0.0048236726,0.00091690215],"about_ca_topic_score_codex":0.00026235523,"about_ca_topic_score_gemma":0.00008510774,"teacher_disagreement_score":0.68990105,"about_ca_system_score_codex":0.000012214343,"about_ca_system_score_gemma":0.000020173207,"threshold_uncertainty_score":0.6349288},"labels":[],"label_agreement":null},{"id":"W73421040","doi":"10.4018/978-1-59140-553-5.ch016","title":"Agent-Based Intelligence Infrastructure","year":2005,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"University of Manitoba","funders":"","keywords":"Adaptation (eye); Intelligent agent; Knowledge management; Computer science; Dissemination; Order (exchange); Intelligent decision support system; Active listening; Collective intelligence; Marketing and artificial intelligence; Ambient intelligence; Competition (biology); Process management; Engineering; Artificial intelligence; Business","score_opus":0.021049220992276532,"score_gpt":0.231371848996836,"score_spread":0.21032262800455948,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W73421040","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00014379232,0.00010513436,0.0020657517,0.00032493833,0.0009323929,0.0002894044,0.00002540147,0.00026883662,0.99584436],"genre_scores_gemma":[0.8977757,0.0000046257705,0.0009370849,0.016385661,0.007922194,0.000024757823,0.00018168407,0.00015258073,0.07661568],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.998335,0.000002183962,0.00048072945,0.00047155688,0.0003825871,0.00032792793],"domain_scores_gemma":[0.99871147,0.000008540329,0.00047760198,0.00040893749,0.00037672668,0.000016747414],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00009809488,0.0005113607,0.00035607492,0.00019071085,0.00016048977,0.0003578054,0.00041549985,0.0005311877,0.0009901474],"category_scores_gemma":[0.000019829815,0.0004992364,0.00015741469,0.00009035073,0.00011798617,0.00033624805,0.0001298719,0.00037542035,0.001346563],"study_design_candidate":"theoretical_or_conceptual","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":[0.000034919016,0.0000067212204,0.00005752877,0.0001232403,0.000029318142,0.00002075713,0.0000015712393,0.00027551973,0.000007732173,0.94790757,0.0076567126,0.043878432],"study_design_scores_gemma":[0.00017677112,0.000008116499,0.00031319313,0.00021985272,0.00009104743,0.0000042685997,0.000005318101,0.0006202459,0.00002098216,0.43419135,0.5637681,0.0005807775],"about_ca_topic_score_codex":0.00008856727,"about_ca_topic_score_gemma":0.00009024627,"teacher_disagreement_score":0.9192287,"about_ca_system_score_codex":0.0001454585,"about_ca_system_score_gemma":0.00012501513,"threshold_uncertainty_score":0.9999231},"labels":[],"label_agreement":null},{"id":"W74699728","doi":"10.25959/23223482","title":"An economic geography of a manufacturing/transport logistics association","year":2000,"lang":"en","type":"dissertation","venue":"Figshare","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Newsprint; Dialectic; Competition (biology); Reflexivity; Sociology; Political science; Social science; Epistemology; Engineering; Philosophy","score_opus":0.0193707629524233,"score_gpt":0.2337479613415593,"score_spread":0.21437719838913602,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W74699728","genre_codex":"empirical","genre_gemma":"dataset","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.4676805,0.00023482731,0.000003761761,0.00010048116,0.0019703496,0.0013453155,0.16067511,0.00065536646,0.36733428],"genre_scores_gemma":[0.47712177,0.0000050220465,0.000006921736,0.00008953219,0.0006287887,0.000040821298,0.52171624,0.000030458772,0.00036047734],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.9989193,0.0000037154348,0.00041213512,0.00027702766,0.0001903535,0.0001974876],"domain_scores_gemma":[0.9986636,0.00001541504,0.0008702721,0.00021263838,0.00023105301,0.0000070465876],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00006309565,0.00023984311,0.0002761297,0.00038001878,0.0000897675,0.00011731734,0.00024696707,0.00042668896,0.13687073],"category_scores_gemma":[0.000040021798,0.00026612487,0.00011570415,0.0001757395,0.0000030278256,0.00091457035,0.0000064109086,0.00021279733,0.0013099541],"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":[0.0017727626,0.0013041289,0.038497984,0.033853505,0.0011757243,0.000074068084,0.00026299097,0.015784983,0.0002623114,0.005127372,0.82687277,0.075011395],"study_design_scores_gemma":[0.00044271635,0.000019902294,0.76984954,0.002080047,0.0001815185,3.7520033e-7,0.00008002041,0.00056931854,0.001417831,0.0013816833,0.2231704,0.0008066408],"about_ca_topic_score_codex":0.000221569,"about_ca_topic_score_gemma":0.0003030612,"teacher_disagreement_score":0.73135155,"about_ca_system_score_codex":0.00005516651,"about_ca_system_score_gemma":0.000067440895,"threshold_uncertainty_score":0.9999791},"labels":[],"label_agreement":null},{"id":"W76834720","doi":"10.59876/a-gttd-117a","title":"Les déterminants de la réussite des alliances logistiques : une vision integrative","year":2007,"lang":"en","type":"article","venue":"Management international","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Alliance; Transaction cost; Equity (law); Business; Database transaction; General partnership; Order (exchange); Welfare economics; Knowledge management; Microeconomics; Computer science; Economics; Political science","score_opus":0.02656841509596724,"score_gpt":0.3336438459367025,"score_spread":0.30707543084073524,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W76834720","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.21825358,0.000040028208,0.11352399,0.0011347859,0.00048967096,0.00015800948,0.000002185856,0.00015998684,0.6662378],"genre_scores_gemma":[0.9932949,0.00005598947,0.0033162034,0.00078111375,0.0004786794,0.000013804429,0.00007598691,0.000014750385,0.0019686064],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.999042,0.000008908763,0.00025974427,0.00022459561,0.00025153154,0.0002132207],"domain_scores_gemma":[0.99946195,0.000042549225,0.00017567648,0.00009980841,0.00021236508,0.000007648496],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000739824,0.0001572342,0.00009864013,0.00033377457,0.00018792518,0.00039243317,0.00030543862,0.000057063513,0.00028136128],"category_scores_gemma":[0.000046488065,0.00013260172,0.000044666987,0.0004455067,0.00017747258,0.0012150172,0.00014276829,0.00011825824,0.00009413761],"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":[0.00012812833,0.0001866804,0.08492782,0.00011565371,0.00008571005,0.000113769915,0.00009011023,0.00015739836,0.00028998364,0.71213937,0.005870879,0.19589451],"study_design_scores_gemma":[0.0004518541,0.000012342697,0.76874083,0.00023882583,0.000029701681,0.0000047106873,0.00086527877,0.002985536,0.00033845167,0.046351478,0.17973942,0.00024159916],"about_ca_topic_score_codex":0.0007874625,"about_ca_topic_score_gemma":0.00029558138,"teacher_disagreement_score":0.7750413,"about_ca_system_score_codex":0.00009181884,"about_ca_system_score_gemma":0.000005248972,"threshold_uncertainty_score":0.5407342},"labels":[],"label_agreement":null},{"id":"W775484726","doi":"10.4000/insaniyat.13729","title":"De l’invention à l’innovation, l’énigmatique mutation","year":2012,"lang":"fr","type":"article","venue":"Insaniyat / إنسانيات","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Université du Québec à Montréal","funders":"","keywords":"Humanities; Philosophy","score_opus":0.029183158208162842,"score_gpt":0.2550314036623606,"score_spread":0.22584824545419777,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W775484726","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6894161,0.008460904,0.049034774,0.0315353,0.014876151,0.0011806572,0.000022986036,0.0006628998,0.2048102],"genre_scores_gemma":[0.98191506,0.0001081624,0.0012132318,0.0052108094,0.0057653305,0.00006511621,0.00051237334,0.000083182356,0.0051267287],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9973527,0.00006444867,0.0009187567,0.00033993347,0.00040046324,0.0009236729],"domain_scores_gemma":[0.99750423,0.0000479041,0.0007513079,0.00033400315,0.0013281449,0.000034397188],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0016770324,0.00040287894,0.0002986938,0.0007287805,0.0004900822,0.0006951227,0.00024452983,0.000496148,0.0032734186],"category_scores_gemma":[0.00047333,0.0004669331,0.00010253128,0.0037164271,0.00015835749,0.009095481,0.00009732095,0.00044128695,0.0024437252],"study_design_candidate":"theoretical_or_conceptual","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":[0.000031638574,0.0004804269,0.043289736,0.0010303307,0.00006696425,0.000008119221,0.00027098999,0.00017913707,0.0025037315,0.89468545,0.0346149,0.022838578],"study_design_scores_gemma":[0.0011613815,0.000029401865,0.19294669,0.00061352376,0.00022909937,0.00007146197,0.00059878145,0.0052921716,0.0013155956,0.055077408,0.7417485,0.00091596734],"about_ca_topic_score_codex":0.0006098738,"about_ca_topic_score_gemma":0.000037633446,"teacher_disagreement_score":0.8396081,"about_ca_system_score_codex":0.00024885626,"about_ca_system_score_gemma":0.00012335632,"threshold_uncertainty_score":0.9997782},"labels":[],"label_agreement":null},{"id":"W803449225","doi":"","title":"Groupe d’intérêts spéciaux en leadership : Qu’est-ce que le leadership?","year":2015,"lang":"fr","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Political science","score_opus":0.5238608939006508,"score_gpt":0.4895736384978225,"score_spread":0.03428725540282834,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W803449225","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.34519225,0.34655744,0.0037465722,0.06771005,0.019139536,0.0028762184,0.00007081259,0.0004685253,0.2142386],"genre_scores_gemma":[0.97816426,0.0044077975,0.0002485304,0.004962713,0.004629788,0.000056352612,0.000118938704,0.00020579499,0.0072058137],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99384344,0.00039215694,0.0019341625,0.0010161349,0.0014266677,0.0013874592],"domain_scores_gemma":[0.9938105,0.0003253018,0.0023595653,0.0008635944,0.0024157437,0.0002253378],"candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0049824975,0.0009505025,0.0014240558,0.001930892,0.0006472362,0.006755697,0.0042337985,0.0006925347,0.011904799],"category_scores_gemma":[0.0015972467,0.0010114915,0.00035575143,0.0047327536,0.00058948545,0.02618971,0.0013923049,0.0014793609,0.0007210091],"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":[0.001016005,0.0018655142,0.2973479,0.0040599983,0.0007204235,0.00028303993,0.00090923184,0.0011327374,0.012446426,0.06711661,0.5510886,0.062013533],"study_design_scores_gemma":[0.003728283,0.000033646866,0.4505085,0.0051157475,0.0006419757,0.000071707356,0.00822548,0.001133748,0.004759955,0.04257516,0.48050773,0.0026980857],"about_ca_topic_score_codex":0.014035664,"about_ca_topic_score_gemma":0.00073721434,"teacher_disagreement_score":0.632972,"about_ca_system_score_codex":0.00033445485,"about_ca_system_score_gemma":0.0010737961,"threshold_uncertainty_score":0.99923354},"labels":[],"label_agreement":null},{"id":"W82179601","doi":"10.4018/978-1-59140-989-2.ch154","title":"SMEs and Portals","year":2007,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Wilfrid Laurier University","funders":"","keywords":"Business; Perspective (graphical); Section (typography); Small and medium-sized enterprises; Public relations; Political science; Advertising; Computer science; Finance","score_opus":0.032399140630492804,"score_gpt":0.24479813252261237,"score_spread":0.21239899189211958,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W82179601","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00095201586,0.00024530038,0.00007195479,0.00013170946,0.000490765,0.00019581083,0.000010993595,0.00015769443,0.9977438],"genre_scores_gemma":[0.8303538,0.000008893091,0.00018709179,0.007599479,0.0042420384,0.000008527703,0.00007141104,0.00009900675,0.15742975],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99884534,8.0786924e-7,0.0003437979,0.00033353094,0.00023906503,0.0002374736],"domain_scores_gemma":[0.99921864,0.000007021475,0.00032528373,0.00020802098,0.00022892417,0.0000121003395],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015534609,0.00032805552,0.00029233386,0.00014922794,0.00012116768,0.00026474922,0.0001340142,0.00037018815,0.00018158366],"category_scores_gemma":[0.000012417056,0.00031748298,0.00006800678,0.00004305151,0.00009997399,0.0002903907,0.00011488997,0.00018193528,0.00029081595],"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":[0.000019928246,0.0000036889144,0.000223867,0.0001107043,0.000032479013,0.000042596694,0.0000013935341,4.4023682e-7,0.00000717064,0.9835648,0.004022167,0.011970746],"study_design_scores_gemma":[0.00024589157,0.0000065559384,0.0015509941,0.00016854519,0.00009098563,0.000013909761,0.0000074404415,0.000021352922,0.0000056797367,0.59955513,0.3978882,0.0004453205],"about_ca_topic_score_codex":0.0001475321,"about_ca_topic_score_gemma":0.00012721265,"teacher_disagreement_score":0.840314,"about_ca_system_score_codex":0.000030729392,"about_ca_system_score_gemma":0.000033638487,"threshold_uncertainty_score":0.9999277},"labels":[],"label_agreement":null},{"id":"W836533031","doi":"10.1080/08853134.1984.10754366","title":"Organization and Effectiveness of the Multiple-Product Salesforce","year":2013,"lang":"en","type":"article","venue":"Journal of Personal Selling and Sales Management","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Queen's University","funders":"","keywords":"Typology; Interdependence; Marketing; Business; Quality (philosophy); Product (mathematics); New product development","score_opus":0.010135753690362024,"score_gpt":0.18930447367017517,"score_spread":0.17916871997981315,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W836533031","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99678063,0.0003092521,0.0016859989,0.00043401003,0.00021170701,0.00017029888,2.8496652e-7,0.000007852603,0.00039994624],"genre_scores_gemma":[0.9992121,0.00015822209,0.00020764713,0.00010828158,0.0002479498,0.0000013514605,0.0000032726064,0.000009911941,0.000051266976],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9993752,0.000017603716,0.00023716383,0.000099316174,0.00018338865,0.000087333065],"domain_scores_gemma":[0.99918246,0.000042434243,0.00033207407,0.000057765374,0.00037855428,0.000006683567],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046544726,0.00009161159,0.0001397396,0.00012313473,0.00012955019,0.00011274849,0.00009074624,0.000024952391,0.000015391792],"category_scores_gemma":[0.00004935686,0.000060827835,0.000029032824,0.00037770058,0.000062333136,0.0006004694,0.00005639335,0.00008731916,0.000005548204],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00026230197,0.00031721202,0.8347809,0.007149947,0.00046917226,0.000013451081,0.00053724216,0.002261307,0.027815273,0.08861709,0.0013401732,0.036435936],"study_design_scores_gemma":[0.00088428945,0.000019951442,0.9879766,0.00047162155,0.00013784526,0.000020254445,0.0006089442,0.004665422,0.00066479575,0.0024202683,0.00197653,0.00015347704],"about_ca_topic_score_codex":0.000027127706,"about_ca_topic_score_gemma":0.0000016037175,"teacher_disagreement_score":0.1531957,"about_ca_system_score_codex":0.000010801733,"about_ca_system_score_gemma":0.0000060683446,"threshold_uncertainty_score":0.24804872},"labels":[],"label_agreement":null},{"id":"W89885630","doi":"","title":"Renewal Through Co-Creation in Business Networks","year":2011,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":2,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":true,"route_about_ca":false,"ca_institutions":"","funders":"","keywords":"Business","score_opus":0.03892937116878023,"score_gpt":0.2592627511831003,"score_spread":0.2203333800143201,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W89885630","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18467115,0.00035938498,0.049590725,0.0039684162,0.0009618572,0.0024523255,0.0000053889157,0.00065244647,0.7573383],"genre_scores_gemma":[0.9900341,0.000029894494,0.00029206404,0.004657008,0.0016729024,0.00016353845,0.0003118759,0.00013891458,0.0026996888],"study_design_codex":"observational","study_design_gemma":"not_applicable","domain_scores_codex":[0.9970652,0.000071980314,0.00085974514,0.0007600353,0.00047381286,0.0007692155],"domain_scores_gemma":[0.99742436,0.00007239229,0.0007028457,0.00092600606,0.00085414527,0.00002027292],"candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0010330644,0.0005407315,0.00054140063,0.00038132977,0.00073929643,0.0011181235,0.001785719,0.0003235606,0.0006633111],"category_scores_gemma":[0.00011317564,0.00043115357,0.00007751227,0.006095426,0.00034315969,0.0031824345,0.00072805805,0.00034466447,0.00028505732],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.007829601,0.0038932818,0.3186655,0.0016233192,0.00043902817,0.00034934847,0.0056981225,0.08773149,0.0013587624,0.2583237,0.10576827,0.20831957],"study_design_scores_gemma":[0.0018438015,0.000009849756,0.31352174,0.00026717107,0.0000799993,0.000023519831,0.00085839414,0.008840115,0.000032885342,0.0030192158,0.67064977,0.00085352623],"about_ca_topic_score_codex":0.016100442,"about_ca_topic_score_gemma":0.0014040599,"teacher_disagreement_score":0.80536294,"about_ca_system_score_codex":0.00008079089,"about_ca_system_score_gemma":0.000083002386,"threshold_uncertainty_score":0.9999188},"labels":[],"label_agreement":null},{"id":"W94970835","doi":"10.1007/3-211-27283-6_38","title":"Case Study of the Successful Strategic Transformation of a “Bricks-and-Mortar” Travel Agency into a “Clicks-and- Mortar” Business —Lessons Learned from a Small, Independent Travel Agency in Canada","year":2005,"lang":"en","type":"book-chapter","venue":"","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Restructuring; Agency (philosophy); Business; Mortar; Brick and mortar; Business transformation; Electronic business; Marketing; Business model; Business relationship management; Finance; The Internet; Computer science; Sociology","score_opus":0.0702305194528787,"score_gpt":0.24832072882982753,"score_spread":0.17809020937694883,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W94970835","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9570358,0.00017103016,0.00017860602,0.0008863509,0.000260686,0.0014786777,0.00006297252,0.000023262966,0.039902646],"genre_scores_gemma":[0.9978008,0.00024774525,0.000032931963,0.0001992059,0.00020858705,0.000048149475,0.000128379,0.000071934366,0.001262265],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9963798,0.00003253523,0.0017877236,0.00071325037,0.0007149574,0.0003717193],"domain_scores_gemma":[0.99744755,0.000059034817,0.0012909366,0.0005298602,0.00064052385,0.0000320757],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00042384784,0.00071443047,0.0010349826,0.0006377182,0.00023142273,0.00014495886,0.0004637388,0.0003918631,0.00053692586],"category_scores_gemma":[0.000022761971,0.0005743158,0.00011052105,0.0007362305,0.0001352734,0.0010388576,0.00015729073,0.0006574887,0.0000027125295],"study_design_candidate":"observational","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":[0.0016936066,0.0047423644,0.07740051,0.01193007,0.0029184923,0.0037702888,0.027802642,0.0034577695,0.0036474783,0.638818,0.0002033398,0.2236154],"study_design_scores_gemma":[0.009425235,0.00015541806,0.8793187,0.0015910041,0.002237304,0.00022299291,0.045787416,0.008352422,0.00017506859,0.049273342,0.00040708846,0.0030539953],"about_ca_topic_score_codex":0.94628066,"about_ca_topic_score_gemma":0.9737057,"teacher_disagreement_score":0.8019182,"about_ca_system_score_codex":0.00016937114,"about_ca_system_score_gemma":0.0008752043,"threshold_uncertainty_score":0.9996708},"labels":[],"label_agreement":null},{"id":"W98669017","doi":"","title":"KOOPERATIVES LERNEN IM UNTERRICHT AN WIRTSCHAFTSSTUDENTEN. EIN SCHRITT AUF SYNERGIEBILDUNG ZU","year":2013,"lang":"de","type":"article","venue":"Annals of Faculty of Economics","topic":"Business Strategy and Innovation","field":"Business, Management and Accounting","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":"Presentation (obstetrics); Competition (biology); Institution; Sight; Cooperative learning; Work (physics); Teamwork; Psychology; Pedagogy; Public relations; Sociology; Political science; Teaching method; Engineering; Social science; Law","score_opus":0.08787803351971998,"score_gpt":0.2996838979761741,"score_spread":0.21180586445645413,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W98669017","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98560286,0.0013454491,0.000058051075,0.0069349967,0.00076299155,0.00053816166,0.000088487526,0.00004215115,0.0046268706],"genre_scores_gemma":[0.99476904,0.00093010836,0.0002896175,0.001628156,0.00094498834,0.00002447489,0.0006652586,0.000057374713,0.0006910032],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9973289,0.000033172175,0.0013828593,0.00057448895,0.00016064917,0.0005199542],"domain_scores_gemma":[0.99620926,0.00003529475,0.0014288761,0.00051924516,0.0017614347,0.00004591381],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060195755,0.0004839794,0.00082679314,0.00042401117,0.00023277258,0.00055477174,0.000728983,0.0002868175,0.00097060687],"category_scores_gemma":[0.00010956531,0.00049155345,0.00023144274,0.00044432678,0.00034222705,0.0064327787,0.0002886293,0.00025031905,0.0006677505],"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":[0.0011074152,0.0073684673,0.16971888,0.006104093,0.0074085225,0.000025805872,0.0037664282,0.043424428,0.015869213,0.52184165,0.15654962,0.06681546],"study_design_scores_gemma":[0.005598879,0.00086612167,0.6537796,0.0020887298,0.00090631883,0.0000047476833,0.010966537,0.11126078,0.017377175,0.01615671,0.17688519,0.0041091978],"about_ca_topic_score_codex":0.0034201418,"about_ca_topic_score_gemma":0.000186906,"teacher_disagreement_score":0.505685,"about_ca_system_score_codex":0.000019655941,"about_ca_system_score_gemma":0.0000952068,"threshold_uncertainty_score":0.99994266},"labels":[],"label_agreement":null}]}