{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":371,"total_is_capped":false,"direct_labels_cover":1,"predictions_cover":371,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"529c30d4d5a9","filters":{"topic":"Competitive and Knowledge Intelligence"}},"results":[{"id":"W2060953659","doi":"10.1108/03090560810877141","title":"Competitive intelligence: a multiphasic precedent to marketing strategy","year":2008,"lang":"en","type":"article","venue":"European Journal of Marketing","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":228,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Competitive intelligence; Marketing; Originality; Competitive advantage; Value (mathematics); Marketing research; Sample (material); Process (computing); Market intelligence; Business; Knowledge management; Computer science; Sociology; Qualitative research","authors":[{"name":"Paul Dishman","is_ca":false},{"name":"Jonathan Calof","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03925179003545601,"gpt":0.2517620193390361,"spread":0.2125102293035801,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009185353,0.0006855772,0.0004681183,0.004689383,0.006536332,0.01254631,0.0009439745,0.002443494,0.005542779],"category_scores_gemma":[0.01592039,0.0004445373,0.0004089,0.004978702,0.03256477,0.006775217,0.003628442,0.003451942,0.0005765834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01974306,"about_ca_system_score_gemma":0.0321414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05989174,"about_ca_topic_score_gemma":0.06730868,"domain_scores_codex":[0.9922551,0.002835108,0.0003856585,0.0006153024,0.003041289,0.0008675777],"domain_scores_gemma":[0.9832268,0.00924558,0.001945255,0.001181039,0.003144263,0.001257127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002624305,0.0001128393,0.004744442,0.000264564,0.00001214708,0.0002701652,0.01468303,0.0005253775,0.0004815752,0.9198329,0.001555132,0.05749149],"study_design_scores_gemma":[0.00002738573,0.0002477423,0.04103004,0.00211554,0.00003781052,0.0006587863,0.02618961,0.002956127,0.002162101,0.6550866,0.2693471,0.0001411711],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.08756669,0.01029855,0.08269709,0.02848246,0.0003498121,0.0007935485,0.0001400329,0.0001446847,0.7895271],"genre_scores_gemma":[0.9569503,0.003006795,0.02671759,0.002285383,0.0001365059,0.0002206192,0.00007047956,0.00002787743,0.01058442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05989174,"threshold_uncertainty_score":0.1432466,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2050991272","doi":"10.1108/eum0000000005868","title":"The who, what and why of knowledge mapping","year":2001,"lang":"en","type":"article","venue":"Journal of Knowledge Management","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":215,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Simon Fraser University","funders":"","keywords":"Knowledge management; Organizational learning; Intellectual capital; Knowledge value chain; Organizational memory; Process (computing); Computer science; Personal knowledge management; Business","authors":[{"name":"Mark N. Wexler","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02738309618947088,"gpt":0.2541308014971049,"spread":0.226747705307634,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01438197,0.0007017907,0.0008736673,0.005483584,0.00669907,0.01761571,0.001707912,0.006251041,0.005736009],"category_scores_gemma":[0.04721706,0.0006306292,0.0007994586,0.005275323,0.02959919,0.03810842,0.004853963,0.00349116,0.001800944],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005828331,"about_ca_system_score_gemma":0.01064742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006824747,"about_ca_topic_score_gemma":0.004623958,"domain_scores_codex":[0.9856305,0.007571369,0.0008299384,0.001204147,0.003501086,0.001262996],"domain_scores_gemma":[0.9446725,0.04232056,0.003189281,0.003120558,0.005284622,0.001412353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004165338,0.00006500532,0.005119361,0.0005330367,0.00003649679,0.000317635,0.01235225,0.0007661175,0.0004511848,0.7818656,0.02037415,0.1780775],"study_design_scores_gemma":[0.00001028347,0.00002585134,0.002451757,0.001063906,0.00002487451,0.0005947371,0.01646407,0.001668907,0.0008324562,0.8289299,0.1478737,0.00005942936],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03954504,0.05120797,0.1675531,0.3470965,0.004489659,0.0002959227,0.0003235699,0.0003723565,0.3891159],"genre_scores_gemma":[0.8424243,0.03944055,0.05777453,0.02508969,0.002504228,0.0003312821,0.0002352075,0.0003847912,0.03181551],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01761571,"threshold_uncertainty_score":0.07606006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2090465980","doi":"10.1108/03090560810877114","title":"Competitive intelligence","year":2008,"lang":"en","type":"article","venue":"European Journal of Marketing","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":183,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Competitive intelligence; Competitive advantage; Originality; Discipline; Knowledge management; Business intelligence; Strategic management; Value (mathematics); Strategic planning; Field (mathematics); Marketing; Sociology; Business; Computer science; Social science; Qualitative research","authors":[{"name":"Jonathan Calof","is_ca":true},{"name":"Sheila Wright","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03332151613102695,"gpt":0.2236612274892421,"spread":0.1903397113582151,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005971532,0.001022431,0.0007406415,0.004076614,0.003567743,0.02258987,0.003048929,0.003561844,0.1133447],"category_scores_gemma":[0.01862675,0.0003089719,0.0009181485,0.005351171,0.004500924,0.01089893,0.01075631,0.003393397,0.07071599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006069304,"about_ca_system_score_gemma":0.01028767,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003726023,"about_ca_topic_score_gemma":0.003029133,"domain_scores_codex":[0.9890103,0.002706791,0.0006350073,0.001720613,0.004830011,0.001097315],"domain_scores_gemma":[0.990271,0.001936778,0.0008311577,0.002084353,0.003492545,0.001384259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00004317381,0.00007427354,0.001553501,0.0006748094,0.00002342,0.0002211665,0.001889952,0.0002394362,0.0002532112,0.6558707,0.1277662,0.2113899],"study_design_scores_gemma":[0.000008552664,0.00002792371,0.0008303864,0.0005288569,0.000008372856,0.0002111213,0.001475771,0.0001897044,0.000175014,0.04707512,0.9494538,0.00001536981],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002087383,0.002041701,0.003786166,0.009529637,0.001034366,0.0001811582,0.0003923634,0.0002625066,0.9806848],"genre_scores_gemma":[0.2388845,0.01203488,0.020826,0.0220227,0.002741138,0.001170479,0.003699092,0.0007398382,0.6978813],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1133447,"threshold_uncertainty_score":0.3791758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1594735016","doi":"10.1108/03090560610657787","title":"The quest for competitive, business and marketing intelligence","year":2006,"lang":"en","type":"article","venue":"European Journal of Marketing","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":140,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"","keywords":"Rigour; Originality; Consistency (knowledge bases); Marketing; Value (mathematics); Macro; Business; Sociology; Computer science; Qualitative research; Social science","authors":[{"name":"Sheila Wright","is_ca":false},{"name":"Jonathan Calof","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01417094973560029,"gpt":0.2197743082499523,"spread":0.205603358514352,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01486852,0.0004277378,0.0007420693,0.008892074,0.007265962,0.02669413,0.001647568,0.002173529,0.004161448],"category_scores_gemma":[0.03223672,0.0002842544,0.0003089062,0.01260678,0.02257754,0.01540251,0.005718498,0.002597127,0.0005125058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02268636,"about_ca_system_score_gemma":0.0390029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2319272,"about_ca_topic_score_gemma":0.2928562,"domain_scores_codex":[0.9891717,0.003301548,0.0004549861,0.0009391918,0.005218188,0.0009144515],"domain_scores_gemma":[0.9585564,0.0223502,0.00593032,0.001629537,0.008760527,0.002773032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001463578,0.0001837185,0.0769632,0.002777595,0.0001612904,0.001081884,0.08696771,0.000863559,0.0007549563,0.4894577,0.01565305,0.324989],"study_design_scores_gemma":[0.00003209553,0.0001652251,0.1279404,0.003913546,0.0001838202,0.001029545,0.4263332,0.001974855,0.001165841,0.1595649,0.2775679,0.0001286995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5044997,0.0478759,0.007670437,0.1250338,0.000418176,0.0001932775,0.0002248176,0.0000948352,0.3139891],"genre_scores_gemma":[0.9848402,0.005704888,0.003400068,0.003074743,0.00008671693,0.00002549899,0.00005894145,0.00001331775,0.002795529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2319272,"threshold_uncertainty_score":0.4611545,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2035533547","doi":"10.1108/10878571011029046","title":"Design thinking: achieving insights via the “knowledge funnel”","year":2010,"lang":"en","type":"article","venue":"Strategy and Leadership","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":117,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Originality; Funnel; Value (mathematics); Computer science; Balance (ability); Epistemology; Certainty; Antecedent (behavioral psychology); Heuristic; Knowledge management; Management science; Artificial intelligence; Psychology; Economics; Engineering; Social psychology; Creativity","authors":[{"name":"Roger Martin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1346020427613618,"gpt":0.2667146131274317,"spread":0.13211257036607,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05231167,0.00121099,0.0009443419,0.004521123,0.005062556,0.01949984,0.003116558,0.004355561,0.006903708],"category_scores_gemma":[0.05508719,0.001010775,0.001561143,0.002352607,0.04797435,0.02833421,0.01062531,0.005443231,0.001158372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005801558,"about_ca_system_score_gemma":0.00985818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001117349,"about_ca_topic_score_gemma":0.0006787504,"domain_scores_codex":[0.9460996,0.04450269,0.001242707,0.002107839,0.004848174,0.001199069],"domain_scores_gemma":[0.9106983,0.06981873,0.002739575,0.01120306,0.004017482,0.001522829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002546651,0.00003197935,0.0002797919,0.0002823071,0.00002078667,0.000128222,0.01208705,0.001207892,0.0002924489,0.967282,0.001782422,0.01657961],"study_design_scores_gemma":[0.00004002187,0.00004146633,0.00008518894,0.0003032297,0.00001734684,0.0001184896,0.004724843,0.003019263,0.0005751951,0.9517047,0.03934855,0.00002185274],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01708364,0.002142865,0.8576776,0.0337407,0.0005362125,0.0004416328,0.0000846412,0.0006375005,0.08765517],"genre_scores_gemma":[0.5861676,0.001915757,0.3994391,0.00371601,0.000238224,0.001137938,0.00009322433,0.0003152614,0.006976872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.05231167,"threshold_uncertainty_score":0.2766539,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2042000703","doi":"10.1108/03090560810877196","title":"Using open source data in developing competitive and marketing intelligence","year":2008,"lang":"en","type":"article","venue":"European Journal of Marketing","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":115,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Competitive intelligence; Business intelligence; Marketing research; Originality; Marketing; Marketing strategy; Competitive advantage; Knowledge management; Marketing management; Process (computing); Computer science; Digital marketing; Business; Data science; Qualitative research; Sociology","authors":[{"name":"Craig S. Fleisher","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.134245647079297,"gpt":0.3042599098405597,"spread":0.1700142627612627,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.09570089,0.0008685871,0.0009376259,0.02483775,0.00526602,0.03005161,0.003204045,0.002880387,0.008709289],"category_scores_gemma":[0.193722,0.0007905926,0.001161438,0.03180984,0.009885897,0.03263662,0.01318752,0.004299143,0.002265716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0062326,"about_ca_system_score_gemma":0.01419909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00354593,"about_ca_topic_score_gemma":0.004144376,"domain_scores_codex":[0.9001724,0.05886296,0.007589817,0.00495115,0.02678761,0.001636018],"domain_scores_gemma":[0.5506104,0.3515679,0.02437766,0.03655643,0.03329944,0.003588227],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001526505,0.000399567,0.0200414,0.004835291,0.0002140456,0.0009646187,0.02948059,0.001829211,0.002186114,0.485452,0.0176684,0.4367761],"study_design_scores_gemma":[0.00005271072,0.000200423,0.01250625,0.01520966,0.0001943699,0.0007408676,0.06596665,0.00915645,0.007148485,0.4029051,0.4856862,0.0002327568],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.09012283,0.01885665,0.4543115,0.08727064,0.002121335,0.004605142,0.004578401,0.001720864,0.3364125],"genre_scores_gemma":[0.4685593,0.01324867,0.4973167,0.005914847,0.001021551,0.002026043,0.003216078,0.0008905989,0.007806239],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09570089,"threshold_uncertainty_score":0.5061207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085900183","doi":"10.1073/pnas.1406138111","title":"Accuracy of forecasts in strategic intelligence","year":2014,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":104,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Privy Council Office; Defence Research and Development Canada","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Optimism; Strategic intelligence; Intelligence analysis; Actuarial science; Calibration; Consensus forecast; Econometrics; Psychology; Economics; Computer science; Statistics; Social psychology; Knowledge management; Mathematics; Computer security","authors":[{"name":"David R. Mandel","is_ca":true},{"name":"Alan Barnes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08599464704977684,"gpt":0.3161238250761491,"spread":0.2301291780263722,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01890347,0.0004533181,0.0005157308,0.004072272,0.0003967565,0.003330299,0.000657816,0.001047679,0.001456627],"category_scores_gemma":[0.198523,0.0002629699,0.000550375,0.003076491,0.0008854602,0.003812693,0.001498598,0.001112505,0.0007454441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019238,"about_ca_system_score_gemma":0.0006243771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005311111,"about_ca_topic_score_gemma":0.002810606,"domain_scores_codex":[0.9843035,0.005892883,0.001728982,0.00178292,0.005542016,0.0007497942],"domain_scores_gemma":[0.8225455,0.1153267,0.02718712,0.01243231,0.02081755,0.001690781],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001567004,0.0001150858,0.8700065,0.0001369477,0.0004120708,0.0001840079,0.002970726,0.02798505,0.001443929,0.002447251,0.002084275,0.090647],"study_design_scores_gemma":[0.0000537281,0.0005122469,0.9057619,0.0001879983,0.0001620937,0.0004452685,0.001836437,0.07011861,0.004075197,0.0117178,0.004942439,0.000186212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985041,0.0004706238,0.004301802,0.0003772894,0.00005595384,0.00002075861,0.0009717596,0.0001095396,0.008651202],"genre_scores_gemma":[0.9985641,0.00006596001,0.0005742481,0.00001915844,0.00001765292,0.000003809099,0.000483677,0.000007080645,0.0002643347],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9810965,"threshold_uncertainty_score":0.09997225,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2601424733","doi":"10.5465/amr.2011.59330898","title":"NEW KNOWLEDGE PRODUCTS AS BRICOLAGE: METAPHORS AND SCRIPTS IN ORGANIZATIONAL THEORY.","year":2011,"lang":"en","type":"article","venue":"Academy of Management Review","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":99,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Bricolage; Scripting language; Sociology; Organizational theory; Organizational behavior; Business ethics; Epistemology; Microfoundations; Knowledge management; Management; Business; Computer science; Philosophy; Economics; Art","authors":[{"name":"Eva Boxenbaum","is_ca":false},{"name":"Linda Rouleau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04971459941481957,"gpt":0.2736740779812277,"spread":0.2239594785664081,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008639419,0.0006984856,0.0003497601,0.003760273,0.001874064,0.01115005,0.001577316,0.002924028,0.002824296],"category_scores_gemma":[0.01792265,0.0005246091,0.0005857755,0.003349632,0.03662607,0.02058331,0.003854604,0.003370713,0.0006966727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002914501,"about_ca_system_score_gemma":0.001882257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008394751,"about_ca_topic_score_gemma":0.0008776644,"domain_scores_codex":[0.9901648,0.00798793,0.0003501865,0.0003308386,0.0009567812,0.0002094496],"domain_scores_gemma":[0.9864683,0.009505391,0.001291237,0.001694547,0.0006368157,0.0004037482],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005219885,0.000005146667,0.00008916052,0.00003890034,0.000002522037,0.0000845423,0.008271859,0.000189303,0.00009520043,0.9872429,0.0004152903,0.003559976],"study_design_scores_gemma":[0.0000126332,0.00001495777,0.0002348565,0.0001658815,0.000005967738,0.000440743,0.005266456,0.001287786,0.0002229834,0.9438149,0.04851768,0.00001518913],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.07862259,0.03012489,0.4085015,0.04775842,0.00096955,0.0002033738,0.0001834122,0.0003699588,0.4332663],"genre_scores_gemma":[0.9221781,0.005567425,0.0626752,0.001503094,0.0001786797,0.0002521625,0.00007128757,0.0001085444,0.007465611],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01115005,"threshold_uncertainty_score":0.04569018,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1993195884","doi":"10.1201/1078/43204.20.2.20030301/41468.6","title":"Knowledge Management Today: Challenges and Opportunities","year":2003,"lang":"en","type":"article","venue":"Information Systems Management","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Golder Associates (Canada)","funders":"","keywords":"Dissemination; Knowledge management; Business; Data management; Computer science; Data science; Telecommunications","authors":[{"name":"Duane E. Sharp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06711021424845483,"gpt":0.245312636340589,"spread":0.1782024220921342,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02431512,0.000555822,0.001285247,0.002954712,0.006452295,0.02622837,0.003526422,0.01183907,0.01224727],"category_scores_gemma":[0.01458638,0.0004088101,0.0005132735,0.004263993,0.01654474,0.03870288,0.01052943,0.007488292,0.00303693],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005190131,"about_ca_system_score_gemma":0.0151216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003277291,"about_ca_topic_score_gemma":0.004447389,"domain_scores_codex":[0.993108,0.003311455,0.0003821817,0.0005101647,0.001747695,0.0009405825],"domain_scores_gemma":[0.9678123,0.01749981,0.001511452,0.001377281,0.005386455,0.006412588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007679974,0.0002542452,0.001318011,0.001348672,0.0000342053,0.0003133404,0.003332537,0.0009822579,0.0002527615,0.5205827,0.1953835,0.2761211],"study_design_scores_gemma":[0.00002289245,0.00004339711,0.0006388414,0.001982141,0.00001066239,0.0002736136,0.02037148,0.001611254,0.0001101213,0.6233602,0.3515276,0.00004775176],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.003159936,0.08533207,0.005005089,0.8797435,0.002109929,0.00001759819,0.00005770697,0.00007396252,0.02450018],"genre_scores_gemma":[0.4247029,0.3686201,0.03239112,0.1171171,0.03068209,0.0003070052,0.0005305782,0.0001216767,0.02552737],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02622837,"threshold_uncertainty_score":0.1285922,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4210996440","doi":"10.1002/aris.1440360109","title":"Competitive intelligence","year":2002,"lang":"en","type":"article","venue":"Annual Review of Information Science and Technology","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":85,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Benchmarking; Productivity; Best practice; Citation; Library science; Competitive intelligence; Quality (philosophy); Sociology; Management; Computer science; Knowledge management","authors":[{"name":"Pierrette Bergeron","is_ca":true},{"name":"Christine A. Hiller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0158611248831384,"gpt":0.2642444253431958,"spread":0.2483833004600574,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00141713,0.0007726431,0.0006108196,0.002854145,0.001958955,0.0101109,0.001171322,0.002737486,0.06264395],"category_scores_gemma":[0.004425892,0.0002269144,0.0003510622,0.003567435,0.002990104,0.005645722,0.002299777,0.001905938,0.02362596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003247581,"about_ca_system_score_gemma":0.005035652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004468511,"about_ca_topic_score_gemma":0.007019024,"domain_scores_codex":[0.9979379,0.000311619,0.00006165283,0.0002144731,0.001282977,0.0001914224],"domain_scores_gemma":[0.9982842,0.0003036552,0.0001112683,0.000272875,0.0007894256,0.0002385423],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001433636,0.00004021293,0.0003351728,0.0001936493,0.00001298771,0.0000473075,0.0002935087,0.0001294268,0.0001209967,0.5199342,0.2986413,0.1802368],"study_design_scores_gemma":[0.000004616342,0.00001089068,0.0004355112,0.0001863203,0.000006202194,0.00007032039,0.0002301859,0.00009890112,0.00007313914,0.08261143,0.9162663,0.000006265227],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0008206154,0.02090916,0.002018083,0.01615204,0.002061525,0.00003793269,0.0001373993,0.000087197,0.957776],"genre_scores_gemma":[0.1357618,0.06943919,0.005211434,0.01969015,0.006993419,0.0002277687,0.001084208,0.000150708,0.7614412],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06264395,"threshold_uncertainty_score":0.2095649,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2169122828","doi":"10.1016/s1386-5056(01)00219-2","title":"Strategic information management plans: the basis for systematic information management in hospitals","year":2001,"lang":"en","type":"article","venue":"International Journal of Medical Informatics","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":84,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Strategic planning; Sociotechnical system; Information system; Task (project management); Knowledge management; Process management; Information management; Management information systems; Computer science; Order (exchange); Risk management information systems; Business; Engineering; Systems engineering","authors":[{"name":"Alfred Winter","is_ca":false},{"name":"Elske Ammenwerth","is_ca":false},{"name":"Oliver J. Bott","is_ca":false},{"name":"Birgit Brigl","is_ca":false},{"name":"A Buchauer","is_ca":false},{"name":"Stefan Gräber","is_ca":true},{"name":"Andrew Grant","is_ca":true},{"name":"Anke Häber","is_ca":false},{"name":"Wilhelm Hasselbring","is_ca":false},{"name":"Reinhold Haux","is_ca":false},{"name":"A Heinrich","is_ca":false},{"name":"H Janssen","is_ca":false},{"name":"Imke De Kock","is_ca":false},{"name":"O.-S Penger","is_ca":false},{"name":"Hans‐Ulrich Prokosch","is_ca":false},{"name":"A Terstappen","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0203868221697652,"gpt":0.2825816220594217,"spread":0.2621947998896565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0230417,0.0007576192,0.0005221959,0.005684479,0.00285332,0.01353961,0.002287691,0.002900654,0.004788721],"category_scores_gemma":[0.1000901,0.0009067333,0.0006768942,0.006245617,0.006168857,0.01607931,0.003540726,0.002777204,0.001370718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004794996,"about_ca_system_score_gemma":0.02687408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008999894,"about_ca_topic_score_gemma":0.01080331,"domain_scores_codex":[0.9834844,0.009773363,0.001657864,0.001136374,0.003386899,0.0005610989],"domain_scores_gemma":[0.9408017,0.03258973,0.009666511,0.006423968,0.008346263,0.002171722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001014865,0.000231585,0.01238294,0.0004732599,0.00007750101,0.0002015994,0.004831021,0.01542853,0.0007015886,0.7528597,0.01509786,0.197613],"study_design_scores_gemma":[0.00006421095,0.0001697593,0.006198628,0.001321421,0.00007547277,0.0001462054,0.006812816,0.06823581,0.001755601,0.8712701,0.04384253,0.000107488],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09011085,0.003387389,0.7627886,0.06354293,0.0004843442,0.002737302,0.002332964,0.001222105,0.07339358],"genre_scores_gemma":[0.4946081,0.00164535,0.4977489,0.0008549338,0.0001875114,0.001151334,0.001947912,0.00007884928,0.001777197],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.0230417,"threshold_uncertainty_score":0.1218576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1997808463","doi":"10.1108/13673270210450432","title":"A knowledge management reference model","year":2002,"lang":"en","type":"article","venue":"Journal of Knowledge Management","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":80,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Concordia University","funders":"","keywords":"Knowledge management; Computer science; Construct (python library); Structuring; Blueprint; Conceptual model; Reference model; Process management; Management science; Business; Software engineering; Engineering","authors":[{"name":"El‐Sayed Abou‐Zeid","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06991347479793608,"gpt":0.2719553419461936,"spread":0.2020418671482576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005490847,0.0009272122,0.0007726534,0.00476407,0.002476366,0.009570788,0.007261616,0.005334477,0.009854931],"category_scores_gemma":[0.01084795,0.000654896,0.001685414,0.005269021,0.002609986,0.01334375,0.003460204,0.002839434,0.005396187],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005383865,"about_ca_system_score_gemma":0.007922437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01723451,"about_ca_topic_score_gemma":0.008232418,"domain_scores_codex":[0.994085,0.002145783,0.0006268917,0.0008979073,0.001755636,0.0004887484],"domain_scores_gemma":[0.9943528,0.001640845,0.0005422091,0.0009799856,0.00215014,0.0003340237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001292985,0.00003217393,0.0003005773,0.00008146959,0.00001232541,0.0001681477,0.0005855339,0.009001476,0.0001605781,0.9640364,0.004363189,0.02124518],"study_design_scores_gemma":[0.00005269198,0.00008517744,0.0005393873,0.000488344,0.00004663788,0.000494821,0.0007647087,0.07228263,0.0006704109,0.6384146,0.2860916,0.00006901866],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007182849,0.0014301,0.8122579,0.009367549,0.0002805018,0.000738344,0.0009913096,0.00102808,0.1667232],"genre_scores_gemma":[0.2498897,0.002546274,0.678571,0.00197019,0.0002742698,0.002023574,0.004059432,0.0002923973,0.0603731],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01723451,"threshold_uncertainty_score":0.03906286,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1967056424","doi":"10.1108/03090560810877150","title":"Competitive intelligence information and innovation in small Canadian firms","year":2008,"lang":"en","type":"article","venue":"European Journal of Marketing","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":68,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Carleton University","funders":"","keywords":"Competitor analysis; Competitive intelligence; Originality; Business; Marketing; Sample (material); Service (business); Product (mathematics); Competitive advantage; Market intelligence; Product innovation; Information technology; Service innovation; Value (mathematics); Process (computing); Industrial organization; Knowledge management; Computer science; Creativity","authors":[{"name":"Stoyan Tanev","is_ca":true},{"name":"Tony Bailetti","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02899309951498218,"gpt":0.2115681238421052,"spread":0.182575024327123,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001619127,0.0002842401,0.0003270787,0.00567786,0.003080983,0.003540863,0.0006278232,0.0003329786,0.002555701],"category_scores_gemma":[0.01519471,0.0001301977,0.0002324431,0.009377189,0.001492664,0.0009393051,0.001218969,0.0004830866,0.0001524649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03336702,"about_ca_system_score_gemma":0.03563036,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9633631,"about_ca_topic_score_gemma":0.9683928,"domain_scores_codex":[0.9974092,0.0001741525,0.00007737515,0.0001630641,0.001640368,0.000535903],"domain_scores_gemma":[0.9841334,0.004359013,0.003655144,0.0002539479,0.005429416,0.002169105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003390551,0.0002170611,0.8651415,0.0003250852,0.0000802464,0.0005217121,0.01759264,0.001712624,0.001242271,0.005024717,0.003126895,0.1046762],"study_design_scores_gemma":[0.00001637917,0.000108598,0.9697944,0.00009634391,0.00005697098,0.0001303867,0.01548588,0.002035853,0.0008984943,0.0004927774,0.01082599,0.00005797901],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799027,0.0006669996,0.0002328493,0.0005447523,0.00001113091,0.00006847976,0.0005480565,0.00001396292,0.01801115],"genre_scores_gemma":[0.9972826,0.0003867883,0.0002808781,0.00004550616,0.000005666929,0.00001029423,0.0002405477,0.000002309277,0.001745325],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03663695,"threshold_uncertainty_score":0.2420958,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1602554638","doi":"10.4018/978-1-59140-459-0","title":"Creating Knowledge-Based Healthcare Organizations","year":2005,"lang":"en","type":"book","venue":"IGI Global eBooks","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":60,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Knowledge management; Health care; Personal knowledge management; Quality (philosophy); Computer science; Business; Organizational learning; Political science","authors":[{"name":"Nilmini Wickramasinghe","is_ca":true},{"name":"Jatinder N.D. Gupta","is_ca":false},{"name":"Sushil Kumar Sharma","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01893495352419882,"gpt":0.2668338345460311,"spread":0.2478988810218323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003002702,0.0005500871,0.0003425326,0.002254933,0.003503597,0.01225972,0.001796152,0.002766113,0.01552798],"category_scores_gemma":[0.004691523,0.0004268894,0.0006897923,0.002344831,0.003626963,0.01124452,0.007502389,0.002319817,0.005743555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002720737,"about_ca_system_score_gemma":0.003003807,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001183275,"about_ca_topic_score_gemma":0.001981596,"domain_scores_codex":[0.9980527,0.0008796672,0.0001102929,0.0001929226,0.0005472996,0.0002171558],"domain_scores_gemma":[0.9979475,0.0007777115,0.0001197363,0.0004434245,0.0003537305,0.0003580111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005823285,0.00004860762,0.000249464,0.0001610206,0.000009534493,0.0003313701,0.00697372,0.001124364,0.0003365919,0.8020375,0.07632384,0.1123982],"study_design_scores_gemma":[0.000005956346,0.000009968297,0.0001326293,0.0002191336,0.000005625336,0.000288237,0.003457147,0.001006135,0.0003181799,0.1456553,0.8488899,0.00001177891],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01079817,0.01083583,0.1309071,0.02559438,0.002571905,0.0003706747,0.0002124023,0.001084379,0.8176252],"genre_scores_gemma":[0.2616885,0.01957543,0.3610293,0.007456479,0.001253417,0.0007648174,0.001557815,0.0006690351,0.3460051],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01552798,"threshold_uncertainty_score":0.05194634,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1536149804","doi":"10.17323/1995-459x.2015.1.68.81","title":"Foresight, Competitive Intelligence and Business Analytics — Tools for Making Industrial Programmes More Efficient","year":2015,"lang":"en","type":"article","venue":"Foresight-Russia","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Futures studies; Dashboard; Business intelligence; Analytics; Government (linguistics); Business analytics; Competitive intelligence; Data science; Knowledge management; Process management; Computer science; Business; Business model; Marketing; Artificial intelligence; Business analysis","authors":[{"name":"Jonathan Calof","is_ca":true},{"name":"Gregory Richards","is_ca":true},{"name":"Jack Smith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1280704263527418,"gpt":0.303605585205149,"spread":0.1755351588524073,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02262326,0.001774976,0.0007856697,0.01013992,0.003289149,0.0222897,0.002286984,0.003844733,0.01094367],"category_scores_gemma":[0.03565805,0.0009417891,0.001171642,0.008205183,0.009602851,0.02698414,0.010177,0.004358763,0.002526547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005145452,"about_ca_system_score_gemma":0.008935336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008612746,"about_ca_topic_score_gemma":0.006257125,"domain_scores_codex":[0.9882101,0.00629691,0.0006813539,0.001138696,0.002945737,0.0007272299],"domain_scores_gemma":[0.9619817,0.02595077,0.003752701,0.004161769,0.002399055,0.00175406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00009063454,0.0001314156,0.004012918,0.0004495672,0.00009062702,0.0003104442,0.002865649,0.009942621,0.0005077642,0.723572,0.02097473,0.2370516],"study_design_scores_gemma":[0.0000431046,0.00007836786,0.001757886,0.0007335435,0.000051034,0.0001995596,0.003860443,0.01904903,0.001614072,0.7389286,0.2335571,0.0001272287],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01558333,0.005193992,0.7236366,0.04843803,0.0009000482,0.0005316816,0.001101088,0.0060647,0.1985506],"genre_scores_gemma":[0.436041,0.008068945,0.528757,0.002670018,0.0006693369,0.0005772384,0.001486756,0.0009197553,0.02081001],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02262326,"threshold_uncertainty_score":0.1196446,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2036480119","doi":"10.1002/cir.1029","title":"Measuring competitive intelligence effectiveness: Insights from the advertising industry","year":2001,"lang":"en","type":"article","venue":"Competitive Intelligence Review","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Competitive intelligence; Investment (military); Term (time); Competitive advantage; Work (physics); Business intelligence; Return on investment; Marketing; Industrial organization; Economics; Business; Operations research; Microeconomics; Computer science; Engineering; Knowledge management; Production (economics); Political science","authors":[{"name":"Leigh M. Davison","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06254091969899217,"gpt":0.2877266738821638,"spread":0.2251857541831716,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004016982,0.0002311498,0.0003266328,0.002810851,0.0005013384,0.002719223,0.0003471983,0.0004382996,0.001211696],"category_scores_gemma":[0.01649144,0.0001227669,0.0002106678,0.002706018,0.0007801199,0.001494512,0.0006048154,0.0005350584,0.0001863062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168107,"about_ca_system_score_gemma":0.001224925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01157962,"about_ca_topic_score_gemma":0.01156032,"domain_scores_codex":[0.9977857,0.001209609,0.00008271065,0.00009124691,0.0007136737,0.000117034],"domain_scores_gemma":[0.9879413,0.008984093,0.001026656,0.000195636,0.001628233,0.0002240778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003723059,0.001130348,0.4554301,0.001277328,0.0002287375,0.0009446695,0.01934935,0.006503569,0.001990163,0.06463233,0.005977313,0.4421639],"study_design_scores_gemma":[0.00009495894,0.001135837,0.8627102,0.0005923704,0.0002734323,0.0008575697,0.03235369,0.03511019,0.003120558,0.03666499,0.02699232,0.0000939472],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.927011,0.004083933,0.002621846,0.001470609,0.00001913247,0.00008715756,0.0001241964,0.00002059603,0.06456149],"genre_scores_gemma":[0.9978339,0.0008151238,0.000831853,0.00007651882,0.00001059323,0.00001108925,0.00005547873,0.000001844803,0.0003635122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01157962,"threshold_uncertainty_score":0.02302444,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2916718690","doi":"10.1177/0022242919830958","title":"Market Intelligence Dissemination Practices","year":2019,"lang":"en","type":"article","venue":"Journal of Marketing","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"HEC Montréal","funders":"","keywords":"Market intelligence; Cornerstone; Business; Dissemination; Knowledge management; Meaning (existential); Information Dissemination; Intelligence cycle; Strategic planning; Marketing; Military intelligence; Computer science; Psychology; Political science","authors":[{"name":"Gary F. Gebhardt","is_ca":true},{"name":"Francis Farrelly","is_ca":false},{"name":"Jodie Conduit","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01807793599694788,"gpt":0.2859612964885637,"spread":0.2678833604916158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0221906,0.0004719975,0.0003153936,0.004859624,0.003623842,0.009337567,0.002034287,0.002596064,0.008439128],"category_scores_gemma":[0.07609083,0.0003787644,0.0005102652,0.004701692,0.003356459,0.0113296,0.006014031,0.002625294,0.001364981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004558051,"about_ca_system_score_gemma":0.00466872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002320337,"about_ca_topic_score_gemma":0.001454088,"domain_scores_codex":[0.9796723,0.009046727,0.001765392,0.001748067,0.006409446,0.001358251],"domain_scores_gemma":[0.9208483,0.04419811,0.01063486,0.009517041,0.01192578,0.002875968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001231849,0.0004798348,0.05489998,0.001071196,0.0001300269,0.001374712,0.2937989,0.001239253,0.004608268,0.1409815,0.01876678,0.4825265],"study_design_scores_gemma":[0.00009927381,0.0005180413,0.05310046,0.002082319,0.0001682089,0.001986617,0.252205,0.004959974,0.006237277,0.06482328,0.6135877,0.0002319257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5721114,0.00331395,0.0365609,0.02055569,0.0003597408,0.001340857,0.0002924404,0.0007716839,0.3646934],"genre_scores_gemma":[0.9729285,0.001265496,0.008023227,0.001034474,0.0001058928,0.0003001435,0.0001583804,0.00008437162,0.01609948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0221906,"threshold_uncertainty_score":0.1173565,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1929602805","doi":"10.1111/j.1467-9310.2009.00579.x","title":"The integrative domain of foresight and competitive intelligence and its impact on R&amp;D management","year":2009,"lang":"en","type":"article","venue":"R and D Management","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":52,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Defence Research and Development Canada; Wilfrid Laurier University; University of Ottawa","funders":"","keywords":"Futures studies; Agile software development; Competitive advantage; Competitive intelligence; Knowledge management; Context (archaeology); Set (abstract data type); Work (physics); Process management; Business; Management science; Engineering; Computer science; Management; Marketing; Economics; Artificial intelligence","authors":[{"name":"Jonathan Calof","is_ca":true},{"name":"Jack Smith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01778103771793546,"gpt":0.2776349429153244,"spread":0.259853905197389,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00748758,0.0004939436,0.000374408,0.004580039,0.003546441,0.01381347,0.0006652,0.001407431,0.006805746],"category_scores_gemma":[0.01388949,0.0002994927,0.000477747,0.005553123,0.009813203,0.009162325,0.004093105,0.001820692,0.0004473525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008486466,"about_ca_system_score_gemma":0.01276187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01632348,"about_ca_topic_score_gemma":0.0234804,"domain_scores_codex":[0.9940083,0.003159146,0.0001693146,0.0003465606,0.00146494,0.0008516561],"domain_scores_gemma":[0.9734852,0.01877677,0.00329445,0.0009100288,0.001984567,0.001548893],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007732119,0.00007117023,0.01663066,0.0003642213,0.00008103901,0.0004523417,0.004126993,0.004348014,0.0003184161,0.8064491,0.006320923,0.1607599],"study_design_scores_gemma":[0.00002152155,0.0001612947,0.04421506,0.0008510351,0.00009245685,0.0005853694,0.02510105,0.005123273,0.001243157,0.6907241,0.2317428,0.0001387815],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1221638,0.04827205,0.03887629,0.08071558,0.0005670559,0.0001171559,0.0002326073,0.0001015595,0.7089539],"genre_scores_gemma":[0.968384,0.01718841,0.004452173,0.001220897,0.0003214807,0.00003959138,0.00004338362,0.00001877953,0.008331265],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01632348,"threshold_uncertainty_score":0.06157392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1520496057","doi":"10.4102/sajbm.v33i3.703","title":"Competitive intelligence practices: A South African study","year":2002,"lang":"en","type":"article","venue":"South African Journal of Business Management","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":51,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"National Research Foundation; University of Ottawa","keywords":"Competitive intelligence; Order (exchange); Software deployment; Competitive advantage; Control (management); Business; Marketing; Economic growth; Economics; Management; Finance; Engineering","authors":[{"name":"Wilma Viviers","is_ca":false},{"name":"Andrea Saayman","is_ca":false},{"name":"Marié‐Luce Muller","is_ca":true},{"name":"Jonathan Calof","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05701377851991169,"gpt":0.2603618426772374,"spread":0.2033480641573257,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001585651,0.0004095832,0.0004305376,0.002280999,0.007004505,0.002585119,0.0004545836,0.0008523827,0.004381274],"category_scores_gemma":[0.003035974,0.0005736577,0.0002576465,0.004559266,0.002369922,0.002781644,0.00222624,0.001314147,0.0005187517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002932975,"about_ca_system_score_gemma":0.003271001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04029738,"about_ca_topic_score_gemma":0.06434053,"domain_scores_codex":[0.9990599,0.0003159718,0.00005394346,0.00006792261,0.0001220758,0.0003802488],"domain_scores_gemma":[0.9979979,0.0006710507,0.0006288968,0.00006685909,0.0002104452,0.0004248054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001230904,0.0004826977,0.103263,0.0004980879,0.00002159999,0.002981537,0.8606037,0.00005535518,0.001343632,0.005994648,0.001498217,0.02313454],"study_design_scores_gemma":[0.00002479229,0.0002846791,0.1729755,0.0006986642,0.00003136172,0.001126753,0.7977198,0.0001268497,0.0002426631,0.0008822863,0.02586131,0.0000255148],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943976,0.0005571729,0.00005339531,0.0008822165,0.000005332978,0.00004815558,0.00003812967,7.139884e-7,0.004017208],"genre_scores_gemma":[0.9955996,0.002163248,0.0001345,0.0004161399,0.000007175463,0.00006123902,0.00003050484,0.000003150152,0.001584493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04029738,"threshold_uncertainty_score":0.08012569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2766389015","doi":"10.1002/bdm.2055","title":"Geopolitical Forecasting Skill in Strategic Intelligence","year":2017,"lang":"en","type":"article","venue":"Journal of Behavioral Decision Making","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University; York University; Defence Research and Development Canada","funders":"York University; Defence Research and Development Canada","keywords":"Interpretability; Intelligence analysis; Benchmarking; Forecast skill; Ignorance; Certainty; Strategic intelligence; Scoring rule; Econometrics; Calibration; Psychology; Computer science; Statistics; Economics; Artificial intelligence; Machine learning; Mathematics; Knowledge management; Management; Political science","authors":[{"name":"David R. Mandel","is_ca":true},{"name":"Alan Barnes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1617665139859434,"gpt":0.3887484956651958,"spread":0.2269819816792524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005509802,0.0003345085,0.000370272,0.001155562,0.0002755535,0.001506259,0.0004156487,0.0004886653,0.003448055],"category_scores_gemma":[0.06971454,0.0001443905,0.0004721925,0.001233847,0.0008391021,0.001659971,0.00132559,0.0008820646,0.0004258176],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004761372,"about_ca_system_score_gemma":0.0004752697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003113439,"about_ca_topic_score_gemma":0.002505642,"domain_scores_codex":[0.9975891,0.001103016,0.0002146799,0.0004316198,0.0005172867,0.0001443422],"domain_scores_gemma":[0.9094129,0.07359274,0.008547918,0.00425714,0.002734651,0.001454675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009524263,0.0003201298,0.9297192,0.000127674,0.0004069196,0.00008171304,0.002209772,0.007131209,0.001258179,0.001120135,0.0009121781,0.05576057],"study_design_scores_gemma":[0.00003771842,0.0003911283,0.976916,0.00007258686,0.0001017988,0.00005398552,0.0009446302,0.01546309,0.00132573,0.003431998,0.001227591,0.00003374341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965378,0.0000498569,0.0005398824,0.00008688615,0.00001224327,0.00001385081,0.000136861,0.00001486847,0.002607681],"genre_scores_gemma":[0.9994614,0.00001948926,0.00022316,0.00001470479,0.000007608065,0.00000692746,0.0001278211,0.000002763522,0.0001361765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005509802,"threshold_uncertainty_score":0.02913898,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011139142","doi":"10.1002/tie.20263","title":"Examining differences in competitive intelligence practice: China, Japan, and the West","year":2009,"lang":"en","type":"article","venue":"Thunderbird International Business Review","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":48,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"China; Multinational corporation; Competitive intelligence; Competitive advantage; State (computer science); Business; Economy; Economic growth; Political science; Economics; Marketing; Finance; Law","authors":[{"name":"Craig S. Fleisher","is_ca":true},{"name":"Sheila Wright","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0430912140634799,"gpt":0.2931382428094052,"spread":0.2500470287459253,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002105435,0.0002034794,0.0003392644,0.002597133,0.001006717,0.001649409,0.0002476259,0.0002116945,0.001108913],"category_scores_gemma":[0.002772641,0.0001116687,0.0001445642,0.005406546,0.001034601,0.00133217,0.001265584,0.0003177229,0.0000733907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001934777,"about_ca_system_score_gemma":0.00326222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1014307,"about_ca_topic_score_gemma":0.1388063,"domain_scores_codex":[0.9991233,0.0001785081,0.0000884558,0.0001048935,0.0002417533,0.000263079],"domain_scores_gemma":[0.9961967,0.0005197847,0.001360492,0.0001244575,0.0009658618,0.0008327317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001870984,0.00006092737,0.9273922,0.00008048197,0.00005762329,0.000381171,0.0402928,0.00009164083,0.0003653281,0.001396554,0.0006748439,0.02901941],"study_design_scores_gemma":[0.000006610794,0.00006268224,0.9796177,0.00002533582,0.00001719171,0.00003662508,0.01892557,0.0001172991,0.00005505185,0.0000807969,0.001050001,0.000005254495],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982302,0.0002377034,0.00001346646,0.0001256094,0.00000503056,0.000003834848,0.0000210832,4.442538e-7,0.001362822],"genre_scores_gemma":[0.9994614,0.0002166223,0.00001722479,0.00003422772,0.000005366165,0.000003020132,0.00003425927,5.750824e-7,0.0002272782],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1014307,"threshold_uncertainty_score":0.2016807,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003665551","doi":"10.1108/13673270710752162","title":"IT for KM in the management consulting industry","year":2007,"lang":"en","type":"article","venue":"Journal of Knowledge Management","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":45,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Knowledge management; Computer science; Enabling; Workflow; Service (business); Data management; The Internet; Business; World Wide Web; Data mining; Database","authors":[{"name":"Sung‐Kwan Kim","is_ca":false},{"name":"Silvana Trimi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03891106876844171,"gpt":0.3073430211284606,"spread":0.2684319523600189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003140665,0.000323636,0.0003261023,0.002718687,0.002880826,0.009668669,0.0007536404,0.002020183,0.005981697],"category_scores_gemma":[0.01169881,0.0002175461,0.0005250368,0.005972234,0.005963168,0.008598232,0.003305096,0.002028921,0.0007202729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01011676,"about_ca_system_score_gemma":0.01314104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008748336,"about_ca_topic_score_gemma":0.008151826,"domain_scores_codex":[0.9950956,0.002288217,0.0002794431,0.0003838923,0.001165182,0.0007876459],"domain_scores_gemma":[0.9873582,0.00720854,0.001909138,0.0008758872,0.001324255,0.001324032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007666664,0.0001791815,0.03740609,0.0009167889,0.00006323421,0.0007415385,0.01184874,0.003052066,0.0007638414,0.7557998,0.006534953,0.1826172],"study_design_scores_gemma":[0.00005288793,0.0001877919,0.07197382,0.002439756,0.0001236558,0.001537674,0.04676078,0.01668203,0.001909739,0.71564,0.1425762,0.0001156193],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3809655,0.02055549,0.04767556,0.0619048,0.0003039614,0.0002651206,0.0001696604,0.0003178834,0.4878419],"genre_scores_gemma":[0.9876004,0.002172076,0.006186563,0.001114181,0.00006549395,0.00004437734,0.00003162026,0.00001606942,0.002769136],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01011676,"threshold_uncertainty_score":0.07340252,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2234043343","doi":"10.1177/2372732215602907","title":"Accuracy of Intelligence Forecasts From the Intelligence Consumer’s Perspective","year":2015,"lang":"en","type":"article","venue":"Policy Insights from the Behavioral and Brain Sciences","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"York University; Defence Research and Development Canada","funders":"Defence Research and Development Canada","keywords":"Perspective (graphical); Meaning (existential); Context (archaeology); Psychology; Intelligence analysis; Term (time); Social psychology; Cognitive psychology; Artificial intelligence; Computer science; Econometrics; Mathematics; Geography","authors":[{"name":"David R. Mandel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1689626563433129,"gpt":0.3678857346436298,"spread":0.1989230783003169,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050693,0.0002858816,0.0002870319,0.001217163,0.0004250122,0.003525036,0.0003323073,0.0009880437,0.002848275],"category_scores_gemma":[0.05626561,0.0002146848,0.0004040782,0.0007407163,0.001219759,0.003486345,0.001037152,0.001303089,0.0005444546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009567505,"about_ca_system_score_gemma":0.0004781044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005060202,"about_ca_topic_score_gemma":0.003133924,"domain_scores_codex":[0.9954526,0.001178107,0.0003134253,0.0004907022,0.002398998,0.0001662316],"domain_scores_gemma":[0.9703677,0.01491436,0.005401671,0.002816652,0.0059427,0.000556985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002524774,0.0003144699,0.7625888,0.000265206,0.0005283116,0.0006390517,0.03024065,0.01009146,0.01617156,0.02994545,0.005644828,0.1410455],"study_design_scores_gemma":[0.00008532893,0.0007381537,0.8976001,0.0001796297,0.0003098248,0.0006578678,0.01411061,0.03124692,0.01148787,0.03274201,0.01053241,0.000309207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9618257,0.0002261063,0.004844522,0.001086691,0.00005510388,0.00003110648,0.0003119809,0.00006579931,0.03155285],"genre_scores_gemma":[0.9980736,0.00008469254,0.001070647,0.00007965603,0.0000212385,0.000007615985,0.0001460772,0.00001208209,0.0005043215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0050693,"threshold_uncertainty_score":0.02680933,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2032983490","doi":"10.1016/j.autcon.2015.02.009","title":"Competitive intelligence (CI) for evaluation of construction contractors","year":2015,"lang":"en","type":"article","venue":"Automation in Construction","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":41,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vale (Canada); University of Waterloo","funders":"","keywords":"Construction industry; Engineering; Construction engineering; Engineering management; Operations management; Business; Computer science","authors":[{"name":"Mahdi Safa","is_ca":true},{"name":"Arash Shahi","is_ca":true},{"name":"Carl T. Haas","is_ca":true},{"name":"Dawn Fiander-McCann","is_ca":false},{"name":"Majeed Safa","is_ca":false},{"name":"Keith W. Hipel","is_ca":true},{"name":"Sandra MacGillivray","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06986420806897069,"gpt":0.3162473838781052,"spread":0.2463831758091345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01834913,0.001139166,0.0008421519,0.01592373,0.002026548,0.004877076,0.001658651,0.001710409,0.006367778],"category_scores_gemma":[0.05658608,0.0001939705,0.001177754,0.009767291,0.001244403,0.002528255,0.002288062,0.00119752,0.001213629],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00535596,"about_ca_system_score_gemma":0.005901849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01892099,"about_ca_topic_score_gemma":0.01865213,"domain_scores_codex":[0.9681445,0.01047188,0.001783592,0.001104219,0.01685235,0.001643498],"domain_scores_gemma":[0.9362076,0.02528724,0.004833935,0.003001321,0.02740202,0.00326783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003040688,0.002166779,0.570949,0.0007789287,0.0003999583,0.0003148444,0.003555468,0.009306026,0.003606986,0.03669576,0.01320993,0.3559755],"study_design_scores_gemma":[0.0004381107,0.006935211,0.7702129,0.0007204261,0.0008846417,0.001239111,0.01385787,0.1323034,0.02030624,0.02015224,0.03253215,0.0004177177],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.7007511,0.002771536,0.03426131,0.0008492841,0.0004564977,0.002576227,0.004091155,0.0005243006,0.2537187],"genre_scores_gemma":[0.9867764,0.0001625284,0.009118372,0.00008127558,0.00004995166,0.0005565408,0.0007749189,0.00002053713,0.002459499],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01892099,"threshold_uncertainty_score":0.09704059,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2131398892","doi":"10.1108/03090560810877187","title":"The role of insight teams in integrating diverse marketing information management techniques","year":2008,"lang":"en","type":"article","venue":"European Journal of Marketing","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Marketing management; Marketing; Marketing strategy; Business; Marketing research; Database marketing; Process management; Context (archaeology); Digital marketing; Profit impact of marketing strategy; Knowledge management; Strategic planning; Relationship marketing; Computer science","authors":[{"name":"Craig S. Fleisher","is_ca":true},{"name":"Sheila Wright","is_ca":false},{"name":"Helen T. Allard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008479883379693414,"gpt":0.1980073494306237,"spread":0.1895274660509303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0486619,0.0007038249,0.00040111,0.004796849,0.00384636,0.01505991,0.002058745,0.00162469,0.002290005],"category_scores_gemma":[0.07693887,0.0007262352,0.0005356567,0.002118938,0.003034303,0.01093011,0.01198893,0.002618914,0.0005616436],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003509002,"about_ca_system_score_gemma":0.01219785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001338142,"about_ca_topic_score_gemma":0.001913471,"domain_scores_codex":[0.9464752,0.03854089,0.002445106,0.001782204,0.007641797,0.003114749],"domain_scores_gemma":[0.9246477,0.0448415,0.008818443,0.006784164,0.008049957,0.00685828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004958466,0.001469265,0.06518055,0.0006948542,0.0001628411,0.001452173,0.09627011,0.003135333,0.006092272,0.03998343,0.002525411,0.7825379],"study_design_scores_gemma":[0.0006783431,0.009240749,0.1187307,0.006026836,0.001153206,0.009871617,0.4449918,0.07641413,0.02164549,0.1348586,0.1757984,0.0005901406],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7615675,0.002171666,0.1624933,0.01138705,0.0002613191,0.001756302,0.00005802862,0.0007073481,0.05959752],"genre_scores_gemma":[0.8644112,0.0005419598,0.130835,0.000642124,0.00005115759,0.0004474466,0.00005260577,0.000049075,0.002969597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0486619,"threshold_uncertainty_score":0.2573518,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2021383537","doi":"10.1177/016555150002600305","title":"Regional business intelligence: the view from Canada","year":2000,"lang":"en","type":"article","venue":"Journal of Information Science","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Université de Montréal","funders":"Université de Montréal; Australian Government","keywords":"Government (linguistics); Business; Panorama; Dissemination; Knowledge management; Public relations; Business intelligence; Marketing; Political science; Computer science","authors":[{"name":"Pierrette Bergeron","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02058469456448512,"gpt":0.2411443067736467,"spread":0.2205596122091616,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001537004,0.000406365,0.0005151738,0.002269851,0.01039085,0.0179361,0.001645219,0.003536441,0.01623783],"category_scores_gemma":[0.004150463,0.0004281635,0.0003974802,0.007520391,0.005636398,0.004421402,0.002822952,0.004704006,0.0017937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.1080127,"about_ca_system_score_gemma":0.2040132,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9924262,"about_ca_topic_score_gemma":0.9932166,"domain_scores_codex":[0.9972551,0.0001619467,0.00006803399,0.0003616332,0.001227583,0.0009257622],"domain_scores_gemma":[0.9959263,0.0004053079,0.0001593496,0.00009962471,0.001884841,0.001524595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00005878081,0.00002511308,0.003518717,0.0004514381,0.00002941139,0.0006051634,0.005584978,0.0005135552,0.0003693033,0.3661151,0.5110484,0.1116799],"study_design_scores_gemma":[0.000006048848,0.000004292021,0.002706245,0.0001593241,0.000009175691,0.00006904442,0.002665612,0.000128052,0.00005946356,0.00244977,0.9917181,0.00002484964],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01269292,0.06690715,0.0007551667,0.4694544,0.002598142,0.00003763842,0.001668662,0.0002299005,0.445656],"genre_scores_gemma":[0.3226181,0.1285025,0.002671697,0.09794057,0.001278457,0.00004831294,0.001278495,0.0003393324,0.4453226],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1080127,"threshold_uncertainty_score":0.7836906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093779846","doi":"10.1108/jkm-05-2020-0392","title":"Knowledge management in health care: an integrative and result-driven clinical staff management model","year":2020,"lang":"en","type":"article","venue":"Journal of Knowledge Management","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Knowledge management; Health care; Business; Context (archaeology); Benchmarking; Originality; Construct (python library); Process management; Hospital accreditation; Accreditation; Qualitative research; Medicine; Sociology; Computer science; Marketing; Medical education; Political science","authors":[{"name":"Vinícius Pereira de Souza","is_ca":false},{"name":"Rodrigo Baroni","is_ca":false},{"name":"Chun Wei Choo","is_ca":true},{"name":"José Márcio de Castro","is_ca":false},{"name":"Ricardo Rodrigues Barbosa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06263240718515216,"gpt":0.3552001130652605,"spread":0.2925677058801083,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008866295,0.0006794734,0.0003877816,0.003239919,0.001990134,0.009385387,0.002359161,0.002117594,0.002333135],"category_scores_gemma":[0.008574327,0.0003620783,0.0008128549,0.002283118,0.01052815,0.005651033,0.004037481,0.001305578,0.0006006374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00690056,"about_ca_system_score_gemma":0.01685815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004176417,"about_ca_topic_score_gemma":0.003097445,"domain_scores_codex":[0.9911892,0.005198605,0.0004975907,0.0007594722,0.001680961,0.0006741654],"domain_scores_gemma":[0.9917778,0.003927795,0.0009520116,0.0009267267,0.001404468,0.001011276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007878291,0.0005869645,0.0155132,0.0009546967,0.0001472285,0.0007869352,0.0334258,0.01185837,0.001276403,0.8377542,0.002660441,0.09495696],"study_design_scores_gemma":[0.0001792425,0.0006027531,0.01102839,0.001769879,0.0002209815,0.001080934,0.02800788,0.05453062,0.001915099,0.8247489,0.07577866,0.0001366877],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1701335,0.002680018,0.412599,0.03883059,0.0001711881,0.001974887,0.0002241362,0.0003509643,0.3730358],"genre_scores_gemma":[0.9049035,0.0009355742,0.08673633,0.0008455925,0.00007111106,0.0006295132,0.0001047614,0.00002498131,0.00574859],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009385387,"threshold_uncertainty_score":0.05006731,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2046720381","doi":"10.3917/soc.079.0105","title":"Le jeu de l'intelligence collective","year":2003,"lang":"fr","type":"article","venue":"Sociétés","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Barrie Urology Group; University of Ottawa","funders":"","keywords":"Collective intelligence; Sociology; Humanities; Computer science; Philosophy; Artificial intelligence","authors":[{"name":"Pierre Lévy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04863617745736193,"gpt":0.3209008731609457,"spread":0.2722646957035838,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002153718,0.0004363843,0.0004314902,0.001919084,0.00732646,0.009724048,0.0006541004,0.002188917,0.008987259],"category_scores_gemma":[0.003839829,0.0002334457,0.0004075731,0.001358,0.01325941,0.007098078,0.005317971,0.002217165,0.001103644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002290128,"about_ca_system_score_gemma":0.002564981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006890865,"about_ca_topic_score_gemma":0.008327722,"domain_scores_codex":[0.9982865,0.0004768475,0.00004878682,0.0003226986,0.0005576555,0.0003074534],"domain_scores_gemma":[0.9984946,0.0003842849,0.0001928812,0.0003047518,0.000358487,0.0002649841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001872592,0.00001390687,0.002281631,0.00005271012,0.0000141054,0.0001803622,0.02049272,0.0001697419,0.0004765466,0.9389538,0.006402796,0.03094308],"study_design_scores_gemma":[0.00001043758,0.00006149246,0.006660284,0.0003229965,0.00002729313,0.0007048798,0.02997883,0.0006005319,0.0005366945,0.2883991,0.6726477,0.00004967176],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1773529,0.009403212,0.02538756,0.03210193,0.001661627,0.00008538568,0.0001324364,0.0002015394,0.7536735],"genre_scores_gemma":[0.8238381,0.004147718,0.007573445,0.00212564,0.0004642783,0.0001065132,0.0000923454,0.00008986628,0.1615622],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009724048,"threshold_uncertainty_score":0.03006536,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3039710798","doi":"10.37380/jisib.v10i2.583","title":"On the relationship between competitive intelligence and innovation","year":2020,"lang":"en","type":"article","venue":"Journal of Intelligence Studies in Business","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Competitive intelligence; Market intelligence; Empirical research; Knowledge management; Marketing; Competitive advantage; Psychology; Business; Computer science; Statistics; Mathematics","authors":[{"name":"Jonathan Calof","is_ca":true},{"name":"Nisha Sewdass","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2413025867457179,"gpt":0.3553412945144184,"spread":0.1140387077687005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00702432,0.0003144598,0.0003834482,0.004850765,0.001439791,0.003879135,0.0006070402,0.001180675,0.005714441],"category_scores_gemma":[0.04625737,0.0002246506,0.0006038274,0.004963161,0.003677599,0.003300976,0.002424014,0.001718685,0.0004172259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002326908,"about_ca_system_score_gemma":0.002492769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005870284,"about_ca_topic_score_gemma":0.004217578,"domain_scores_codex":[0.9942009,0.002725791,0.000349457,0.0004312483,0.001718615,0.0005739286],"domain_scores_gemma":[0.8103699,0.1668919,0.01205656,0.001284876,0.006717637,0.002679166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002366543,0.0005856078,0.782258,0.0006383351,0.0004221877,0.0008177534,0.01041659,0.002689168,0.0002788443,0.0957399,0.003525049,0.1023919],"study_design_scores_gemma":[0.00005783725,0.0006194111,0.8808891,0.001374087,0.0003757859,0.0007015417,0.02027354,0.004830354,0.0005803217,0.07175735,0.01843468,0.0001059527],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8446681,0.00666876,0.001928192,0.01129938,0.00009274598,0.00008385505,0.0001297074,0.00001092251,0.1351184],"genre_scores_gemma":[0.9953506,0.002915855,0.0003674605,0.0004683053,0.00006733464,0.00002277553,0.00004503955,0.000003486624,0.0007592199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00702432,"threshold_uncertainty_score":0.03714859,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3216935287","doi":"","title":"Information processing and leadership.","year":2004,"lang":"en","type":"article","venue":"Human Relations","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo","funders":"","keywords":"Psychology; Public relations; Knowledge management; Social psychology; Computer science; Political science","authors":[{"name":"Douglas J. Brown","is_ca":true},{"name":"Kristyn A. Scott","is_ca":true},{"name":"Hayden Lewis","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07678254260703858,"gpt":0.2597917038627313,"spread":0.1830091612556927,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001414098,0.0007768492,0.0007209919,0.001974697,0.001063265,0.005256375,0.0005865163,0.002484863,0.03499712],"category_scores_gemma":[0.004096807,0.0002577885,0.0002280505,0.003099788,0.003006569,0.006258993,0.001039952,0.001910162,0.01463211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001514311,"about_ca_system_score_gemma":0.001595535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001519696,"about_ca_topic_score_gemma":0.002270375,"domain_scores_codex":[0.9988398,0.000331831,0.00008552284,0.0001964295,0.0004531343,0.00009333126],"domain_scores_gemma":[0.9974936,0.001236469,0.0002254997,0.0002829962,0.0005472059,0.0002141947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005500299,0.00004747115,0.0007461515,0.0009285502,0.00004333437,0.0001283475,0.0007556183,0.0003688053,0.0003883855,0.4180723,0.2992235,0.2792426],"study_design_scores_gemma":[0.00001578649,0.00004824897,0.002020488,0.0005974177,0.0000321862,0.0003154698,0.000448785,0.0004949929,0.0003437562,0.3414567,0.6542097,0.00001641016],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00247636,0.3963194,0.01439713,0.03828423,0.005068138,0.00005703132,0.0005040843,0.0005039714,0.5423896],"genre_scores_gemma":[0.2268575,0.3251966,0.01514337,0.01084931,0.01447906,0.0003743411,0.001203472,0.000217649,0.4056787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03499712,"threshold_uncertainty_score":0.1170771,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W13688290","doi":"","title":"The execution trap. Drawing a line between strategy and execution almost guarantees failure.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Downstream (manufacturing); Surprise; Set (abstract data type); Computer science; Context (archaeology); Bidding; Service (business); Corporation; Trap (plumbing); Upstream (networking); Metaphor; Rest (music); Business; Marketing; Finance","authors":[{"name":"Roger L. Martin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02408157984762921,"gpt":0.2262509323621655,"spread":0.2021693525145363,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006414972,0.0009792028,0.0004920953,0.001506277,0.00442048,0.01220883,0.001108503,0.004093425,0.02628135],"category_scores_gemma":[0.01608176,0.0004752523,0.000558187,0.001109736,0.02018755,0.01474079,0.007327612,0.007489501,0.01181843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004428687,"about_ca_system_score_gemma":0.008521083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005720377,"about_ca_topic_score_gemma":0.004439412,"domain_scores_codex":[0.9925021,0.002472555,0.0004103546,0.0008322377,0.002915066,0.0008677109],"domain_scores_gemma":[0.9911435,0.00276511,0.001160524,0.001542364,0.001965193,0.001423324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008337778,0.00003900406,0.0008683563,0.0001506325,0.0000274685,0.0002290261,0.002763891,0.0002461282,0.000368185,0.8638886,0.08998391,0.04135144],"study_design_scores_gemma":[0.00003687988,0.00008747738,0.0009802175,0.0004592362,0.00001714194,0.0003463247,0.00401929,0.0006975216,0.0005917489,0.4881521,0.5045673,0.00004488304],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.01427103,0.007174241,0.06318424,0.1718814,0.003811439,0.0001516022,0.000451015,0.001308294,0.7377667],"genre_scores_gemma":[0.6570222,0.005666965,0.02688496,0.04062565,0.001081525,0.0004091405,0.0004426294,0.001211454,0.2666555],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02628135,"threshold_uncertainty_score":0.08791989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3202745629","doi":"10.1016/j.techfore.2021.121139","title":"Towards an anticipatory system incorporating corporate foresight and competitive intelligence in creating knowledge: a longitudinal Moroccan bank case study","year":2021,"lang":"en","type":"article","venue":"Technological Forecasting and Social Change","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":31,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"National Research University Higher School of Economics","keywords":"Futures studies; Competitive intelligence; Futures contract; Context (archaeology); Competitive advantage; Market intelligence; Business; Knowledge management; Unit (ring theory); Knowledge economy; Strategic business unit; Industrial organization; Marketing; Economics; Computer science; Artificial intelligence; Finance","authors":[{"name":"Abdelati Hakmaoui","is_ca":false},{"name":"Mourad Oubrich","is_ca":false},{"name":"Jonathan Calof","is_ca":true},{"name":"Hassan El Ghazi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2103282572287286,"gpt":0.3216846916220962,"spread":0.1113564343933676,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00394992,0.0003112903,0.0002238633,0.0008394047,0.001313589,0.003209145,0.0007249771,0.0008387048,0.002895705],"category_scores_gemma":[0.006818173,0.0002863347,0.0001995942,0.0006475266,0.000554472,0.001677393,0.001316097,0.000587539,0.0003419047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002053423,"about_ca_system_score_gemma":0.003724823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08655811,"about_ca_topic_score_gemma":0.09372579,"domain_scores_codex":[0.9992921,0.0003802818,0.00004267644,0.0001092294,0.00008759143,0.00008811742],"domain_scores_gemma":[0.9969022,0.001694707,0.0003046505,0.0003355713,0.0005781923,0.0001846333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.001955045,0.001987834,0.5183339,0.0003979799,0.0002290737,0.00342537,0.03951968,0.06635635,0.02348026,0.02255174,0.009559734,0.3122031],"study_design_scores_gemma":[0.0001455335,0.000918569,0.1726795,0.0004411474,0.0005959822,0.0007880332,0.03754478,0.7088134,0.02210565,0.01107302,0.04466739,0.0002268683],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9518275,0.0001607382,0.03742639,0.001727616,0.00003087903,0.0002603855,0.000453981,0.0007072773,0.007405144],"genre_scores_gemma":[0.9668047,0.00006616201,0.031175,0.00006199568,0.000004199904,0.00005115842,0.0001527101,0.00002013103,0.001663918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08655811,"threshold_uncertainty_score":0.1721085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1488397829","doi":"","title":"The management of strategy","year":2009,"lang":"en","type":"book","venue":"South-Western Cengage Learning eBooks","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Business; Diversification (marketing strategy); Competitive advantage; First-mover advantage; China; Strategic management; Currency; Competition (biology); Marketing; Management; Economics; Political science","authors":[{"name":"R. Duane Ireland","is_ca":false},{"name":"Robert E. Hoskisson","is_ca":false},{"name":"Michael A. Hitt","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02888769992347478,"gpt":0.2413841505666669,"spread":0.2124964506431921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007829419,0.001506882,0.001275111,0.002249629,0.003830243,0.02648104,0.002185293,0.005495145,0.05706084],"category_scores_gemma":[0.01444675,0.00052345,0.0006284955,0.003258885,0.009968546,0.01481146,0.008580645,0.007273147,0.02691209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008690955,"about_ca_system_score_gemma":0.01756837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002820086,"about_ca_topic_score_gemma":0.003311838,"domain_scores_codex":[0.9891824,0.003887523,0.0008335475,0.001643275,0.003577685,0.0008755157],"domain_scores_gemma":[0.9918174,0.001913614,0.0007263882,0.001604783,0.002017165,0.001920597],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000150604,0.00003927472,0.0003424908,0.0003210201,0.00002487168,0.00009338626,0.002447115,0.0003961338,0.0002770936,0.5545955,0.310972,0.130476],"study_design_scores_gemma":[0.000003910272,0.00001659033,0.0001556952,0.0005331205,0.00000350004,0.00005180201,0.0006594572,0.0001533729,0.00006204366,0.06651729,0.9318346,0.000008601633],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001379498,0.03746845,0.01861038,0.1341991,0.00498191,0.000217907,0.0003823925,0.0005058146,0.8022546],"genre_scores_gemma":[0.1281719,0.05885151,0.02193963,0.03520122,0.005069583,0.0008314425,0.001070327,0.000675131,0.7481892],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.05706084,"threshold_uncertainty_score":0.1908875,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007567847","doi":"10.1016/s0019-8501(01)00205-x","title":"Dynamics of export channel relationships in high-velocity environments","year":2002,"lang":"en","type":"article","venue":"Industrial Marketing Management","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":30,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Complementarity (molecular biology); Opportunism; Dynamics (music); Channel (broadcasting); Competition (biology); Business; Industrial organization; Economic geography; Computer science; Psychology; Economics; Ecology; Telecommunications; Biology; Market economy","authors":[{"name":"Lee Li","is_ca":true},{"name":"Peggy Ng","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06351299887207201,"gpt":0.2196694662951124,"spread":0.1561564674230404,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000636176,0.00009516267,0.0001523896,0.00112294,0.001382535,0.005820111,0.0004249156,0.0009031133,0.02025708],"category_scores_gemma":[0.007114143,0.0002075144,0.00009494975,0.001458451,0.001018913,0.004144649,0.001404756,0.000735405,0.001379989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00121983,"about_ca_system_score_gemma":0.0008092152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007010355,"about_ca_topic_score_gemma":0.01029752,"domain_scores_codex":[0.9996191,0.0001108499,0.00001092095,0.00003666781,0.00005723001,0.0001651463],"domain_scores_gemma":[0.9931219,0.00345267,0.001160975,0.0001631722,0.0007109542,0.001390354],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001547604,0.001495082,0.6416742,0.00007224602,0.00004373676,0.001327753,0.04232189,0.01295514,0.004495193,0.2167327,0.0104719,0.06686263],"study_design_scores_gemma":[0.00009965516,0.0003778494,0.7845499,0.000100914,0.0000461971,0.0005017217,0.1051164,0.03566787,0.0008943018,0.05298472,0.0195833,0.00007706823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822333,0.0000549229,0.0005586922,0.0004885599,0.000004358315,0.000006938791,0.00007334016,0.00001357961,0.01656633],"genre_scores_gemma":[0.9977618,0.00003047404,0.00008294817,0.0000131654,0.00000358789,0.000003201512,0.0000264935,0.000004273723,0.002074056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02025708,"threshold_uncertainty_score":0.06776673,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002430481","doi":"10.1108/14637150010345505","title":"Management of environmental scanning processes in large companies in Thailand","year":2000,"lang":"en","type":"article","venue":"Business Process Management Journal","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Scope (computer science); Business; Quarter (Canadian coin); Order (exchange); Business environment; Marketing; Business administration; Finance; Geography; Computer science","authors":[{"name":"Chittipa Ngamkroeckjoti","is_ca":false},{"name":"Lalit M. Johri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01304543338587818,"gpt":0.237230215714309,"spread":0.2241847823284308,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001962962,0.000218795,0.0001270525,0.002931924,0.00241759,0.003122505,0.0006425554,0.000647572,0.001445935],"category_scores_gemma":[0.005472229,0.0002758616,0.0001951922,0.003558851,0.001312675,0.001485381,0.002083004,0.0004397704,0.0001799619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003783892,"about_ca_system_score_gemma":0.003760539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01419373,"about_ca_topic_score_gemma":0.01376713,"domain_scores_codex":[0.9973139,0.0008921462,0.0002048264,0.0002686079,0.0008132916,0.0005071195],"domain_scores_gemma":[0.9872423,0.003835386,0.005287954,0.0004702526,0.001742401,0.001421681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004114353,0.000566642,0.7281281,0.0003632833,0.0001146129,0.008707909,0.08484899,0.008131353,0.01052766,0.004197364,0.001518672,0.152484],"study_design_scores_gemma":[0.00002040737,0.000583269,0.7972355,0.0001140683,0.00007337861,0.002066602,0.1632307,0.0089315,0.008115997,0.001629073,0.01786163,0.0001379106],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949058,0.0002030804,0.0005289016,0.0001506856,0.000002340361,0.00003848696,0.00003236813,0.00001774266,0.004120605],"genre_scores_gemma":[0.9984491,0.000199656,0.0003281086,0.00001856598,0.000002338098,0.00001257354,0.00004220592,0.000002846359,0.0009445852],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01419373,"threshold_uncertainty_score":0.0282222,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2754692568","doi":"10.1108/fs-07-2017-0024","title":"Canadian competitive intelligence practices – a study of practicing strategic and competitive intelligence professionals Canadian members","year":2017,"lang":"en","type":"article","venue":"foresight","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"University of South Africa; National Research University Higher School of Economics; North-West University","keywords":"Competitive intelligence; Originality; Competitive advantage; Futures studies; Value (mathematics); Strategic intelligence; Intelligence cycle; Resource (disambiguation); Market intelligence; Marketing; Sample (material); Psychology; Knowledge management; Public relations; Business; Military intelligence; Sociology; Political science; Qualitative research; Computer science; Social science; Artificial intelligence","authors":[{"name":"Jonathan Calof","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0726970260269301,"gpt":0.3318161599832379,"spread":0.2591191339563078,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003091477,0.0002758253,0.0004030579,0.002623156,0.009775306,0.002761198,0.001447838,0.0007164864,0.003315163],"category_scores_gemma":[0.008780602,0.0005202898,0.000276714,0.00685958,0.00267226,0.001250842,0.001939468,0.0009243741,0.0003675416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03771852,"about_ca_system_score_gemma":0.06623162,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9855871,"about_ca_topic_score_gemma":0.990559,"domain_scores_codex":[0.996822,0.0003281558,0.0001323578,0.0002888592,0.001747383,0.0006812391],"domain_scores_gemma":[0.9893084,0.001198066,0.001338353,0.0002369898,0.005017459,0.002900763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001387667,0.0002381521,0.5493502,0.0003512344,0.00003162357,0.0006375649,0.3992497,0.000127424,0.0007334017,0.001041235,0.008015473,0.04008523],"study_design_scores_gemma":[0.00001379051,0.000182864,0.5704299,0.0002273773,0.00001718185,0.000268287,0.4118952,0.0002606561,0.000165239,0.00009013266,0.01638461,0.00006475953],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938203,0.0003782694,0.00007140885,0.0007650406,0.00001352916,0.00006677437,0.000277528,0.000005595276,0.004601657],"genre_scores_gemma":[0.9967772,0.0006902037,0.0002323325,0.000339971,0.000006872424,0.00004646792,0.000203048,0.000005565576,0.001698257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03771852,"threshold_uncertainty_score":0.2736683,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3089475202","doi":"10.5539/ibr.v13n10p130","title":"Financial and Non-Financial Measures in Evaluating Performance: The Role of Strategic Intelligence in the Context of Commercial Banks in Kenya","year":2020,"lang":"en","type":"article","venue":"International Business Research","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Kenya; Balanced scorecard; Context (archaeology); Finance; Population; Business; Data collection; Descriptive statistics; Sample (material); Marketing; Accounting; Statistics; Geography; Mathematics","authors":[{"name":"Blandina Walowe Kori","is_ca":false},{"name":"Stephen Muathe","is_ca":false},{"name":"Samuel Maina","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1440111079337698,"gpt":0.3667689128503172,"spread":0.2227578049165473,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00414063,0.0003789004,0.0002522187,0.002615175,0.001881319,0.003906053,0.0003532875,0.0005385847,0.001926463],"category_scores_gemma":[0.009088494,0.0001877843,0.000155269,0.002938483,0.001753045,0.002519774,0.001726852,0.0007585883,0.0001484063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002333313,"about_ca_system_score_gemma":0.003673004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01177849,"about_ca_topic_score_gemma":0.0307369,"domain_scores_codex":[0.9963391,0.001911404,0.0003013685,0.000171045,0.0008025561,0.0004745766],"domain_scores_gemma":[0.9908907,0.003009674,0.003673847,0.0001258553,0.001346111,0.0009538147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001599652,0.0002820449,0.8135655,0.0006829166,0.00008015527,0.001273066,0.0462004,0.0004652061,0.000812569,0.007519013,0.002012316,0.1269468],"study_design_scores_gemma":[0.00000875774,0.0003428802,0.8315243,0.001187755,0.00006058248,0.0006626397,0.1525172,0.0009669367,0.0007292607,0.002115177,0.009808837,0.00007574543],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707163,0.003059443,0.0004927649,0.002005786,0.00003729873,0.00006621691,0.00006220515,0.000004510624,0.0235555],"genre_scores_gemma":[0.9980819,0.0009108735,0.0004611977,0.00009455183,0.000008542987,0.00001424237,0.00001587931,8.018458e-7,0.0004119354],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01177849,"threshold_uncertainty_score":0.02341992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3169136323","doi":"10.37380/jisib.v1i1.692","title":"Competitive intelligence and absorptive capacity for enhancing innovation performance of SMEs","year":2021,"lang":"en","type":"article","venue":"Journal of Intelligence Studies in Business","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"Mitacs","keywords":"Absorptive capacity; Business; Context (archaeology); Competitive intelligence; Knowledge management; Industrial organization; Competitive advantage; Empirical research; Small and medium-sized enterprises; Dynamic capabilities; Small to medium enterprises; Marketing; Computer science","authors":[{"name":"Abdeslam Hassani","is_ca":true},{"name":"Elaine Mosconi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09225075998427214,"gpt":0.3186159172500583,"spread":0.2263651572657862,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002844073,0.0003302094,0.0002501326,0.002978048,0.0007599971,0.00372251,0.0003564838,0.001078627,0.003340319],"category_scores_gemma":[0.01049891,0.0001234862,0.0004253401,0.001699618,0.00141982,0.002553931,0.002266314,0.0008003059,0.000411025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001352305,"about_ca_system_score_gemma":0.002654929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008400881,"about_ca_topic_score_gemma":0.001349028,"domain_scores_codex":[0.998309,0.000603997,0.0001117179,0.0001236403,0.0005415059,0.0003101541],"domain_scores_gemma":[0.9892631,0.005190112,0.002217241,0.0003602108,0.001388923,0.001580412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005342079,0.00135767,0.3964189,0.002396269,0.0004180402,0.003114975,0.02015621,0.01405079,0.01857788,0.1895962,0.003232434,0.3501464],"study_design_scores_gemma":[0.00009213306,0.001216914,0.729574,0.002685474,0.0005260727,0.00232519,0.02427239,0.02445433,0.01445011,0.1674294,0.03273418,0.0002397365],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8569602,0.002916205,0.006245598,0.003049027,0.00004105897,0.0001026403,0.00006721701,0.0000583629,0.1305597],"genre_scores_gemma":[0.9987355,0.0002533524,0.000613207,0.00003383958,0.000007544664,0.000007465952,0.000007359055,0.000001945178,0.0003398916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00372251,"threshold_uncertainty_score":0.01504105,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063893595","doi":"10.12775/tsb.2012.009","title":"Nicola De Bellis: Bibliometrics And Citation Analysis, from the Science Citation Index to Cybermetrics, Lanham, Toronto, Plymouth 2009","year":2012,"lang":"en","type":"article","venue":"Toruńskie Studia Bibliologiczne","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Bibliometrics; Citation; Documentation; Science Citation Index; Citation analysis; Library science; Index (typography); Citation index; Scientific literature; Sociology; Social science; Computer science; Biology; World Wide Web","authors":[{"name":"Aneta Żarczyńska","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0515961301340516,"gpt":0.3040186394952515,"spread":0.2524225093611999,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.009247357,0.002897405,0.00288414,0.02543154,0.002251931,0.009947903,0.003011829,0.005731086,0.01566763],"category_scores_gemma":[0.02642991,0.002441622,0.0009586653,0.05202405,0.008214777,0.02440344,0.003730317,0.005919531,0.0154185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008660068,"about_ca_system_score_gemma":0.008416494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03670171,"about_ca_topic_score_gemma":0.05269508,"domain_scores_codex":[0.9912279,0.003197889,0.0007377801,0.0008125683,0.003765961,0.0002578164],"domain_scores_gemma":[0.9838495,0.01013601,0.001051803,0.0007577318,0.003649155,0.0005557765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002925219,0.0000206135,0.0008447214,0.001348808,0.00007746828,0.0000875828,0.0007927525,0.0003931445,0.00009968378,0.06128098,0.8076745,0.1273505],"study_design_scores_gemma":[0.00001875277,0.000009793189,0.002479446,0.001314188,0.0000387667,0.0002234881,0.0004738272,0.0005003985,0.0002014483,0.114739,0.8799426,0.00005820569],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002002917,0.9258028,0.01074287,0.04196083,0.005004202,0.00003293488,0.0006316494,0.0003683908,0.01525597],"genre_scores_gemma":[0.007681998,0.9298872,0.01729214,0.008366629,0.01015825,0.0001865391,0.0009854318,0.0003527717,0.02508905],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9745685,"threshold_uncertainty_score":0.07297617,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2791724711","doi":"10.1111/joms.12340","title":"Objectivity and Truth: The Role of the Essay in Management Scholarship","year":2018,"lang":"en","type":"article","venue":"Journal of Management Studies","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Scholarship; Objectivity (philosophy); Popularity; Sociology; Order (exchange); Social science; Political science; Media studies; Epistemology; Law; Philosophy","authors":[{"name":"Roy Suddaby","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02642591604480598,"gpt":0.2759815287515808,"spread":0.2495556127067748,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.04360748,0.0009037512,0.001270719,0.005251157,0.01933614,0.03956017,0.002655885,0.009666751,0.004404032],"category_scores_gemma":[0.1166855,0.0006416906,0.0006769733,0.003311014,0.09601185,0.03180501,0.0141055,0.01209576,0.0009375848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01002285,"about_ca_system_score_gemma":0.006458002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001722309,"about_ca_topic_score_gemma":0.001284105,"domain_scores_codex":[0.9378819,0.05244141,0.001600674,0.002341058,0.003685193,0.002049768],"domain_scores_gemma":[0.8209615,0.1548921,0.00724558,0.00617833,0.006255439,0.004467077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000235015,0.00001935819,0.0003532987,0.0000946345,0.000007517837,0.0001790075,0.05007249,0.00006183725,0.00005508113,0.9253545,0.01775477,0.006023983],"study_design_scores_gemma":[0.00003659997,0.00004590941,0.0006081826,0.0012113,0.00001433356,0.0002702928,0.03494466,0.0005213651,0.0001715435,0.7103175,0.2518141,0.00004418038],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02772996,0.03849217,0.01571938,0.5385392,0.02352433,0.00005999261,0.0000414486,0.0001245898,0.3557689],"genre_scores_gemma":[0.8899981,0.007633125,0.005219002,0.03731058,0.02440383,0.0002878672,0.00004849946,0.0002973049,0.03480174],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9806638,"threshold_uncertainty_score":0.2306212,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2910506960","doi":"10.37380/jisib.v8i3.366","title":"A competitive intelligence model based on information literacy: organizational competitiveness in the context of the 4th Industrial Revolution","year":2019,"lang":"en","type":"article","venue":"Journal of Intelligence Studies in Business","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Competitive intelligence; Knowledge management; Context (archaeology); Information literacy; Business intelligence; Competitive advantage; Creativity; Computer science; Literacy; Process (computing); Multidisciplinary approach; Business; Sociology; Political science; Marketing; World Wide Web; Social science","authors":[{"name":"Selma Letícia Capinzaiki Ottonicar","is_ca":false},{"name":"Marta Lígia Pomim Valentim","is_ca":false},{"name":"Elaine Mosconi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04266800912847592,"gpt":0.2879571778013243,"spread":0.2452891686728484,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002640215,0.0005023743,0.00034846,0.004737392,0.001775746,0.005527679,0.0009446682,0.00182952,0.003384005],"category_scores_gemma":[0.003570903,0.0001927287,0.000743604,0.003504984,0.006085301,0.00739448,0.003022814,0.00124685,0.0002661696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005243776,"about_ca_system_score_gemma":0.007392345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007072151,"about_ca_topic_score_gemma":0.00607817,"domain_scores_codex":[0.9979979,0.001248298,0.00007275608,0.0001814175,0.0002315348,0.0002679533],"domain_scores_gemma":[0.9970381,0.001985116,0.0003672225,0.00007821154,0.0003172786,0.000214081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00003222104,0.0001229176,0.009800833,0.0002862397,0.0000262312,0.0004692303,0.0117654,0.002006408,0.0001747687,0.9581269,0.001102068,0.01608674],"study_design_scores_gemma":[0.0001209665,0.0003869314,0.02602515,0.001866351,0.0002209438,0.001085261,0.07054995,0.0432539,0.0006800537,0.7979164,0.05778901,0.0001049852],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4202307,0.006210344,0.06458329,0.03392938,0.0001608006,0.0006259076,0.0003238157,0.0001081802,0.4738276],"genre_scores_gemma":[0.988821,0.0009869612,0.007364204,0.0004534828,0.00002321279,0.0002116341,0.00006920339,0.000006089831,0.00206411],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007072151,"threshold_uncertainty_score":0.03804648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1965082893","doi":"10.1111/1467-9310.00184","title":"From R&amp;D to strategic knowledge management: transitions and challenges for national laboratories","year":2000,"lang":"en","type":"article","venue":"R and D Management","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"National Research Council Canada","funders":"","keywords":"Strategic management; Political science; Competition (biology); Context (archaeology); Knowledge management; Coping (psychology); Business; Public relations; Management; Marketing; Psychology; Economics; Geography; Computer science; Biology; Ecology","authors":[{"name":"Jack Smith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07403067204893224,"gpt":0.2838599313951231,"spread":0.2098292593461908,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02316462,0.0002387966,0.000509645,0.001213898,0.01559971,0.03440248,0.002521278,0.01168252,0.004788918],"category_scores_gemma":[0.02285626,0.0002686521,0.0006350708,0.002285333,0.02665488,0.03063867,0.01184756,0.01709546,0.0007792172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02736973,"about_ca_system_score_gemma":0.05831545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03188139,"about_ca_topic_score_gemma":0.05122444,"domain_scores_codex":[0.9826342,0.007754406,0.0008702414,0.001110906,0.003960852,0.003669427],"domain_scores_gemma":[0.9689277,0.01181694,0.001961367,0.001273584,0.006854351,0.009166027],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000100866,0.0001756175,0.002130159,0.0004873242,0.00001294882,0.001029696,0.02146447,0.0006379042,0.0005932322,0.7846106,0.07980034,0.1089568],"study_design_scores_gemma":[0.0000346551,0.0001415602,0.004296075,0.001069801,0.00001078805,0.0006737254,0.1420901,0.0007980988,0.0006292101,0.2450662,0.6050481,0.0001417826],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01835605,0.01259044,0.001658661,0.9366026,0.001659873,0.00001937128,0.00002237413,0.00004328425,0.02904726],"genre_scores_gemma":[0.7801369,0.02212626,0.006856875,0.1698277,0.002338193,0.0001195612,0.00005543485,0.00008339926,0.01845567],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9768354,"threshold_uncertainty_score":0.1985823,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W349097522","doi":"10.4337/9781782549048","title":"Handbook of Organizational and Entrepreneurial Ingenuity","year":2014,"lang":"en","type":"book","venue":"Edward Elgar Publishing eBooks","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Ingenuity; Business; Management; Economics; Epistemology; Philosophy","authors":[{"name":"Benson Honig","is_ca":true},{"name":"Joseph Lampel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01246595856202715,"gpt":0.1951695128829391,"spread":0.1827035543209119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004826749,0.0007861422,0.000707402,0.002465897,0.001033711,0.004211213,0.001075669,0.001207516,0.03844232],"category_scores_gemma":[0.001584314,0.0004272501,0.0003387167,0.003437715,0.001457496,0.003698211,0.001481229,0.002341895,0.02074691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001231916,"about_ca_system_score_gemma":0.003531371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001649931,"about_ca_topic_score_gemma":0.003550557,"domain_scores_codex":[0.9994701,0.00007660936,0.00004113395,0.00005919879,0.0003064269,0.00004658017],"domain_scores_gemma":[0.9993455,0.0002607153,0.00004047454,0.00007633466,0.0001827924,0.00009420221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001181569,0.00003717426,0.0001366938,0.0004879576,0.00000672161,0.00009819609,0.0008149058,0.0004017623,0.0002299742,0.2259644,0.4970645,0.2747459],"study_design_scores_gemma":[9.801132e-7,0.000002858404,0.00009371439,0.0001719673,9.058896e-7,0.000101481,0.00007007259,0.00003232003,0.0000193178,0.01609967,0.9834045,0.000002330962],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006563219,0.1862363,0.007884768,0.006544421,0.003706612,0.00007033537,0.0004614711,0.0003321453,0.7941076],"genre_scores_gemma":[0.01412741,0.1906193,0.01544874,0.003171102,0.002209438,0.0001954386,0.001067473,0.0002957913,0.7728654],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03844232,"threshold_uncertainty_score":0.1286023,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2584469247","doi":"10.1108/fs-08-2016-0038","title":"Reflections on the Canadian Government in competitive intelligence – programs and impacts","year":2017,"lang":"en","type":"article","venue":"foresight","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa","funders":"National Research University Higher School of Economics","keywords":"Government (linguistics); Categorization; Public relations; Competitive intelligence; Economic growth; Business; Political science; Marketing; Economics; Computer science; Artificial intelligence","authors":[{"name":"Jonathan Calof","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07221945475130698,"gpt":0.3101630087228205,"spread":0.2379435539715136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02480977,0.0003665827,0.0004207465,0.003811228,0.01692192,0.01198534,0.003242396,0.002701129,0.005586488],"category_scores_gemma":[0.04132164,0.0004899988,0.000524885,0.009444039,0.01145247,0.004438744,0.00607919,0.004802363,0.0002940883],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.1791647,"about_ca_system_score_gemma":0.3733861,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9696521,"about_ca_topic_score_gemma":0.975386,"domain_scores_codex":[0.9708455,0.00873825,0.0006488448,0.001015313,0.01108268,0.007669506],"domain_scores_gemma":[0.9400601,0.01853897,0.002605493,0.001497391,0.0240637,0.01323438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001288574,0.0002051586,0.01919249,0.002032004,0.00008446367,0.0006346935,0.1010355,0.001350163,0.0008654986,0.3523644,0.2336964,0.2884104],"study_design_scores_gemma":[0.00003443224,0.0001032939,0.02854838,0.001613957,0.00006996871,0.0001331816,0.1092828,0.0004103001,0.0006299295,0.006880641,0.8521867,0.0001064759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1510954,0.0242143,0.002737333,0.4575977,0.002468841,0.0003970327,0.0005721372,0.0002143925,0.3607028],"genre_scores_gemma":[0.9091504,0.01428108,0.002998325,0.04184737,0.0002668693,0.0002131018,0.0002573528,0.0001066969,0.0308789],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8208354,"threshold_uncertainty_score":0.9520527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966468263","doi":"10.1177/1476127004042844","title":"Management as Life’s Essence: 30 Years of the Nature of Managerial Work","year":2004,"lang":"en","type":"article","venue":"Strategic Organization","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Work (physics); Sociology; Everyday life; Management; Public relations; Engineering ethics; Political science; Engineering; Economics; Law","authors":[{"name":"Pablo Martin de Holan","is_ca":false},{"name":"Henry Mintzberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00812199183154074,"gpt":0.2142832503460339,"spread":0.2061612585144932,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005914234,0.0004890162,0.0006009312,0.001981571,0.007907329,0.01420042,0.0007562764,0.003245359,0.00353852],"category_scores_gemma":[0.0073187,0.0003942991,0.0002484134,0.002509827,0.03185937,0.01929975,0.005446254,0.006660342,0.0006786133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006242576,"about_ca_system_score_gemma":0.004918329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006225049,"about_ca_topic_score_gemma":0.008673833,"domain_scores_codex":[0.9958044,0.0025146,0.00009046835,0.0002662042,0.0006954065,0.0006290555],"domain_scores_gemma":[0.9945628,0.003034194,0.0003414974,0.0002324706,0.0004574648,0.001371691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007006823,0.00006985365,0.001786583,0.0003101324,0.00001216779,0.0002267555,0.2308277,0.0001300664,0.0002675396,0.5887499,0.08285479,0.09469438],"study_design_scores_gemma":[0.000006461932,0.00004101952,0.001905648,0.001064278,0.000002919632,0.0002161825,0.05889026,0.00009116987,0.00005005378,0.1568722,0.7808325,0.0000273134],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03040612,0.4495558,0.00449009,0.3433565,0.009460965,0.00004119638,0.0000946522,0.00006362773,0.162531],"genre_scores_gemma":[0.657856,0.2336981,0.003042993,0.06835926,0.009369933,0.0001667853,0.00009025106,0.0001210081,0.0272956],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01420042,"threshold_uncertainty_score":0.04529327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2780580126","doi":"10.37380/jisib.v7i3.280","title":"Integration of business intelligence with corporate strategic management","year":2020,"lang":"en","type":"article","venue":"Journal of Intelligence Studies in Business","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Operationalization; Competitive intelligence; Knowledge management; Business intelligence; Open innovation; Key (lock); Intelligence cycle; Process (computing); Strategic management; Business; Computer science; Marketing; Military intelligence; Political science","authors":[{"name":"Jonathan Calof","is_ca":true},{"name":"Gregory Richards","is_ca":true},{"name":"Paul C. Santilli","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1781144797997201,"gpt":0.3101788405337726,"spread":0.1320643607340525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007525941,0.001015797,0.0008168467,0.005665007,0.002375046,0.02046658,0.001805136,0.002014744,0.00289249],"category_scores_gemma":[0.009399442,0.0007553909,0.0007372656,0.006044032,0.01223163,0.01793942,0.008274446,0.003801463,0.000805014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004438457,"about_ca_system_score_gemma":0.007178948,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003718188,"about_ca_topic_score_gemma":0.003418229,"domain_scores_codex":[0.9900728,0.005257948,0.0005713776,0.0005887286,0.00269877,0.0008103782],"domain_scores_gemma":[0.9921479,0.003706678,0.0009910658,0.001295006,0.001176108,0.0006834057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001267137,0.00005571356,0.001377023,0.0001793422,0.00004825462,0.000157383,0.002510679,0.002357678,0.000245096,0.9100132,0.00182276,0.0812201],"study_design_scores_gemma":[0.000008535954,0.00004986764,0.00184483,0.000504305,0.00003701228,0.0001638644,0.003701142,0.006559293,0.0003524572,0.8991951,0.0875463,0.00003726606],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02861564,0.01162256,0.2836963,0.03785162,0.001101298,0.000217182,0.0000876808,0.0004103669,0.6363974],"genre_scores_gemma":[0.8730848,0.007170459,0.1026223,0.002094864,0.001037117,0.0001703906,0.0001368277,0.00008245256,0.01360078],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02046658,"threshold_uncertainty_score":0.03980142,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2411663629","doi":"10.37380/jisib.v6i1.153","title":"Government sponsored competitive intelligence for regional and sectoral economic development: Canadian experiences","year":2016,"lang":"en","type":"article","venue":"Journal of Intelligence Studies in Business","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"National Research University Higher School of Economics","keywords":"Government (linguistics); Competitive intelligence; Officer; Competitive advantage; Business; Economic growth; Regional science; Political science; Economics; Marketing; Sociology","authors":[{"name":"Jonathan Calof","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06939275845746623,"gpt":0.3007777348287123,"spread":0.2313849763712461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00594105,0.000367564,0.000329969,0.001348611,0.01528312,0.004822981,0.001547355,0.001238645,0.004930028],"category_scores_gemma":[0.009035752,0.0002883177,0.0002495466,0.00610884,0.004107335,0.001462054,0.004095314,0.002043793,0.0002920453],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07550628,"about_ca_system_score_gemma":0.2142614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.975857,"about_ca_topic_score_gemma":0.990009,"domain_scores_codex":[0.9936426,0.001330933,0.0001415398,0.0001884757,0.002683358,0.002013013],"domain_scores_gemma":[0.9895927,0.001657525,0.0004793233,0.000346574,0.002994327,0.004929619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002574165,0.001050269,0.0419665,0.001634223,0.00007379516,0.003409647,0.29247,0.001845865,0.001582311,0.1257745,0.1311232,0.3988122],"study_design_scores_gemma":[0.00003931184,0.0001803677,0.04315131,0.0003538009,0.00003205502,0.0003334802,0.1795657,0.0006919373,0.0006978905,0.001798526,0.7730889,0.0000667507],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5974684,0.01201398,0.001153598,0.05247539,0.0004721009,0.0003829703,0.0005232455,0.0001303921,0.33538],"genre_scores_gemma":[0.9578036,0.01202005,0.001362892,0.002114198,0.00004380169,0.00005731126,0.0001831079,0.00003482744,0.02638011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9244937,"threshold_uncertainty_score":0.547839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2097418095","doi":"10.5539/ibr.v4n4p62","title":"Investigate Competitive Intelligence Process: An Exploratory Study in Tunisian Companies","year":2011,"lang":"en","type":"article","venue":"International Business Research","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false},"ca_institutions":"","funders":"","keywords":"Competitive intelligence; Business; Competitive advantage; Exploratory research; Marketing; Process (computing); Market intelligence; Knowledge management; Computer science","authors":[{"name":"Wadie Nasri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.219661561500691,"gpt":0.3871619966353203,"spread":0.1675004351346293,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00366441,0.0003690333,0.000356496,0.001793405,0.00519236,0.00306482,0.0007577727,0.001048206,0.001434333],"category_scores_gemma":[0.004195431,0.0003388402,0.0001976272,0.001820421,0.001708019,0.002256078,0.001405669,0.001086841,0.0002062983],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00318793,"about_ca_system_score_gemma":0.002691644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01184177,"about_ca_topic_score_gemma":0.02374256,"domain_scores_codex":[0.9979337,0.001036468,0.00007319471,0.0001369164,0.0002518052,0.0005678985],"domain_scores_gemma":[0.9959862,0.002158301,0.0007609566,0.00009211171,0.0004811153,0.0005213139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00006083,0.0005717292,0.05762946,0.0001197666,0.00000968869,0.001765198,0.9260655,0.00006584432,0.001742072,0.0007060445,0.0003576992,0.01090613],"study_design_scores_gemma":[0.000004469223,0.0001689095,0.04689799,0.00006087619,0.000004201234,0.0002752634,0.947289,0.0001346457,0.0004225701,0.00008117262,0.004650174,0.00001066606],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987069,0.00009739281,0.00009012777,0.0001492171,0.00000184466,0.00003123769,0.00001528867,0.000001045689,0.000906978],"genre_scores_gemma":[0.9986036,0.0001923928,0.0002303104,0.000133385,0.000005443245,0.00004438982,0.0000257002,0.000001934555,0.0007626923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01184177,"threshold_uncertainty_score":0.02354568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2129053154","doi":"10.3917/eh.060.0078","title":"Une histoire de la recherche en systèmes d'information à travers 30 ans de publications","year":2011,"lang":"fr","type":"article","venue":"Entreprises et histoire","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Francophone University Association","funders":"","keywords":"Humanities; Political science; Philosophy","authors":[{"name":"Florence Rodhain","is_ca":false},{"name":"Bernard Fallery","is_ca":false},{"name":"Aurélie Girard","is_ca":false},{"name":"Sylvie Desq","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09251258363458112,"gpt":0.2946865560441134,"spread":0.2021739724095323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.02215367,0.0006228776,0.0006938858,0.01797646,0.005255585,0.01700026,0.001249519,0.002118723,0.02082011],"category_scores_gemma":[0.05407957,0.0008808954,0.001137624,0.02578625,0.008852993,0.01428729,0.002903205,0.003716867,0.004256401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01450347,"about_ca_system_score_gemma":0.012627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02413867,"about_ca_topic_score_gemma":0.02139808,"domain_scores_codex":[0.9828812,0.007388863,0.001706433,0.00174099,0.005564851,0.0007177247],"domain_scores_gemma":[0.8892717,0.07217432,0.005701678,0.006740314,0.02495091,0.001161121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002011472,0.0000787347,0.0124889,0.002763545,0.0001439613,0.0006157858,0.0765831,0.001957135,0.002466765,0.6467258,0.04327903,0.2126961],"study_design_scores_gemma":[0.00001802226,0.00008676008,0.01592466,0.004373956,0.00006508474,0.0004952994,0.03344055,0.0008863549,0.001881399,0.07524322,0.8675117,0.000073089],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09984569,0.143382,0.12839,0.1204259,0.007109354,0.0006489294,0.004905075,0.001001006,0.494292],"genre_scores_gemma":[0.6095654,0.1244627,0.1055675,0.01019874,0.003794758,0.001496373,0.003696054,0.001260846,0.1399575],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9820235,"threshold_uncertainty_score":0.1171612,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018543194","doi":"10.1109/innovations.2006.301889","title":"Knowledge Management Systems -- Why So Many Failures?","year":2006,"lang":"en","type":"article","venue":"","topic":"Competitive and Knowledge Intelligence","field":"Business, Management and Accounting","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Tacit knowledge; Variety (cybernetics); Computer science; Knowledge management; Focus (optics); Knowledge engineering; Explicit knowledge; Risk analysis (engineering); Data science; Business; Artificial intelligence","authors":[{"name":"Kenneth A. Grant","is_ca":true},{"name":"Umair Qureshi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01610329180030208,"gpt":0.2309065265105534,"spread":0.2148032347102513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01526394,0.0005627552,0.0008869286,0.002578563,0.004379537,0.00896149,0.002346008,0.004314485,0.008671996],"category_scores_gemma":[0.05890093,0.0004435741,0.000490033,0.003479601,0.007420129,0.02017418,0.005114996,0.004788725,0.005035686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003252249,"about_ca_system_score_gemma":0.003194689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004166937,"about_ca_topic_score_gemma":0.003219402,"domain_scores_codex":[0.984519,0.005104466,0.001013474,0.001473502,0.005975772,0.001913815],"domain_scores_gemma":[0.939907,0.02500119,0.005585529,0.006830404,0.01794645,0.004729472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001951172,0.0002062603,0.04973422,0.001506507,0.0002034743,0.002132041,0.0184618,0.00174819,0.0006372132,0.0968404,0.2418304,0.5865044],"study_design_scores_gemma":[0.00005966178,0.0001544996,0.03199114,0.002967465,0.00009361219,0.003983799,0.04602255,0.002557375,0.0009183029,0.3658107,0.545328,0.0001130009],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.102467,0.06032184,0.02611165,0.7290452,0.003641471,0.0001728017,0.0006715416,0.0012589,0.07630964],"genre_scores_gemma":[0.8711829,0.03842507,0.01158291,0.0519756,0.004545755,0.0002599795,0.0006767463,0.0004629228,0.02088822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01526394,"threshold_uncertainty_score":0.08072442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}