{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"3c5720e9888c","filters":{"venue":"Contemporary Management Research"}},"results":[{"id":"W3046895606","doi":"10.7903/cmr.20095","title":"Social Media Presence and Organizational Performance: An Empirical Study on Companies’ Presence on Twitter","year":2020,"lang":"en","type":"article","venue":"Contemporary Management Research","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université du Québec à Montréal; Université de Sherbrooke","funders":"","keywords":"Social media; Business; Marketing; Sample (material); Competitive advantage; Empirical research; Media management; Relevance (law)","authors":[{"name":"Nivo Ravaonorohanta","is_ca":true},{"name":"Michel Sayumwe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2919437820297466,"gpt":0.4439524843287067,"spread":0.1520087022989601,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001111597,0.0001976019,0.0002578387,0.001970118,0.001281573,0.002268358,0.0004445687,0.0006592331,0.003134636],"category_scores_gemma":[0.007054343,0.0001350541,0.0002488725,0.002506572,0.0007109609,0.002050156,0.001259151,0.0009555626,0.0007873174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009893968,"about_ca_system_score_gemma":0.0008561091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01989871,"about_ca_topic_score_gemma":0.02878193,"domain_scores_codex":[0.9989508,0.0002870021,0.00008863769,0.00009293067,0.0003272279,0.0002533287],"domain_scores_gemma":[0.9846289,0.006310127,0.005122548,0.0003531559,0.001441711,0.002143543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007469822,0.00038092,0.9841097,0.00005785645,0.00004585569,0.0001634587,0.005986695,0.00007637468,0.0003015303,0.0002533794,0.0006677966,0.007881823],"study_design_scores_gemma":[0.000004801876,0.0001281467,0.9689606,0.00004898988,0.00003636361,0.0000902702,0.02817633,0.0006226963,0.0001635527,0.0000673008,0.001687275,0.00001367923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966736,0.00008653321,0.00004248516,0.0002582441,0.000006463888,0.00001654615,0.0002539068,0.000001886533,0.002660306],"genre_scores_gemma":[0.9988768,0.0001316406,0.00005719405,0.00005608365,0.00002687558,0.0000188336,0.0002211008,0.000002184985,0.0006092565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01989871,"threshold_uncertainty_score":0.0395658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2270858864","doi":"10.7903/cmr.13183","title":"Using the Fuzzy Delphi Method to Apply a Model of Knowledge Transfer through International Strategic Alliances in Up-Stream Oil and Gas Sectors","year":2015,"lang":"en","type":"article","venue":"Contemporary Management Research","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":11,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Thompson Rivers University; Université Laval","funders":"","keywords":"Knowledge transfer; Delphi method; Fuzzy logic; Delphi; Business; Knowledge management; Marketing; Industrial organization; Computer science; Chemistry; Artificial intelligence","authors":[{"name":"Salman Kimiagari","is_ca":true},{"name":"Samira Keivanpour","is_ca":true},{"name":"Md. Samim Al-Azad","is_ca":false},{"name":"Muhammad Mohiuddin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4466529998448727,"gpt":0.4302539867616749,"spread":0.01639901308319774,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01282043,0.0009214481,0.0006850496,0.003274115,0.003194248,0.003434162,0.001506892,0.001922077,0.004810234],"category_scores_gemma":[0.01142979,0.0006395211,0.001575101,0.002804903,0.002847201,0.00298082,0.002601751,0.001716609,0.0002150794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008774198,"about_ca_system_score_gemma":0.008388414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01610859,"about_ca_topic_score_gemma":0.01872206,"domain_scores_codex":[0.9891884,0.008947038,0.0003255841,0.0003651824,0.000688975,0.0004848229],"domain_scores_gemma":[0.9914176,0.007284928,0.0003190196,0.0001450166,0.0006874372,0.0001459473],"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":[0.0003461829,0.0008701958,0.01299419,0.001792458,0.0004346421,0.002113053,0.05243852,0.3224836,0.002189081,0.4932263,0.003375281,0.1077365],"study_design_scores_gemma":[0.000262506,0.0007517926,0.005417387,0.0009800517,0.0001909253,0.0004080845,0.08333261,0.6768629,0.00148894,0.2148686,0.01525766,0.0001786086],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3352831,0.0005308557,0.5858952,0.004101855,0.0001146856,0.006548583,0.0003658481,0.00007775969,0.06708215],"genre_scores_gemma":[0.7684399,0.0004074217,0.2245904,0.0002432854,0.000009688736,0.003800775,0.000111189,0.000007991724,0.002389298],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01610859,"threshold_uncertainty_score":0.06780171,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135507679","doi":"10.7903/cmr.2600","title":"Power Sharing in Progressive Discipline: New Rules of Engagement Arising from an Australian Perspective","year":2010,"lang":"en","type":"article","venue":"Contemporary Management Research","topic":"Labor Movements and Unions","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Industrial relations; Dismissal; Statutory law; Public relations; Power (physics); Context (archaeology); Champion; Sociology; Marketing; Business; Economics; Political science; Management; Law","authors":[{"name":"John Chelliah","is_ca":false},{"name":"Tyrone S. Pitsis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1354250447875412,"gpt":0.4691999733070065,"spread":0.3337749285194653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02230429,0.000334504,0.0009172304,0.002995281,0.009895653,0.01567786,0.002919461,0.003620805,0.003636548],"category_scores_gemma":[0.03682564,0.0005844028,0.0005759468,0.003244107,0.06218566,0.01239058,0.01356093,0.006272378,0.0002365333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01086322,"about_ca_system_score_gemma":0.008360473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0358379,"about_ca_topic_score_gemma":0.03542196,"domain_scores_codex":[0.9691215,0.01770227,0.0009995503,0.002319555,0.006343745,0.003513379],"domain_scores_gemma":[0.9771447,0.01262582,0.003584065,0.002579457,0.00223576,0.001830182],"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":[0.00003194886,0.00005362902,0.009348943,0.00006504279,0.00001498602,0.0008728337,0.3743321,0.0005624866,0.0003551685,0.5967354,0.0005947471,0.01703271],"study_design_scores_gemma":[0.00002552923,0.0001304767,0.04206803,0.0004952128,0.00002428541,0.0007429307,0.2651536,0.00349143,0.00033939,0.6282904,0.05915108,0.00008774935],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7044755,0.001721674,0.04607287,0.02133889,0.000176186,0.0002076031,0.00005216617,0.00002129395,0.2259338],"genre_scores_gemma":[0.9959197,0.0001670449,0.001283666,0.0003084163,0.00003064459,0.00003856923,0.000006312409,0.000008875636,0.002236836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0358379,"threshold_uncertainty_score":0.1179578,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416821527","doi":"10.7903/cmr.23803","title":"Brand Anthropomorphism: A Bibliometric Analysis","year":2025,"lang":"","type":"article","venue":"Contemporary Management Research","topic":"Consumer Behavior in Brand Consumption and Identification","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"McGill University","keywords":"Bibliographic coupling; Context (archaeology); Identification (biology); Web of science; Bibliometrics","authors":[{"name":"Phuong Nhi Nguyen Pham","is_ca":false},{"name":"Quang-An Ha","is_ca":false},{"name":"Thanh Trang Bui","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1593648632418125,"gpt":0.4083725710677375,"spread":0.249007707825925,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.01170269,0.0006100673,0.001689872,0.2592892,0.001958641,0.006175234,0.001065929,0.0009199099,0.005276051],"category_scores_gemma":[0.07804608,0.0003590117,0.001474917,0.3048067,0.001231135,0.004319648,0.003540863,0.000629851,0.001110498],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002448134,"about_ca_system_score_gemma":0.004047708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007338251,"about_ca_topic_score_gemma":0.006717247,"domain_scores_codex":[0.9795747,0.003815042,0.004079562,0.001547822,0.01031339,0.0006694713],"domain_scores_gemma":[0.9059967,0.0628783,0.01286342,0.003559103,0.01363797,0.001064468],"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":[0.0003641901,0.0002403005,0.5218433,0.01694112,0.001524813,0.001260469,0.01631845,0.002236766,0.00451734,0.01461097,0.01995926,0.4001831],"study_design_scores_gemma":[0.00006184429,0.0002231144,0.8229585,0.002504764,0.001549382,0.002161603,0.0165193,0.009810842,0.002725694,0.008701417,0.1325755,0.0002080619],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8079943,0.0328723,0.01267661,0.002228704,0.000275065,0.001689668,0.06744871,0.001097223,0.07371737],"genre_scores_gemma":[0.9287639,0.01666095,0.01804292,0.0001187368,0.0004091357,0.001703182,0.0304719,0.0001889815,0.003640355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7407108,"threshold_uncertainty_score":0.06189048,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}