{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"c249c8d0ade0","filters":{"venue":"Journal of CENTRUM Cathedra (JCC) The Business and Economics Research Journal"}},"results":[{"id":"W2582517882","doi":"10.1108/jcc-08-2016-0005","title":"An integrated approach to grey relational analysis, analytic hierarchy process and data envelopment analysis","year":2016,"lang":"en","type":"article","venue":"Journal of CENTRUM Cathedra (JCC) The Business and Economics Research Journal","topic":"Efficiency Analysis Using DEA","field":"Decision Sciences","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Laurentian University","funders":"","keywords":"Grey relational analysis; Data envelopment analysis; Weighting; Analytic hierarchy process; Ranking (information retrieval); Data mining; Computer science; Fuzzy logic; Operations research; Mathematics; Mathematical optimization; Artificial intelligence; Statistics","authors":[{"name":"Mohammad Sadegh Pakkar","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1773398090564615,"gpt":0.4205928321899367,"spread":0.2432530231334752,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009046449,0.001068703,0.001476678,0.005285058,0.0009453943,0.004814667,0.001533819,0.001210255,0.002853189],"category_scores_gemma":[0.01176649,0.000529689,0.001832774,0.00752753,0.002428736,0.003130313,0.003430815,0.002413372,0.0005392503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003218154,"about_ca_system_score_gemma":0.00471279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004271756,"about_ca_topic_score_gemma":0.003332435,"domain_scores_codex":[0.9897774,0.00628262,0.0005410422,0.0005174338,0.002665047,0.0002165262],"domain_scores_gemma":[0.9952992,0.002841622,0.0003681383,0.0004999419,0.0008702045,0.0001208419],"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":[0.00001831804,0.00004709007,0.0006188743,0.000508694,0.0001738747,0.0001224038,0.0006981175,0.07396311,0.001016493,0.8180739,0.00137791,0.1033812],"study_design_scores_gemma":[0.00001646496,0.00007652542,0.0006612755,0.0003766361,0.00006985384,0.00009975925,0.0005787509,0.2065785,0.0009280193,0.763079,0.02747703,0.00005817113],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001373032,0.001122238,0.9908832,0.0005852913,0.00005655101,0.0001283411,0.00005884745,0.00008019029,0.005712357],"genre_scores_gemma":[0.1190689,0.002634105,0.8755262,0.0002204198,0.0001220488,0.0005032676,0.0001507134,0.0000494452,0.001724849],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.009046449,"threshold_uncertainty_score":0.0478428,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2582663546","doi":"10.1108/jcc-08-2016-0009","title":"Product innovation, cost-cutting and firm economic performance in the post-crisis context: Canadian micro evidence","year":2016,"lang":"en","type":"article","venue":"Journal of CENTRUM Cathedra (JCC) The Business and Economics Research Journal","topic":"Firm Innovation and Growth","field":"Economics, Econometrics and Finance","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Innovation, Science and Economic Development Canada; Université Laval","funders":"","keywords":"Profitability index; Industrial organization; Context (archaeology); Business; Sample (material); Marketing; Product innovation; Product (mathematics); Propensity score matching; Economics; Finance","authors":[{"name":"Zhan Su","is_ca":true},{"name":"Jianmin Tang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08073363149129534,"gpt":0.2859637397471211,"spread":0.2052301082558258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002019722,0.000413026,0.0006718654,0.003813566,0.0034473,0.002418909,0.001382443,0.0005982179,0.004402779],"category_scores_gemma":[0.00924654,0.0002991565,0.0008254117,0.009628163,0.001722714,0.0007957742,0.001516767,0.001223012,0.0003613156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02251414,"about_ca_system_score_gemma":0.02851211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.991794,"about_ca_topic_score_gemma":0.9945337,"domain_scores_codex":[0.9975702,0.0001847236,0.0001202033,0.0003065412,0.0009908216,0.0008274718],"domain_scores_gemma":[0.9851767,0.002146909,0.004514411,0.0006835037,0.005487351,0.001991196],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001667215,0.00009887093,0.979131,0.0002354895,0.0002039571,0.0002221225,0.001942621,0.0004136339,0.00007770806,0.001539489,0.005036992,0.01093135],"study_design_scores_gemma":[0.000009456986,0.00002783643,0.9931792,0.0001296242,0.00008596059,0.00003516331,0.002684032,0.0003587891,0.00006854939,0.0001241027,0.003273636,0.0000236407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9723791,0.004356305,0.0002843908,0.002172659,0.00004544502,0.00007650843,0.01070698,0.0000132369,0.009965383],"genre_scores_gemma":[0.9935189,0.001890582,0.0002747261,0.0002720636,0.0000206447,0.00001907734,0.00279176,0.000007330908,0.001205013],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02251414,"threshold_uncertainty_score":0.1633523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2007645570","doi":"10.7835/jcc-berj-2010-0040","title":"Towards Sustainable Offshore Outsourcing: A Case Study of Quebec Manufacturing Firms Outsourcing to China","year":2010,"lang":"en","type":"article","venue":"Journal of CENTRUM Cathedra (JCC) The Business and Economics Research Journal","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Université Laval","funders":"","keywords":"Outsourcing; Offshore outsourcing; Business; Knowledge process outsourcing; China; Factory (object-oriented programming); Industrial organization; Offshoring; Revenue; Exploratory research; Commerce; Business administration; Marketing; Finance","authors":[{"name":"Muhammad Mohiuddin","is_ca":true},{"name":"Zhan Su","is_ca":true},{"name":"Albert Su","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02325769056087117,"gpt":0.2698072354104845,"spread":0.2465495448496133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009165993,0.0005071664,0.0002422573,0.001087971,0.01258955,0.001876737,0.001104773,0.001621344,0.002636105],"category_scores_gemma":[0.001342366,0.000268104,0.0002822611,0.003071066,0.002168212,0.0007019276,0.001321979,0.0008164665,0.0001991603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0331435,"about_ca_system_score_gemma":0.0281477,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9577932,"about_ca_topic_score_gemma":0.988513,"domain_scores_codex":[0.9991522,0.000200917,0.00001941392,0.00005949935,0.0001576781,0.0004102266],"domain_scores_gemma":[0.9989539,0.0002308006,0.0001381182,0.00003402083,0.0002813958,0.0003616675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003722811,0.001304667,0.3304592,0.0005401464,0.00009385942,0.06162264,0.5108781,0.004856712,0.0098443,0.01109117,0.008060029,0.06087708],"study_design_scores_gemma":[0.00003992596,0.0003306796,0.1943803,0.0002074424,0.00003996001,0.002299068,0.7734087,0.003230578,0.001227729,0.0003758568,0.02439074,0.00006897942],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960735,0.0001293087,0.000153747,0.0003702347,0.000004092286,0.00005983925,0.00004622705,0.00000245637,0.003160707],"genre_scores_gemma":[0.9929007,0.000374641,0.0004110057,0.0002358295,0.000003373192,0.00003431356,0.00006961905,0.000003983748,0.005966554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04220676,"threshold_uncertainty_score":0.240474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2580917568","doi":"10.1108/jcc-08-2016-0003","title":"Managing team coordination incentives: the effect of payoff differentials","year":2016,"lang":"en","type":"article","venue":"Journal of CENTRUM Cathedra (JCC) The Business and Economics Research Journal","topic":"Experimental Behavioral Economics Studies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Incentive; Stochastic game; Intuition; Outcome (game theory); Microeconomics; Profit (economics); Business; Team composition; Strategic dominance; Economics; Psychology; Management","authors":[{"name":"Madjid Tavana","is_ca":false},{"name":"Debora Di Caprio","is_ca":true},{"name":"Francisco J. Santos‐Arteaga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03844818156319278,"gpt":0.3553161788035484,"spread":0.3168679972403556,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007709489,0.0008532705,0.0008459533,0.000811374,0.001214976,0.003502044,0.001478496,0.002390604,0.006221664],"category_scores_gemma":[0.03164805,0.0006096736,0.000823963,0.0005144934,0.002776492,0.004120023,0.003454707,0.001955,0.0004691697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003771183,"about_ca_system_score_gemma":0.002328853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003025015,"about_ca_topic_score_gemma":0.001415982,"domain_scores_codex":[0.9935207,0.003673364,0.0002864824,0.0006566998,0.0008428928,0.001019823],"domain_scores_gemma":[0.9753983,0.01378106,0.005800599,0.00130825,0.001098174,0.002613513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004747496,0.0004537495,0.01130941,0.0002074099,0.0001149933,0.001183813,0.001456247,0.3248135,0.00369749,0.6233017,0.001727268,0.03125962],"study_design_scores_gemma":[0.0003878964,0.0009992095,0.006927642,0.0001598139,0.0001227375,0.0003820553,0.001059986,0.5837993,0.001106874,0.3971059,0.007829,0.0001194955],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4520392,0.0006610567,0.4442129,0.004977626,0.0002074151,0.0005987724,0.000198813,0.0002497831,0.09685429],"genre_scores_gemma":[0.984593,0.0001360962,0.01172118,0.00009221921,0.00004066297,0.0001411425,0.0000141273,0.00001306122,0.003248653],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007709489,"threshold_uncertainty_score":0.04077214,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125401909","doi":"10.7835/jcc-berj-2011-0057","title":"Data Envelopment Analysis in the Presence of Partial Input-to-Output Impacts","year":2011,"lang":"en","type":"article","venue":"Journal of CENTRUM Cathedra (JCC) The Business and Economics Research Journal","topic":"Efficiency Analysis Using DEA","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Data envelopment analysis; Bundle; Set (abstract data type); Computer science; Efficiency; Focus (optics); Performance measurement; Operations research; Econometrics; Engineering; Economics; Mathematics; Mathematical optimization; Statistics","authors":[{"name":"Wade D. Cook","is_ca":true},{"name":"Raha Imanirad","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.3168170178798514,"gpt":0.4215607840863028,"spread":0.1047437662064514,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01079109,0.0010627,0.002129339,0.002739612,0.0007103998,0.003333729,0.0008644666,0.001093237,0.001094419],"category_scores_gemma":[0.0270566,0.0005988985,0.001523286,0.00586926,0.001104842,0.002832014,0.002166197,0.001690863,0.0001583737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002368888,"about_ca_system_score_gemma":0.003471076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007724189,"about_ca_topic_score_gemma":0.002598301,"domain_scores_codex":[0.9923119,0.004168116,0.0006263056,0.0005959131,0.00189641,0.0004013619],"domain_scores_gemma":[0.9879594,0.009382198,0.0007651475,0.0008593158,0.0009630013,0.00007091154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00007115532,0.0000356067,0.002509443,0.0002423991,0.0001667938,0.000242716,0.0002139281,0.8453597,0.001098733,0.1223063,0.0004517039,0.02730158],"study_design_scores_gemma":[0.000008268386,0.00004005606,0.0009881144,0.00006539164,0.00003113275,0.00004139448,0.0001141529,0.9238972,0.001260644,0.07081486,0.002711173,0.00002763269],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04478142,0.0006107834,0.9476457,0.0003799924,0.00002869727,0.0001100156,0.000304414,0.00006377073,0.006075146],"genre_scores_gemma":[0.7882686,0.001408736,0.2073812,0.0000837054,0.00003282133,0.0004226296,0.0003624054,0.00004917461,0.001990832],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01079109,"threshold_uncertainty_score":0.05706936,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}