{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":12,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":12,"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":"e9d78118bcf2","filters":{"venue":"International Journal of Information Systems and Supply Chain Management"}},"results":[{"id":"W2083460239","doi":"10.4018/jisscm.2013010102","title":"Interorganizational Information Systems Adoption in Supply Chains","year":2013,"lang":"en","type":"article","venue":"International Journal of Information Systems and Supply Chain Management","topic":"Technology Adoption and User Behaviour","field":"Decision Sciences","cited_by":24,"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":"Supply chain; Business; Context (archaeology); Supply chain management; Knowledge management; Information technology; Information sharing; Information system; Industrial organization; Process management; Marketing; Computer science","authors":[{"name":"Mohammed N. Shaik","is_ca":true},{"name":"Walid Abdul‐Kader","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02041993561937508,"gpt":0.2846968389286534,"spread":0.2642769033092783,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002441947,0.0001883176,0.0003208806,0.002782678,0.00008025564,0.001512067,0.0008498128,0.0001462083,0.0001764141],"category_scores_gemma":[0.0002982058,0.0001491998,0.00008342147,0.0005560564,0.00005864362,0.007140121,0.0002014225,0.0002490953,0.0004039497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000250201,"about_ca_system_score_gemma":0.00004738114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001495601,"about_ca_topic_score_gemma":0.000006456658,"domain_scores_codex":[0.9951536,0.0001366736,0.002455683,0.0001286544,0.001917831,0.000207563],"domain_scores_gemma":[0.9959305,0.0001193232,0.001451038,0.0002230881,0.002161169,0.0001149064],"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":[0.0001819418,0.0002120062,0.3877721,0.0001245945,0.0003206103,0.0000421094,0.007094686,0.02613917,0.00005419174,0.402785,0.04875411,0.1265195],"study_design_scores_gemma":[0.003308901,0.000160539,0.7301987,0.0004196924,0.00002116928,0.0004893708,0.04101049,0.04246212,0.00001279064,0.001271777,0.1802644,0.0003800023],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7999411,0.0003139083,0.1750945,0.007536035,0.008289368,0.001783525,0.0001127534,0.0001043239,0.006824555],"genre_scores_gemma":[0.997915,0.0001934217,0.0007281959,0.0004482608,0.0001160556,0.00005016786,0.00006719499,0.000006389039,0.0004752836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4015132,"threshold_uncertainty_score":0.9995245,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2063948367","doi":"10.4018/jisscm.2008100102","title":"A Strategic Framework for Managing Failure in JIT Supply Chains","year":2008,"lang":"en","type":"article","venue":"International Journal of Information Systems and Supply Chain Management","topic":"Supply Chain Resilience and Risk Management","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":"University of Calgary","funders":"","keywords":"Supply chain; Business; Supply chain risk management; Upstream (networking); Supply chain management; Industrial organization; Process management; Operations management; Service management; Marketing; Computer science; Economics","authors":[{"name":"Jaydeep Balakrishnan","is_ca":true},{"name":"Frances Bowne","is_ca":true},{"name":"Astrid L.H. Eckstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0159017226632021,"gpt":0.2434670474454433,"spread":0.2275653247822412,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001000158,0.000236499,0.0003289359,0.001691798,0.0001594344,0.000600172,0.0005881967,0.00008475237,0.00004406565],"category_scores_gemma":[0.00004973088,0.0002021521,0.0001377526,0.0003620109,0.00005866015,0.002809511,0.0001817641,0.0001939425,0.00003515986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001260446,"about_ca_system_score_gemma":0.00002578202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001921299,"about_ca_topic_score_gemma":0.00003258402,"domain_scores_codex":[0.9975623,0.00001698164,0.001103801,0.000173918,0.0008230722,0.0003199578],"domain_scores_gemma":[0.9984258,0.00007603055,0.0008331765,0.0001668403,0.0004642805,0.00003381319],"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":[0.0002550772,0.0001110233,0.02330885,0.0006015403,0.000291153,0.0002176153,0.001191626,0.01216561,0.000005306288,0.9446727,0.007542073,0.009637418],"study_design_scores_gemma":[0.01098897,0.0002325472,0.05700386,0.003031878,0.0001818962,0.0004721043,0.08846,0.1401265,0.00001294642,0.06438875,0.6335967,0.001503819],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.561365,0.001380278,0.348947,0.0272181,0.01097279,0.005543198,0.00007773335,0.0002159803,0.04427987],"genre_scores_gemma":[0.9936094,0.0006885636,0.002835525,0.001491106,0.0009536067,0.0000842621,0.00004993317,0.00001644078,0.0002711485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.880284,"threshold_uncertainty_score":0.8243523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2593568840","doi":"10.4018/ijisscm.2017040102","title":"Path Analysis Model for Supply Chain Risk Management","year":2017,"lang":"en","type":"article","venue":"International Journal of Information Systems and Supply Chain Management","topic":"Supply Chain Resilience and Risk Management","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":"Carleton University","funders":"","keywords":"Supply chain risk management; Supply chain; Operationalization; Automotive industry; Business; Risk analysis (engineering); Risk management; Supply chain management; Industrial organization; Marketing; Operations management; Service management; Economics; Finance; Engineering","authors":[{"name":"Satyendra Kumar Sharma","is_ca":false},{"name":"Anil Bhat","is_ca":false},{"name":"Vinod Kumar","is_ca":true},{"name":"Aayushi Agarwal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01112588984268079,"gpt":0.2479624143961674,"spread":0.2368365245534866,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002198818,0.0003301693,0.0004951276,0.002050533,0.0006454915,0.002826476,0.001429923,0.00008351336,0.00003414105],"category_scores_gemma":[0.00007950245,0.0002735603,0.0003963163,0.0002476022,0.00008790862,0.004342376,0.0005742805,0.0001594003,0.0000407576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001331034,"about_ca_system_score_gemma":0.00001625338,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000275061,"about_ca_topic_score_gemma":0.00003324233,"domain_scores_codex":[0.9967679,0.00002116504,0.001339221,0.0002669145,0.001221876,0.000382968],"domain_scores_gemma":[0.9959261,0.00004592481,0.002634878,0.0005320608,0.0008040442,0.00005693673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006261413,0.0002713483,0.09130328,0.001396168,0.007807545,0.0001377453,0.001243533,0.1987031,0.000002919006,0.4571676,0.03488171,0.206459],"study_design_scores_gemma":[0.002924516,0.00003397206,0.03878767,0.0002554974,0.001072523,0.000007639881,0.004509158,0.7575697,0.000001489153,0.002744095,0.1916891,0.0004046728],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.04726107,0.0007499243,0.8858083,0.005168153,0.005730053,0.003371849,0.0002464729,0.000119407,0.0515448],"genre_scores_gemma":[0.9913411,0.001731749,0.003198622,0.0009576177,0.0008356962,0.0001398132,0.0001224705,0.0000215858,0.001651405],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.94408,"threshold_uncertainty_score":0.9999717,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2519976833","doi":"10.4018/ijisscm.2016100102","title":"Integrated Production, Inventory, and Location-Allocation Decisions in Designing Supply Chain Networks","year":2016,"lang":"en","type":"article","venue":"International Journal of Information Systems and Supply Chain Management","topic":"Supply Chain and Inventory Management","field":"Business, Management and Accounting","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Mary's University","funders":"","keywords":"Tabu search; Supply chain; Operations research; Distribution center; Computer science; Production (economics); Service level; Distribution (mathematics); Business; Operations management; Mathematical optimization; Economics; Microeconomics; Marketing; Mathematics; Algorithm","authors":[{"name":"Sepideh Alavi","is_ca":false},{"name":"Nader Azad","is_ca":true},{"name":"Mojtaba Heydar","is_ca":false},{"name":"Hamid Davoudpour","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01449626647462847,"gpt":0.2225522072727652,"spread":0.2080559407981368,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002071068,0.0002327063,0.0002692993,0.001728965,0.0001196539,0.0006204617,0.0003796263,0.00007595125,0.0000397207],"category_scores_gemma":[0.0003245308,0.0001727834,0.00005257788,0.0005655034,0.00007695589,0.004005963,0.0002010672,0.0001353437,0.00002741097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002470639,"about_ca_system_score_gemma":0.00003243801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002073538,"about_ca_topic_score_gemma":0.00004905411,"domain_scores_codex":[0.9975383,0.00005306479,0.001246559,0.000205948,0.0007095429,0.0002465908],"domain_scores_gemma":[0.9977366,0.00007448642,0.0008602854,0.0001749753,0.001108744,0.00004488057],"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":[0.0007126445,0.0003454913,0.1679321,0.0005639815,0.0008372791,0.00009182904,0.002003071,0.03341062,0.0002265638,0.3134156,0.05720485,0.423256],"study_design_scores_gemma":[0.008278157,0.0001436668,0.1090448,0.006245315,0.0001645113,0.000164514,0.02129224,0.1352171,0.00005452122,0.003851683,0.7143933,0.001150211],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2838234,0.002123458,0.6571411,0.02755358,0.01430482,0.003754203,0.00001841946,0.000215187,0.01106586],"genre_scores_gemma":[0.9963377,0.001048217,0.0004740037,0.0008478782,0.0007400508,0.00006328955,0.00004322997,0.00001633563,0.0004293128],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7125143,"threshold_uncertainty_score":0.7045903,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1986139238","doi":"10.4018/jisscm.2011010101","title":"Relational Attributes in Supply Chain Relationships","year":2011,"lang":"en","type":"article","venue":"International Journal of Information Systems and Supply Chain Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Supply chain; Business; Database transaction; Underpinning; Supply chain management; Affect (linguistics); Face (sociological concept); Knowledge management; Process management; Transaction cost; Marketing; Psychology; Computer science; Sociology","authors":[{"name":"Sweety Law","is_ca":false},{"name":"Jacques Verville","is_ca":true},{"name":"Nazım Taşkın","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04800164202901964,"gpt":0.2353186250507107,"spread":0.1873169830216911,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002931276,0.0002081226,0.0002816946,0.001757983,0.0001331942,0.0004416533,0.0004660309,0.00008893102,0.0002109074],"category_scores_gemma":[0.0001367875,0.0001909202,0.0001066074,0.0003796704,0.00005520395,0.004793644,0.000236997,0.0002820351,0.0001457393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001420065,"about_ca_system_score_gemma":0.0000216052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003735126,"about_ca_topic_score_gemma":0.00004636183,"domain_scores_codex":[0.9971281,0.00006351139,0.001483204,0.000145824,0.0009356197,0.0002436945],"domain_scores_gemma":[0.9982354,0.00008128945,0.0009371722,0.0001584719,0.0005528082,0.00003485132],"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":[0.0002020686,0.0001276769,0.1281154,0.000237333,0.0002399255,0.00007676363,0.001566515,0.002336981,0.000002159452,0.8529279,0.008080183,0.006087087],"study_design_scores_gemma":[0.003332054,0.00004782094,0.5225802,0.0006032562,0.00007261246,0.00006837716,0.01224188,0.01478226,0.000004397828,0.01099834,0.4348049,0.0004638505],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4065362,0.001616539,0.1920257,0.02342009,0.01420206,0.004319665,0.0001547688,0.0003043282,0.3574207],"genre_scores_gemma":[0.9965254,0.0001479267,0.001275277,0.0009590931,0.0005005554,0.0000352175,0.0001123787,0.00001212031,0.0004319958],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8419296,"threshold_uncertainty_score":0.7785498,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2011213513","doi":"10.4018/jisscm.2012100105","title":"Harnessing Supply Chain Efficiency Through Information Linkages","year":2012,"lang":"en","type":"article","venue":"International Journal of Information Systems and Supply Chain Management","topic":"Quality and Supply Management","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Athabasca University","funders":"","keywords":"Supply chain; Business; Fast-moving consumer goods; Information sharing; Industrial organization; Supply chain management; Competition (biology); Multinational corporation; Sustainability; Commerce; Downstream (manufacturing); Marketing; Finance","authors":[{"name":"Arpita Khare","is_ca":true},{"name":"Anshuman Khare","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0148937202474662,"gpt":0.2479850719183812,"spread":0.2330913516709149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.002508194,0.0002665271,0.0003239378,0.00111631,0.0002284788,0.001729258,0.0005653996,0.00008959591,0.0001165783],"category_scores_gemma":[0.00009903858,0.0002282618,0.0001402295,0.0003411484,0.00006280158,0.01942962,0.0003348599,0.0002098134,0.0002568374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001419801,"about_ca_system_score_gemma":0.00001906316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002161291,"about_ca_topic_score_gemma":0.000002195277,"domain_scores_codex":[0.9966263,0.00004286613,0.001538932,0.0001014279,0.001297747,0.0003927678],"domain_scores_gemma":[0.9976276,0.0000546588,0.001387638,0.0001863947,0.000695392,0.00004827216],"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":[0.0002013622,0.0002969521,0.02625283,0.001778026,0.0007284768,0.00002756074,0.007808843,0.007572202,0.00001616069,0.8286572,0.04163856,0.08502184],"study_design_scores_gemma":[0.001763501,0.00002849777,0.01907115,0.0004158323,0.00008049385,0.00005489861,0.01363355,0.008258819,0.00001152485,0.0007434427,0.9555853,0.0003529587],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1721282,0.002314993,0.594018,0.01863052,0.02442838,0.003014263,0.0000927661,0.0003426361,0.1850302],"genre_scores_gemma":[0.9932253,0.0002770325,0.0009299748,0.003556165,0.001585589,0.00003048378,0.0001386544,0.00001223262,0.0002445055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9139467,"threshold_uncertainty_score":0.999307,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989868569","doi":"10.4018/jisscm.2010040102","title":"Moderated Multiple Regression of Absorptive Capacity Attributes and Deployment Outcomes","year":2010,"lang":"en","type":"article","venue":"International Journal of Information Systems and Supply Chain Management","topic":"Outsourcing and Supply Chain Management","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"","keywords":"Software deployment; Supply chain; Business; Absorptive capacity; Process (computing); Modularity (biology); Business process; Identification (biology); Process management; Supply chain management; Survey data collection; Knowledge management; Industrial organization; Marketing; Computer science; Work in process","authors":[{"name":"Rebecca Angeles","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0124396737627753,"gpt":0.2224545782542219,"spread":0.2100149044914466,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001063211,0.0001939837,0.0003244535,0.0007608369,0.00009768079,0.0004420786,0.0002766625,0.00006290824,0.00002314449],"category_scores_gemma":[0.0001154923,0.0001401128,0.00008480453,0.0001266032,0.00006355127,0.001749955,0.0002325674,0.0001794102,0.00000816591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003525476,"about_ca_system_score_gemma":0.000008575078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003161347,"about_ca_topic_score_gemma":0.00002407093,"domain_scores_codex":[0.9981108,0.00001805041,0.0008955735,0.0001137388,0.000704343,0.0001575225],"domain_scores_gemma":[0.9980726,0.00007147819,0.0009903894,0.0001329793,0.0007010185,0.00003152742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000557233,0.00037546,0.7444764,0.001619621,0.001933438,0.0000546595,0.003033637,0.01106589,0.001285718,0.1794321,0.01276856,0.04339729],"study_design_scores_gemma":[0.01084807,0.0001446922,0.4172155,0.001466838,0.0003286,0.0001212708,0.01657343,0.229158,0.0004397659,0.002735373,0.3199399,0.001028561],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673377,0.00009014771,0.02225758,0.003533787,0.002680386,0.0006151387,0.00003141614,0.00004532453,0.003408477],"genre_scores_gemma":[0.9981778,0.00007197285,0.0008945105,0.0004242176,0.0002437552,0.00001284258,0.0000270678,0.000009523366,0.0001382601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3272609,"threshold_uncertainty_score":0.5713635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2043421272","doi":"10.4018/jisscm.2008100103","title":"The Strategic Implications of E-Network Integration and Transformation Paths for Synchronizing Supply Chains","year":2008,"lang":"en","type":"article","venue":"International Journal of Information Systems and Supply Chain Management","topic":"Collaboration in agile enterprises","field":"Business, Management and Accounting","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"Synchronizing; Supply chain; Database transaction; Business; Supply chain management; Transaction cost; Industrial organization; Service management; Process management; Computer science; Marketing; Telecommunications; Finance","authors":[{"name":"Minjoon Jun","is_ca":false},{"name":"Shaohan Cai","is_ca":true},{"name":"Daesoo Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01515669790111823,"gpt":0.2341601685802674,"spread":0.2190034706791491,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008755622,0.0001251898,0.0001729302,0.0003615639,0.000317903,0.0004728582,0.0002397295,0.00004052118,0.00000575137],"category_scores_gemma":[0.00004118638,0.00009354424,0.00006534286,0.0002111023,0.00006713372,0.002305899,0.00005191214,0.00007562945,0.00000237361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006725993,"about_ca_system_score_gemma":0.00003198077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004460089,"about_ca_topic_score_gemma":0.00002552861,"domain_scores_codex":[0.9983674,0.00001704785,0.001007557,0.00007313328,0.0004011258,0.0001337707],"domain_scores_gemma":[0.9976031,0.0001127802,0.001017709,0.00009824915,0.001150493,0.00001762402],"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":[0.0002030525,0.00003738733,0.004282894,0.0002953918,0.0002479849,0.000002142782,0.00133171,0.008697504,0.0000555085,0.949854,0.00507114,0.02992134],"study_design_scores_gemma":[0.00949927,0.0003474365,0.09109829,0.002064202,0.0003452296,0.0004313345,0.06529626,0.3244719,0.0001079204,0.02182893,0.4834961,0.001013092],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2664692,0.001479559,0.6975593,0.01100495,0.004339003,0.002933131,0.0001166791,0.0000720188,0.01602615],"genre_scores_gemma":[0.9975732,0.0009622705,0.0004888389,0.0002531665,0.0005146696,0.0000722754,0.00007031018,0.000007319391,0.00005795209],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.928025,"threshold_uncertainty_score":0.4559782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W250935526","doi":"10.4018/ijisscm.2015010101","title":"Relationship between Information Richness and Exchange Outcomes","year":2015,"lang":"en","type":"article","venue":"International Journal of Information Systems and Supply Chain Management","topic":"Digital Marketing and Social Media","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Carleton University","funders":"","keywords":"The Internet; Information exchange; Business; Corporate governance; Plural; Knowledge management; Computer science; Finance; Telecommunications","authors":[{"name":"Shaohan Cai","is_ca":true},{"name":"Minjoon Jun","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03214642855089277,"gpt":0.3009397563201217,"spread":0.2687933277692289,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002627055,0.00007536027,0.0001462033,0.0003884411,0.0001217563,0.0006233103,0.0001780155,0.00005749001,0.00000346248],"category_scores_gemma":[0.0007282316,0.00006507568,0.00003345865,0.000113271,0.00006447556,0.003364417,0.00006216388,0.00008398369,0.00001288411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000132144,"about_ca_system_score_gemma":0.00005053921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002043639,"about_ca_topic_score_gemma":0.000007522926,"domain_scores_codex":[0.9983021,0.0001106099,0.0005763613,0.00003585813,0.0008640857,0.0001109859],"domain_scores_gemma":[0.9985312,0.0002193741,0.0004765207,0.00004356521,0.0005739281,0.0001553815],"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":[0.00003455414,0.00001134717,0.7587059,0.00007934788,0.0001018093,0.000003946735,0.03971107,0.00004374213,2.108554e-8,0.1439476,0.004629986,0.05273063],"study_design_scores_gemma":[0.001095252,0.00004305257,0.4218007,0.0001157632,0.00002419952,0.000007813934,0.07177472,0.00006398518,1.458552e-7,0.001993097,0.5029527,0.0001286131],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7014874,0.0004703942,0.01676482,0.01496466,0.006937185,0.001004352,0.00008558956,0.00009507101,0.2581905],"genre_scores_gemma":[0.9987171,0.00009311268,0.000239307,0.0001982431,0.0002492586,0.000007990119,0.00002074551,0.000002341365,0.000471938],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4983227,"threshold_uncertainty_score":0.6010596,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4318716672","doi":"10.4018/ijisscm.316167","title":"A Framework for Smart Supply Chain Risk Assessment","year":2023,"lang":"en","type":"article","venue":"International Journal of Information Systems and Supply Chain Management","topic":"Supply Chain Resilience and Risk 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":"Toronto Metropolitan University","funders":"","keywords":"Supply chain; Supply chain risk management; Economic shortage; Risk analysis (engineering); Construct (python library); Business; Exploratory factor analysis; Computer science; Supply chain management; Process management; Service management; Marketing; Service (business)","authors":[{"name":"Khalid Khan","is_ca":true},{"name":"Abbas Keramati","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01270166741260491,"gpt":0.2735387127001122,"spread":0.2608370452875072,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002621789,0.0002642725,0.0003508118,0.001813688,0.0002600731,0.001358325,0.0006858235,0.00009380547,0.00006390332],"category_scores_gemma":[0.0001719969,0.000217924,0.0002084451,0.0005361543,0.00005172888,0.002827815,0.0003363097,0.0002203843,0.0001416286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000135407,"about_ca_system_score_gemma":0.00002914234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001993204,"about_ca_topic_score_gemma":0.00000869977,"domain_scores_codex":[0.9969969,0.00003112879,0.001216689,0.0001975639,0.001183155,0.0003746125],"domain_scores_gemma":[0.9974259,0.0001824029,0.001336319,0.0002225414,0.0007866524,0.00004619555],"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":[0.0002738254,0.0001206324,0.05314907,0.0008659151,0.001037092,0.0000877069,0.0008546848,0.01444684,0.000007298956,0.7552586,0.08752266,0.08637573],"study_design_scores_gemma":[0.002606574,0.00008637564,0.06241044,0.0006237899,0.0001521391,0.00002382864,0.01477517,0.08326313,0.000004045167,0.01814506,0.8174772,0.0004322913],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1482881,0.0005757494,0.7667076,0.02631671,0.02306844,0.005698362,0.0002767001,0.0005125132,0.02855588],"genre_scores_gemma":[0.9886774,0.00136277,0.004819451,0.002009592,0.001951958,0.000220462,0.0002028071,0.00002976793,0.0007257718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8403894,"threshold_uncertainty_score":0.9996784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2123918688","doi":"10.4018/jisscm.2012100103","title":"Exploring the e-Supply Chain of Information Products","year":2012,"lang":"en","type":"article","venue":"International Journal of Information Systems and Supply Chain Management","topic":"ERP Systems Implementation and Impact","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":false},"ca_institutions":"Concordia University","funders":"","keywords":"Supply chain; Business; Product (mathematics); Process management; Supply chain management; Production (economics); Process (computing); Set (abstract data type); Knowledge management; Supply chain risk management; Service management; Industrial organization; Computer science; Marketing; Economics; Microeconomics","authors":[{"name":"Raafat George Saadé","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03898558970821913,"gpt":0.2583941982082577,"spread":0.2194086085000386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002303933,0.0001617362,0.0002206673,0.0009201663,0.0001134929,0.0005940437,0.0003884181,0.00002722856,0.00004336522],"category_scores_gemma":[0.0001305494,0.0001124729,0.00008089608,0.0003101409,0.00003464371,0.01516861,0.0001516677,0.0001142775,0.00006864708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008568945,"about_ca_system_score_gemma":0.00001954106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002152482,"about_ca_topic_score_gemma":0.000002321161,"domain_scores_codex":[0.9973468,0.00003253499,0.00137194,0.000052908,0.0009721886,0.0002235868],"domain_scores_gemma":[0.9972495,0.00004350297,0.001646272,0.0001499817,0.0008792521,0.00003144667],"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":[0.000393598,0.0001890242,0.06145595,0.00227433,0.001243116,0.00000640174,0.0168187,0.00289895,0.0001478899,0.6542227,0.05419617,0.2061532],"study_design_scores_gemma":[0.001603096,0.00003434309,0.1170515,0.0004056804,0.00006426284,0.00007343841,0.02835972,0.00194154,0.00008194646,0.00009149735,0.8500749,0.0002180469],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8619875,0.0009133887,0.03917419,0.01679256,0.02449182,0.003506076,0.0001001209,0.0001286726,0.05290567],"genre_scores_gemma":[0.9971822,0.0001802802,0.0002306712,0.0009922708,0.001219355,0.000039444,0.00005651284,0.000007786941,0.00009147114],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7958788,"threshold_uncertainty_score":0.9986057,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4380079468","doi":"10.4018/ijisscm.324163","title":"Strategic Analyses of Applying an Option-Based Hedging Mechanism in Parallel Airline Alliances","year":2023,"lang":"en","type":"article","venue":"International Journal of Information Systems and Supply Chain Management","topic":"Aviation Industry Analysis and Trends","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"MacEwan University","funders":"MacEwan University; Aston University; Loughborough University; City University of Hong Kong","keywords":"Alliance; Extant taxon; Business; Revenue management; Mechanism (biology); Revenue; Matching (statistics); Industrial organization; Best practice; Supply chain; Computer science; Operations research; Risk analysis (engineering); Marketing; Economics; Finance; Management; Engineering","authors":[{"name":"Wang Xiao-jia","is_ca":true},{"name":"Richard Y.K. Fung","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07482886075063737,"gpt":0.3025811811455151,"spread":0.2277523203948777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001157392,0.00008894801,0.0002712174,0.001334155,0.00003712439,0.0001468988,0.000209512,0.00004543698,0.00004466345],"category_scores_gemma":[0.00001343639,0.00008665533,0.00008010447,0.0003557239,0.0000151995,0.0008569168,0.00002655579,0.00008273406,0.00001565328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006288572,"about_ca_system_score_gemma":0.00001315429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001361417,"about_ca_topic_score_gemma":0.000006895083,"domain_scores_codex":[0.9983112,0.00002257739,0.001302115,0.00008604598,0.0001765323,0.0001015275],"domain_scores_gemma":[0.998558,0.00002885248,0.001135279,0.00008492258,0.0001492967,0.00004368967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002838103,0.00004730432,0.01808675,0.000082194,0.0002680797,0.00001390573,0.000416626,0.4793656,0.00001031776,0.4995512,0.00005970309,0.00206991],"study_design_scores_gemma":[0.002037899,0.0001022983,0.0285711,0.0002642585,0.0000238153,0.000009396086,0.009668895,0.9404554,0.00003787301,0.01427262,0.004337852,0.0002186425],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5867804,0.0008206696,0.3988861,0.002076472,0.00173349,0.0005697077,0.0002147101,0.00004561868,0.008872841],"genre_scores_gemma":[0.998512,0.0002804423,0.0008716572,0.00006378652,0.00006942879,0.00001984575,0.00008285983,0.000003947198,0.00009605885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4852785,"threshold_uncertainty_score":0.3533702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}