{"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":"97b6db966c00","filters":{"venue":"Journal of Operations and Supply Chain Management"}},"results":[{"id":"W2886010936","doi":"10.12660/joscmv11n1p1-13","title":"Vein to vein: exploring blood supply chains in Canada","year":2018,"lang":"en","type":"article","venue":"Journal of Operations and Supply Chain Management","topic":"Blood donation and transfusion practices","field":"Business, Management and Accounting","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Dalhousie University","funders":"","keywords":"Factoring; Business; Receipt; Blood management; Supply chain; Blood supply; Nova scotia; Inventory management; Operations management; Blood transfusion; Industrial organization; Marketing; Medicine; Finance; Economics; Surgery; Accounting","authors":[{"name":"Jung-Joo Maeng","is_ca":true},{"name":"Kayla Sabharwal","is_ca":true},{"name":"M. Ali Ülkü","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0217567876210636,"gpt":0.2246958091248294,"spread":0.2029390215037659,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006206754,0.0004309154,0.0002913295,0.002114991,0.003999535,0.004673593,0.001145,0.0009626077,0.007314994],"category_scores_gemma":[0.00307146,0.0003262115,0.0006446731,0.007259093,0.001518186,0.001367054,0.001626328,0.0008267951,0.0003890206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07050966,"about_ca_system_score_gemma":0.05214942,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9921622,"about_ca_topic_score_gemma":0.9916086,"domain_scores_codex":[0.9993249,0.0001457702,0.00001884841,0.00008437594,0.0001492327,0.0002768291],"domain_scores_gemma":[0.9984864,0.0005332326,0.0001279173,0.00003879995,0.0005658692,0.0002476933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005356871,0.0003808878,0.1415868,0.0006147776,0.0002038641,0.005097462,0.01173319,0.4543984,0.001573166,0.2862522,0.02177407,0.0758496],"study_design_scores_gemma":[0.0001303012,0.0001972522,0.06859258,0.0006295834,0.0001898959,0.0004625171,0.05555537,0.6882616,0.001038643,0.04770022,0.1370393,0.000202715],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8339248,0.003255858,0.01545142,0.006835348,0.00008118164,0.000435275,0.00639052,0.0001471491,0.1334785],"genre_scores_gemma":[0.9764127,0.00219531,0.006363989,0.0001912155,0.00001019915,0.00004249121,0.001260394,0.00002777679,0.01349596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07050966,"threshold_uncertainty_score":0.5115858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1957606688","doi":"10.12660/joscmv1n1p21-28","title":"Technological Capacity and Environmental Performance: A Research Note Using Country Level Data","year":2012,"lang":"en","type":"article","venue":"Journal of Operations and Supply Chain Management","topic":"Environmental Sustainability in Business","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":"Western University","funders":"","keywords":"Macro; Industrial organization; Business; Value (mathematics); Macro level; Environmental economics; Economics; Computer science; Economic system","authors":[{"name":"Stephan Vachon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09172230306795191,"gpt":0.2992228812467319,"spread":0.2075005781787799,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003679032,0.0005416666,0.000947031,0.004911736,0.0007616052,0.002379707,0.0007868148,0.0006232365,0.004332543],"category_scores_gemma":[0.01017695,0.0003566239,0.001788419,0.01704189,0.001051604,0.002366808,0.00223618,0.001660794,0.0012869],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007618977,"about_ca_system_score_gemma":0.001068232,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04363746,"about_ca_topic_score_gemma":0.03742362,"domain_scores_codex":[0.9952946,0.002522284,0.0002850165,0.0006596392,0.0006608309,0.0005775144],"domain_scores_gemma":[0.9604167,0.02687388,0.006607951,0.002719478,0.002567987,0.0008139698],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001455743,0.000219346,0.9743156,0.0001355464,0.00108697,0.0005035256,0.0003520133,0.006512276,0.0002721111,0.001251376,0.00221456,0.012991],"study_design_scores_gemma":[0.00002751721,0.0005635855,0.978062,0.0001150341,0.001141221,0.0003853923,0.002734085,0.0079701,0.001428453,0.0006666639,0.006814848,0.00009114452],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773713,0.001063681,0.002247542,0.0003845759,0.00003863681,0.00004924782,0.009609456,0.00006928868,0.00916608],"genre_scores_gemma":[0.9894866,0.0006645102,0.001385271,0.0000586159,0.00003379228,0.00005685601,0.007375938,0.00002549985,0.0009129666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04363746,"threshold_uncertainty_score":0.0867669,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970015857","doi":"10.12660/joscmv6n1p106-121","title":"Does the Institutional Context Shape International Operations Strategy? Country-Level Analysis","year":2013,"lang":"en","type":"article","venue":"Journal of Operations and Supply Chain Management","topic":"Innovation and Knowledge Management","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Scarcity; Context (archaeology); Business; Industrial organization; Strategic management; Institutional theory; Process (computing); Marketing; Knowledge management; Economics; Management; Computer science; Microeconomics","authors":[{"name":"Vitor Fabian Brock","is_ca":false},{"name":"Iuri Gavronski","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0181683303311081,"gpt":0.2389113156610933,"spread":0.2207429853299852,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001531619,0.0001671566,0.0004174701,0.002441848,0.000576836,0.003358752,0.0003607491,0.0002758695,0.005140555],"category_scores_gemma":[0.005815513,0.0001259509,0.0004764782,0.006892323,0.00108613,0.001769539,0.001679863,0.0005609433,0.0003180284],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001661741,"about_ca_system_score_gemma":0.001474943,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04036591,"about_ca_topic_score_gemma":0.05258384,"domain_scores_codex":[0.9986124,0.0004298238,0.0001069072,0.0001535259,0.000236357,0.0004610372],"domain_scores_gemma":[0.9924554,0.002498367,0.002884598,0.0005125112,0.001035554,0.0006135806],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005736783,0.00006345088,0.9670679,0.00009441135,0.0002517081,0.0002187256,0.001819048,0.001632626,0.0003077893,0.01046734,0.0009340522,0.01708554],"study_design_scores_gemma":[0.000003483167,0.00003706852,0.9859992,0.00009612313,0.0001027404,0.00005357921,0.007464889,0.0007355499,0.0002458327,0.0009615243,0.004285524,0.00001455563],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9698806,0.0008939496,0.0008135794,0.0005149771,0.00001131183,0.00002304184,0.0008652392,0.00001134726,0.02698602],"genre_scores_gemma":[0.9988742,0.0002923826,0.0001529819,0.00003506565,0.000003304696,0.000007039081,0.0003054969,0.000005682347,0.0003237723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04036591,"threshold_uncertainty_score":0.08026189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2718100211","doi":"10.12660/joscmv10n2p100-119","title":"Streamlining air import operations by trade facilitation measures","year":2017,"lang":"en","type":"article","venue":"Journal of Operations and Supply Chain Management","topic":"Global trade and economics","field":"Economics, Econometrics and Finance","cited_by":0,"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":"Fundação de Amparo à Pesquisa do Estado de São Paulo","keywords":"Trade facilitation; Facilitation; Supply chain; Predictability; Business; International trade; Operations management; Trade barrier; Economics; Marketing","authors":[{"name":"Yuri da Cunha Ferreira","is_ca":false},{"name":"Cristiano Morini","is_ca":false},{"name":"Luis Antonio de Santa-Eulália","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04690296313884146,"gpt":0.2412748036094002,"spread":0.1943718404705588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003315407,0.0006255565,0.0003570704,0.0004856731,0.0003997399,0.001130373,0.0005638782,0.0004244517,0.002613479],"category_scores_gemma":[0.006091375,0.0001471792,0.0004660888,0.0004673026,0.0008914304,0.001069049,0.0009271239,0.0006359214,0.0001671858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074043,"about_ca_system_score_gemma":0.001799355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002108237,"about_ca_topic_score_gemma":0.002855433,"domain_scores_codex":[0.9982069,0.0009087392,0.0001014268,0.0002505034,0.0002644441,0.0002681033],"domain_scores_gemma":[0.9937139,0.003384293,0.001950062,0.0003899525,0.0002842037,0.0002775613],"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":[0.005513616,0.008997676,0.1421745,0.002215858,0.0006839185,0.0007296936,0.001610282,0.457261,0.06694254,0.02294922,0.001510703,0.289411],"study_design_scores_gemma":[0.00186265,0.06440192,0.3696013,0.0008581497,0.0009436114,0.0002824536,0.007192901,0.430797,0.04990349,0.0459419,0.02793244,0.0002822807],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798939,0.0002207732,0.01439771,0.0001997314,0.00004273496,0.0004526601,0.00008584492,0.00007202593,0.004634585],"genre_scores_gemma":[0.9944623,0.0001269743,0.004893717,0.0000376737,0.00001047123,0.0001540988,0.00002741986,0.000003967482,0.0002834705],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003315407,"threshold_uncertainty_score":0.01753372,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}