{"meta":{"query_hash":"f3ff879613c3","filters":{"venue":"Macro Management & Public Policies"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/f3ff879613c3","api":"https://metacan.xera.ac/api/v1/cohort?venue=Macro+Management+%26+Public+Policies"},"results":[{"id":"W4223941264","doi":"10.30564/mmpp.v4i1.4530","title":"Role of Effective Leadership on Empowerment, Effective Communication, and Motivation in Customer Service","year":2022,"lang":"en","type":"article","venue":"Macro Management & Public Policies","topic":"Organizational Leadership and Management Strategies","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Canada West","funders":"","keywords":"Customer to customer; Business; Customer advocacy; Customer retention; Marketing; Service quality; Customer intelligence; Customer Service Assurance; Customer delight; Service (business); Process management","score_opus":0.022937939159876596,"score_gpt":0.23052786929536825,"score_spread":0.20758993013549165,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4223941264","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.32055888,0.012365574,0.005198639,0.054696124,0.0008951188,0.00021553812,0.000054199532,0.00006252283,0.60595345],"genre_scores_gemma":[0.98981047,0.0031047661,0.0011157743,0.0014872678,0.00015334546,0.0000438183,0.000009770091,0.000009541911,0.004265167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","domain_scores_codex":[0.9959628,0.0024587777,0.00006130315,0.00014227675,0.0004777644,0.0008971865],"domain_scores_gemma":[0.99320704,0.0028568876,0.0007076969,0.0001241254,0.0006517483,0.0024524056],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0027390344,0.00026733213,0.00020625033,0.00079028157,0.0025897648,0.004878271,0.00040551307,0.00092973607,0.004981494],"category_scores_gemma":[0.0043101367,0.00013262243,0.00025859277,0.00048657044,0.00533172,0.0015017842,0.0026754618,0.0018373557,0.00040638068],"study_design_candidate":"observational","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00025167895,0.0017867325,0.04169234,0.0009317759,0.00008884528,0.0022606933,0.050693236,0.0007688735,0.002842191,0.46495503,0.023782773,0.40994576],"study_design_scores_gemma":[0.00025819617,0.0019671211,0.2857455,0.0047808886,0.0001727081,0.0027511443,0.097278185,0.0028982763,0.003568412,0.26103824,0.33931598,0.00022525941],"about_ca_topic_score_codex":0.0024249903,"about_ca_topic_score_gemma":0.003585672,"teacher_disagreement_score":0.004981494,"about_ca_system_score_codex":0.0021770245,"about_ca_system_score_gemma":0.0061936122,"threshold_uncertainty_score":0.016664743},"labels":[],"label_agreement":null},{"id":"W4377042403","doi":"10.30564/mmpp.v5i2.5578","title":"An Effective Compromising Ranking Technique for Decision Making","year":2023,"lang":"en","type":"article","venue":"Macro Management & Public Policies","topic":"Multi-Criteria Decision Making","field":"Decision Sciences","cited_by":36,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University Canada West","funders":"","keywords":"VIKOR method; TOPSIS; Regret; Decision matrix; Ranking (information retrieval); Ideal solution; Computer science; Multiple-criteria decision analysis; Process (computing); Data mining; Matrix (chemical analysis); Operations research; Mathematical optimization; Artificial intelligence; Machine learning; Mathematics","score_opus":0.13019753214907331,"score_gpt":0.470276085463908,"score_spread":0.34007855331483466,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4377042403","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0019727463,0.00036533852,0.9911446,0.00015076497,0.00008088165,0.00010125994,0.000033885757,0.00020379772,0.0059466655],"genre_scores_gemma":[0.051631078,0.000561684,0.9438506,0.000114886025,0.00006221205,0.00022100491,0.00008221222,0.000072420684,0.0034038972],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.9918425,0.0034316601,0.00033285332,0.00071537966,0.0034423147,0.0002353408],"domain_scores_gemma":[0.99714226,0.001505292,0.00025051826,0.0002847344,0.00075844786,0.000058632708],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0050914395,0.0016384225,0.0017650081,0.003696395,0.0015482994,0.002282207,0.0015131285,0.0011643087,0.0073023215],"category_scores_gemma":[0.009576733,0.00041508581,0.0016777224,0.0036156317,0.0009306357,0.0026457252,0.0020393613,0.0017336295,0.0021892139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00010673186,0.00013092409,0.0007044619,0.0010120422,0.00020247968,0.00023634241,0.00068071514,0.06254331,0.012429031,0.19384563,0.0067448155,0.72136354],"study_design_scores_gemma":[0.00006742872,0.00069516443,0.0013756076,0.0004472305,0.00024282956,0.0011546972,0.000524176,0.7011573,0.015311649,0.1887121,0.09012387,0.00018788721],"about_ca_topic_score_codex":0.001015376,"about_ca_topic_score_gemma":0.0017693958,"teacher_disagreement_score":0.0073023215,"about_ca_system_score_codex":0.0008906679,"about_ca_system_score_gemma":0.0016268294,"threshold_uncertainty_score":0.026926458},"labels":[],"label_agreement":null}]}