{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"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":"166a8f2ba827","filters":{"venue":"INTERNATIONAL JOURNAL OF MANAGEMENT AND SOCIAL SCIENCES"}},"results":[{"id":"W1781638178","doi":"","title":"A NEURAL NETWORK AND CLUSTER ANALYTIC APPROACH IN TOURISM RESEARCH IN THE UNITED STATES","year":2014,"lang":"en","type":"article","venue":"INTERNATIONAL JOURNAL OF MANAGEMENT AND SOCIAL SCIENCES","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","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":"Tourism; Liberian dollar; Artificial neural network; Cluster (spacecraft); Variable (mathematics); Quarter (Canadian coin); Variable cost; Key (lock); Econometrics; Computer science; Operations research; Business; Economics; Regional science; Marketing; Geography; Microeconomics; Artificial intelligence; Mathematics; Finance","authors":[{"name":"Michael J. Dotson","is_ca":false},{"name":"Dinesh S. Davé","is_ca":false},{"name":"Julie Clark","is_ca":false},{"name":"Ajay Aggarwal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09804223319621205,"gpt":0.4122054151261309,"spread":0.3141631819299189,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007943305,0.0005137799,0.0006654902,0.006372921,0.001676988,0.002703964,0.0009136712,0.0008409166,0.001174577],"category_scores_gemma":[0.0141833,0.0003031375,0.0007455443,0.007919304,0.002078945,0.001795001,0.001918347,0.001294326,0.0001591797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004523647,"about_ca_system_score_gemma":0.004607835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02380053,"about_ca_topic_score_gemma":0.03093237,"domain_scores_codex":[0.9913226,0.006848928,0.0003132883,0.0004657352,0.0008776886,0.0001717073],"domain_scores_gemma":[0.9940338,0.004331111,0.0004245639,0.0002271597,0.000838406,0.0001450352],"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":[0.0003318482,0.0005934093,0.05839834,0.001260834,0.001053724,0.0006506304,0.008896812,0.1155295,0.001187947,0.4234702,0.0204651,0.3681618],"study_design_scores_gemma":[0.00007514288,0.0002479781,0.04591418,0.0009422894,0.0001813981,0.0003239268,0.01605772,0.5200045,0.0009488814,0.3831321,0.03200431,0.0001676766],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1475746,0.01041128,0.7768413,0.01298742,0.0006147614,0.001335989,0.001140193,0.0004409995,0.04865351],"genre_scores_gemma":[0.6144411,0.003493852,0.3773326,0.0006344021,0.0001645612,0.001279486,0.000401386,0.00004404961,0.0022086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02380053,"threshold_uncertainty_score":0.047324,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2948466362","doi":"","title":"CO-OPERATIVE MOVEMENT IN INDIA AND ABROAD – CHALLENGES AND OPPORTUNITIES","year":2019,"lang":"en","type":"article","venue":"INTERNATIONAL JOURNAL OF MANAGEMENT AND SOCIAL SCIENCES","topic":"Cooperative Studies and Economics","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":"China; Movement (music); Business; Economy; Political science; Economic growth; Economics","authors":[{"name":"S. Rameshkumar","is_ca":false},{"name":"T. Priyanga","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05428286073754419,"gpt":0.3022156638762653,"spread":0.2479328031387211,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003117162,0.0002683336,0.0003371943,0.00106398,0.005625032,0.01069744,0.002083534,0.002483743,0.01522017],"category_scores_gemma":[0.002559931,0.0001597796,0.000344705,0.002637369,0.004890297,0.00637213,0.007615449,0.003971272,0.001584649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003640782,"about_ca_system_score_gemma":0.01426786,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01518128,"about_ca_topic_score_gemma":0.02052997,"domain_scores_codex":[0.9974349,0.0005484835,0.00005077161,0.0001658051,0.0002800073,0.001519996],"domain_scores_gemma":[0.9911073,0.001466899,0.0006966055,0.0003610054,0.0008574033,0.005510844],"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":[0.0002930135,0.001747291,0.04317489,0.001085885,0.00005669322,0.004815173,0.05926196,0.0009426608,0.001065828,0.4624582,0.1135106,0.3115878],"study_design_scores_gemma":[0.00004837928,0.0002736061,0.04799975,0.001910003,0.00002436062,0.002063553,0.3981387,0.0007123285,0.0004831639,0.02701631,0.5212225,0.0001071736],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3990005,0.02482457,0.001362175,0.2736885,0.002644566,0.000102726,0.0002015532,0.0001039994,0.2980714],"genre_scores_gemma":[0.9437293,0.01303535,0.0008496905,0.01038813,0.0006284125,0.00006153766,0.0001768072,0.00003077492,0.0311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01522017,"threshold_uncertainty_score":0.05091655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2300619315","doi":"","title":"MOBILE VALUE ADDED SERVICES – THE POTENTIAL DRIVER FOR SOCIAL & ECONOMIC DEVELOPMENT","year":2013,"lang":"en","type":"article","venue":"INTERNATIONAL JOURNAL OF MANAGEMENT AND SOCIAL SCIENCES","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Heritage College","funders":"","keywords":"Business; Revenue; Mobile business development; Productivity; Rural area; Agriculture; Mobile service; Penetration rate; Population; Service (business); Economic growth; Mobile technology; Telecommunications; Marketing; Economics; Finance; Mobile computing; Mobile Web; Engineering; Geography","authors":[{"name":"Sudip Bose","is_ca":false},{"name":"Gagan Pareek","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01136222704186141,"gpt":0.2624140084588495,"spread":0.2510517814169881,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007208412,0.0002500113,0.0002041642,0.000733502,0.001106289,0.006418988,0.0004748486,0.001524971,0.01615043],"category_scores_gemma":[0.001259216,0.0001035153,0.0002176994,0.001492848,0.001207029,0.003451125,0.002655333,0.001614479,0.002735684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002066028,"about_ca_system_score_gemma":0.00369172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004998021,"about_ca_topic_score_gemma":0.006525172,"domain_scores_codex":[0.9994152,0.0001183465,0.00001006034,0.00002873132,0.0002028133,0.0002250224],"domain_scores_gemma":[0.9991424,0.0001604499,0.0001049447,0.00002789806,0.0002036055,0.0003606841],"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":[0.00006683514,0.0001978432,0.01925182,0.0007039682,0.00004147661,0.0009192646,0.002027275,0.000858111,0.003021603,0.5706974,0.1550224,0.2471919],"study_design_scores_gemma":[0.000007297075,0.000137346,0.0250455,0.0009070653,0.00001338077,0.0004023108,0.01066182,0.001331045,0.0009173914,0.06453644,0.8960022,0.00003815457],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1476319,0.01932136,0.003848314,0.3879673,0.002195515,0.0001512941,0.001839511,0.0002606144,0.4367841],"genre_scores_gemma":[0.8915107,0.03397055,0.002664448,0.01297536,0.001042921,0.00006052101,0.0005288721,0.00004773582,0.05719901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01615043,"threshold_uncertainty_score":0.05402851,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}