{"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":"a141ba8ceab8","filters":{"venue":"Journal of Commerce and Management Thought"}},"results":[{"id":"W2737587994","doi":"10.5958/0976-478x.2017.00007.6","title":"Solar photovoltaic market dynamics in India","year":2017,"lang":"en","type":"article","venue":"Journal of Commerce and Management Thought","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Research & Development Corporation","funders":"","keywords":"Photovoltaic system; Dynamics (music); Engineering physics; Mathematics; Engineering; Veterinary medicine; Physics; Electrical engineering; Medicine; Acoustics","authors":[{"name":"Shikha Jain","is_ca":true},{"name":"Anthony Rose","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008327519580857867,"gpt":0.2312873097454433,"spread":0.2229597901645854,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005542517,0.0001068834,0.0001580782,0.00006192549,0.0001741807,0.00007844671,0.0003738198,0.00004404286,0.0004019118],"category_scores_gemma":[0.00001570647,0.00008954119,0.00004530188,0.00004453083,0.0001146623,0.000549686,0.0003570916,0.0001614091,0.00002138956],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001346877,"about_ca_system_score_gemma":0.000001779969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000510501,"about_ca_topic_score_gemma":0.0001613669,"domain_scores_codex":[0.9992102,0.00004161639,0.0002288272,0.0001038977,0.0002196732,0.0001958327],"domain_scores_gemma":[0.9993446,0.00002071096,0.000262419,0.0002762849,0.000001829037,0.00009409009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000209722,0.0003886056,0.8476767,0.00006362498,0.000116052,0.0006295991,0.0002387013,0.001037455,0.000443975,0.002701148,0.04599948,0.1004949],"study_design_scores_gemma":[0.0006254493,0.0000576071,0.9228318,0.00004810491,0.00002696325,0.0000211501,0.0001420756,0.0004851833,0.00006538795,0.0006564421,0.0749346,0.0001052063],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7479029,0.00009252207,0.0004214532,0.0009943541,0.0001729479,0.00009875349,9.682509e-7,0.000004321897,0.2503118],"genre_scores_gemma":[0.9888685,0.003380152,0.001249706,0.0006258054,0.00003288204,0.000001685684,7.744353e-7,0.000009332414,0.005831143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2444806,"threshold_uncertainty_score":0.4400653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2088770726","doi":"10.5958/0976-478x.2015.00018.x","title":"Conception to Harmonization: Barriers in International Competitiveness Research","year":2015,"lang":"en","type":"article","venue":"Journal of Commerce and Management Thought","topic":"Global Trade and Competitiveness","field":"Business, Management and Accounting","cited_by":0,"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":"Harmonization; Ranking (information retrieval); Competition (biology); Jurisdiction; International trade; Competitive advantage; Regional science; Business; Economy; Economics; Political science; Geography; Marketing; Computer science; Law; Artificial intelligence","authors":[{"name":"Carolan McLarney","is_ca":true},{"name":"Edward K. Chung","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07109267158285182,"gpt":0.3265391600049637,"spread":0.2554464884221119,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001347452,0.00009709391,0.0001692601,0.0005935919,0.00007520343,0.000238453,0.0003323363,0.00003042343,0.00008464931],"category_scores_gemma":[0.00007657612,0.00009002739,0.00003443547,0.0006766912,0.00005151833,0.0008739691,0.0002619297,0.0001559671,0.00004697822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007584901,"about_ca_system_score_gemma":0.00001974503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004637941,"about_ca_topic_score_gemma":0.00004173859,"domain_scores_codex":[0.9988126,0.00005165432,0.0002995263,0.0001344232,0.0005138098,0.0001879543],"domain_scores_gemma":[0.9991779,0.0000306542,0.0001235485,0.00009507868,0.0005193599,0.00005342465],"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":[0.0006214281,0.0002241658,0.3394284,0.0001715883,0.0001153531,0.0003077086,0.0005341893,0.001237848,0.0001156427,0.6250054,0.0142229,0.01801536],"study_design_scores_gemma":[0.001357634,0.00003390933,0.1379405,0.0002439442,0.00001969945,0.000008240553,0.005962375,0.0002301752,0.00002060508,0.002604446,0.8514559,0.0001225532],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7051361,0.0005919903,0.01467106,0.04017136,0.002930975,0.0007653937,0.000002814372,0.0000473589,0.2356829],"genre_scores_gemma":[0.9952104,0.000194872,0.00045193,0.002690271,0.0008168505,0.000008173053,0.000005204813,0.00001055593,0.0006117113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8372331,"threshold_uncertainty_score":0.367121,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2738127398","doi":"10.5958/0976-478x.2017.00013.1","title":"What effects will the strategy changes undertaken by next Plc have on themselves and their competition in the UK Clothing Retail Market?","year":2017,"lang":"en","type":"article","venue":"Journal of Commerce and Management Thought","topic":"Consumer Retail Behavior Studies","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Clothing; Competition (biology); Marketing; Business; Engineering; Advertising; Industrial organization; Veterinary medicine; Economics; Medicine; Biology; Political science","authors":[{"name":"John L. Thompson","is_ca":true},{"name":"Carolan McLarney","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04183360918744572,"gpt":0.267731786412785,"spread":0.2258981772253393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001226656,0.0002333314,0.0002932782,0.0001447935,0.0007716385,0.002293951,0.0005604301,0.00004300892,0.00002210565],"category_scores_gemma":[0.00003516448,0.0001218976,0.00006737384,0.00007794829,0.0001676082,0.001656787,0.0003239143,0.0002947585,0.000002087134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001694075,"about_ca_system_score_gemma":0.000002933671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000811994,"about_ca_topic_score_gemma":0.001166158,"domain_scores_codex":[0.9989833,0.00008703284,0.0002572119,0.0001727801,0.0002714271,0.0002282978],"domain_scores_gemma":[0.9987727,0.0002670462,0.0005209342,0.0003728435,0.00005346928,0.00001296771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003723874,0.0003045909,0.1130452,0.000838451,0.0005694152,0.0001525736,0.002400561,0.000003627439,0.0002688633,0.04779814,0.02378555,0.8104606],"study_design_scores_gemma":[0.002067683,0.0001350435,0.6540796,0.001449905,0.0004834986,0.00002332296,0.03413324,0.0002055973,0.00003255688,0.002503116,0.3044953,0.0003911052],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9050693,0.00876501,0.00007754402,0.06117238,0.0005849052,0.0008279169,0.000001291863,0.00001896347,0.02348269],"genre_scores_gemma":[0.9842124,0.01224523,0.00001041105,0.002640778,0.0001904432,0.00001758168,0.000002034508,0.00001718429,0.0006639258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8100695,"threshold_uncertainty_score":0.9987417,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}