{"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":"63d7a28bbc2f","filters":{"venue":"Shanlax International Journal of Economics"}},"results":[{"id":"W3134171003","doi":"10.34293/economics.v9i2.3670","title":"Techno-Economic Analysis of Decentralised Small Hydro Power Projects for Rural Electrification: A Case Study of Meenvallom Project in Kerala with the Use of RET Screen Expert Advanced Software","year":2021,"lang":"en","type":"article","venue":"Shanlax International Journal of Economics","topic":"Energy and Environment Impacts","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Rural electrification; Small hydro; Electrification; Environmental economics; Government (linguistics); Business; Energy poverty; Micro hydro; Electricity; Economic growth; Engineering; Economics; Hydropower; Electrical engineering","authors":[{"name":"Liji Samuel","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04117134447199856,"gpt":0.2683190364751651,"spread":0.2271476920031666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002966086,0.0001266054,0.000351198,0.0002185157,0.00002654961,0.00002118478,0.0003474443,0.00005005829,0.0001151789],"category_scores_gemma":[0.00007578886,0.00009777203,0.0001542904,0.0002098775,0.00009320747,0.000375004,0.00005797067,0.00009875367,3.109683e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003237247,"about_ca_system_score_gemma":0.0001007375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001266414,"about_ca_topic_score_gemma":0.005160348,"domain_scores_codex":[0.9988279,0.00005610265,0.000673146,0.0001699537,0.000129753,0.000143089],"domain_scores_gemma":[0.9985988,0.0001855793,0.0008904793,0.0002326425,0.00005362322,0.00003884987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0009521578,0.0006821453,0.106545,0.000004636216,0.001388383,0.00006518996,0.002556605,0.8816361,0.004096451,0.00007140965,0.00007551388,0.001926446],"study_design_scores_gemma":[0.03113877,0.009842331,0.5755419,0.0005690141,0.003023947,0.002789638,0.05460797,0.1067819,0.2075579,0.0006127386,0.005358834,0.002175055],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989261,0.00003394405,0.0004146366,0.0001977104,0.00004971036,0.0002867869,0.00006173005,0.000002245467,0.00002715453],"genre_scores_gemma":[0.9948575,0.0001417294,0.004840558,0.00006141332,0.0000128253,0.00001923389,0.00001994604,0.0000122411,0.00003447382],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7748542,"threshold_uncertainty_score":0.3987028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411436021","doi":"10.34293/economics.v13i2.8397","title":"Trend Analysis of Indian Foreign Exchange Reserves after Post COVID-19 Pandemic","year":2025,"lang":"en","type":"article","venue":"Shanlax International Journal of Economics","topic":"Monetary Policy and Economic Impact","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Foreign-exchange reserves; Economics; Purchasing power parity; Business; Inflation (cosmology); Quarter (Canadian coin); Foreign exchange market; Exchange rate; Finance; Monetary economics; Geography","authors":[{"name":"D. M. Basavarajaiah","is_ca":false},{"name":"B. Narasimhamurthy","is_ca":false},{"name":"M. D. Suranagi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09193487763067028,"gpt":0.2983034180389847,"spread":0.2063685404083145,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001062973,0.0001826713,0.0007709366,0.002896294,0.00004343845,0.0000913636,0.0007644192,0.0001433245,0.002149388],"category_scores_gemma":[0.0002939728,0.0002068511,0.0006462863,0.0002796884,0.00009563828,0.0005546964,0.0000966267,0.0001955039,0.00003074541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006023644,"about_ca_system_score_gemma":0.0001113444,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001017519,"about_ca_topic_score_gemma":0.001539516,"domain_scores_codex":[0.9977875,0.00002683059,0.001636025,0.0002683748,0.00003430412,0.00024691],"domain_scores_gemma":[0.9978008,0.0001950664,0.00147709,0.0002829106,0.00004970611,0.0001944184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007318999,0.0001503406,0.9072019,0.00006033097,0.00660604,0.00002726206,0.001637118,0.04297109,0.00000685975,0.03733361,0.001677972,0.001595616],"study_design_scores_gemma":[0.006048274,0.0005277976,0.6311082,0.0001351264,0.0007792251,0.0001551612,0.001252407,0.0411269,0.0001522308,0.1782078,0.1394141,0.001092785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9861583,0.001597066,0.0005357904,0.001451435,0.0008598054,0.00008090965,0.001727038,0.000006780259,0.007582916],"genre_scores_gemma":[0.9952618,0.001456513,0.0002509578,0.001938065,0.0002393433,0.000005934852,0.0001009157,0.00001433051,0.0007320783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2760937,"threshold_uncertainty_score":0.9987628,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400382475","doi":"10.34293/economics.v12i3.7633","title":"The Economics of Healthcare: Challenges and Reform","year":2024,"lang":"en","type":"article","venue":"Shanlax International Journal of Economics","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Health care; Health care reform; Political science; Economics; Health policy; Economic growth","authors":[{"name":"Mohamed Aslam Sheikh","is_ca":false},{"name":"Asma Mohammed Aslam Sheikh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08081390185849084,"gpt":0.2949459557026079,"spread":0.214132053844117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001280686,0.0001023371,0.0002771835,0.000283812,0.00004668473,0.0001106601,0.0004141491,0.00006474695,0.00001777193],"category_scores_gemma":[0.00005952399,0.00009007649,0.0001359447,0.00003027098,0.00007579674,0.000334461,0.0001038429,0.0001763846,0.00002796997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004043577,"about_ca_system_score_gemma":0.0000945969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004907822,"about_ca_topic_score_gemma":0.0005808657,"domain_scores_codex":[0.9985628,0.00001291994,0.001065752,0.0001693178,0.00002285111,0.0001664062],"domain_scores_gemma":[0.9989693,0.0001304696,0.0005819679,0.0001515144,0.00007811582,0.00008865034],"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":[0.00002768218,0.00001268696,0.00006338644,0.0000473823,0.0002245231,0.00000316133,0.0004032335,0.00005274122,4.113253e-7,0.9298849,0.0001390685,0.06914084],"study_design_scores_gemma":[0.0002441246,0.0001440983,0.000943457,0.00006552231,0.00000548928,0.00006445,0.0003733608,0.002071062,0.0000289288,0.3940462,0.6019108,0.0001025016],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.287405,0.1954979,0.0004706548,0.4465286,0.01338561,0.0003293735,0.0004077811,0.00002860473,0.05594644],"genre_scores_gemma":[0.8145043,0.1840558,0.0002323535,0.0003978734,0.000550124,0.000003294683,0.000002229625,0.00001588401,0.0002382181],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6017717,"threshold_uncertainty_score":0.3673213,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}