{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"eed0eac2b0e8","filters":{"venue":"Environmental Technology and Science Journal"}},"results":[{"id":"W4294866721","doi":"10.4314/etsj.v13i1.3","title":"Evaluation of the Water Quality of River Kaduna, Nigeria Using Water Quality Index","year":2022,"lang":"en","type":"article","venue":"Environmental Technology and Science Journal","topic":"Water Quality and Pollution Assessment","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Ahmadu Bello University; University of Baghdad","keywords":"Water quality; Turbidity; Environmental science; Pollution; Index (typography); Hydrology (agriculture); Sampling (signal processing); Total dissolved solids; Biochemical oxygen demand; Environmental engineering; Chemical oxygen demand; Wastewater; Engineering; Ecology","authors":[{"name":"Q. Sulaiman Sadiq","is_ca":false},{"name":"C. K. Ezeamaka","is_ca":false},{"name":"M. G. Daful","is_ca":false},{"name":"I. A. Mustafa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05053637694135203,"gpt":0.3248827633551987,"spread":0.2743463864138467,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.01070795,0.0001053479,0.0001738964,0.0001362064,0.0011485,0.00001465154,0.0005702102,0.00006300875,0.003798012],"category_scores_gemma":[0.00002984639,0.00005583789,0.00006671791,0.0002631646,0.003758064,0.0002937973,0.001285497,0.0003651047,0.000008584356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005782853,"about_ca_system_score_gemma":0.00003660585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008960612,"about_ca_topic_score_gemma":0.000009418696,"domain_scores_codex":[0.9965255,0.0006430572,0.0005155631,0.0002538415,0.001758438,0.0003036278],"domain_scores_gemma":[0.9993555,0.00001173888,0.0002642094,0.0003014414,0.00001063659,0.00005650534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00001532085,0.0001176976,0.3130562,0.000001909916,0.000009030942,3.702696e-7,0.001989183,0.003490045,0.679243,0.00007163701,0.000005787144,0.001999795],"study_design_scores_gemma":[0.000578696,0.00008190839,0.5544965,0.000003527531,0.00002578057,0.00008051394,0.001985454,0.0008806061,0.4285997,0.01269094,0.0004416925,0.0001346183],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983914,0.00002462856,0.0001723946,0.0008896724,0.000192793,0.0001635831,0.00001216683,0.000005920343,0.0001474403],"genre_scores_gemma":[0.9995261,0.000005778943,0.0002778543,0.00008099499,0.000007851479,0.000006110106,0.000001038782,0.000003843403,0.00009042957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2506433,"threshold_uncertainty_score":0.9989532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4322494789","doi":"10.4314/etsj.v13i2.9","title":"Radio and Sustainable Food Production in Ghana: Citi Fm’s Local Rice Campaign in Perspective","year":2023,"lang":"en","type":"article","venue":"Environmental Technology and Science Journal","topic":"Innovation and Socioeconomic Development","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; Uniwersytet Marii Curie-Skłodowskiej; International Development Research Centre","keywords":"Sustainability; Agriculture; Business; Sustainable agriculture; Sustainable development; Consumption (sociology); Production (economics); Economic growth; Marketing; Political science; Public relations; Sociology; Economics; Geography; Social science","authors":[{"name":"Eric Opoku Mensah","is_ca":false},{"name":"Caroline Aboagye Da-Costa","is_ca":false},{"name":"I Piyuori","is_ca":false},{"name":"M. E. A Arkoh","is_ca":false},{"name":"O. A Matey","is_ca":false},{"name":"E. N Badu","is_ca":false},{"name":"Saheed Abiodun Tijani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006759628163816582,"gpt":0.2017108191142691,"spread":0.1949511909504525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001240726,0.00007512414,0.00009336143,0.001503596,0.0004260797,0.00009133416,0.0001153513,0.00006169319,0.00002580768],"category_scores_gemma":[0.0000574308,0.00007314506,0.000007732095,0.00123002,0.0007275682,0.000921148,0.0001840201,0.0002600803,0.00002049584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004055173,"about_ca_system_score_gemma":0.0000304503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001635412,"about_ca_topic_score_gemma":0.00001665312,"domain_scores_codex":[0.9991675,0.00000470564,0.0001640532,0.0002334922,0.0001117135,0.0003185145],"domain_scores_gemma":[0.9998432,0.000004859789,0.00007455105,0.00005390202,0.00001349658,0.00001003831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004301609,0.0001774871,0.7301436,0.00004157656,0.00001789147,0.000213261,0.004033602,0.0001636894,0.004199705,0.2380427,0.0005586843,0.02236475],"study_design_scores_gemma":[0.0009305985,0.00004723485,0.6084052,0.00002367725,0.000004534479,0.0001519778,0.3201055,0.000988849,0.0008805743,0.06687221,0.001323482,0.0002660945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939469,0.00007557355,0.00006678094,0.004641475,0.0001349314,0.0001149447,1.433485e-7,0.00002672915,0.0009925041],"genre_scores_gemma":[0.9992611,0.00004706297,0.00009403498,0.0001854945,0.00005383906,0.000005968727,5.657948e-7,0.000004146549,0.0003477988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3160719,"threshold_uncertainty_score":0.3277103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}