{"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":"15a75b03ac1f","filters":{"venue":"˜The œNewsorbit"}},"results":[{"id":"W4403621588","doi":"10.52968/28462764","title":"Perception of Women in Water Supply and Associated Health Risks in the Use of Harvested Stored Rainwater in Enugu State, Nigeria","year":2022,"lang":"en","type":"article","venue":"˜The œNewsorbit","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Victoria","funders":"","keywords":"Rainwater harvesting; Perception; Water supply; State (computer science); Water resource management; Risk perception; Business; Environmental health; Socioeconomics; Geography; Environmental science; Medicine; Psychology; Environmental engineering; Economics; Mathematics; Biology","authors":[{"name":"Angela Oyilieze Akanwa","is_ca":false},{"name":"Ngozi Nneka Joe‐Ikechebelu","is_ca":true},{"name":"Fredrick Aideniosa Omoruyi","is_ca":false},{"name":"Chukwuebuka Alumuna","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04135474507438176,"gpt":0.2869005724180443,"spread":0.2455458273436625,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009399139,0.0001726506,0.0002357727,0.0002930639,0.001790384,0.001066744,0.0002134919,0.0004716914,0.002505305],"category_scores_gemma":[0.0016696,0.0002473769,0.0001154441,0.0003447262,0.001339533,0.000834008,0.001073354,0.0006816608,0.0001746341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007076805,"about_ca_system_score_gemma":0.0009402565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01503377,"about_ca_topic_score_gemma":0.03138557,"domain_scores_codex":[0.9995056,0.0002639964,0.00002297348,0.00002282152,0.00005579871,0.0001287681],"domain_scores_gemma":[0.9993107,0.0002833701,0.0001855812,0.00001289541,0.00005514067,0.0001522403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0001478392,0.0001572387,0.350114,0.0002246214,0.00001334857,0.004624596,0.623534,0.00005232207,0.002687386,0.001125347,0.0009931669,0.01632607],"study_design_scores_gemma":[0.000002488025,0.0001627735,0.08005524,0.0001407213,0.000007820542,0.0008852405,0.9142842,0.00006254892,0.0002145088,0.0001158902,0.00405678,0.00001175179],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973022,0.0003480717,0.00004417797,0.0007419717,0.0000138705,0.000005935201,0.00001111346,6.781663e-7,0.001531994],"genre_scores_gemma":[0.9981001,0.0007283671,0.00005869407,0.0002255893,0.000005731837,0.000006366786,0.000006947797,0.000001006184,0.0008671659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01503377,"threshold_uncertainty_score":0.02989256,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403641322","doi":"10.52968/28464053","title":"Addressing the Challenge of Housing Finance in Urban Africa","year":2020,"lang":"en","type":"article","venue":"˜The œNewsorbit","topic":"Urban and Rural Development Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Greenfield Research (Canada)","funders":"","keywords":"Finance; Business","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1569442924454292,"gpt":0.3072116371243962,"spread":0.150267344678967,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001477921,0.0002528184,0.000206685,0.0004990458,0.00384046,0.004705022,0.0005233999,0.001904639,0.004635193],"category_scores_gemma":[0.00209398,0.0001531039,0.0001363077,0.0009903753,0.003195289,0.003635891,0.003433849,0.002417098,0.000404484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002300209,"about_ca_system_score_gemma":0.006574273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009059398,"about_ca_topic_score_gemma":0.02305892,"domain_scores_codex":[0.9992431,0.000323291,0.0000195594,0.00002320045,0.00008237872,0.0003084788],"domain_scores_gemma":[0.9989337,0.0004636888,0.0001617989,0.00002479095,0.00009026919,0.0003257027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006683642,0.0002588294,0.02834139,0.001703275,0.00002472096,0.006283743,0.07928646,0.001274839,0.001645042,0.2978863,0.2317722,0.3514564],"study_design_scores_gemma":[0.00000994013,0.0001288767,0.02791288,0.001488116,0.00001356905,0.001237383,0.2063722,0.0009228413,0.0007452405,0.04069508,0.7204359,0.00003799675],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.2589137,0.03336782,0.001227888,0.632376,0.002239413,0.00005762258,0.0001851353,0.00003556192,0.0715969],"genre_scores_gemma":[0.8853282,0.07095724,0.001889643,0.02121641,0.002230496,0.00008900018,0.000116536,0.00002383678,0.01814867],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.009059398,"threshold_uncertainty_score":0.01801336,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403641483","doi":"10.52968/28469840","title":"Responsible Stakeholders in Food Risks Communication and Informed Consumers in Surulere Area of Lagos State, Nigeria","year":2022,"lang":"en","type":"article","venue":"˜The œNewsorbit","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"State (computer science); Business; Environmental health; Risk communication; Medicine; Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1638233369251093,"gpt":0.2897136494143551,"spread":0.1258903124892457,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001347407,0.0001337573,0.00009039384,0.0005008612,0.002297376,0.001986663,0.0002060433,0.0008315984,0.003690948],"category_scores_gemma":[0.002344732,0.0001869023,0.00005404762,0.0004654184,0.001241204,0.001457537,0.001475689,0.0006677948,0.0001287536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002058455,"about_ca_system_score_gemma":0.002722722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01068749,"about_ca_topic_score_gemma":0.01729954,"domain_scores_codex":[0.9991663,0.0005060959,0.00002318641,0.00004224147,0.00006793476,0.0001943306],"domain_scores_gemma":[0.9977149,0.001174517,0.0005451071,0.00003258702,0.0001267964,0.0004061003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000592734,0.001040983,0.697311,0.0004605026,0.00002524866,0.01191212,0.1783178,0.0008719899,0.002288924,0.03821852,0.004136055,0.06482416],"study_design_scores_gemma":[0.00003995214,0.0003204557,0.2616986,0.0004088808,0.00002830973,0.0009894217,0.7019207,0.001846098,0.0006957128,0.008213952,0.02380208,0.00003577416],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911015,0.0002384181,0.0001357973,0.002316737,0.000008953012,0.00002584806,0.0000160618,0.000001453581,0.006155197],"genre_scores_gemma":[0.998844,0.0001746168,0.00007413919,0.0001090256,0.000002607853,0.000007949011,0.000004714208,4.344131e-7,0.000782443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01068749,"threshold_uncertainty_score":0.02125061,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}