{"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":"1528cc48b620","filters":{"venue":"Water&Sanitation Africa"}},"results":[{"id":"W2600726017","doi":"","title":"Encouraging citizen science : laboratories & equipment","year":2016,"lang":"en","type":"article","venue":"Water&Sanitation Africa","topic":"Species Distribution and Climate Change","field":"Environmental Science","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":"Sanitation; Government (linguistics); Quarter (Canadian coin); Commission; Natural resource; Wildlife; Political science; Resource (disambiguation); Environmental planning; Public administration; Environmental resource management; Geography; Engineering; Environmental science; Ecology; Law; Environmental engineering; Archaeology","authors":[{"name":"Frances Ringwood","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02058460456730856,"gpt":0.2369883596022592,"spread":0.2164037550349507,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0308133,0.001052875,0.0007827507,0.002637287,0.006582568,0.01307023,0.004745866,0.006635569,0.07815976],"category_scores_gemma":[0.04179895,0.001361892,0.001047989,0.003307239,0.005880191,0.0172773,0.01920356,0.007175142,0.03831305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003340903,"about_ca_system_score_gemma":0.01557695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004622869,"about_ca_topic_score_gemma":0.005460145,"domain_scores_codex":[0.9680218,0.01806995,0.001356622,0.003075269,0.006722264,0.002754156],"domain_scores_gemma":[0.9289217,0.02105708,0.003609624,0.01810218,0.01501741,0.01329201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002374534,0.0008863916,0.008097517,0.0008454339,0.00004940402,0.0006739242,0.007348869,0.0003442613,0.004875893,0.0247308,0.5541925,0.3977175],"study_design_scores_gemma":[0.0000812514,0.0002539314,0.003340091,0.0008333417,0.00001652119,0.0004768595,0.01448511,0.0004293087,0.001382069,0.01944643,0.9591871,0.00006801297],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0306924,0.006581964,0.1223472,0.3782254,0.009185497,0.004583538,0.001847557,0.01248059,0.4340559],"genre_scores_gemma":[0.2964278,0.007612412,0.3261736,0.1015399,0.003836328,0.008170281,0.003428606,0.003260821,0.2495504],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07815976,"threshold_uncertainty_score":0.2614704,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2267873388","doi":"","title":"Colesburg under construction : feature : infrastructure","year":2013,"lang":"en","type":"article","venue":"Water&Sanitation Africa","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","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":"Quarter (Canadian coin); Feature (linguistics); Water supply; Business; Water infrastructure; Critical infrastructure; Environmental planning; Computer science; Engineering; Environmental science; Geography; Computer security; Environmental engineering","authors":[{"name":"Chantelle Van Schalkwyk","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01646121893804609,"gpt":0.2100406409259578,"spread":0.1935794219879117,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000234525,0.0004421266,0.0001759428,0.0007366834,0.002004591,0.001971629,0.00048083,0.001094298,0.4059654],"category_scores_gemma":[0.0006149471,0.000302083,0.0001939163,0.0007507176,0.000365775,0.0008250885,0.001188415,0.0009286808,0.07435703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001401085,"about_ca_system_score_gemma":0.002715144,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03499486,"about_ca_topic_score_gemma":0.1423481,"domain_scores_codex":[0.9997088,0.00001219658,0.000005710514,0.00003463286,0.0001445808,0.00009406882],"domain_scores_gemma":[0.9996889,0.00003056686,0.00001287638,0.00002548594,0.0001076192,0.0001345879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000584174,0.00003848155,0.002003686,0.00009587787,0.000002344414,0.000414334,0.0002059869,0.00008336896,0.00135575,0.002522188,0.9360964,0.05712302],"study_design_scores_gemma":[0.000005479534,0.00002055556,0.006284244,0.000015194,0.000001041398,0.00009258848,0.000177221,0.00002467871,0.000182773,0.00008662312,0.9931061,0.000003566955],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01546483,0.0006424494,0.0004432962,0.005946503,0.001022591,0.0002096243,0.004841076,0.001417679,0.9700119],"genre_scores_gemma":[0.02163393,0.0004336997,0.0003050883,0.0003976277,0.0001426988,0.00004928977,0.002257643,0.0002402165,0.9745398],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4059654,"threshold_uncertainty_score":0.8473182,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2296149923","doi":"","title":"Dr Ralph Heath consultant and scientist : guest comment","year":2006,"lang":"en","type":"article","venue":"Water&Sanitation Africa","topic":"Health and Medical Research Impacts","field":"Medicine","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":"Irish; Quarter (Canadian coin); History; Genealogy; Philosophy; Archaeology; Linguistics","authors":[{"name":"Ralph Heath","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08218806437729795,"gpt":0.3713068511722073,"spread":0.2891187867949093,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003707616,0.0006125251,0.0006445987,0.0004076827,0.002611697,0.002465645,0.002426306,0.03333962,0.04046415],"category_scores_gemma":[0.03463118,0.0005823744,0.0008289772,0.0006240386,0.002005559,0.002761042,0.001430217,0.02389394,0.01374876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00247855,"about_ca_system_score_gemma":0.003834702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01148182,"about_ca_topic_score_gemma":0.01708904,"domain_scores_codex":[0.9976795,0.0004464735,0.0001888877,0.000482213,0.0008151255,0.0003877949],"domain_scores_gemma":[0.9879556,0.004317815,0.0007851355,0.0005205818,0.00375651,0.002664486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001631096,0.000004996627,0.0002000307,0.00002568907,0.000002185525,0.0004722752,0.0000376613,0.00001423115,0.00003657688,0.000252536,0.9977992,0.00113816],"study_design_scores_gemma":[0.00006618401,0.00004709352,0.002182868,0.0002585709,0.00001250753,0.001618121,0.0008835195,0.0001161315,0.0001908274,0.0008658133,0.9937171,0.00004133111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003676504,0.000487371,0.00005013773,0.963592,0.03145732,0.00001840202,0.00006171346,0.00004231339,0.003923177],"genre_scores_gemma":[0.006647485,0.0009805658,0.0001564587,0.9308401,0.03615014,0.00006041059,0.00004881922,0.00003657974,0.02507945],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04046415,"threshold_uncertainty_score":0.1353661,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}