{"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":"41ff3165e4cb","filters":{"venue":"Fair play"}},"results":[{"id":"W4302571651","doi":"10.51952/9781847428813.ch033","title":"Mortality amongst street sleeping youth in the UK","year":2011,"lang":"en","type":"book-chapter","venue":"Fair play","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Census; Demography; Population; Geography; Mortality rate; Life table; Sociology","authors":[{"name":"Daniel Dorling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1283476101600241,"gpt":0.3791989075022145,"spread":0.2508512973421904,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003341881,0.0002905412,0.0003819742,0.001681602,0.0005856828,0.0008289487,0.0003133555,0.0008913068,0.00514237],"category_scores_gemma":[0.001883356,0.0002106805,0.000603011,0.001956616,0.0002837053,0.0005241098,0.0009844721,0.0006866028,0.001277561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025857,"about_ca_system_score_gemma":0.0007441728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08576574,"about_ca_topic_score_gemma":0.09276005,"domain_scores_codex":[0.9994413,0.0000956052,0.0001151257,0.00006048831,0.000152992,0.0001345154],"domain_scores_gemma":[0.9990793,0.00004391182,0.0002693714,0.0000275551,0.0002896017,0.0002900882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002186791,0.00003559802,0.8924083,0.0007041146,0.0001396694,0.002995115,0.001951452,0.00006834895,0.0004024691,0.000295655,0.06052148,0.04025906],"study_design_scores_gemma":[0.00001588539,0.000096118,0.9866143,0.0005561901,0.00003104241,0.001375637,0.001368586,0.00005033085,0.00004345722,0.00005400829,0.009777294,0.00001727958],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8680233,0.0570463,0.0001651253,0.02452657,0.003662321,0.0001126997,0.02183084,0.0001185714,0.0245143],"genre_scores_gemma":[0.9492698,0.03309518,0.000124017,0.004387828,0.001782958,0.00005933153,0.005608043,0.00002362883,0.005649203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08576574,"threshold_uncertainty_score":0.1705331,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4298372634","doi":"10.51952/9781847428813.ch028","title":"The trouble with moving upmarket","year":2011,"lang":"en","type":"book-chapter","venue":"Fair play","topic":"Housing, Finance, and Neoliberalism","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":"Fell; Quarter (Canadian coin); Poverty; Poor people; Recreation; Population; Geography; Government (linguistics); Demographic economics; Development economics; Economic growth; Socioeconomics; Political science; Demography; Economics; Sociology; Cartography; Archaeology","authors":[{"name":"Daniel Dorling","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0264647406729908,"gpt":0.1861324528961245,"spread":0.1596677122231337,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006184327,0.000702789,0.0006818287,0.001326774,0.008157826,0.01113376,0.002964542,0.007288456,0.2172606],"category_scores_gemma":[0.01519223,0.0007503468,0.0008115638,0.00163311,0.009819192,0.02621536,0.01052932,0.01308243,0.07593599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005163671,"about_ca_system_score_gemma":0.007556058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03895491,"about_ca_topic_score_gemma":0.03709554,"domain_scores_codex":[0.9963214,0.00066444,0.0001361862,0.000765602,0.001318049,0.0007942733],"domain_scores_gemma":[0.9928824,0.001259366,0.0005102049,0.00121914,0.002316568,0.001812313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005262002,0.0001143363,0.001562677,0.0001085431,0.00001181499,0.0003495238,0.005004075,0.00006760605,0.0002362579,0.1911612,0.7064369,0.09489446],"study_design_scores_gemma":[0.000007906519,0.00001603533,0.0005055926,0.00008913355,0.000002151656,0.0001149688,0.002334501,0.00004482558,0.00008680496,0.01141598,0.9853644,0.00001774568],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01161151,0.006981424,0.006241565,0.3633383,0.006094384,0.000128947,0.001022143,0.0009892958,0.6035924],"genre_scores_gemma":[0.1052997,0.0071785,0.005410844,0.1531034,0.003019104,0.0001862742,0.0008515944,0.001587261,0.7233633],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2172606,"threshold_uncertainty_score":0.726809,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}