{"meta":{"query_hash":"8cf5bd2b2abb","filters":{"venue":"The Sustainable development goals report"},"cohort_total":3,"direct_labels_cover":0,"predictions_cover":3,"exported":3,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/8cf5bd2b2abb","api":"https://metacan.xera.ac/api/v1/cohort?venue=%C2%98The+%C2%9CSustainable+development+goals+report"},"results":[{"id":"W4213021793","doi":"10.18356/4d038e1e-en","title":"The Sustainable Development Goals Report 2017","year":2017,"lang":"en","type":"book","venue":"The Sustainable development goals report","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":81,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Poverty; Scarcity; Sustainable development; Quarter (Canadian coin); Extreme poverty; Political science; Economic growth; Geography; Economics","score_opus":0.012692206325830471,"score_gpt":0.2411747415583669,"score_spread":0.22848253523253642,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4213021793","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011278698,0.0016643305,0.00031551337,0.0016236913,0.0013851492,0.0068371994,0.000008391683,0.0005202782,0.97636676],"genre_scores_gemma":[0.008675541,0.0004244399,0.0012273472,0.0006368813,0.0006277727,0.0023946143,0.00092914153,0.00048299888,0.98460126],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9810398,0.00030582564,0.004506372,0.0034682623,0.004575388,0.006104323],"domain_scores_gemma":[0.9865825,0.0004898574,0.005118628,0.006260514,0.0004776735,0.0010708034],"candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","open_science","insufficient_payload"],"category_scores_codex":[0.010803823,0.0027313347,0.001978347,0.00048274253,0.01469847,0.0023420453,0.0060478705,0.0013778486,0.0020637843],"category_scores_gemma":[0.0010649504,0.0019804272,0.0006601989,0.0006650872,0.0025761637,0.0015009718,0.009716218,0.0021008423,0.003939608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":true,"about_ca_system_consensus":true,"study_design_scores_codex":[0.00016909848,0.00028835027,0.005685007,0.0006614815,0.0010148828,0.10761382,0.0036710047,0.00035031218,0.000016533038,0.0015054209,0.8589573,0.020066783],"study_design_scores_gemma":[0.0007341256,0.00006834636,0.023864778,0.0001648138,0.00018293339,0.0038337896,0.0066113775,0.000013499175,0.00024735666,0.004571481,0.9569342,0.002773304],"about_ca_topic_score_codex":0.00135681,"about_ca_topic_score_gemma":0.00060258637,"teacher_disagreement_score":0.10378003,"about_ca_system_score_codex":0.018215857,"about_ca_system_score_gemma":0.010271617,"threshold_uncertainty_score":0.9999186},"labels":[],"label_agreement":null},{"id":"W4248163569","doi":"10.18356/9789210056083c012","title":"Decent work and economic growth","year":2021,"lang":"en","type":"book-chapter","venue":"The Sustainable development goals report","topic":"COVID-19 Pandemic Impacts","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Recession; Pandemic; Quarter (Canadian coin); Financial crisis; China; Coronavirus disease 2019 (COVID-19); Development economics; Economic recovery; Work (physics); Economics; Great Depression; Global recession; Depression (economics); Economic growth; Political science; Geography; Medicine; Keynesian economics","score_opus":0.02570032969979286,"score_gpt":0.22656989270805952,"score_spread":0.20086956300826667,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4248163569","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.011560268,0.015012754,0.0014827291,0.0028006393,0.0014886649,0.0018675666,0.000048242153,0.00019373496,0.9655454],"genre_scores_gemma":[0.06346182,0.0013936277,0.0004456958,0.0010772297,0.00024005989,0.00010569266,0.00015824758,0.0001675832,0.93295],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99554694,0.000014795888,0.0020279272,0.0013223232,0.00013808058,0.00094993453],"domain_scores_gemma":[0.99665236,0.00018330602,0.0016358745,0.0010574104,0.00018420922,0.0002868564],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0020267537,0.0006844232,0.001178788,0.00047956448,0.00043041605,0.00036022635,0.00048400968,0.000520072,0.0014579726],"category_scores_gemma":[0.00025081873,0.0007094578,0.00021610348,0.0001215928,0.0001587726,0.00021790634,0.00080266205,0.0005786149,0.000562684],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054508775,0.00005550362,0.040574633,0.00074489135,0.0013818614,0.0068114633,0.0013558076,0.00008696644,4.5978302e-7,0.901389,0.04458108,0.0029637928],"study_design_scores_gemma":[0.000329134,0.000016117734,0.0063172486,0.000092561684,0.00003640691,0.00027529825,0.00013189958,0.0000089923315,0.000011348702,0.03918871,0.95272017,0.0008721411],"about_ca_topic_score_codex":0.0002773026,"about_ca_topic_score_gemma":0.000079997444,"teacher_disagreement_score":0.90813905,"about_ca_system_score_codex":0.0028799658,"about_ca_system_score_gemma":0.0018009669,"threshold_uncertainty_score":0.9995357},"labels":[],"label_agreement":null},{"id":"W4296634720","doi":"10.18356/9789210018098c020","title":"Peace, justice and strong institutions","year":2022,"lang":"en","type":"book-chapter","venue":"The Sustainable development goals report","topic":"Environmental and Biological Research in Conflict Zones","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Political science; Human rights; Economic Justice; Legislation; Population; Development economics; Internally displaced person; Quarter (Canadian coin); Political economy; Law; Economic growth; Geography; Sociology; Refugee; Economics","score_opus":0.04195677030239062,"score_gpt":0.27645191275139175,"score_spread":0.23449514244900113,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4296634720","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0054333676,0.0005948455,0.00016766014,0.0005572129,0.00014653518,0.0010555846,0.000012881022,0.0000723768,0.9919595],"genre_scores_gemma":[0.029994734,0.0008665975,0.0004500045,0.00035794562,0.00006625845,0.00023124498,0.00014823803,0.000036494384,0.9678485],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9967846,0.000045604498,0.00060535193,0.0008095577,0.0010319337,0.0007229446],"domain_scores_gemma":[0.998748,0.00013064012,0.00031032463,0.0005372489,0.000022022929,0.0002517398],"candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0011529363,0.00042346262,0.00033286205,0.000071035036,0.0016689941,0.000097444645,0.0005441719,0.00020089805,0.014802026],"category_scores_gemma":[0.00008777913,0.0002958402,0.00009055677,0.00009589925,0.0009107694,0.00018359024,0.0032300325,0.0007214743,0.0003641394],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00046190777,0.0010771615,0.019030126,0.0020397813,0.0015262472,0.07321695,0.0037682904,0.004024953,0.0011210227,0.57277405,0.164121,0.1568385],"study_design_scores_gemma":[0.00011550991,0.000066211855,0.0051464583,0.000015332922,0.00007365446,0.00039062,0.00049103843,0.000011480416,0.00001781818,0.001293751,0.9919496,0.00042850483],"about_ca_topic_score_codex":0.00018425737,"about_ca_topic_score_gemma":0.00007082645,"teacher_disagreement_score":0.82782865,"about_ca_system_score_codex":0.0012011776,"about_ca_system_score_gemma":0.00026135598,"threshold_uncertainty_score":0.9999494},"labels":[],"label_agreement":null}]}