{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":4,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":4,"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":"ac28bd63074a","filters":{"venue":"SpringerBriefs in population studies"}},"results":[{"id":"W47914594","doi":"10.1007/978-94-007-6244-2_6","title":"Summary and Policy Recommendations","year":2013,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in population studies","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Saint Mary's University; St. Mary's University","funders":"","keywords":"Census; Population growth; Population; Immigration; Geography; Net migration rate; Demography; Period (music); World War II; Development economics; Demographic economics; Economics; Sociology; Archaeology","authors":[{"name":"Syed Ather Hussain Akbari","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06441734096490537,"gpt":0.3584965693897514,"spread":0.2940792284248461,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0222344,0.002206987,0.002545113,0.007518227,0.005343832,0.01872876,0.006216459,0.02143157,0.2312638],"category_scores_gemma":[0.09364542,0.001058582,0.00353616,0.009851898,0.00228892,0.01074507,0.005173532,0.01306046,0.08019315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02548783,"about_ca_system_score_gemma":0.1118469,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.328865,"about_ca_topic_score_gemma":0.3688163,"domain_scores_codex":[0.9795568,0.004581747,0.001580683,0.002056643,0.008583749,0.003640499],"domain_scores_gemma":[0.9362121,0.01200829,0.001954534,0.002480261,0.04061604,0.006728789],"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":[0.00002433377,0.000009866701,0.0000726321,0.0003474995,0.000009604849,0.00001890536,0.00004957583,0.00007144619,0.00001407154,0.008828395,0.9823818,0.008171927],"study_design_scores_gemma":[0.00004633241,0.00001008837,0.0005279182,0.002343827,0.00007456866,0.00001909623,0.0006641373,0.00008247838,0.0000737101,0.008609547,0.9875194,0.0000289075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0003169997,0.02338227,0.00105794,0.7015834,0.1233284,0.00073348,0.01853785,0.0004202432,0.1306395],"genre_scores_gemma":[0.006391009,0.03531424,0.006027851,0.4751507,0.03181746,0.002032356,0.008991936,0.000376413,0.4338981],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.671135,"threshold_uncertainty_score":0.7736545,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W156991207","doi":"10.1007/978-94-007-7878-8_3","title":"Definition of the Social Protection Floor","year":2013,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in population studies","topic":"Homelessness and Social Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Business","authors":[{"name":"Julie Drolet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1967452827016455,"gpt":0.4231392460066434,"spread":0.2263939633049979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00160599,0.0008818489,0.0003999073,0.001539827,0.003594605,0.006382581,0.001514592,0.002943627,0.01598581],"category_scores_gemma":[0.001020148,0.0003876775,0.0006722225,0.00134054,0.01577361,0.004158251,0.003571283,0.005759482,0.003226998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003108552,"about_ca_system_score_gemma":0.003559494,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00520922,"about_ca_topic_score_gemma":0.006471055,"domain_scores_codex":[0.9983931,0.0006559992,0.00008626308,0.0002093062,0.0002993781,0.0003559593],"domain_scores_gemma":[0.9995408,0.000140844,0.00004104407,0.00004822035,0.0001224774,0.0001066204],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000002039266,0.00000483098,0.00003267952,0.00001394871,5.782397e-7,0.00003073308,0.00101443,0.00003507639,0.00004556194,0.9880728,0.006126719,0.004620517],"study_design_scores_gemma":[0.00000842649,0.00003024401,0.000639231,0.0002231103,0.000004367105,0.0002656353,0.00261757,0.0003142474,0.0001241004,0.3882818,0.607474,0.00001732569],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003080326,0.005648055,0.02107273,0.008859672,0.002229706,0.00008046443,0.0001258574,0.00008708115,0.958816],"genre_scores_gemma":[0.4497818,0.008784266,0.05335898,0.00970213,0.004296099,0.0009214822,0.0004301818,0.0003196433,0.4724054],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01598581,"threshold_uncertainty_score":0.05347788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386267536","doi":"10.1007/978-981-99-3859-9_3","title":"Deteriorating Family-Work Balance in South Korea: Evidence from Life and Domain Satisfaction","year":2023,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in population studies","topic":"Work-Family Balance Challenges","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Feeling; Life satisfaction; Quarter (Canadian coin); Job satisfaction; Family life; Psychology; Demographic economics; Fertility; Social psychology; Demography; Economics; Geography; Socioeconomics; Sociology; Population","authors":[{"name":"Junji Kageyama","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1009280421120413,"gpt":0.3361216988659013,"spread":0.23519365675386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008416264,0.0003762388,0.0004700782,0.001161836,0.0005716823,0.001116512,0.0006374135,0.0004498824,0.002305445],"category_scores_gemma":[0.002070971,0.0003575172,0.0007060044,0.00301225,0.0005047685,0.0008385821,0.001206467,0.0007456662,0.000245955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005429868,"about_ca_system_score_gemma":0.0007918664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0209641,"about_ca_topic_score_gemma":0.0477118,"domain_scores_codex":[0.9995808,0.0001178027,0.00007152392,0.00008613538,0.00005520508,0.00008861715],"domain_scores_gemma":[0.9987281,0.0002649475,0.0005716539,0.00007633539,0.0001277665,0.0002312715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007182575,0.00005880848,0.9918962,0.00005898418,0.0001460545,0.0001320498,0.000828121,0.00002739599,0.0000790078,0.00006850185,0.0001961829,0.006436811],"study_design_scores_gemma":[0.000002754886,0.00004696601,0.9977623,0.00002638915,0.00005042419,0.00006659231,0.001784223,0.00002904005,0.00001458432,0.00005117929,0.0001610613,0.000004427012],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959883,0.002457045,0.00004890739,0.000208641,0.00001614199,0.000008676824,0.0005805889,0.000001620061,0.0006900739],"genre_scores_gemma":[0.9971373,0.001682983,0.00007285296,0.00008627684,0.000008724478,0.00001265806,0.0005356052,0.000002012026,0.0004615597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0209641,"threshold_uncertainty_score":0.04168415,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W197578862","doi":"10.1007/978-94-007-7878-8_1","title":"Background to the Social Protection Initiative","year":2013,"lang":"en","type":"book-chapter","venue":"SpringerBriefs in population studies","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Social protection; Political science; Law","authors":[{"name":"Julie Drolet","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2171486881181722,"gpt":0.4089570964384774,"spread":0.1918084083203052,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004994757,0.0007251211,0.0005624453,0.002551092,0.003706745,0.007538438,0.001644719,0.00895926,0.03504076],"category_scores_gemma":[0.004081699,0.0005326417,0.0004637617,0.00376996,0.007958978,0.00677756,0.005439528,0.01103849,0.006030201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008011524,"about_ca_system_score_gemma":0.007646847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009276226,"about_ca_topic_score_gemma":0.01025768,"domain_scores_codex":[0.9976518,0.0009074054,0.0001038648,0.0003502512,0.000664468,0.0003223159],"domain_scores_gemma":[0.9979119,0.001408293,0.00008769212,0.0001309236,0.0001829244,0.0002782887],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004607879,0.00004034704,0.00004098957,0.00008456718,0.000001126232,0.00003917097,0.0006246287,0.0000867093,0.00004896418,0.8838208,0.08463663,0.03057137],"study_design_scores_gemma":[0.000003725651,0.000008479699,0.0001898558,0.0002674957,8.117474e-7,0.00003238515,0.0002018751,0.00005081477,0.00004412002,0.09029504,0.9088984,0.000006993554],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001776732,0.09686515,0.005226778,0.2027552,0.006903109,0.0001440585,0.0003099538,0.0001049452,0.6859142],"genre_scores_gemma":[0.07069533,0.08512653,0.008775232,0.07983425,0.0124452,0.0008079819,0.0005492477,0.0003570885,0.7414092],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03504076,"threshold_uncertainty_score":0.117223,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}