{"meta":{"query_hash":"0c03538dc0cd","filters":{"venue":"Publishing house Sreda eBooks"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/0c03538dc0cd","api":"https://metacan.xera.ac/api/v1/cohort?venue=Publishing+house+Sreda+eBooks"},"results":[{"id":"W3201066059","doi":"10.31483/r-99373","title":"Gotovnost' sovremennykh roditelei k effektivnoi realizatsii ikh sotsial'noi roli \"roditel'\" (na primere izucheniia ottsov vospitannikov DOO)","year":2021,"lang":"en","type":"book-chapter","venue":"Publishing house Sreda eBooks","topic":"Psychology of Development and Education","field":"Psychology","cited_by":0,"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":"Quarter (Canadian coin); Psychology; Developmental psychology; Field (mathematics); Raising (metalworking); Parent education; Pedagogy; Geography; Mathematics","score_opus":0.03908355293787032,"score_gpt":0.28242174628866784,"score_spread":0.24333819335079754,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3201066059","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":[0.0034656394,0.0045344005,0.00022616347,0.0028449956,0.021115059,0.0019489882,0.00026925444,0.0021644447,0.96343106],"genre_scores_gemma":[0.031283684,0.00019848098,0.0016873372,0.0037142911,0.006591416,0.0005245248,0.0025551915,0.0013779147,0.95206714],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9897503,0.00048766914,0.0022785864,0.0034978753,0.001593631,0.0023919158],"domain_scores_gemma":[0.99216664,0.0005246422,0.0018192523,0.00350984,0.0010135603,0.0009660745],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.0022610917,0.002122586,0.002103057,0.0014466797,0.00089375244,0.0025512725,0.002719352,0.0038847625,0.0053964225],"category_scores_gemma":[0.0005914688,0.002364264,0.0009292891,0.00023579414,0.00067091384,0.001316254,0.0007740666,0.004038994,0.0025817542],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0003445558,0.00030294832,0.0010789171,0.00020489379,0.002157867,0.00046496934,0.011026284,0.0000014925168,0.0001300684,0.09718676,0.8234833,0.06361795],"study_design_scores_gemma":[0.0028975634,0.00028238498,0.005096368,0.00077891786,0.0006952158,0.00029178546,0.00079426466,0.0000027743617,0.0001895692,0.01889615,0.96700746,0.003067539],"about_ca_topic_score_codex":0.00057722547,"about_ca_topic_score_gemma":0.00025667594,"teacher_disagreement_score":0.14352418,"about_ca_system_score_codex":0.00083887955,"about_ca_system_score_gemma":0.0013195372,"threshold_uncertainty_score":0.9991515},"labels":[],"label_agreement":null},{"id":"W4378807406","doi":"10.31483/r-106805","title":"Zarubezhnyi opyt professional'noi podgotovki budushchego pedagoga s pozitsii prosotsial'nogo podkhoda","year":2023,"lang":"en","type":"book-chapter","venue":"Publishing house Sreda eBooks","topic":"Educational Methods and Teacher Development","field":"Computer Science","cited_by":0,"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":"Flexibility (engineering); Professional development; Pedagogy; Context (archaeology); Sociology; China; Engineering ethics; Psychology; Political science; Management; Engineering; Geography","score_opus":0.09008258408224036,"score_gpt":0.30566596716433425,"score_spread":0.2155833830820939,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4378807406","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":[0.0002625998,0.00081302185,0.014674414,0.012499821,0.018349284,0.002908948,0.00014633514,0.0063940394,0.94395155],"genre_scores_gemma":[0.0010123631,0.000033987686,0.12990008,0.002042386,0.0021006449,0.00042505574,0.00014635785,0.000534777,0.86380434],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9918607,0.00040152643,0.0014713529,0.002365478,0.0025651515,0.0013357757],"domain_scores_gemma":[0.9937626,0.0013118683,0.0011066139,0.0023856487,0.0006597276,0.00077355537],"candidate_categories":["metaepi_narrow","scholarly_communication","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004184419,0.0012636894,0.0011171041,0.0011406852,0.0008392919,0.0049299547,0.0049120877,0.0018607945,0.00011636454],"category_scores_gemma":[0.0012287147,0.0012066623,0.00050677685,0.00025652835,0.00028607502,0.0021557526,0.0027576832,0.004085635,0.0007230882],"study_design_candidate":"theoretical_or_conceptual","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":[0.000019958361,0.00010677416,0.00010117633,0.00016548103,0.0002978637,0.00013055622,0.00495463,0.0000035312733,0.00007464168,0.7822694,0.1370357,0.074840255],"study_design_scores_gemma":[0.0006868107,0.000098182914,0.0007371686,0.00085683627,0.000077306766,0.00007838642,0.0001749081,0.000105969346,0.00027820663,0.35576954,0.6393474,0.0017893238],"about_ca_topic_score_codex":0.00018002854,"about_ca_topic_score_gemma":0.000046277433,"teacher_disagreement_score":0.50231165,"about_ca_system_score_codex":0.0006889125,"about_ca_system_score_gemma":0.003746851,"threshold_uncertainty_score":0.999435},"labels":[],"label_agreement":null}]}