{"meta":{"query_hash":"0dffc7a39cac","filters":{"venue":"Springer texts in statistics"},"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/0dffc7a39cac","api":"https://metacan.xera.ac/api/v1/cohort?venue=Springer+texts+in+statistics"},"results":[{"id":"W2086691890","doi":"10.1007/978-1-4419-0162-0","title":"An Intermediate Course in Probability","year":2009,"lang":"en","type":"book","venue":"Springer texts in statistics","topic":"Statistics Education and Methodologies","field":"Mathematics","cited_by":249,"is_retracted":false,"has_abstract":false,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Course (navigation); Probability theory; Computer science; Mathematics education; Calculus (dental); Psychology; Mathematics; Statistics; Medicine; Physics; Astronomy","score_opus":0.1382702788913982,"score_gpt":0.4358704275069798,"score_spread":0.2976001486155816,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2086691890","genre_codex":"methods","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0060827783,0.0014579402,0.49342427,0.00033620757,0.010027851,0.007197448,0.0078036557,0.0010430096,0.47262684],"genre_scores_gemma":[0.0009386744,0.00019924142,0.843108,0.00017106852,0.00029224248,0.00007854561,0.00033552936,0.00011501986,0.1547617],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99700695,0.00039691082,0.0010453278,0.0006484076,0.00039664985,0.0005057605],"domain_scores_gemma":[0.995313,0.0030122173,0.0004387812,0.0009174293,0.00017189585,0.00014666482],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0017033003,0.00046330437,0.000842047,0.00033861343,0.000034767683,0.00006580287,0.0005128717,0.00043228368,0.0003830282],"category_scores_gemma":[0.0045469943,0.000485082,0.000052431187,0.00013098227,0.00026212225,0.00006605708,0.000081247694,0.0009932596,0.00006948139],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000054073356,0.0009799581,0.0014772271,0.00085860054,0.000029114844,0.00019168408,0.002284244,0.00002710482,0.0000032578803,0.7271382,0.16816585,0.09879065],"study_design_scores_gemma":[0.0004098254,0.000112990565,0.017522952,0.00034639196,0.000052075306,0.0000041208996,0.000066737375,0.00019468582,0.0000071930517,0.96650594,0.01429041,0.0004866611],"about_ca_topic_score_codex":0.000018264574,"about_ca_topic_score_gemma":0.00094853353,"teacher_disagreement_score":0.3496837,"about_ca_system_score_codex":0.00065989024,"about_ca_system_score_gemma":0.0010529911,"threshold_uncertainty_score":0.9997601},"labels":[],"label_agreement":null},{"id":"W4406865777","doi":"10.1007/978-3-031-70584-7","title":"Time Series Analysis and Its Applications","year":2025,"lang":"en","type":"book","venue":"Springer texts in statistics","topic":"Time Series Analysis and Forecasting","field":"Computer Science","cited_by":40,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of California, Davis; University of Washington; University of Alberta; National Science Foundation","keywords":"Series (stratigraphy); Computer science; Geology","score_opus":0.009406540817254647,"score_gpt":0.24234950289324,"score_spread":0.23294296207598536,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4406865777","genre_codex":"methods","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"methods","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.000004601372,0.0016001101,0.87054944,0.00007893703,0.00006506208,0.00025850823,0.00044397454,0.00009081059,0.12690856],"genre_scores_gemma":[0.00015915831,0.00042601489,0.16838108,0.000057394816,0.00007365309,0.00004321629,0.0001574345,0.000018224106,0.8306838],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99838203,0.00002949523,0.0004709269,0.0006074113,0.0002461647,0.0002639612],"domain_scores_gemma":[0.99869937,0.00024247423,0.00023855036,0.0006031988,0.00014111507,0.00007526712],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020683972,0.00026612304,0.0005753633,0.00066366204,0.00013086581,0.00020563866,0.0006025714,0.00015681653,0.00012237155],"category_scores_gemma":[0.00006115086,0.00028175977,0.000092784765,0.00089729455,0.00008350677,0.00016327479,0.0005645542,0.0002799389,0.00007514985],"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":[0.000003754971,0.00003526578,0.00014666632,0.00026296478,0.00085114455,0.000041593354,0.0003380703,0.0005529921,0.0000055969094,0.8444491,0.007861883,0.14545093],"study_design_scores_gemma":[0.00026507,0.00006831245,0.002143138,0.0002409653,0.0017823302,0.000008005358,0.00001782453,0.22796415,0.000027739681,0.08729418,0.6788808,0.0013075061],"about_ca_topic_score_codex":0.0000120404475,"about_ca_topic_score_gemma":0.0001467214,"teacher_disagreement_score":0.75715494,"about_ca_system_score_codex":0.000102620994,"about_ca_system_score_gemma":0.00020748524,"threshold_uncertainty_score":0.99996346},"labels":[],"label_agreement":null}]}