{"meta":{"query_hash":"81fff98493f1","filters":{"venue":"Astronomical Society of the Pacific Conference Series 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/81fff98493f1","api":"https://metacan.xera.ac/api/v1/cohort?venue=Astronomical+Society+of+the+Pacific+Conference+Series+eBooks"},"results":[{"id":"W2980271978","doi":"","title":"Gearing Up for the Next 125 Years: Where Should Astronomy EPO and the ASP be Heading?","year":2014,"lang":"en","type":"book-chapter","venue":"Astronomical Society of the Pacific Conference Series eBooks","topic":"Technology Assessment and Management","field":"Engineering","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":"Outreach; Heading (navigation); Dialog box; Craft; Quarter (Canadian coin); Astronomy; Library science; Art history; Political science; Visual arts; History; Engineering; Art; Physics; Computer science; Law; World Wide Web; Archaeology; Aerospace engineering","score_opus":0.03049042574604497,"score_gpt":0.21548393322433226,"score_spread":0.1849935074782873,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2980271978","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.02321288,0.003556559,0.39736083,0.037058298,0.0068034837,0.013771625,0.00048477438,0.0017647503,0.5159868],"genre_scores_gemma":[0.8107502,0.000148338,0.0041823494,0.00006269413,0.00023531228,0.0001732255,0.000013382241,0.00009895893,0.18433556],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988484,0.000017434922,0.00035732475,0.00029550563,0.00013914314,0.00034221407],"domain_scores_gemma":[0.9988385,0.00023153645,0.00017911049,0.00067411066,0.000033399778,0.000043330354],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00031686373,0.0003657462,0.00048069176,0.000018800949,0.00024341307,0.0001300832,0.00072269305,0.000301382,0.00006781579],"category_scores_gemma":[0.00000527541,0.00022990079,0.0004167482,0.000009262667,0.0014079057,0.000054935732,0.0004661093,0.0006811805,0.0000035015237],"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":[0.000097580334,0.0000053923995,0.00010825218,0.00024898304,0.0017467778,6.7196744e-8,0.0022263827,0.0003759926,0.00018868227,0.7826142,0.019219598,0.1931681],"study_design_scores_gemma":[0.0010095581,0.00007678704,0.00030717428,0.00017983458,0.0003755881,0.0000013226797,0.0036997655,0.0035419383,0.0002473851,0.008926413,0.981233,0.00040121083],"about_ca_topic_score_codex":0.000019151737,"about_ca_topic_score_gemma":0.000042246407,"teacher_disagreement_score":0.9620134,"about_ca_system_score_codex":0.000071932656,"about_ca_system_score_gemma":0.000046820544,"threshold_uncertainty_score":0.93750817},"labels":[],"label_agreement":null},{"id":"W599334077","doi":"","title":"Massive stars in interacting binaries : proceedings of a workshop held at Hotel Sacacomie, Mauricie, Quebec, Canada, 16-20 August 2004","year":2007,"lang":"en","type":"book","venue":"Astronomical Society of the Pacific Conference Series eBooks","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Stars; Geography; Library science; History; Archaeology; Astronomy; Physics; Computer science","score_opus":0.010403848969013859,"score_gpt":0.20266323354849283,"score_spread":0.19225938457947897,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W599334077","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":[0.24371628,0.00009595249,0.0012102828,0.00039011735,0.0011816018,0.0015867504,0.00079966476,0.000042607004,0.75097674],"genre_scores_gemma":[0.4156464,7.4363857e-7,0.002119251,0.000014182175,0.00012600483,0.000039013903,0.000080992664,0.000046800946,0.5819266],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9971077,0.000029130333,0.0011358173,0.0006260579,0.000395333,0.000705968],"domain_scores_gemma":[0.99766934,0.00023322721,0.0013282667,0.0003793436,0.00022353389,0.00016631458],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00025259636,0.0006503844,0.001032543,0.000074204494,0.0002635427,0.00006477684,0.0008369328,0.00029012916,0.0009811315],"category_scores_gemma":[0.000011101098,0.0006015713,0.00046497086,0.0000828964,0.0011350715,0.00018364306,0.0006641635,0.0011380129,0.0000042658135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0015026258,0.00033943716,0.08781251,0.0008984781,0.0024447918,0.000001763551,0.023901932,0.0006319679,0.0022468201,0.013973573,0.82652116,0.03972495],"study_design_scores_gemma":[0.0020064753,0.00011951891,0.005846471,0.0030180293,0.00027369428,0.0000017846178,0.07028519,0.00006303781,0.013435147,0.0018994792,0.9009431,0.0021080934],"about_ca_topic_score_codex":0.038336776,"about_ca_topic_score_gemma":0.11942279,"teacher_disagreement_score":0.17193013,"about_ca_system_score_codex":0.0022630708,"about_ca_system_score_gemma":0.0040406017,"threshold_uncertainty_score":0.9999321},"labels":[],"label_agreement":null}]}