{"meta":{"query_hash":"648d2521e41f","filters":{"venue":"Astronomical Society of the Pacific eBooks"},"cohort_total":11,"direct_labels_cover":0,"predictions_cover":11,"exported":11,"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/648d2521e41f","api":"https://metacan.xera.ac/api/v1/cohort?venue=Astronomical+Society+of+the+Pacific+eBooks"},"results":[{"id":"W1870384652","doi":"","title":"19th European workshop on white dwarfs : proceedings of a conference held at the Université de Montréal, Montréal, Canada 11-15 August 2014","year":2015,"lang":"en","type":"book","venue":"Astronomical Society of the Pacific eBooks","topic":"Crystal Structures and Properties","field":"Materials Science","cited_by":0,"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":"White dwarf; White (mutation); History; Library science; Geography; Astrophysics; Physics; Stars; Computer science; Chemistry","score_opus":0.009780619831569323,"score_gpt":0.16414142915411972,"score_spread":0.1543608093225504,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1870384652","genre_codex":"empirical","genre_gemma":"other","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":[0.66730595,0.0011283419,0.000009423598,0.0019871267,0.00042872955,0.0008413405,0.00083066046,0.000049436592,0.32741898],"genre_scores_gemma":[0.37508205,0.000036090587,0.00015212041,0.00008395083,0.00014478047,0.000005646009,0.000014646584,0.000053330783,0.6244274],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99810314,0.00007233366,0.00043178286,0.00043857977,0.00050296105,0.0004511981],"domain_scores_gemma":[0.9984391,0.000097119555,0.00064440165,0.00047923147,0.00015989791,0.00018028758],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00046249168,0.00039656146,0.0005195592,0.000012400527,0.00040828195,0.00006123595,0.0010833992,0.00018738933,0.00040077622],"category_scores_gemma":[0.000015731754,0.00024050438,0.00038084772,0.000022628965,0.0007905645,0.00003230773,0.0010778157,0.00041263024,0.000015495707],"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":[0.00020619151,0.000010056122,0.0002524383,0.000072597046,0.00007302912,4.138092e-7,0.002115608,0.00038331476,0.0099571105,0.00020887566,0.98630863,0.00041174443],"study_design_scores_gemma":[0.0007110042,0.00015329206,0.0011340708,0.00053352094,0.00020762069,0.000009037551,0.0071420064,0.00016289369,0.010033658,0.00034010224,0.9789716,0.0006012175],"about_ca_topic_score_codex":0.063518696,"about_ca_topic_score_gemma":0.10985534,"teacher_disagreement_score":0.2970084,"about_ca_system_score_codex":0.0014570368,"about_ca_system_score_gemma":0.00072621723,"threshold_uncertainty_score":0.9807484},"labels":[],"label_agreement":null},{"id":"W581756739","doi":"","title":"Amateur - professional partnerships in astronomy : proceedings of a meeting held at University of Toronto, Toronto, Canada 1-7 July 1999","year":2000,"lang":"en","type":"book","venue":"Astronomical Society of the Pacific 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":"Amateur; Media studies; Library science; Political science; Sociology; Law; Computer science","score_opus":0.008183183263967806,"score_gpt":0.18096312136970658,"score_spread":0.17277993810573877,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W581756739","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":[0.0853796,0.00021768981,0.000029901108,0.000036106878,0.000353614,0.00085171335,0.00050731364,0.000015051874,0.912609],"genre_scores_gemma":[0.4089437,0.0000030980718,0.006662257,0.000007311534,0.00019722272,0.000015592646,0.00009966557,0.00005847277,0.5840127],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99771076,0.000052833526,0.00083989435,0.0005036847,0.00038594776,0.00050690316],"domain_scores_gemma":[0.9982427,0.00010372307,0.0011046759,0.0003091072,0.000087885324,0.00015190635],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003039439,0.00045374932,0.0008856059,0.000013736367,0.00020563442,0.000007292378,0.0007713364,0.0002238679,0.0014783496],"category_scores_gemma":[0.0000018467991,0.00044246955,0.0006228227,0.000022249898,0.00052094145,0.000112472095,0.00040871097,0.00048144758,0.0000042103616],"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":[0.001239298,0.00092466734,0.17267683,0.0014659555,0.0030023817,6.1639076e-7,0.018757198,0.0004207668,0.0012660915,0.0066570947,0.7617633,0.03182585],"study_design_scores_gemma":[0.0012167834,0.00006215513,0.0036895955,0.0009400282,0.0001341862,2.6487098e-7,0.007825673,0.00003112115,0.001320828,0.00014325502,0.984077,0.0005591241],"about_ca_topic_score_codex":0.07836417,"about_ca_topic_score_gemma":0.032162305,"teacher_disagreement_score":0.32859632,"about_ca_system_score_codex":0.002247993,"about_ca_system_score_gemma":0.0024781593,"threshold_uncertainty_score":0.9998027},"labels":[],"label_agreement":null},{"id":"W595203356","doi":"","title":"Seeing through the dust : the detection of HI and the exploration of the ism in galaxies : proceedings of a conference held at Herzberg Institute of Astrophysics Dominion Radio Astrophysical Observatory Penticton, British Columbia, Canada 20-25 October 2001","year":2002,"lang":"en","type":"book","venue":"Astronomical Society of the Pacific eBooks","topic":"Dark Matter and Cosmic Phenomena","field":"Physics and Astronomy","cited_by":2,"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":"Dominion; Observatory; Galaxy; Astrophysics; Astronomy; Physics; History; Archaeology","score_opus":0.012562782650905055,"score_gpt":0.17437196632114257,"score_spread":0.16180918367023753,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W595203356","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9880138,0.00009950862,0.00039308402,0.00035016643,0.00028426907,0.0011962119,0.00028495167,0.0000052945106,0.0093727],"genre_scores_gemma":[0.98798573,0.00000916671,0.00010652549,0.000021836055,0.00012777939,0.000056539247,0.00001160361,0.000028787232,0.011652051],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9980542,0.00010137532,0.0008180714,0.00030657,0.00042768926,0.00029206293],"domain_scores_gemma":[0.99785966,0.00016097739,0.0013105269,0.0004489433,0.00018378996,0.00003610124],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00026843595,0.00027582768,0.000716255,0.0000075580783,0.00027631575,0.00005702919,0.00073882675,0.000076790646,0.000017671546],"category_scores_gemma":[0.0000065661284,0.00018790529,0.0005342007,0.000079981466,0.0019911337,0.00015875735,0.00045002703,0.0005903246,2.304543e-7],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023543837,0.0028411236,0.28644794,0.0055311685,0.01325617,8.057115e-7,0.14247227,0.0044706506,0.13934481,0.039160594,0.28538212,0.07873796],"study_design_scores_gemma":[0.02870435,0.0014698629,0.5285054,0.012116003,0.0056430856,0.000021483567,0.10159756,0.008872956,0.049438093,0.19433664,0.06480521,0.0044893995],"about_ca_topic_score_codex":0.07800682,"about_ca_topic_score_gemma":0.022141503,"teacher_disagreement_score":0.24205741,"about_ca_system_score_codex":0.00019719769,"about_ca_system_score_gemma":0.00043010802,"threshold_uncertainty_score":0.99570185},"labels":[],"label_agreement":null},{"id":"W611543969","doi":"","title":"Astronomical data analysis software and systems XVIII : proceedings of a workshop held at Hotel Loews Le Concorde, Québec City, QC, Canada 2-5 November 2008","year":2009,"lang":"en","type":"book","venue":"Astronomical Society of the Pacific eBooks","topic":"Astronomical Observations and Instrumentation","field":"Engineering","cited_by":2,"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":"Library science; History; Engineering; Computer science","score_opus":0.016682471424906257,"score_gpt":0.19290404706251887,"score_spread":0.17622157563761262,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W611543969","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9735956,0.00059520116,0.0033535275,0.00033521678,0.0003736678,0.0013596712,0.0022901853,0.000119493,0.017977424],"genre_scores_gemma":[0.9125289,0.000013474795,0.009060454,0.000026176438,0.00028958864,0.000036170542,0.000816558,0.00011336541,0.07711534],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99765134,0.00001669613,0.0010265983,0.0005861546,0.0002938296,0.00042536663],"domain_scores_gemma":[0.9982964,0.00016396586,0.0005721529,0.00068867666,0.00009022338,0.00018860244],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00020820585,0.0004864761,0.0010699234,0.000053867712,0.0001624632,0.00005977207,0.0008337739,0.00035246165,0.00003224308],"category_scores_gemma":[0.000013802757,0.00044950022,0.0004789394,0.00008630696,0.0004332616,0.0001336998,0.00057237357,0.00050400535,0.0000014339861],"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":[0.00014507868,0.0001284575,0.15703961,0.00077844964,0.008788797,1.5933381e-7,0.00075207086,0.06725085,0.0006882265,0.0005242985,0.75168854,0.012215437],"study_design_scores_gemma":[0.0064767045,0.00032882649,0.20612952,0.0015654039,0.007330664,0.0000073800306,0.0059194965,0.31744164,0.0016770798,0.00015941136,0.44867954,0.004284313],"about_ca_topic_score_codex":0.06882563,"about_ca_topic_score_gemma":0.108922794,"teacher_disagreement_score":0.30300903,"about_ca_system_score_codex":0.0012953135,"about_ca_system_score_gemma":0.001012839,"threshold_uncertainty_score":0.9997957},"labels":[],"label_agreement":null},{"id":"W617015874","doi":"","title":"Astrophysics in the far ultraviolet : five years of discovery with fuse : proceedings of a conference held at University of Victoria, Victoria, British Columbia, Canada, 2-6 August 2004","year":2006,"lang":"en","type":"book","venue":"Astronomical Society of the Pacific eBooks","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":2,"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":"Fuse (electrical); Library science; History; Engineering; Computer science","score_opus":0.0033680338353295246,"score_gpt":0.14643398105905242,"score_spread":0.1430659472237229,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W617015874","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.92667943,0.000017328346,0.00056916237,0.000011050692,0.00020617362,0.00079040136,0.0029205682,0.0000064387978,0.068799466],"genre_scores_gemma":[0.8161485,6.841475e-7,0.0017362447,0.000003310796,0.00010999553,0.0000058286555,0.00011206775,0.000030926705,0.1818524],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9983246,0.000039520557,0.0005423134,0.00037217568,0.0004042666,0.00031717328],"domain_scores_gemma":[0.99828446,0.00011035209,0.0010684767,0.0003155386,0.00016155712,0.000059594207],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00015513608,0.0002587298,0.00073537347,0.000015905693,0.0001273521,0.000031284097,0.0008196089,0.00014606568,0.00008407824],"category_scores_gemma":[0.0000015137837,0.0002929684,0.0004047166,0.000063363754,0.0008806489,0.00007836188,0.00020087294,0.0004918214,6.2186535e-7],"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":[0.000734574,0.001607658,0.3734073,0.0013096244,0.0037455978,0.0000035205921,0.025717545,0.0011391004,0.0028907047,0.0060484377,0.57199156,0.011404347],"study_design_scores_gemma":[0.008783638,0.00090104085,0.25878856,0.005210698,0.0012644696,0.0000037861382,0.046849784,0.000048267808,0.002168219,0.0021903806,0.671105,0.0026861653],"about_ca_topic_score_codex":0.2913945,"about_ca_topic_score_gemma":0.09570803,"teacher_disagreement_score":0.19568647,"about_ca_system_score_codex":0.00051431666,"about_ca_system_score_gemma":0.0018989571,"threshold_uncertainty_score":0.99995226},"labels":[],"label_agreement":null},{"id":"W618573497","doi":"","title":"Astronomical polarimetry 2008 : science from small to large telescopes : proceedings of a workshop held at Fairmont Le Manoir Richelieu, La Malbaie, Quebec, Canada, 6-11 July 2008","year":2011,"lang":"en","type":"book","venue":"Astronomical Society of the Pacific eBooks","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":0,"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":"Polarimetry; Astronomy; Physics; Library science; Optics; Computer science","score_opus":0.010037907593886264,"score_gpt":0.1761470867769547,"score_spread":0.16610917918306844,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W618573497","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6338744,0.0009430001,0.008520106,0.000789989,0.0011988002,0.0041362387,0.0022607057,0.00084533,0.34743142],"genre_scores_gemma":[0.62856305,0.000009512389,0.033125326,0.000116228264,0.00034927326,0.00007221979,0.00006857959,0.00022840778,0.33746737],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975883,0.000020062791,0.00071957725,0.0005641983,0.0004657586,0.0006421356],"domain_scores_gemma":[0.998708,0.00008066371,0.0002937878,0.00046969706,0.00013189961,0.00031594592],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00041378714,0.0005023115,0.0007101452,0.00008536688,0.00018060941,0.00006204614,0.0010979226,0.00041657584,0.00006679434],"category_scores_gemma":[0.00002188361,0.0004667009,0.0005000203,0.00008849928,0.0005406416,0.00009213677,0.00058727554,0.00060741726,0.000008223321],"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":[0.000084209576,0.00011605461,0.003783322,0.00021002193,0.00039286274,2.5113158e-7,0.0012957472,0.00014676148,0.034573335,0.0011929545,0.95627135,0.0019331452],"study_design_scores_gemma":[0.00087221444,0.00005574092,0.014080095,0.00075582316,0.00018179938,0.0000012991467,0.0009260072,0.00042220383,0.17721802,0.00012541194,0.80425286,0.0011085261],"about_ca_topic_score_codex":0.032089688,"about_ca_topic_score_gemma":0.12056444,"teacher_disagreement_score":0.15201847,"about_ca_system_score_codex":0.0013439194,"about_ca_system_score_gemma":0.0016422811,"threshold_uncertainty_score":0.99977845},"labels":[],"label_agreement":null},{"id":"W621263147","doi":"","title":"Astronomical data analysis software and systems XI : proceedings of a meeting held at Victoria, British Columbia, Canada, 30 September - 3 October 2001","year":2002,"lang":"en","type":"book","venue":"Astronomical Society of the Pacific eBooks","topic":"Astronomical Observations and Instrumentation","field":"Engineering","cited_by":0,"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":"Library science; Geography; History; Computer science","score_opus":0.01238568846869304,"score_gpt":0.17513556219655116,"score_spread":0.16274987372785812,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W621263147","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9723518,0.00027992256,0.00035925672,0.000022831862,0.00050708523,0.0008702607,0.0034559048,0.00008108059,0.022071874],"genre_scores_gemma":[0.65917754,0.000022034232,0.013706303,0.000015095682,0.0007075395,0.000084033,0.001158647,0.00023334297,0.3248955],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99747247,0.000020893942,0.0010659168,0.0006058891,0.000340248,0.0004945709],"domain_scores_gemma":[0.9984468,0.00012984434,0.00056430453,0.0005569336,0.00010417313,0.00019795143],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00026232025,0.00035462042,0.0009897319,0.000028570166,0.00019026897,0.00017076133,0.0006839539,0.00035536996,0.0003080043],"category_scores_gemma":[0.00001356583,0.00045562652,0.0004489842,0.00007563893,0.00031022244,0.00012970083,0.00058742304,0.0004785951,0.0000040076434],"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":[0.000008589999,0.000035486704,0.264552,0.0005960956,0.0041632983,1.0233113e-7,0.0001866382,0.008073268,0.00019272859,0.000014590353,0.7199337,0.0022435158],"study_design_scores_gemma":[0.0028843419,0.00016290456,0.24045868,0.002026543,0.0068521383,0.000007921764,0.0024096095,0.32713145,0.00022135906,0.00006252945,0.41490096,0.0028815595],"about_ca_topic_score_codex":0.0789741,"about_ca_topic_score_gemma":0.1009067,"teacher_disagreement_score":0.31905818,"about_ca_system_score_codex":0.0011963024,"about_ca_system_score_gemma":0.000228295,"threshold_uncertainty_score":0.99978954},"labels":[],"label_agreement":null},{"id":"W621797398","doi":"","title":"Four decades of research on massive stars : proceedings of a scientific meeting in honor of Anthony F.J. Moffat held at Auberge du Lac Taureau, St-Michel-des-Saints, Québec, Canada, 11-15 July 2011","year":2012,"lang":"en","type":"book","venue":"Astronomical Society of the Pacific eBooks","topic":"Stellar, planetary, and galactic studies","field":"Physics and Astronomy","cited_by":3,"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":"Honor; Art history; Cartography; History; Geography; Computer science","score_opus":0.02574855729700324,"score_gpt":0.24036254188126044,"score_spread":0.2146139845842572,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W621797398","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8680139,0.0004587095,0.0000037714792,0.00036030365,0.0003883649,0.0010622614,0.0010128313,0.000009615715,0.1286902],"genre_scores_gemma":[0.9177233,0.000008591622,0.0004735166,0.0000057853254,0.00023649594,0.000027070411,0.00005610316,0.00005381237,0.08141532],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9966659,0.000098508346,0.0010287386,0.0006103029,0.0008174581,0.0007790846],"domain_scores_gemma":[0.9968523,0.00089497847,0.0011592692,0.00046308164,0.00046942182,0.00016094965],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001364108,0.00046761715,0.0011086955,0.000119544085,0.00032449648,0.000022497918,0.0007355007,0.00023158858,0.00014845721],"category_scores_gemma":[0.000043059204,0.0003829991,0.00062043936,0.00010147781,0.0020693443,0.00005318306,0.0005150234,0.0007659212,0.0000061686983],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00019711994,0.00015904078,0.7506792,0.00052707375,0.00076270214,1.6305785e-7,0.0038446395,0.000078278936,0.00094954635,0.00041670408,0.24181165,0.000573868],"study_design_scores_gemma":[0.006501132,0.0010482058,0.6465749,0.008079842,0.0016844461,0.0000037149948,0.040050402,0.00060738996,0.08371501,0.0037047071,0.204985,0.003045239],"about_ca_topic_score_codex":0.18994139,"about_ca_topic_score_gemma":0.054162055,"teacher_disagreement_score":0.13577934,"about_ca_system_score_codex":0.0007101583,"about_ca_system_score_gemma":0.0015054437,"threshold_uncertainty_score":0.9998622},"labels":[],"label_agreement":null},{"id":"W643134568","doi":"","title":"Cosmic flows 1999 : towards an understanding of large-scale structure : proceedings of a conference held on the Campus of the University of Victoria, on the Island of Vancouver British Columbia, Canada 13-17 July 1999","year":2000,"lang":"en","type":"book","venue":"Astronomical Society of the Pacific eBooks","topic":"History and Developments in Astronomy","field":"Physics and Astronomy","cited_by":2,"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":"Scale (ratio); Columbia university; Geography; Library science; Media studies; Sociology; Cartography; Computer science","score_opus":0.006687185060930124,"score_gpt":0.16347092709993086,"score_spread":0.15678374203900072,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W643134568","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.8267558,0.000022229271,0.00032436108,0.00005098319,0.00056126586,0.001251719,0.006107676,0.0000069264834,0.164919],"genre_scores_gemma":[0.9553911,0.000001129503,0.00024161568,0.000013402276,0.00007027892,0.0000031883346,0.000022237666,0.000024213756,0.04423282],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99820924,0.000078169774,0.0005982203,0.00033961236,0.00047626114,0.0002985074],"domain_scores_gemma":[0.9978491,0.00017010726,0.0012685359,0.0004974611,0.00014789397,0.0000668911],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002701805,0.0002830882,0.0007389034,0.000015585316,0.0003260731,0.000016888967,0.0010733795,0.000180079,0.00055124104],"category_scores_gemma":[0.000003992762,0.00022541193,0.0005573667,0.00006140285,0.0010722148,0.000038161565,0.0002022241,0.0006596859,2.418214e-7],"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":[0.00057461334,0.0006206154,0.037472088,0.000711486,0.0034772125,2.453026e-7,0.028912915,0.0011198841,0.0016213289,0.0065606567,0.91473883,0.0041900915],"study_design_scores_gemma":[0.009658712,0.0016225411,0.035905994,0.009699913,0.002362693,0.0000025137097,0.1764635,0.0010819889,0.019059127,0.028143097,0.71288556,0.0031143888],"about_ca_topic_score_codex":0.054435782,"about_ca_topic_score_gemma":0.112705894,"teacher_disagreement_score":0.20185332,"about_ca_system_score_codex":0.00043061105,"about_ca_system_score_gemma":0.0019532426,"threshold_uncertainty_score":0.9518608},"labels":[],"label_agreement":null},{"id":"W655730883","doi":"","title":"Interacting winds from massive stars : proceedings of a workshop held at Les Îles-de-la-Madeleine, Québec, Canada, 10-14 July 2000","year":2002,"lang":"en","type":"book","venue":"Astronomical Society of the Pacific eBooks","topic":"Astro and Planetary Science","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; Humanities; Political science; Astronomy; Physics; Art","score_opus":0.007245311341856571,"score_gpt":0.18245614140170338,"score_spread":0.1752108300598468,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W655730883","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":[0.46363145,0.00023221641,0.00020900521,0.00063138176,0.0003556816,0.00071945036,0.0030122122,0.000034185065,0.5311744],"genre_scores_gemma":[0.57425374,9.883379e-7,0.0012025767,0.000015676978,0.00032769638,0.000009626297,0.000092409544,0.000036116722,0.42406118],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9978896,0.000043574164,0.00063530594,0.0005224634,0.0003847503,0.0005243351],"domain_scores_gemma":[0.99775285,0.0006846628,0.00097374653,0.0003146465,0.00008725743,0.00018684],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002042503,0.0004745852,0.00068084395,0.000023544751,0.0002589487,0.000049312872,0.0008535379,0.00024646486,0.0014990944],"category_scores_gemma":[0.000010006784,0.00039883846,0.0006615465,0.000037954615,0.0006394943,0.000071401664,0.00030288927,0.0009939283,0.00001394738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000102711325,0.000062134925,0.04796214,0.00006734455,0.00087243033,3.7363125e-7,0.0038979105,0.0010298195,0.0014031881,0.00009289009,0.93363553,0.0108735],"study_design_scores_gemma":[0.0017454388,0.00019766453,0.014901883,0.0020747995,0.0007707161,0.0000027017695,0.014566393,0.006807654,0.0049907705,0.00046447228,0.9515299,0.0019476024],"about_ca_topic_score_codex":0.15521137,"about_ca_topic_score_gemma":0.012529812,"teacher_disagreement_score":0.14268157,"about_ca_system_score_codex":0.0007046984,"about_ca_system_score_gemma":0.0016414665,"threshold_uncertainty_score":0.99984634},"labels":[],"label_agreement":null},{"id":"W659105342","doi":"","title":"The dynamic interstellar medium : a celebration of the Canadian galactic plane survey : proceedings of a conference held at the Naramata Centre, Naramata, British Columbia, Canada, 6-10 June 2010","year":2010,"lang":"en","type":"book","venue":"Astronomical Society of the Pacific eBooks","topic":"Astronomy and Astrophysical Research","field":"Physics and Astronomy","cited_by":4,"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":"Galactic plane; Interstellar medium; Astrophysics; Astronomy; Physics; Galaxy; History","score_opus":0.006767256101025926,"score_gpt":0.18963383458488028,"score_spread":0.18286657848385435,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W659105342","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.91944164,0.000119036835,0.00012543726,0.005518499,0.00205763,0.0047957893,0.013172916,0.000022630376,0.054746423],"genre_scores_gemma":[0.6772278,0.0000011669629,0.00003577153,0.000010261391,0.00011345514,0.000021493917,0.00016703071,0.00003526078,0.32238773],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.996964,0.00015584433,0.00082484726,0.00049787073,0.0007635909,0.00079389807],"domain_scores_gemma":[0.9966589,0.00067372125,0.0011445166,0.00080584193,0.0004469861,0.00027002222],"candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00075163663,0.0003808341,0.00068915554,0.0000142042945,0.000986525,0.00027663252,0.0020463734,0.000277837,0.00055730244],"category_scores_gemma":[0.000042807886,0.00028065545,0.0007037456,0.00008233239,0.0023979906,0.0000571704,0.0007248337,0.0018303789,0.000008133569],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":true,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00021442326,0.00020269124,0.090753525,0.00024994256,0.0021037434,2.8987517e-7,0.0015613177,0.00004287759,0.0020364576,0.0007444598,0.88633573,0.015754564],"study_design_scores_gemma":[0.0057192883,0.000714723,0.47493023,0.0043769656,0.0018510041,0.000012884405,0.02422935,0.007106123,0.022666482,0.0045949104,0.44972187,0.0040761754],"about_ca_topic_score_codex":0.88479805,"about_ca_topic_score_gemma":0.98832136,"teacher_disagreement_score":0.43661386,"about_ca_system_score_codex":0.00063986244,"about_ca_system_score_gemma":0.005793444,"threshold_uncertainty_score":0.99996454},"labels":[],"label_agreement":null}]}