{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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"},"query_hash":"d98741979dea","filters":{"venue":"Geological Curator"}},"results":[{"id":"W3127117445","doi":"10.55468/gc322","title":"Why palaeontologists must break the law: a polemic from an apologist.","year":2018,"lang":"en","type":"article","venue":"Geological Curator","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Legislation; Law; History; Environmental ethics; Political science; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.03620114962307411,"gpt":0.280463021723827,"spread":0.2442618721007529,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001858961,0.0001812392,0.0001658391,0.000006571031,0.000399964,0.00006406457,0.0006218199,0.0001845885,0.207813],"category_scores_gemma":[0.0001208874,0.000102772,0.00006910241,0.0001686741,0.002629517,0.0001483826,0.0003481536,0.000180897,0.005772871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001619437,"about_ca_system_score_gemma":0.000004683459,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00784546,"about_ca_topic_score_gemma":0.01580101,"domain_scores_codex":[0.9984828,0.0001596432,0.000200261,0.0004510288,0.0002411405,0.0004650813],"domain_scores_gemma":[0.9991519,0.00009663094,0.00008210126,0.0004730239,0.00001915473,0.0001771224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002999302,0.0008666914,0.4415335,0.000004259747,0.00005326349,0.00009670626,0.00117579,0.000006273924,0.01355763,0.1059736,0.4331249,0.003307436],"study_design_scores_gemma":[0.0003725758,0.000375229,0.5111767,0.000002381736,0.00001763024,0.00001965635,0.001501004,0.00009348894,0.0009517656,0.005742656,0.4794636,0.0002832828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9331972,0.00006682443,0.0001665618,0.008559427,0.000269414,0.0001720696,0.0001543687,0.0001736191,0.05724049],"genre_scores_gemma":[0.9768433,0.00001334013,0.00006007873,0.02261715,0.0002010821,0.0000333612,0.00009114754,0.000006232461,0.0001343295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2020401,"threshold_uncertainty_score":0.9987614,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4300754843","doi":"10.55468/gc365","title":"Collecting invertebrate trace fossils","year":2006,"lang":"en","type":"article","venue":"Geological Curator","topic":"Geological formations and processes","field":"Earth and Planetary Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick","funders":"Natural Sciences and Engineering Research Council of Canada; University College Dublin; National Geographic Society","keywords":"Trace fossil; Geology; Paleontology; Sedimentary rock; Ichnology; TRACE (psycholinguistics); Invertebrate; Provenance; Natural (archaeology); Clastic rock; Archaeology; Ecology; Biology; Geography","retraction":null,"screen_n_in":null,"score":{"opus":0.02468877031328397,"gpt":0.2207854677835365,"spread":0.1960966974702525,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001887999,0.0001202669,0.000150315,0.0000366621,0.0003417571,0.00008275448,0.000170232,0.0001111311,0.01129777],"category_scores_gemma":[0.0001262102,0.00007593631,0.00004867675,0.000387799,0.0001060365,0.0002177428,0.00001077961,0.0001438047,0.0009906647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002138239,"about_ca_system_score_gemma":0.00002689288,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001003598,"about_ca_topic_score_gemma":0.001109828,"domain_scores_codex":[0.9990172,0.00006010147,0.0002344169,0.000202107,0.0001458729,0.0003402864],"domain_scores_gemma":[0.9995323,0.0001744844,0.00006847237,0.00009005329,0.00004605414,0.000088605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002538362,0.00003909958,0.9768129,0.00001500836,0.000006510691,0.00002339241,0.0000298038,0.002862888,0.0000351724,0.002455361,0.006623163,0.01107132],"study_design_scores_gemma":[0.0003119168,0.0002407825,0.8967724,0.000006164857,0.000009635814,0.00004057392,0.00009993578,0.01434314,0.0003102813,0.04305702,0.0445222,0.0002859738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9267293,0.0008343764,0.0003624342,0.0005324281,0.0001370326,0.0001102633,0.00002022007,0.0001354539,0.07113845],"genre_scores_gemma":[0.9973174,0.00001417463,0.001171608,0.0003758413,0.0001242982,0.000002510149,0.00004055163,0.000001093336,0.0009525383],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08004051,"threshold_uncertainty_score":0.9997872,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4293764204","doi":"10.55468/gc1503","title":"Conservation and photogrammetry of subfossil Quaternary walrus (Odobenus rosmarus) from the Bay of Fundy, Canada","year":2021,"lang":"en","type":"article","venue":"Geological Curator","topic":"Marine animal studies overview","field":"Environmental Science","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Saint Mary's University; St. Mary's University","funders":"","keywords":"Subfossil; Bay; Photogrammetry; Environmental science; Seawater; Archaeology; Fresh water; Rainwater harvesting; Salt water; Geology; Fishery; Hydrology (agriculture); Oceanography; Geography; Remote sensing; Environmental engineering; Ecology; Biology; Geotechnical engineering; Holocene","retraction":null,"screen_n_in":null,"score":{"opus":0.01868804605455634,"gpt":0.2088695665011227,"spread":0.1901815204465663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001261266,0.00009811763,0.0002101353,0.000002883362,0.00007035167,0.000007317852,0.0001638262,0.00004769283,0.002884903],"category_scores_gemma":[0.0002684915,0.00006239311,0.00003552374,0.000169578,0.0002489735,0.00003872143,0.0005047268,0.00008934871,0.000007484802],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004329557,"about_ca_system_score_gemma":0.0000388044,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9796312,"about_ca_topic_score_gemma":0.9506801,"domain_scores_codex":[0.9990421,0.000100108,0.0002413391,0.0002152377,0.0002424032,0.000158794],"domain_scores_gemma":[0.9992802,0.000334611,0.000120413,0.0001871296,0.00002247284,0.00005515631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002514889,0.00004130142,0.9686379,0.00001217506,0.0000237631,0.00002527253,0.00004004198,0.000004302286,0.001197989,0.00007068201,0.003049314,0.02687206],"study_design_scores_gemma":[0.0001680913,0.000049936,0.9799022,0.000007781389,0.00001634563,0.000003484407,0.0001480541,0.0001735967,0.00226768,0.0003188343,0.01686984,0.00007414122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962869,0.001177004,0.00001732564,0.0009711596,0.00006060907,0.00009299719,0.0000485103,0.000006575763,0.001338874],"genre_scores_gemma":[0.9982993,0.0002182187,0.0001994434,0.001167175,0.00001753204,0.000006484432,0.000007454265,0.000003294306,0.00008110057],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02895111,"threshold_uncertainty_score":0.9980266,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4300868654","doi":"10.55468/gc81","title":"Collections management at the Joggins Fossils Cliffs UNESCO World Heritage Site: a new model?","year":2011,"lang":"en","type":"article","venue":"Geological Curator","topic":"Research Data Management Practices","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nova scotia; World heritage; Legislation; Library science; Institution; Political science; Geography; World Wide Web; Archaeology; Computer science; Law; Tourism","retraction":null,"screen_n_in":null,"score":{"opus":0.1624327457558467,"gpt":0.324864461254413,"spread":0.1624317154985663,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0007565847,0.0002179491,0.0001875756,0.0001908409,0.0007843248,0.001169874,0.002808157,0.00005936139,0.0007916537],"category_scores_gemma":[0.0001460469,0.0001367257,0.0001025773,0.001786266,0.0001921025,0.005192431,0.003413545,0.0003149027,0.000666931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001100074,"about_ca_system_score_gemma":0.00006161806,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001950165,"about_ca_topic_score_gemma":0.0009290779,"domain_scores_codex":[0.997431,0.0002585709,0.000313082,0.0007539424,0.0005764242,0.0006669147],"domain_scores_gemma":[0.9977429,0.0002088916,0.0001414309,0.001573005,0.000059994,0.0002737875],"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":[0.00008502659,0.000350512,0.001902574,0.00002459617,0.0001463602,0.0002573451,0.0004426644,0.000388548,0.00007999586,0.6909259,0.3009455,0.00445097],"study_design_scores_gemma":[0.001137056,0.0003616945,0.01650641,0.00002576628,0.00007746743,0.00002662403,0.0002029272,0.05795268,0.0002623308,0.03154944,0.8912088,0.0006888293],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[0.01523175,0.0004987246,0.6271864,0.01292387,0.0004902784,0.001636555,0.00002592951,0.0006729001,0.3413337],"genre_scores_gemma":[0.3229177,0.0009006081,0.1071803,0.004169384,0.0001893011,0.000448675,0.00001988724,0.00002744131,0.5641468],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6593764,"threshold_uncertainty_score":0.999867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4300196470","doi":"10.55468/gc211","title":"Leopold McClintock - 'Arctic Fox' and his natural science collections","year":2009,"lang":"en","type":"article","venue":"Geological Curator","topic":"Evolution and Paleontology Studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Arctic; Exhibition; Irish; The arctic; Archaeology; History; Art history; Environmental ethics; Oceanography; Geology; Philosophy","retraction":null,"screen_n_in":null,"score":{"opus":0.01765943787870803,"gpt":0.2457505004385069,"spread":0.2280910625597989,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002049467,0.0001067198,0.0001484098,0.00008467198,0.0009967221,0.0000557044,0.0001496736,0.00006575756,0.0008460566],"category_scores_gemma":[0.0003957881,0.00007279564,0.00003195761,0.0005729932,0.0008662886,0.0001797491,0.00001357357,0.0001869702,0.0001061132],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006301485,"about_ca_system_score_gemma":0.00005607507,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003196599,"about_ca_topic_score_gemma":0.00407602,"domain_scores_codex":[0.9990105,0.00004775584,0.0001415054,0.0002922382,0.0001629663,0.000345027],"domain_scores_gemma":[0.9995154,0.0001476527,0.00004017383,0.00009868226,0.00007868289,0.0001194625],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002946312,0.00002096745,0.9894645,0.000002741342,0.000008175049,0.000009838846,0.00007664949,0.00001807802,0.00003634693,0.001885732,0.001741745,0.006705777],"study_design_scores_gemma":[0.0001710055,0.000258479,0.9882432,0.000003172161,0.000008481476,0.0000456068,0.00007840189,0.001104382,0.00001128137,0.003351253,0.006612158,0.0001126068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9166759,0.00557859,0.00003208025,0.004007186,0.0006223269,0.0001788467,0.00001179473,0.0001214874,0.07277185],"genre_scores_gemma":[0.9965991,0.0001020172,0.0004578,0.001537058,0.00005924894,0.000001012745,0.000003879275,4.746724e-7,0.001239385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07992328,"threshold_uncertainty_score":0.9263726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4300935642","doi":"10.55468/gc66","title":"Using the Internet and social media to bring dinosaur preparation to a wider audience","year":2012,"lang":"en","type":"article","venue":"Geological Curator","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Dinosaur Research Institute","keywords":"Outreach; The Internet; Social media; Process (computing); Excavation; Sociology; World Wide Web; Media studies; Computer science; History; Political science; Archaeology; Law","retraction":null,"screen_n_in":null,"score":{"opus":0.09793801520883613,"gpt":0.3144865427511561,"spread":0.21654852754232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001554865,0.00006806014,0.00006658622,0.000006466328,0.0001099663,0.00003207616,0.0001045495,0.00003850927,0.009661784],"category_scores_gemma":[0.0001396612,0.00004317271,0.00001699889,0.0001146616,0.0001071127,0.0001237699,0.0003160237,0.00005069437,0.0008575785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001225473,"about_ca_system_score_gemma":0.00000138504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004659978,"about_ca_topic_score_gemma":0.0001600784,"domain_scores_codex":[0.9993458,0.00003425101,0.00008862585,0.0001441681,0.000138274,0.0002488917],"domain_scores_gemma":[0.9997497,0.00004549061,0.00002422258,0.00006146031,0.000005551779,0.0001135563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001225063,0.0001916966,0.8533899,0.000008647989,0.00001443119,0.000004506418,0.02843945,0.00007737752,0.04780523,0.01145045,0.05507893,0.003416936],"study_design_scores_gemma":[0.00008215137,0.00004030149,0.9491513,0.000002623715,0.000006827488,0.00000813946,0.001715699,0.0001337837,0.001222553,0.00006891941,0.04743636,0.0001313527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956979,0.00001628963,0.0007494938,0.001215663,0.0001198444,0.0001289561,0.000006995949,0.00002115961,0.002043741],"genre_scores_gemma":[0.9980688,0.000001468467,0.0001451696,0.001619171,0.00008575908,0.00001041338,0.000002813674,0.000002149217,0.00006426098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09576144,"threshold_uncertainty_score":0.9999204,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}