{"meta":{"query_hash":"cb1425bba503","filters":{"venue":"Astronomy Education Journal"},"cohort_total":4,"direct_labels_cover":0,"predictions_cover":4,"exported":4,"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/cb1425bba503","api":"https://metacan.xera.ac/api/v1/cohort?venue=Astronomy+Education+Journal"},"results":[{"id":"W4387345811","doi":"10.32374/aej.2023.3.1.037ra","title":"PD Days Under the Moon: Teaching Lunar Phases to In-Service Teachers by Doing Astronomy Like Astronomers Do and its Impact on Their Students’ Learning","year":2023,"lang":"en","type":"article","venue":"Astronomy Education Journal","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Astronomy; Curriculum; Mathematics education; Plan (archaeology); Physics; Psychology; Earth science; Pedagogy; Geology; Geography; Archaeology","score_opus":0.032926938300846795,"score_gpt":0.40847714258192347,"score_spread":0.37555020428107666,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387345811","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.994491,0.00007843233,0.00087750953,0.0002572678,0.000019107902,0.00012805147,0.000010354265,0.00004963251,0.0040887934],"genre_scores_gemma":[0.9933884,0.00020565333,0.0037509876,0.00011938475,0.000008554689,0.00015460205,0.000024504325,0.000016800574,0.0023310941],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.9981341,0.0009714161,0.00005167338,0.0002526641,0.00029769007,0.0002924831],"domain_scores_gemma":[0.99412423,0.0029442888,0.00040014417,0.00036690693,0.00038658048,0.0017779031],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0026625937,0.00035237864,0.00046782548,0.00046869315,0.0018772259,0.0022267322,0.0012504875,0.0007121718,0.0021594327],"category_scores_gemma":[0.0070232325,0.00030388407,0.00030056707,0.0003632218,0.0020825318,0.0009949252,0.003789986,0.0013956651,0.00049203954],"study_design_candidate":"observational","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":[0.0024921817,0.034776516,0.07360996,0.0013845254,0.000074221585,0.0016644334,0.351362,0.0012598616,0.031284045,0.0039740154,0.0064123077,0.49170595],"study_design_scores_gemma":[0.0014995243,0.042390086,0.30692324,0.00076322514,0.00028597572,0.0021855643,0.4953547,0.006602568,0.03373461,0.008092333,0.10193965,0.00022856033],"about_ca_topic_score_codex":0.004828947,"about_ca_topic_score_gemma":0.007241914,"teacher_disagreement_score":0.004828947,"about_ca_system_score_codex":0.0015443858,"about_ca_system_score_gemma":0.002811344,"threshold_uncertainty_score":0.014081359},"labels":[],"label_agreement":null},{"id":"W4387673342","doi":"10.32374/aej.2023.3.1.042aep","title":"Promoting perspective-taking in astronomy by casting images from a phone or tablet up unto a screen","year":2023,"lang":"en","type":"article","venue":"Astronomy Education Journal","topic":"Geography Education and Pedagogy","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Perspective (graphical); Point (geometry); Computer science; Geocentric model; Observer (physics); Resource (disambiguation); Phone; Space (punctuation); Computer graphics (images); Multimedia; Astronomy; Artificial intelligence; Physics; Mathematics","score_opus":0.0382002809900753,"score_gpt":0.3715291034612696,"score_spread":0.33332882247119433,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387673342","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.15437856,0.113629825,0.17743964,0.022817774,0.0020944579,0.0010605407,0.00026575336,0.0016136421,0.52669984],"genre_scores_gemma":[0.5368198,0.1704804,0.24598813,0.005419534,0.0012249928,0.0008787242,0.0002526949,0.0003491096,0.038586672],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9977253,0.0011541712,0.000121967954,0.00019940492,0.0005865125,0.00021277311],"domain_scores_gemma":[0.99409497,0.004301117,0.00053611636,0.00024467128,0.0004726854,0.0003503665],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023468973,0.0007781761,0.000523738,0.0028173525,0.0013002062,0.0040643415,0.0013555256,0.0017268627,0.012039353],"category_scores_gemma":[0.007222185,0.0003587669,0.0007746573,0.0020961084,0.0023594743,0.00513702,0.004349432,0.0016415728,0.004045602],"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":[0.000060718314,0.00081038824,0.0056472984,0.012102464,0.00005808758,0.0012254125,0.05525011,0.00051334786,0.009924853,0.0315967,0.026572818,0.8562379],"study_design_scores_gemma":[0.00007371144,0.00045593752,0.01838106,0.011258448,0.00017432103,0.002709204,0.035854984,0.0006148636,0.007580675,0.018895853,0.90389156,0.00010934625],"about_ca_topic_score_codex":0.0013051131,"about_ca_topic_score_gemma":0.0046652867,"teacher_disagreement_score":0.012039353,"about_ca_system_score_codex":0.0009275962,"about_ca_system_score_gemma":0.0018915047,"threshold_uncertainty_score":0.040275693},"labels":[],"label_agreement":null},{"id":"W4403387582","doi":"10.32374/aej.aecon.2023.110aepw","title":"Skynet Cluster Pro Plus: An Interactive Web Application for Stellar Astronomy Education","year":2024,"lang":"en","type":"article","venue":"Astronomy Education Journal","topic":"Astronomical Observations and Instrumentation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Astronomy; Astrophysics; Physics; Open cluster; Cluster (spacecraft); World Wide Web; Computer science; Stars","score_opus":0.00891017588563978,"score_gpt":0.2703089530096719,"score_spread":0.2613987771240321,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403387582","genre_codex":"software","genre_gemma":"software","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"software","genre_consensus":"software","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010093493,0.00035885168,0.18876395,0.0005724882,0.00026847186,0.0006239652,0.04347595,0.656645,0.09919781],"genre_scores_gemma":[0.10224478,0.0012135396,0.371009,0.0015836576,0.00041246688,0.0028364633,0.12844382,0.16148359,0.23077267],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.9996433,0.00005372466,0.00002686785,0.00006309886,0.00016831912,0.000044776523],"domain_scores_gemma":[0.9986059,0.00062294584,0.00006917641,0.00016041701,0.00034700774,0.00019456832],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008339651,0.0010817318,0.00065653265,0.001673957,0.00037416338,0.0011360191,0.0018615758,0.0006715427,0.1865441],"category_scores_gemma":[0.002562885,0.00063617754,0.0005737443,0.0011203827,0.00021060013,0.0023091226,0.0021105062,0.00095289596,0.07747136],"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":[0.0006652374,0.00027051294,0.0026767543,0.000684908,0.0000459383,0.0002982457,0.00035878294,0.001737917,0.0086757615,0.0047331583,0.8091132,0.17073947],"study_design_scores_gemma":[0.0005257608,0.00014814497,0.009897114,0.00027084994,0.000053051415,0.00054047327,0.0001715103,0.03989684,0.01764358,0.014973441,0.91569585,0.00018334473],"about_ca_topic_score_codex":0.0018000244,"about_ca_topic_score_gemma":0.0038999133,"teacher_disagreement_score":0.1865441,"about_ca_system_score_codex":0.0005076726,"about_ca_system_score_gemma":0.0007419607,"threshold_uncertainty_score":0.62405217},"labels":[],"label_agreement":null},{"id":"W4403387594","doi":"10.32374/aej.aecon.2023.001preface","title":"AstroEdu Conference 2023 - Preface","year":2024,"lang":"en","type":"article","venue":"Astronomy Education Journal","topic":"Astronomical Observations and Instrumentation","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":"Environmental science","score_opus":0.010893261251630188,"score_gpt":0.23674695102154356,"score_spread":0.22585368976991338,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4403387594","genre_codex":"other","genre_gemma":"editorial","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"editorial","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.004948038,0.010338949,0.0014711245,0.043859635,0.23256165,0.000620011,0.01497361,0.001894005,0.689333],"genre_scores_gemma":[0.00870635,0.0020462254,0.00059706304,0.0048252004,0.017750679,0.00014898487,0.007157063,0.0004992284,0.9582692],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99894065,0.00007798832,0.000034316843,0.00010791196,0.00059277983,0.00024634058],"domain_scores_gemma":[0.994544,0.00019492475,0.0001459969,0.00018149034,0.002151539,0.0027821714],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001819213,0.0009280236,0.0005439371,0.0028080868,0.0037809361,0.007778582,0.0010082292,0.002605856,0.43564114],"category_scores_gemma":[0.00301078,0.0002579732,0.0005855385,0.002016907,0.0004629119,0.0018274246,0.003032968,0.0030498512,0.24401763],"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":[0.00004016772,0.000017844115,0.00012277135,0.00004795893,0.0000015190426,0.00004769516,0.000024733637,0.00002155928,0.00018321772,0.0004776007,0.9876084,0.0114066005],"study_design_scores_gemma":[0.0000052564933,0.000013740351,0.0009447645,0.000036092722,8.322741e-7,0.000026059068,0.00007961089,0.000015034901,0.00007196361,0.00019163064,0.9986111,0.0000038605453],"about_ca_topic_score_codex":0.0075852843,"about_ca_topic_score_gemma":0.029506167,"teacher_disagreement_score":0.43564114,"about_ca_system_score_codex":0.0029727549,"about_ca_system_score_gemma":0.005045821,"threshold_uncertainty_score":0.8049894},"labels":[],"label_agreement":null}]}