{"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":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.97954917,0.00015519059,0.0011606155,0.015000993,0.0010736125,0.00032786914,0.000002672717,0.00003757282,0.0026923183],"genre_scores_gemma":[0.99564075,0.000025700187,0.0007693807,0.0009453912,0.0008034151,0.000054228512,0.000011673699,0.00001748215,0.0017319579],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9975008,0.00075937127,0.0003317554,0.00033391744,0.0004362161,0.00063795067],"domain_scores_gemma":[0.9985143,0.0004397509,0.00023111847,0.00015982492,0.00009765813,0.00055733556],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0034058646,0.00020771535,0.00017446547,0.0004030111,0.0018833908,0.0008367661,0.0006515927,0.00005427316,0.0007551802],"category_scores_gemma":[0.0001552886,0.00016110562,0.00007621987,0.0006952147,0.00008653345,0.00068868755,0.00007023186,0.0009167889,0.00012673067],"study_design_candidate":"qualitative","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":[0.000035873203,0.00032690968,0.33536708,0.0000024041904,0.00006699428,2.8191775e-7,0.22203162,0.011114322,0.00017775402,0.00057316513,0.020233931,0.41006967],"study_design_scores_gemma":[0.00022721903,0.0000818738,0.108699955,0.000044842564,0.000008737691,0.0000034267991,0.51129085,0.00002041312,0.000011696148,0.000028818873,0.37943363,0.00014851122],"about_ca_topic_score_codex":0.0006215445,"about_ca_topic_score_gemma":0.00013575221,"teacher_disagreement_score":0.40992114,"about_ca_system_score_codex":0.0005441805,"about_ca_system_score_gemma":0.0017702894,"threshold_uncertainty_score":0.999416},"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":"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":[0.9696567,0.00046521038,0.0027304145,0.013656082,0.002359249,0.00044950048,0.000030432646,0.00010596943,0.01054642],"genre_scores_gemma":[0.9824823,0.00003469061,0.011267699,0.00014115895,0.0019080646,0.00007314917,0.000060605566,0.000023401892,0.0040089134],"study_design_codex":"observational","study_design_gemma":"qualitative","domain_scores_codex":[0.99796844,0.00036623093,0.00042172096,0.0003212985,0.00030202852,0.00062029116],"domain_scores_gemma":[0.99849397,0.00021669955,0.00048171036,0.00013792918,0.0002946828,0.00037503452],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0012138484,0.00016706841,0.00019945797,0.00048297405,0.0008455785,0.0004549437,0.00032771117,0.00006785499,0.0034423878],"category_scores_gemma":[0.0006399187,0.0001724081,0.000088614914,0.00094070245,0.00012523425,0.0006746769,0.00003803313,0.0004406892,0.00014823109],"study_design_candidate":"qualitative","study_design_consensus":null,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000039720275,0.0003216785,0.47638792,0.000005957245,0.00007075516,0.0000027843505,0.16452232,0.000053902277,0.0003365888,0.00040372883,0.019462226,0.33839244],"study_design_scores_gemma":[0.00055628025,0.000038605802,0.1430591,0.00014117837,0.000022669563,0.000008925773,0.6054885,0.000029603949,0.00009293635,0.00049947365,0.24979524,0.00026751857],"about_ca_topic_score_codex":0.027051777,"about_ca_topic_score_gemma":0.0024285815,"teacher_disagreement_score":0.44096616,"about_ca_system_score_codex":0.00044137807,"about_ca_system_score_gemma":0.004196803,"threshold_uncertainty_score":0.9974686},"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":"methods","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":[0.31080148,0.00024125628,0.68336976,0.0007465358,0.0027216612,0.0009226965,0.000023278013,0.00015005816,0.00102327],"genre_scores_gemma":[0.8874323,0.0000103378225,0.108372934,0.00010259837,0.002263527,0.00080201734,0.00059460907,0.000061710394,0.00035997463],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.9988098,0.000040326213,0.0005075228,0.00027086004,0.0001115466,0.0002599565],"domain_scores_gemma":[0.9991805,0.00005208353,0.00011948991,0.00020836487,0.00019181345,0.00024773483],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000226475,0.00021752043,0.00015865694,0.00027610952,0.00016359189,0.00041750562,0.00019206741,0.000072915,0.00018486052],"category_scores_gemma":[0.00001256581,0.00022988269,0.000106303065,0.00017316344,0.000028997421,0.0019060036,0.000014574439,0.00030617326,0.00008238507],"study_design_candidate":"design_other","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":[0.00002779496,0.00015830858,0.00122791,0.00005534125,0.00008952616,2.495171e-8,0.00058862264,0.014256208,0.0007317292,0.0019723075,0.01355375,0.9673385],"study_design_scores_gemma":[0.0005302348,0.00015270097,0.004070393,0.0001413269,0.000094190844,0.000024320858,0.0049319626,0.12043649,0.00094732083,0.000823549,0.8674873,0.00036020592],"about_ca_topic_score_codex":0.000008316304,"about_ca_topic_score_gemma":0.000005623825,"teacher_disagreement_score":0.96697825,"about_ca_system_score_codex":0.0008498095,"about_ca_system_score_gemma":0.001948985,"threshold_uncertainty_score":0.93743443},"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":"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":[0.63238,0.0004916468,0.3537369,0.0008682254,0.0036531135,0.00011539428,0.000008679276,0.00014875815,0.00859725],"genre_scores_gemma":[0.9640258,0.000022672457,0.03436075,0.000023980809,0.00067564676,0.000023821067,0.000031676453,0.00001723534,0.0008184312],"study_design_codex":"design_other","study_design_gemma":"not_applicable","domain_scores_codex":[0.999429,0.000012921048,0.00022698502,0.00009404458,0.0000746443,0.00016242826],"domain_scores_gemma":[0.9996856,0.000013561229,0.0000245002,0.00008013022,0.000047769365,0.00014845886],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000832448,0.00009642737,0.00007062446,0.0001029383,0.00007059995,0.00030945303,0.00009770638,0.000027120834,0.0017453353],"category_scores_gemma":[0.0000055678292,0.00009632763,0.00004875908,0.000113051006,0.000018860319,0.00065236515,0.000007978026,0.00023404876,0.00031780446],"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":[0.0000025428712,0.000037137514,0.0039851665,0.000024007379,0.00007644289,4.0655001e-7,0.0003058137,0.008766208,0.0010302974,0.0061159316,0.050380956,0.9292751],"study_design_scores_gemma":[0.00022614376,0.000069539434,0.065374315,0.0001950314,0.00004698064,0.00006763121,0.0020189402,0.028575571,0.0013834247,0.001261032,0.90045965,0.000321716],"about_ca_topic_score_codex":0.0000036054846,"about_ca_topic_score_gemma":0.0000011128527,"teacher_disagreement_score":0.92895335,"about_ca_system_score_codex":0.00016676461,"about_ca_system_score_gemma":0.00039472056,"threshold_uncertainty_score":0.9991672},"labels":[],"label_agreement":null}]}