{"meta":{"query_hash":"59a0931f1108","filters":{"venue":"Australasian Journal of Gifted Education"},"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/59a0931f1108","api":"https://metacan.xera.ac/api/v1/cohort?venue=Australasian+Journal+of+Gifted+Education"},"results":[{"id":"W1286444","doi":"","title":"The Gifted Puzzle - A DVD developed by the AAEGT","year":2005,"lang":"en","type":"article","venue":"Australasian Journal of Gifted Education","topic":"Oral microbiology and periodontitis research","field":"Dentistry","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":"Project commissioning; Publishing; Engineering; Advertising; Management; Media studies; Art; Sociology; Business; Economics; Literature","score_opus":0.01844740926509424,"score_gpt":0.32512984349094315,"score_spread":0.3066824342258489,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1286444","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":[0.96351385,0.0019220314,0.000060417275,0.029960802,0.0016064718,0.0002061211,0.000016476859,0.000013962029,0.002699889],"genre_scores_gemma":[0.96279395,0.00015534267,0.00038177124,0.00033874944,0.0006794071,0.000009935788,0.0000225378,0.000016324539,0.035601962],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.998446,0.00032002668,0.0005317358,0.00013280558,0.0002222089,0.00034724092],"domain_scores_gemma":[0.99871343,0.00016959416,0.00035491577,0.00027368247,0.00036327486,0.00012512672],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00083093595,0.00013863086,0.00016243075,0.00008311445,0.00059331086,0.00021168972,0.0006419434,0.00014029397,0.000845821],"category_scores_gemma":[0.00026204094,0.000080159276,0.00011632705,0.00032772662,0.00024716608,0.00030327766,0.000033737644,0.0006910506,0.00042600845],"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":[0.0001310592,0.000198023,0.011827189,0.000009237775,0.00012325082,0.000009357935,0.00045943138,0.000005537972,0.014387409,0.0002511439,0.86711645,0.105481915],"study_design_scores_gemma":[0.0004842411,0.000097361975,0.12940215,0.000057018373,0.000037783113,0.0015398404,0.0013735214,0.000005466907,0.007797725,0.00028309977,0.85878325,0.00013856277],"about_ca_topic_score_codex":0.000021751428,"about_ca_topic_score_gemma":0.0001684536,"teacher_disagreement_score":0.11757496,"about_ca_system_score_codex":0.00011989324,"about_ca_system_score_gemma":0.000642324,"threshold_uncertainty_score":0.9261147},"labels":[],"label_agreement":null},{"id":"W2981170963","doi":"10.21505/ajge.2019.0016","title":"Book Review: Pfeiffer, S. I., Shaunessy-Dedrick, E., & Foley-Nicpon, M. (Eds.). (2018). APA handbooks in psychology: APA handbook of giftedness and talent. Washington, DC: American Psychological Association.","year":2019,"lang":"en","type":"article","venue":"Australasian Journal of Gifted Education","topic":"Psychology of Development and Education","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Western University","funders":"","keywords":"Perfectionism (psychology); Foley; Psychology; Association (psychology); Publishing; Gifted education; Identification (biology); Library science; Clinical psychology; Pedagogy; Political science; Medicine; Psychotherapist; Law","score_opus":0.01701543798412505,"score_gpt":0.3431384146484566,"score_spread":0.3261229766643316,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2981170963","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":[0.83973485,0.13415769,0.00011895418,0.013855,0.007319024,0.0009185119,0.000012344776,0.000038597853,0.0038450302],"genre_scores_gemma":[0.8254764,0.08585388,0.0065237097,0.030905444,0.0014117389,0.0002640279,0.00030177945,0.00019755628,0.04906547],"study_design_codex":"not_applicable","study_design_gemma":"observational","domain_scores_codex":[0.99551827,0.0006658763,0.001896868,0.0007027443,0.0005085512,0.0007076635],"domain_scores_gemma":[0.99550647,0.00027712708,0.0027136726,0.0006873818,0.00049753906,0.0003178211],"candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0017287678,0.00045863632,0.0011235055,0.00090596866,0.00009338521,0.00004697795,0.0006398071,0.0004613876,0.0031616697],"category_scores_gemma":[0.000320664,0.00043453975,0.00023791283,0.0008288187,0.00034553293,0.00051101524,0.000040115116,0.001034774,0.0003358117],"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":[0.00029003673,0.0013821089,0.31174833,0.00014939527,0.00022037618,0.000005382686,0.0017669192,6.121283e-7,0.0013577965,0.00002970041,0.650045,0.033004407],"study_design_scores_gemma":[0.002287777,0.00063523254,0.7739905,0.0020311293,0.0001853772,0.00037950696,0.0008784192,4.312331e-7,0.00013677886,0.00056581496,0.21843706,0.00047198674],"about_ca_topic_score_codex":0.00003763678,"about_ca_topic_score_gemma":0.00002021231,"teacher_disagreement_score":0.4622422,"about_ca_system_score_codex":0.00023903529,"about_ca_system_score_gemma":0.00034347046,"threshold_uncertainty_score":0.99981064},"labels":[],"label_agreement":null},{"id":"W4387457293","doi":"10.21505/ajge.2023.0014","title":"Gifted and Home-Educated in Australia","year":2023,"lang":"en","type":"article","venue":"Australasian Journal of Gifted Education","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Alchemy (Canada)","funders":"","keywords":"Psychosocial; Project commissioning; Psychology; Curriculum; Thematic analysis; Sample (material); Publishing; Medical education; Developmental psychology; Medicine; Pedagogy; Social science; Qualitative research; Sociology; Psychiatry; Political science","score_opus":0.0406440667273849,"score_gpt":0.37132907910301177,"score_spread":0.33068501237562686,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387457293","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":[0.9799735,0.00007052374,0.0000011569992,0.013670105,0.0029889997,0.00013553542,0.0000018628173,0.000022763028,0.0031355342],"genre_scores_gemma":[0.9814648,0.00056339975,0.00014666899,0.000079362806,0.0005105555,0.000005744794,0.0000067926685,0.000008208642,0.017214466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9987828,0.00010365524,0.0003954378,0.00012585097,0.00028347244,0.00030876204],"domain_scores_gemma":[0.99911165,0.00005332918,0.00027023087,0.00008452189,0.00026280325,0.00021745414],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008003691,0.00010041226,0.00018482335,0.0005527196,0.00020591539,0.00008119257,0.00016400934,0.000097502,0.00028335373],"category_scores_gemma":[0.00018718086,0.00008472341,0.00005513165,0.0013595405,0.00020111364,0.00040298863,0.000016989417,0.0002190162,0.00008535738],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000072563285,0.00076919625,0.42724884,0.00007941264,0.00013687607,0.000030898223,0.11326927,0.000031749332,0.0003755586,0.0078474805,0.38851255,0.061625604],"study_design_scores_gemma":[0.00032094002,0.00005839854,0.79781425,0.00011746331,0.000022636508,0.000015622829,0.13710028,0.0000010610858,0.000026918864,0.0035305119,0.06086125,0.00013066939],"about_ca_topic_score_codex":0.0004102238,"about_ca_topic_score_gemma":0.00011349015,"teacher_disagreement_score":0.3705654,"about_ca_system_score_codex":0.00016662396,"about_ca_system_score_gemma":0.00087274035,"threshold_uncertainty_score":0.34549206},"labels":[],"label_agreement":null},{"id":"W4387457461","doi":"10.21505/ajge.2023.0015","title":"An Interview with Dr Rebecca D. Napier","year":2023,"lang":"en","type":"article","venue":"Australasian Journal of Gifted Education","topic":"Child Development and Education","field":"Social Sciences","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":"Publishing; Gifted education; Sociology; Project commissioning; Management; Tournament; Library science; Pedagogy; Media studies; Political science; Law","score_opus":0.035716715596633586,"score_gpt":0.3626483965894179,"score_spread":0.3269316809927843,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4387457461","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":[0.96291816,0.000057441368,0.00005458356,0.029057728,0.0016577042,0.00012375553,4.965941e-7,0.000042242482,0.0060878694],"genre_scores_gemma":[0.9921291,0.00011464969,0.00090568507,0.00023712551,0.00092220336,0.00000456025,0.000018969647,0.000011372144,0.0056563416],"study_design_codex":"design_other","study_design_gemma":"observational","domain_scores_codex":[0.99889624,0.00017281812,0.00029079764,0.0001057661,0.00032335115,0.00021102527],"domain_scores_gemma":[0.9990314,0.000033667,0.00027061944,0.00011854968,0.00033126533,0.00021446528],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001076793,0.000080948776,0.000117395015,0.00029685095,0.00022446766,0.00011694694,0.00023712282,0.000060119502,0.00041252258],"category_scores_gemma":[0.00009462447,0.00006873753,0.000043722463,0.00088081823,0.00008481548,0.00070416485,0.0000051653824,0.00015953142,0.000091197406],"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":[0.00006396038,0.0005854995,0.08157188,0.000045967947,0.000103796505,0.000011341558,0.12448072,0.000026486725,0.00034318343,0.0036809582,0.29028842,0.4987978],"study_design_scores_gemma":[0.00030228336,0.00031266955,0.6107601,0.00037681585,0.00005861233,0.000046455338,0.08267578,0.0000034446807,0.00019898846,0.0041355602,0.3008964,0.0002328838],"about_ca_topic_score_codex":0.00005902858,"about_ca_topic_score_gemma":0.00014982573,"teacher_disagreement_score":0.5291882,"about_ca_system_score_codex":0.00014640772,"about_ca_system_score_gemma":0.0020303654,"threshold_uncertainty_score":0.4516833},"labels":[],"label_agreement":null}]}