{"meta":{"query_hash":"4379eb7da67d","filters":{"venue":"Asia Pacific Media Educator"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/4379eb7da67d","api":"https://metacan.xera.ac/api/v1/cohort?venue=Asia+Pacific+Media+Educator"},"results":[{"id":"W2418832747","doi":"10.1177/1326365x16640347","title":"Exploring Approaches to the Generation and Representation of Heritage Artefacts in Video Game Contexts","year":2016,"lang":"en","type":"article","venue":"Asia Pacific Media Educator","topic":"Digital Games and Media","field":"Social Sciences","cited_by":6,"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":"Game design; Game Developer; Video game; Conceptualization; Inclusion (mineral); Game design document; Video game design; Game mechanics; Game art design; Entertainment; Video game development; Computer science; Cultural heritage; Meaning (existential); Multimedia; Sociology; Psychology; Social science; Visual arts; Political science","score_opus":0.2712731611799777,"score_gpt":0.30939582863152243,"score_spread":0.038122667451544745,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2418832747","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":[0.9692241,0.00015084399,0.000029304305,0.009759477,0.0010351503,0.00034276338,0.000005642079,0.000013694477,0.019439006],"genre_scores_gemma":[0.9973874,0.00023162698,0.000088867455,0.00003437087,0.0005060761,0.00013105107,0.0000030923593,0.0000074063205,0.001610109],"study_design_codex":"design_other","study_design_gemma":"qualitative","domain_scores_codex":[0.9990883,0.00010754429,0.00018072805,0.00019575645,0.00023562275,0.0001920801],"domain_scores_gemma":[0.99930286,0.00028852667,0.000060119586,0.00016238917,0.000027011878,0.00015906962],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00044041147,0.00006952735,0.00012571509,0.00006921942,0.00003254201,0.000045376277,0.00010080317,0.00003301356,0.00002813784],"category_scores_gemma":[0.0009545764,0.00004354222,0.000024163837,0.0002239289,0.0001439748,0.00039215246,0.000019765539,0.00003810163,0.000022594906],"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":[0.000011673185,0.000063954576,0.011824057,0.000008360942,0.000008608241,0.0000014809715,0.24313211,7.794345e-7,0.002551036,0.009462993,0.0018093716,0.7311256],"study_design_scores_gemma":[0.0007828719,0.000096295546,0.12969263,0.00021547919,0.000020193345,0.000002484138,0.48741743,0.000009967727,0.017421039,0.0008400679,0.36312374,0.00037780456],"about_ca_topic_score_codex":0.00010250548,"about_ca_topic_score_gemma":0.0013971482,"teacher_disagreement_score":0.73074776,"about_ca_system_score_codex":0.00004087575,"about_ca_system_score_gemma":0.00013072028,"threshold_uncertainty_score":0.17756002},"labels":[],"label_agreement":null},{"id":"W2605975589","doi":"10.1177/1326365x17701794","title":"Teaching Undergraduate Journalism Students Foreign Correspondence: Can It Be Done?","year":2017,"lang":"en","type":"article","venue":"Asia Pacific Media Educator","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":5,"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":"Corporation; Broadcasting (networking); Work (physics); Experiential learning; Journalism; Sociology; Public relations; Wonder; Political science; Pedagogy; Psychology; Media studies; Engineering; Computer science; Law","score_opus":0.0562093036855128,"score_gpt":0.43598206520353255,"score_spread":0.37977276151801975,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2605975589","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":[0.32646495,0.00010908186,0.000048680955,0.122273624,0.013669418,0.00051148696,0.0000132845935,0.000072166426,0.53683734],"genre_scores_gemma":[0.97032845,0.00038244954,0.0009963583,0.00044419593,0.0028905168,0.000074961376,0.000012264176,0.00003880812,0.024831986],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99560803,0.0011177366,0.00042102224,0.0005207578,0.0016153065,0.00071717275],"domain_scores_gemma":[0.9962021,0.0011055998,0.0008351011,0.0009857665,0.00024510495,0.0006263117],"candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0044703935,0.00025301077,0.00029638738,0.00021969438,0.0047218665,0.0015099378,0.0019936084,0.00019239054,0.0005688129],"category_scores_gemma":[0.010350351,0.00024740846,0.00011410868,0.0001661486,0.00067694305,0.0012943823,0.0001506176,0.000876767,0.00021198367],"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":[0.000111782785,0.00072172127,0.31625947,0.000023495302,0.00018728875,0.00003524317,0.4066318,7.678228e-7,0.00033084172,0.09572732,0.15315863,0.026811631],"study_design_scores_gemma":[0.00040971657,0.00004091208,0.0381596,0.00009449284,0.00008513774,0.00001749029,0.31729737,0.0000029789398,0.0001446885,0.028764928,0.61457425,0.00040838888],"about_ca_topic_score_codex":0.0063973893,"about_ca_topic_score_gemma":0.0041145883,"teacher_disagreement_score":0.6438635,"about_ca_system_score_codex":0.0007866132,"about_ca_system_score_gemma":0.002156879,"threshold_uncertainty_score":0.9999978},"labels":[],"label_agreement":null}]}