{"meta":{"query_hash":"26e00b22d9a0","filters":{"venue":"Transforming Cultures eJournal"},"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/26e00b22d9a0","api":"https://metacan.xera.ac/api/v1/cohort?venue=Transforming+Cultures+eJournal"},"results":[{"id":"W1540489444","doi":"10.5130/tfc.v3i2.920","title":"The Indian Ocean World: Africa in the First Global Economy","year":2008,"lang":"en","type":"article","venue":"Transforming Cultures eJournal","topic":"Global Maritime and Colonial Histories","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"McGill University","funders":"","keywords":"Historiography; Economy; Indian ocean; World economy; Political science; Geography; Economics; Oceanography; Geology; Law","score_opus":0.015977544316855084,"score_gpt":0.26874091836596253,"score_spread":0.2527633740491074,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1540489444","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":[0.11323815,0.0022503792,0.000009882643,0.03895798,0.0004939914,0.0003934454,0.000009718975,0.000050582265,0.84459585],"genre_scores_gemma":[0.9967223,0.0004001847,0.000019194547,0.00067713537,0.00040828902,0.000007729933,8.088719e-7,0.0000037240636,0.0017606353],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9987649,0.00010704402,0.00022439455,0.00011867425,0.00031462664,0.00047036447],"domain_scores_gemma":[0.9996195,0.000088024986,0.000055313125,0.00009931142,0.00004644237,0.00009143163],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005952156,0.000113324895,0.00011468135,0.0000305441,0.004053362,0.00017576838,0.00064240384,0.000067058776,0.00004517647],"category_scores_gemma":[0.00003374948,0.0000647421,0.000115345305,0.00053821213,0.0004863348,0.00028247005,0.000009450087,0.00028737035,0.000019859985],"study_design_candidate":"not_applicable","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":[0.000140588,0.00014558205,0.027532957,0.000011911635,0.00005351456,0.00034710174,0.5609631,0.000036865888,0.000001284813,0.2456859,0.15626295,0.00881823],"study_design_scores_gemma":[0.00020304519,0.00002492021,0.0038326096,0.000014110657,0.000008664316,0.000060380204,0.0099644875,7.059425e-7,0.0000019821348,0.008498582,0.9772909,0.000099556484],"about_ca_topic_score_codex":0.001802684,"about_ca_topic_score_gemma":0.09520093,"teacher_disagreement_score":0.8834841,"about_ca_system_score_codex":0.00026694374,"about_ca_system_score_gemma":0.00020540634,"threshold_uncertainty_score":0.9972432},"labels":[],"label_agreement":null},{"id":"W1558033897","doi":"10.5130/tfc.v1i2.279","title":"Peats Ridge: a sandy track, citrus farms, springs, valleys, dams and the politics of ground water","year":2006,"lang":"en","type":"article","venue":"Transforming Cultures eJournal","topic":"Rhetoric and Communication Studies","field":"Arts and Humanities","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":"Exhibition; Politics; Resource (disambiguation); The arts; Sociology; Aesthetics; History; Visual arts; Archaeology; Political science; Art; Law","score_opus":0.022943686305736344,"score_gpt":0.25052374304370756,"score_spread":0.22758005673797121,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1558033897","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":[0.8642381,0.014891365,0.00027346137,0.0065818275,0.000336689,0.00033772757,0.000030105983,0.00006518387,0.11324553],"genre_scores_gemma":[0.9925592,0.001162727,0.000055245408,0.00019153443,0.0004996278,0.000009080116,0.000008999337,0.000012377063,0.0055012167],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99897623,0.000053667452,0.0003859537,0.00010300061,0.00023141698,0.0002497074],"domain_scores_gemma":[0.99953425,0.00005725158,0.0000834136,0.00014890266,0.00013895996,0.00003723602],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00027351538,0.00015687627,0.00025561795,0.00003803383,0.0010409721,0.00017107012,0.0002114145,0.000036517642,0.00011391802],"category_scores_gemma":[0.0000051210736,0.000075094365,0.0001184177,0.000023368108,0.0005696297,0.0001735357,0.000026767988,0.00023584352,0.0000033591382],"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":[0.000108020715,0.0001049754,0.0001807682,0.00006616128,0.00020576341,0.000003960924,0.17094322,0.000015838614,0.0006563184,0.82188934,0.0037485673,0.002077092],"study_design_scores_gemma":[0.003320933,0.000083876344,0.001216582,0.000096702744,0.00025212043,0.00010492861,0.029239042,0.00004329719,0.0029150604,0.028192393,0.9341919,0.00034319144],"about_ca_topic_score_codex":0.0015364396,"about_ca_topic_score_gemma":0.00044358888,"teacher_disagreement_score":0.9304433,"about_ca_system_score_codex":0.000018322244,"about_ca_system_score_gemma":0.000011117653,"threshold_uncertainty_score":0.8006421},"labels":[],"label_agreement":null},{"id":"W1606918214","doi":"10.5130/tfc.v2i2.635","title":"Gender in Online Worlds: An Introduction to, and Summary of, Cybermind Research","year":2008,"lang":"en","type":"article","venue":"Transforming Cultures eJournal","topic":"Gender, Feminism, and Media","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":"McGill-Queen's University Press","funders":"","keywords":"Original research; Sociology; Media studies; Library science; Computer science","score_opus":0.11354962340666337,"score_gpt":0.40790140993221646,"score_spread":0.2943517865255531,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1606918214","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":[0.99041593,0.0005589954,0.000048231283,0.003212647,0.00025295082,0.00024080487,0.0000069984335,0.000015257935,0.0052481946],"genre_scores_gemma":[0.9941941,0.0018148851,0.000929235,0.000088335546,0.0016188726,0.0000051928428,0.000008539017,0.000010183599,0.001330681],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9981494,0.00022898678,0.00029315986,0.00022935425,0.0006495947,0.0004495117],"domain_scores_gemma":[0.99934214,0.000056538025,0.0000376855,0.00010176409,0.00015811593,0.0003037238],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0016090365,0.000098472134,0.00017996848,0.00028677264,0.0004993654,0.000026491625,0.00018427522,0.00011501778,0.00007823625],"category_scores_gemma":[0.00012802616,0.000084104395,0.00004216899,0.000500877,0.00031906355,0.00033661083,0.000011803067,0.00048966514,0.000002115308],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00018181931,0.00036817192,0.010286064,0.000040512386,0.000024325442,0.00007093112,0.92976415,0.00005340009,0.016207218,0.0031642795,0.007296871,0.032542262],"study_design_scores_gemma":[0.0024504869,0.0005793144,0.1061705,0.00018119591,0.000044922195,0.00036870208,0.43893,0.000023253348,0.010210498,0.005171139,0.43517187,0.00069811946],"about_ca_topic_score_codex":0.00062069105,"about_ca_topic_score_gemma":0.008157963,"teacher_disagreement_score":0.49083415,"about_ca_system_score_codex":0.00007662914,"about_ca_system_score_gemma":0.0002735454,"threshold_uncertainty_score":0.45523348},"labels":[],"label_agreement":null},{"id":"W1922091214","doi":"10.5130/tfc.v2i2.637","title":"Weavers & Warriors? Gender and Online Identity in 1997 and 2007 V1.0","year":2008,"lang":"en","type":"article","venue":"Transforming Cultures eJournal","topic":"Digital Communication and Language","field":"Computer Science","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":"Trinity College","funders":"","keywords":"Reinterpretation; Identity (music); The Internet; Set (abstract data type); Online community; Perception; Psychology; Adversarial system; Social psychology; Gender studies; Sociology; Internet privacy; Computer science; Aesthetics; World Wide Web; Artificial intelligence; Art","score_opus":0.03992554202502799,"score_gpt":0.3103362009471059,"score_spread":0.27041065892207794,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1922091214","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":[0.96040416,0.003428454,0.020856379,0.00058070914,0.000077316174,0.00012216251,0.000011218152,0.00006900787,0.014450589],"genre_scores_gemma":[0.9905032,0.001445362,0.007157361,0.00051892776,0.000025645777,0.0000012744883,0.000007097496,0.000005564342,0.0003355759],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.9992099,0.000032624957,0.00020325212,0.00015973537,0.00020279725,0.00019169692],"domain_scores_gemma":[0.99959975,0.000022191287,0.000040013754,0.00018592848,0.000025475374,0.00012663066],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00018190319,0.00010785966,0.00012398131,0.000089586574,0.00018169728,0.0001481576,0.00037097267,0.000049552913,0.00002120931],"category_scores_gemma":[0.0000145918975,0.00008697294,0.000038025402,0.0001781765,0.00007930928,0.0013033053,0.00006287692,0.00026548322,0.0000058613487],"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":[0.00026625706,0.0020630523,0.05697001,0.00041968553,0.0003842276,0.001390949,0.44249105,0.00033851716,0.0126764355,0.26241487,0.013827613,0.2067573],"study_design_scores_gemma":[0.008727659,0.00026795708,0.41283062,0.00042725838,0.000059614576,0.011149987,0.0090045445,0.0036082405,0.001865501,0.014847498,0.53502226,0.0021888565],"about_ca_topic_score_codex":0.000050468258,"about_ca_topic_score_gemma":0.00047859686,"teacher_disagreement_score":0.52119464,"about_ca_system_score_codex":0.000021028909,"about_ca_system_score_gemma":0.000025694202,"threshold_uncertainty_score":0.35466534},"labels":[],"label_agreement":null}]}