{"meta":{"query_hash":"e9043d6ae44a","filters":{"venue":"Contemporary Journal of Social Science Review"},"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/e9043d6ae44a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Contemporary+Journal+of+Social+Science+Review"},"results":[{"id":"W4412366622","doi":"10.63878/cjssr.v3i3.1011","title":"ROLE OF ARTIFICIAL INTELLIGENCE IN PERSONALIZED LEARNING","year":2025,"lang":"en","type":"article","venue":"Contemporary Journal of Social Science Review","topic":"Online Learning and Analytics","field":"Computer Science","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":"McMaster University","funders":"","keywords":"Computer science; Artificial intelligence","score_opus":0.033074682251588924,"score_gpt":0.35183835617179177,"score_spread":0.31876367392020283,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412366622","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":[0.65701884,0.037331093,0.031931587,0.017268497,0.000284942,0.0002326403,0.00007759511,0.00019678792,0.25565797],"genre_scores_gemma":[0.98532444,0.0052524996,0.005743488,0.00064524525,0.000111077716,0.000047177735,0.000017675899,0.000010432651,0.0028479751],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.994935,0.0030714527,0.00018550869,0.00031341292,0.0012502393,0.00024446618],"domain_scores_gemma":[0.97982395,0.014907986,0.0021576835,0.00092471816,0.0012852479,0.0009004304],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0040717344,0.00017034975,0.00026022192,0.0009548291,0.00067614537,0.0042114723,0.00039265965,0.0006268916,0.0018021024],"category_scores_gemma":[0.011712466,0.00011893667,0.00022949993,0.0011060807,0.0017682962,0.0028206406,0.0015104933,0.0010930711,0.00031131133],"study_design_candidate":"theoretical_or_conceptual","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":[0.00016389701,0.0007411566,0.108176865,0.0019949407,0.00022057553,0.0005731829,0.013644832,0.003370052,0.003137002,0.112024754,0.0036461877,0.75230646],"study_design_scores_gemma":[0.00008732512,0.001636983,0.31195012,0.0025254108,0.0005034851,0.0020951584,0.025004068,0.013505672,0.006125613,0.21724394,0.41913244,0.00018975331],"about_ca_topic_score_codex":0.0007579405,"about_ca_topic_score_gemma":0.0010637738,"teacher_disagreement_score":0.0042114723,"about_ca_system_score_codex":0.0010306853,"about_ca_system_score_gemma":0.001641676,"threshold_uncertainty_score":0.021533608},"labels":[],"label_agreement":null},{"id":"W4412628147","doi":"10.63878/cjssr.v3i3.1013","title":"COGNITIVE FUNCTIONING AND EMOTIONAL REGULATION IN OLDER ADULTS","year":2025,"lang":"en","type":"article","venue":"Contemporary Journal of Social Science Review","topic":"Health and Well-being Studies","field":"Psychology","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":"Psychology; Emotional regulation; Cognition; Developmental psychology; Cognitive psychology; Gerontology; Clinical psychology; Medicine; Psychiatry","score_opus":0.038773552697742956,"score_gpt":0.3884900198583098,"score_spread":0.3497164671605668,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4412628147","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":[0.99587446,0.002234483,0.000065120024,0.00006039367,0.000009894609,0.000018143568,0.00008776691,0.000001392769,0.0016484484],"genre_scores_gemma":[0.9991455,0.00048316224,0.00007975588,0.00003292441,0.000008487042,0.000011121165,0.00006561228,4.2382834e-7,0.00017302466],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.9995913,0.00014571828,0.00004989452,0.0000543645,0.00010787716,0.000050849885],"domain_scores_gemma":[0.9990564,0.00022326881,0.00040438632,0.000043447355,0.00015311624,0.00011943074],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069558737,0.00017459194,0.00027488283,0.000651632,0.00028240564,0.00049748487,0.00018706807,0.00025258763,0.00079970056],"category_scores_gemma":[0.002889081,0.00008908399,0.00025861376,0.00065888575,0.00020921078,0.00019143002,0.00035197975,0.00036188043,0.00010959613],"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":[0.0000745047,0.00011313611,0.9880839,0.00008459059,0.00006682196,0.00008880554,0.0008578723,0.000025643645,0.00020132738,0.00006074058,0.0001011966,0.010241453],"study_design_scores_gemma":[0.0000021065546,0.0000906425,0.9990361,0.000018338833,0.000018370936,0.00012421753,0.0003720491,0.000029108058,0.000025222753,0.00004464919,0.0002373458,0.0000018410144],"about_ca_topic_score_codex":0.0025523445,"about_ca_topic_score_gemma":0.0043852166,"teacher_disagreement_score":0.0025523445,"about_ca_system_score_codex":0.00016695735,"about_ca_system_score_gemma":0.0002992655,"threshold_uncertainty_score":0.005074978},"labels":[],"label_agreement":null},{"id":"W4417077185","doi":"10.63878/cjssr.v3i4.1608","title":"Post-Truth Ecologies and Manufactured Realities: The Collapse of Knowledge, Media Myths, and Environmental Justice in Margaret Atwood’s Oryx and Crake","year":2025,"lang":"","type":"article","venue":"Contemporary Journal of Social Science Review","topic":"Utopian, Dystopian, and Speculative Fiction","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":"Oryx; Environmental justice; Indigenous; Environmental degradation; Ecocriticism; Narrative; Meaning (existential); Economic Justice","score_opus":0.026717190021836965,"score_gpt":0.2818858555426793,"score_spread":0.25516866552084233,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4417077185","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.3298454,0.015828053,0.0055662515,0.2867464,0.0011287483,0.00005856692,0.00018826127,0.000108940745,0.36052942],"genre_scores_gemma":[0.9707407,0.002685314,0.00086469064,0.005910666,0.00011256524,0.00001593638,0.000017605882,0.00007293678,0.019579565],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9975526,0.0008269854,0.000029494566,0.00023999583,0.0007187893,0.00063218485],"domain_scores_gemma":[0.9954631,0.002587281,0.00028269988,0.00020456099,0.0008277084,0.0006347011],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0023631577,0.00045173478,0.0003245825,0.0016312383,0.029592503,0.01818673,0.0016292273,0.0042617302,0.004106888],"category_scores_gemma":[0.0053127822,0.00032232248,0.00024424633,0.0018159678,0.06503969,0.008170839,0.004858367,0.006722792,0.00025859944],"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":[0.00004476874,0.000036416935,0.0013415319,0.00006284546,0.000007468384,0.00047072826,0.42975825,0.0002027533,0.0003949737,0.5395622,0.018427156,0.00969095],"study_design_scores_gemma":[0.000016715243,0.000025466055,0.0031884953,0.0005096326,0.00002477542,0.0002814641,0.4937257,0.0005903939,0.0012247569,0.104838654,0.39548287,0.00009109836],"about_ca_topic_score_codex":0.8215413,"about_ca_topic_score_gemma":0.89467204,"teacher_disagreement_score":0.8215413,"about_ca_system_score_codex":0.06134842,"about_ca_system_score_gemma":0.032470208,"threshold_uncertainty_score":0.44511604},"labels":[],"label_agreement":null},{"id":"W7117353317","doi":"10.63878/cjssr.v3i4.1695","title":"Institutional Inertia vs. Ethical Innovation: A Comparative Analysis of AI Governance at The Islamia University of Bahawalpur and Cambridge University Press","year":2025,"lang":"","type":"article","venue":"Contemporary Journal of Social Science Review","topic":"Ethics and Social Impacts of AI","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":"Corporate governance; Timeline; Context (archaeology); Bridging (networking); Government (linguistics); Generative grammar","score_opus":0.06268378369963429,"score_gpt":0.37019090560078216,"score_spread":0.3075071219011479,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W7117353317","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":[0.9285155,0.004578198,0.0005260242,0.008520215,0.00006703118,0.000053498014,0.00006242222,0.000010904079,0.057666138],"genre_scores_gemma":[0.9982175,0.0005312607,0.000050235853,0.00017700296,0.000013195577,0.0000139965,0.000011095735,0.0000041377125,0.0009816319],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98787826,0.00637743,0.0005438021,0.00055125455,0.0021211633,0.0025280395],"domain_scores_gemma":[0.9712361,0.016044617,0.005041609,0.0007305948,0.0031222757,0.0038248284],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.00955646,0.00016260285,0.0003582315,0.0036984219,0.005763355,0.010148277,0.00095455896,0.001187665,0.005223581],"category_scores_gemma":[0.019852966,0.00022790593,0.00016310131,0.006116937,0.01106551,0.0043158927,0.0053123436,0.0013590221,0.00024356168],"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":[0.0001397942,0.000096329335,0.09352463,0.00035090838,0.000056597135,0.0014795776,0.69105023,0.00024331528,0.00062382995,0.16898948,0.0046566413,0.0387887],"study_design_scores_gemma":[0.00001846145,0.00008682899,0.2199947,0.0003626784,0.000025850224,0.00023295531,0.71583164,0.0002498906,0.00029637726,0.0041524596,0.058712915,0.000035323905],"about_ca_topic_score_codex":0.061776396,"about_ca_topic_score_gemma":0.10789007,"teacher_disagreement_score":0.99423665,"about_ca_system_score_codex":0.020519108,"about_ca_system_score_gemma":0.014378997,"threshold_uncertainty_score":0.14887726},"labels":[],"label_agreement":null}]}