{"meta":{"query_hash":"6b5d161fc5b2","filters":{"venue":"Twenty-First Century Society"},"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/6b5d161fc5b2","api":"https://metacan.xera.ac/api/v1/cohort?venue=Twenty-First+Century+Society"},"results":[{"id":"W1972237375","doi":"10.1080/17450140802483688","title":"Social research for a multiethnic population: do the research ethics and standards guidelines of UK Learned Societies address this challenge?","year":2009,"lang":"en","type":"article","venue":"Twenty-First Century Society","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":18,"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 Alberta","funders":"","keywords":"Ethnic group; Diversity (politics); Disadvantage; Sociology; Research ethics; Social science; Inclusion (mineral); Population; Public relations; Political science; Engineering ethics; Law","score_opus":0.3478339967046281,"score_gpt":0.5364660967209417,"score_spread":0.1886321000163136,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1972237375","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":"methods","model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":"methods","domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.010758724,0.017145375,0.011495513,0.9445349,0.004471408,0.00025938702,0.000048672813,0.000054733704,0.011231382],"genre_scores_gemma":[0.49239102,0.032207027,0.06799938,0.39074308,0.006891477,0.0023921884,0.00020044815,0.0002681134,0.0069072717],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","domain_scores_codex":[0.5487952,0.37034065,0.02847579,0.0065556145,0.036356192,0.009476557],"domain_scores_gemma":[0.39257935,0.4474348,0.034589875,0.033952348,0.07069812,0.02074559],"candidate_categories":["metaresearch","research_integrity"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.33829352,0.0007216416,0.0024460533,0.004090068,0.008794275,0.018341655,0.0054155947,0.022069873,0.0017514796],"category_scores_gemma":[0.49974704,0.0010724161,0.0012053221,0.0053493823,0.046453655,0.01954303,0.014867539,0.021048997,0.0012771623],"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":[0.00015809337,0.00032178054,0.0096621895,0.003544496,0.00017327738,0.0007676088,0.1623585,0.00074162165,0.0010133906,0.4626379,0.16280626,0.19581488],"study_design_scores_gemma":[0.00015850739,0.00036615643,0.01680101,0.014896294,0.00009232561,0.001196881,0.13130268,0.001386386,0.00069449825,0.37772682,0.454942,0.00043641674],"about_ca_topic_score_codex":0.024009438,"about_ca_topic_score_gemma":0.033962946,"teacher_disagreement_score":0.9779301,"about_ca_system_score_codex":0.016227204,"about_ca_system_score_gemma":0.07005955,"threshold_uncertainty_score":0.8160019},"labels":[],"label_agreement":null},{"id":"W2006585204","doi":"10.1080/17450140600679834","title":"The model-based view of science: an encouragement to interdisciplinary work","year":2006,"lang":"en","type":"article","venue":"Twenty-First Century Society","topic":"Complex Systems and Decision Making","field":"Decision 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":"University of Victoria","funders":"","keywords":"Empiricism; Epistemology; Scientific modelling; Scientific realism; Openness to experience; Philosophy of science; Scientific theory; Scientific progress; Sociology; Realism; Psychology; Philosophy; Social psychology","score_opus":0.057186096852128374,"score_gpt":0.37110748717666703,"score_spread":0.31392139032453864,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2006585204","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0032490387,0.025807174,0.19176927,0.69631946,0.006799826,0.00010175192,0.00007692954,0.00036823697,0.07550824],"genre_scores_gemma":[0.4521794,0.047086567,0.29851595,0.1457618,0.025003277,0.0016676873,0.00023839016,0.0010891666,0.028457737],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.93206185,0.047140278,0.0020082262,0.0040890486,0.0132500725,0.0014505456],"domain_scores_gemma":[0.89808494,0.06474728,0.0041369325,0.016241524,0.009358744,0.0074306126],"candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.072330475,0.0021289303,0.0029211394,0.00733717,0.0076331743,0.02591168,0.006147443,0.017191293,0.0033719111],"category_scores_gemma":[0.050558813,0.0016219167,0.0035183725,0.004720634,0.07609636,0.039916378,0.023549167,0.041766837,0.0019833916],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000010978011,0.00003761958,0.00009745574,0.000118005955,0.000026978067,0.000048543712,0.0031049626,0.00048332743,0.000064244996,0.97975016,0.011402438,0.0048551722],"study_design_scores_gemma":[0.000021146572,0.000014345351,0.00004917274,0.00019979964,0.0000069953203,0.000073880765,0.00072617905,0.0011444824,0.00004499637,0.92699873,0.0706986,0.000021537138],"about_ca_topic_score_codex":0.002941071,"about_ca_topic_score_gemma":0.0022915811,"teacher_disagreement_score":0.99236685,"about_ca_system_score_codex":0.014293067,"about_ca_system_score_gemma":0.015298709,"threshold_uncertainty_score":0.38252467},"labels":[],"label_agreement":null}]}