{"id":"W3024851435","doi":"10.1386/ctl.13.3.369_5","title":"Reviews","year":2018,"lang":"en","type":"article","venue":"Citizenship Teaching and Learning","topic":"Socioeconomic Development in Asia","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Citizenship; New delhi; Sociology; Democracy; Media studies; Religious studies; Political science; Politics; Law; Philosophy; History","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.005912063,0.00007451493,0.0001314305,0.000043271,0.002657251,0.0001202807,0.0001123302,0.00006589822,0.0003411349],"category_scores_gemma":[0.003546308,0.00007601232,0.0000293073,0.0000460043,0.0002948706,0.00006405769,0.00003356387,0.0006304721,0.0004268842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005596331,"about_ca_system_score_gemma":0.00003873138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001978322,"about_ca_topic_score_gemma":0.00003929295,"domain_scores_codex":[0.9979302,0.001399564,0.0001467171,0.0001822935,0.00008785353,0.0002534022],"domain_scores_gemma":[0.9993576,0.0003748292,0.00007792571,0.00007261928,0.00001835669,0.00009864369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000004959654,0.000006001596,0.08569109,0.00001464678,0.00001877591,0.0000020145,0.2478296,4.207615e-7,0.00007484794,0.04881806,0.02375332,0.5937862],"study_design_scores_gemma":[0.0001008012,0.00001935253,0.007399717,0.00005313816,0.000005787375,0.000001745112,0.0127864,0.00001558136,0.00000360335,0.002506157,0.9769669,0.0001408839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4857828,0.0003800401,0.0002486354,0.001158268,0.0003213242,0.00009123579,9.097855e-8,0.00016434,0.5118533],"genre_scores_gemma":[0.9710631,0.0001339139,0.004286035,0.0006004644,0.0008358369,0.000006140919,0.000001283455,0.00001069672,0.02306254],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9532135,"threshold_uncertainty_score":0.9986411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0447246036867319,"score_gpt":0.3414117141713633,"score_spread":0.2966871104846314,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}