{"id":"W2082040467","doi":"10.1353/esc.2012.0028","title":"Between Hope and Cynicism: A Dogged Call to Action","year":2012,"lang":"en","type":"article","venue":"English studies in Canada","topic":"Interdisciplinary Cultural and Social Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cynicism; Media studies; Action (physics); Sociology; Rumor; Mural; Institution; Law; Political science; Visual arts; Art; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003907267,0.0001008868,0.0002321026,0.00002422609,0.0008129434,0.00001572935,0.00009582321,0.0000365559,0.00001173392],"category_scores_gemma":[0.0006279165,0.00008407523,0.00002060148,0.0002229292,0.0001440457,0.0001757233,0.0001874105,0.00012573,0.000002244771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415343,"about_ca_system_score_gemma":0.0001651443,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9012052,"about_ca_topic_score_gemma":0.9967539,"domain_scores_codex":[0.9989074,0.0001065227,0.0001518201,0.0001364122,0.0002647969,0.000432974],"domain_scores_gemma":[0.9994288,0.0002139192,0.00003343952,0.00005153302,0.0001305464,0.0001417265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001050328,0.00001206312,0.2659791,0.00002035079,0.0001069753,0.000006240205,0.6216432,0.000002793081,0.000003094383,0.001006871,0.102996,0.008212776],"study_design_scores_gemma":[0.0001374675,0.00002136787,0.1742412,0.0000312327,0.00001760044,1.350472e-7,0.4675481,1.574035e-7,0.00001296659,0.0001482761,0.3576424,0.0001991291],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9671752,0.001585999,7.326244e-7,0.002662997,0.002250368,0.0001903062,0.00001053496,0.00002276661,0.02610105],"genre_scores_gemma":[0.9963177,0.0004495463,0.00003154852,0.0002797986,0.001695257,0.00003166302,0.000001014103,0.000004665128,0.001188752],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2546464,"threshold_uncertainty_score":0.6252586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09622498122588015,"score_gpt":0.3861757876292201,"score_spread":0.28995080640334,"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."}}