{"id":"W3107308290","doi":"10.7202/1074051ar","title":"Learning How to Hope: Reviving Democracy through Our Schools and Civil Society by Sarah M. Stitzlein. Oxford University Press, 2020","year":2020,"lang":"en","type":"article","venue":"Philosophical Inquiry in Education","topic":"Pragmatism in Philosophy and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Democracy; Civil society; Sociology; Learning society; Political science; Media studies; Law; Pedagogy; Politics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002108882,0.0002339306,0.0002634901,0.00003368622,0.0005125162,0.0002866876,0.0002598804,0.0001220149,0.00005170382],"category_scores_gemma":[0.0004307037,0.0002565059,0.00007734952,0.0001804444,0.0001139388,0.001332558,0.0001451022,0.0006779764,0.00002328731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001424517,"about_ca_system_score_gemma":0.0001578716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007973363,"about_ca_topic_score_gemma":0.000009998002,"domain_scores_codex":[0.9985152,0.0001868748,0.0002634423,0.0005131909,0.0002286157,0.0002926423],"domain_scores_gemma":[0.999222,0.00008164038,0.0001524419,0.0001875099,0.000129425,0.0002270316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00012377,0.0005875632,0.00238431,0.0005111043,0.00008290145,0.000003790981,0.1688963,0.0001081823,0.0005370049,0.3768391,0.4427068,0.007219195],"study_design_scores_gemma":[0.00058165,0.0003055401,0.0009749094,0.0003676164,0.00009007192,0.000005287051,0.05985519,0.0005330496,0.00008794916,0.1060181,0.8304145,0.000766119],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2322194,0.001376987,0.000385037,0.7556866,0.001440806,0.0006821172,0.00003416826,0.0001705287,0.008004354],"genre_scores_gemma":[0.9880588,0.001295575,0.0006292562,0.005082105,0.004238323,0.00002136986,0.00009426914,0.00002749009,0.0005528071],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7558394,"threshold_uncertainty_score":0.9999887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05875293378059762,"score_gpt":0.2810062440570012,"score_spread":0.2222533102764036,"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."}}