{"id":"W3158814490","doi":"10.18192/jpp.v13i0.5676","title":"Freedom Fighter for Literacy","year":2004,"lang":"en","type":"article","venue":"Journal of Prisoners on Prisons","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science; Literacy; Law; Law and economics; Computer science; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.0003194582,0.0001452363,0.0002419601,0.0002383457,0.0002133206,0.0002631003,0.0002217453,0.00004329621,0.0004174018],"category_scores_gemma":[0.0001490653,0.0001070547,0.0002302651,0.00003814053,0.00008425503,0.0006600596,0.00001145208,0.0002477037,0.00006763259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001140657,"about_ca_system_score_gemma":0.0001888694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003024285,"about_ca_topic_score_gemma":0.00002594131,"domain_scores_codex":[0.9988449,0.00002784662,0.000501573,0.0001246338,0.0002586316,0.0002424512],"domain_scores_gemma":[0.9987093,0.0001662311,0.0004160716,0.0001699569,0.000395592,0.0001428351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003355513,0.0009563684,0.0003504796,0.00007532311,0.0001607335,0.00001512477,0.7597581,0.0002131801,0.00008408725,0.06131789,0.1593731,0.01736007],"study_design_scores_gemma":[0.003564165,0.001145842,0.0003996606,0.0002811859,0.0001180788,0.00003098351,0.02123421,0.00004979187,0.0007007023,0.01824762,0.9539343,0.0002934408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9652123,0.0007436517,0.004497869,0.01495652,0.009021081,0.0003881181,0.0000518895,0.00004283835,0.005085734],"genre_scores_gemma":[0.9830895,0.00003468367,0.007019944,0.00121295,0.00526199,0.00001417469,0.00001185573,0.00002859916,0.003326303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7945612,"threshold_uncertainty_score":0.4570256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02826385229134868,"score_gpt":0.2844833553176121,"score_spread":0.2562195030262634,"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."}}