{"id":"W4293155409","doi":"10.4000/lrf.128","title":"Talking Politics in Print","year":2022,"lang":"fr","type":"article","venue":"La Révolution française","topic":"Latin American history and culture","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut d'Histoire de l'Amérique Française","funders":"","keywords":"Politics; Political science; Media studies; Sociology; Law","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002414526,0.0001669931,0.0001924812,0.0001005419,0.001187404,0.00005617787,0.0001703191,0.00006224275,0.01928168],"category_scores_gemma":[0.00002218599,0.000190529,0.0001146971,0.0001236569,0.0005474955,0.0001603935,0.0001315246,0.0006183991,0.000128392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004471536,"about_ca_system_score_gemma":0.0001043203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004498981,"about_ca_topic_score_gemma":0.0009682087,"domain_scores_codex":[0.9985268,0.0003150668,0.0002909959,0.0002479438,0.0002546094,0.0003645652],"domain_scores_gemma":[0.9995143,0.00005607853,0.0001166502,0.0001972233,0.00003561863,0.000080079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001918801,0.0003669859,0.0009136473,0.00007100688,0.0000173871,0.00008245276,0.07730103,0.001077631,0.00002617548,0.8677868,0.04877752,0.00356021],"study_design_scores_gemma":[0.0004081095,0.00006743923,0.001288114,0.0000409947,0.00002456574,0.00002804364,0.008163817,0.0006018136,0.000002943234,0.00218775,0.9869422,0.0002442531],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1197393,0.05567943,0.00007641148,0.003441665,0.004746777,0.0003501256,0.0004157673,0.0001328633,0.8154176],"genre_scores_gemma":[0.6886943,0.0000722278,0.00008790603,0.0005599219,0.0006074006,0.00005883523,0.00002846544,0.00002365854,0.3098673],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9381647,"threshold_uncertainty_score":0.9816148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01052341562440787,"score_gpt":0.207728217289777,"score_spread":0.1972048016653691,"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."}}