{"id":"W4231267899","doi":"10.4000/ifha.8360","title":"Barbara Stollberg-Rilinger, Tim Neu, Christina Brauner (dir.), Alles nur symbolisch? Bilanz und Perspektiven der Erforschung symbolischer Kommunikation","year":2015,"lang":"de","type":"article","venue":"Revue de l’Institut français d’histoire en Allemagne","topic":"Linguistic research and analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut d'Histoire de l'Amérique Française","funders":"","keywords":"Humanities; Art","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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001898294,0.001337614,0.001872484,0.0009458358,0.002740654,0.001204535,0.00163252,0.0007519834,0.005042021],"category_scores_gemma":[0.002971343,0.001295194,0.0009444323,0.0005843117,0.001826192,0.0008808482,0.000541913,0.001963454,0.0027674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009473077,"about_ca_system_score_gemma":0.001381524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0185735,"about_ca_topic_score_gemma":0.01111929,"domain_scores_codex":[0.9922597,0.0009971991,0.001716529,0.001541247,0.001513158,0.001972112],"domain_scores_gemma":[0.9938359,0.0006229288,0.0006587933,0.001810677,0.001610666,0.00146102],"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":[0.00162521,0.004150148,0.00698041,0.003890755,0.008222641,0.00331731,0.3142818,0.003783885,0.0008127467,0.2622588,0.3520991,0.03857718],"study_design_scores_gemma":[0.002844479,0.0004284957,0.0008063932,0.0009366699,0.002257596,0.00004803064,0.007994884,0.01174999,0.00005481359,0.0008008188,0.9703954,0.001682456],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.09566364,0.5955968,0.001628167,0.008647301,0.009103489,0.002711505,0.0008377697,0.0007885927,0.2850227],"genre_scores_gemma":[0.821659,0.007577533,0.001590849,0.0006656512,0.01629637,0.0002287656,0.001097565,0.0003635384,0.1505207],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7259954,"threshold_uncertainty_score":0.9999375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02392400473915712,"score_gpt":0.2604607069947883,"score_spread":0.2365367022556312,"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."}}