{"id":"W6889684494","doi":"10.26083/tuprints-00012004","title":"Rezension: Langenscheidts Großwörterbuch als Fremdsprache. Das neue einsprachige Wörterbuch für Deutschlernende","year":2023,"lang":"de","type":"article","venue":"TUbilio (Technical University of Darmstadt)","topic":"Linguistic research and analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Work (physics); Power (physics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001560294,0.0006351979,0.001280417,0.000879168,0.001188716,0.0002598079,0.001610096,0.000506635,0.005656193],"category_scores_gemma":[0.0008316885,0.0006477772,0.0009472743,0.001080313,0.00163167,0.0004178305,0.001239927,0.001296808,0.00390578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002163644,"about_ca_system_score_gemma":0.0003743831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004124595,"about_ca_topic_score_gemma":0.001743145,"domain_scores_codex":[0.9946087,0.0005498956,0.0008564361,0.0012233,0.001439382,0.001322274],"domain_scores_gemma":[0.9956279,0.0008772779,0.0004858814,0.001544622,0.0007550974,0.0007092282],"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":[0.002589941,0.003885696,0.005623215,0.002739051,0.005523768,0.0116832,0.03605513,0.0001999484,0.01372174,0.2030296,0.6956175,0.01933124],"study_design_scores_gemma":[0.002611667,0.001033804,0.003704173,0.0005616322,0.001694248,0.00001931789,0.01075715,0.002197849,0.0007768239,0.006291329,0.9689885,0.001363523],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7646281,0.009376099,0.002034712,0.01621298,0.00388922,0.003342011,0.005048232,0.003494766,0.1919739],"genre_scores_gemma":[0.9678398,0.004079674,0.0006395415,0.0002021557,0.001429149,0.000002147646,0.0006399318,0.00008975215,0.02507783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.273371,"threshold_uncertainty_score":0.9995974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0410949750242376,"score_gpt":0.2970797905664729,"score_spread":0.2559848155422353,"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."}}