{"id":"W4390423111","doi":"10.5771/1869-7720-2023-11-060","title":"systemsprengerin","year":2023,"lang":"de","type":"article","venue":"tanz","topic":"Corporate Management and Leadership","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Philosophy","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":[0.0008335934,0.0003343486,0.0003356887,0.0006665545,0.0002589179,0.0008992719,0.0004815111,0.0001316651,0.00218239],"category_scores_gemma":[0.00008280171,0.0003495813,0.0001576722,0.002406952,0.0000675486,0.0007155894,0.0004556594,0.0002201796,0.1612031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004146271,"about_ca_system_score_gemma":0.0000184992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001813571,"about_ca_topic_score_gemma":0.00003937264,"domain_scores_codex":[0.9979222,0.00002773942,0.0004053787,0.0004929259,0.0004431181,0.000708573],"domain_scores_gemma":[0.999023,0.00005721344,0.0002691067,0.0005224512,0.0001014305,0.00002682064],"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":[0.00004897033,0.00006741328,0.01527426,0.003281645,0.0002221685,0.000374193,0.0002243979,0.00009053529,0.0001011517,0.038558,0.93124,0.01051731],"study_design_scores_gemma":[0.0004883956,0.000009899982,0.009953647,0.0002622391,0.000233231,3.029462e-7,0.001470066,0.006402469,0.000006114095,0.001033051,0.9796674,0.0004732153],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2481299,0.01475885,0.0003166079,0.04866558,0.04200889,0.0034487,0.00003301973,0.007431873,0.6352065],"genre_scores_gemma":[0.9221694,0.0001607817,0.000007674153,0.001233849,0.009954992,0.00003771236,0.0002014449,0.00008745498,0.06614664],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6740395,"threshold_uncertainty_score":0.9998956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06195074132894775,"score_gpt":0.2289506160769542,"score_spread":0.1669998747480064,"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."}}