{"id":"W7132382362","doi":"","title":"Die Wirkungsbox - ein Instrument zur Arbeit mit Wirkungen","year":2025,"lang":"de","type":"article","venue":"WU Research","topic":"Psychology, Coaching, and Therapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact","funders":"","keywords":"Context (archaeology); Measure (data warehouse); Work (physics); Set (abstract data type)","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00600084,0.0006291626,0.0008355964,0.001605534,0.001076403,0.0003279804,0.002250768,0.001039143,0.005917498],"category_scores_gemma":[0.0004579327,0.0006332702,0.0003709775,0.001712799,0.001257877,0.0001475049,0.0007053165,0.00363984,0.01538367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004951405,"about_ca_system_score_gemma":0.000584873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001618193,"about_ca_topic_score_gemma":0.0003184212,"domain_scores_codex":[0.9893423,0.003660399,0.0009705385,0.002003816,0.001278243,0.002744733],"domain_scores_gemma":[0.9948648,0.001154616,0.0001731071,0.002828697,0.0004526459,0.0005261892],"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":[0.004074941,0.004422094,0.02837952,0.0003913362,0.006841354,0.0009963427,0.009258089,0.000004701878,0.005611442,0.1452509,0.5421065,0.2526627],"study_design_scores_gemma":[0.004068052,0.0009388883,0.02645478,0.0002663002,0.0001326604,0.00001041078,0.0008063672,0.00006930662,0.0007463163,0.02490256,0.941085,0.000519389],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2826296,0.1096039,0.0003795018,0.03168259,0.01394287,0.002378082,0.0001548726,0.0002419504,0.5589866],"genre_scores_gemma":[0.8423365,0.007499122,0.0001439301,0.002645662,0.001981125,0.000384145,0.0000877937,0.0001265951,0.1447951],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5597068,"threshold_uncertainty_score":0.9996119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1277425724481837,"score_gpt":0.483128530798453,"score_spread":0.3553859583502694,"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."}}