{"id":"W7135554764","doi":"","title":"MEGA Academy Wachstumsprogramm 2022 : Evaluation und Abschlussbericht","year":2022,"lang":"de","type":"report","venue":"WU Research","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Mega-; Work (physics); Standardization; Focus (optics)","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":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","open_science","research_integrity","insufficient_payload"],"category_scores_codex":[0.1747452,0.002082841,0.002688468,0.007602034,0.005166972,0.001843335,0.00622928,0.002913503,0.2007729],"category_scores_gemma":[0.02287869,0.002309763,0.001899975,0.01874355,0.00245242,0.0007864193,0.009655336,0.03122093,0.07697414],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.03168401,"about_ca_system_score_gemma":0.03291013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003940424,"about_ca_topic_score_gemma":0.0003739812,"domain_scores_codex":[0.8746041,0.02793412,0.004129592,0.007279928,0.07760488,0.008447348],"domain_scores_gemma":[0.9786922,0.00392467,0.001319812,0.004806497,0.009112061,0.002144716],"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":[0.0008513666,0.001449872,0.002478647,0.001470821,0.005664048,0.001094642,0.001068446,0.0008571903,0.001499301,0.0008487875,0.7949134,0.1878035],"study_design_scores_gemma":[0.002160473,0.001108735,0.003997629,0.0003859464,0.002609392,0.0001884548,0.001304265,0.005597392,0.0001762269,0.0017659,0.9786791,0.002026466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01467603,0.5826975,0.000006451987,0.003975866,0.0071277,0.02779349,0.003679753,0.001050497,0.3589927],"genre_scores_gemma":[0.1056725,0.1516486,0.0009295028,0.0002608898,0.03033308,0.03939427,0.0617835,0.008751264,0.6012263],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4310488,"threshold_uncertainty_score":0.9991928,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4759242891771788,"score_gpt":0.5861031637916105,"score_spread":0.1101788746144317,"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."}}