{"id":"W7135555870","doi":"","title":"IPSASs Implementation – ‘Walk’ and ‘Talk’","year":2020,"lang":"de","type":"article","venue":"WU Research","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02041813,0.0005429736,0.000472993,0.001138143,0.006957665,0.01026865,0.001651477,0.004029807,0.02925468],"category_scores_gemma":[0.040567,0.0007666981,0.0008404159,0.001407223,0.008002661,0.009145519,0.0175994,0.008187329,0.003826504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006204955,"about_ca_system_score_gemma":0.02184463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003614074,"about_ca_topic_score_gemma":0.004728398,"domain_scores_codex":[0.971322,0.01471117,0.001159822,0.001555688,0.005303495,0.005947798],"domain_scores_gemma":[0.9755998,0.008449474,0.002093675,0.003810514,0.002981393,0.007065252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008646499,0.002469588,0.03747027,0.001225497,0.000152014,0.001125146,0.1807981,0.0008954266,0.00365476,0.2102387,0.05942562,0.5016802],"study_design_scores_gemma":[0.0003673313,0.003160157,0.08814032,0.002046091,0.0001720414,0.0008282171,0.3588068,0.00149146,0.005394643,0.0847704,0.4546029,0.0002197239],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4743273,0.0006350475,0.01960729,0.1252872,0.003048394,0.001200205,0.0003501058,0.0009072382,0.3746373],"genre_scores_gemma":[0.9517467,0.0002004429,0.003380878,0.01004656,0.0002005179,0.0006707968,0.0001513311,0.000166297,0.03343646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02925468,"threshold_uncertainty_score":0.1079826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4662774186261982,"score_gpt":0.6168111873488604,"score_spread":0.1505337687226622,"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."}}