{"id":"W140077052","doi":"10.1007/s11576-014-0413-7","title":"Ein selbstregelnder Informationsbeschaffungsalgorithmus zur Vermeidung von Auswahlbedauern bei multiperspektivischen Entscheidungsfindungen","year":2014,"lang":"de","type":"article","venue":"WIRTSCHAFTSINFORMATIK","topic":"Corporate Governance and Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Gynecology; Political science; Art; Humanities; Medicine","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001818114,0.001504557,0.001231698,0.001125368,0.001339992,0.003261307,0.001589589,0.0006230827,0.001174442],"category_scores_gemma":[0.0004008885,0.001544454,0.0006100344,0.001680465,0.0003394165,0.01201734,0.001791667,0.001075349,0.0318354],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003319596,"about_ca_system_score_gemma":0.0002419112,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001144813,"about_ca_topic_score_gemma":0.0002138985,"domain_scores_codex":[0.9927014,0.00007308795,0.002364891,0.0009101156,0.00197543,0.001975043],"domain_scores_gemma":[0.994472,0.0001351498,0.002617171,0.001721751,0.0008272511,0.0002267011],"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":[0.0006234747,0.001331113,0.01113573,0.006624809,0.003684131,0.00008661836,0.01330627,0.003939169,0.0001908606,0.1437644,0.4881588,0.3271546],"study_design_scores_gemma":[0.003341792,0.00009208403,0.006363691,0.0006172699,0.001056763,0.000004546303,0.002314792,0.1044576,0.0001261848,0.0004764837,0.8793513,0.001797439],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2320904,0.01677018,0.05039821,0.01513972,0.02914014,0.01112651,0.0004361335,0.004188872,0.6407098],"genre_scores_gemma":[0.9613733,0.0013563,0.002664109,0.01123452,0.008347291,0.0002745957,0.001880864,0.0003336428,0.01253533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7292829,"threshold_uncertainty_score":0.9999601,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009067149561798622,"score_gpt":0.1922733308890356,"score_spread":0.1832061813272369,"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."}}