{"id":"W4319320794","doi":"10.1002/citp.202370104","title":"Forschung und Entwicklung","year":2023,"lang":"de","type":"article","venue":"CITplus","topic":"Corporate Governance and Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Citation; Computer science; Library science; World Wide Web; Information retrieval","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005690845,0.0003829414,0.0003574388,0.0004498419,0.0003669208,0.0007913659,0.0005381933,0.0001301431,0.0008940721],"category_scores_gemma":[0.0001133466,0.0004079335,0.0002161025,0.002064122,0.000073531,0.001139285,0.001045513,0.0002221428,0.05395634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093175,"about_ca_system_score_gemma":0.00005070195,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004912353,"about_ca_topic_score_gemma":0.0001511825,"domain_scores_codex":[0.997502,0.00001365389,0.0004497594,0.0006197914,0.0005587377,0.0008561118],"domain_scores_gemma":[0.9987658,0.00004692171,0.0004147991,0.0005970536,0.0001384446,0.00003702874],"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":[0.00006011825,0.00009877055,0.01011266,0.001098922,0.0004493913,0.0004913001,0.0001568859,0.0002939066,0.0001192201,0.05788534,0.8872542,0.04197932],"study_design_scores_gemma":[0.0008168589,0.00001309506,0.01974915,0.0002113742,0.0004775818,2.805693e-7,0.0002819882,0.006271903,0.00002283654,0.004643722,0.9670026,0.0005085755],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4345675,0.05019102,0.002839456,0.03136478,0.0586818,0.004884493,0.0001067221,0.005303083,0.4120612],"genre_scores_gemma":[0.8844273,0.004574537,0.00007167454,0.006727617,0.01355329,0.0001150802,0.0005187714,0.0002246546,0.08978707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4498599,"threshold_uncertainty_score":0.9998373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02416894884661104,"score_gpt":0.2397878967982939,"score_spread":0.2156189479516829,"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."}}