{"id":"W4386410680","doi":"10.3224/zqf.v24i1.15","title":"Maria Kondratjuk/Olaf Dörner/Sandra Tiefel/Heike Ohlbrecht (Hrsg.): Qualitative Forschung auf dem Prüfstand. Beiträge zur Professionalisierung qualitativ-empirischer Forschung in den Sozial- und Bildungswissenschaften. Opladen/Berlin/Toronto: Verlag Barbara Budrich 2022, 393 S., ISBN 978-3-8474-2618-9. 65,00 €","year":2023,"lang":"de","type":"article","venue":"ZQF – Zeitschrift für Qualitative Forschung","topic":"Sociology and Education Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.03723556,0.00382213,0.005408656,0.001888568,0.007809084,0.00120083,0.003308487,0.004236021,0.002507895],"category_scores_gemma":[0.01697605,0.003806206,0.002026716,0.007954022,0.005888517,0.005708626,0.001947267,0.005341319,0.004468769],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001642839,"about_ca_system_score_gemma":0.005945193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01755094,"about_ca_topic_score_gemma":0.01362803,"domain_scores_codex":[0.9449394,0.03090755,0.006917998,0.00524174,0.005183491,0.00680982],"domain_scores_gemma":[0.9560429,0.03247995,0.003970843,0.002266585,0.003187978,0.002051681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001620289,0.001063397,0.007679734,0.0008836862,0.004816329,0.0001491503,0.6829425,0.00007957363,0.0006921457,0.1978869,0.1015967,0.0005897031],"study_design_scores_gemma":[0.005801211,0.001025362,0.01233577,0.001807793,0.001580096,0.00001020274,0.7591019,0.0003903519,0.0003215062,0.01616119,0.1970858,0.004378772],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7187503,0.1664197,0.001888907,0.03498202,0.02606815,0.01275015,0.003909681,0.002357435,0.03287365],"genre_scores_gemma":[0.9024605,0.01311427,0.006712021,0.002861964,0.005933051,0.004619001,0.003081186,0.001060735,0.06015727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1837102,"threshold_uncertainty_score":0.999836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07819122315131032,"score_gpt":0.4807048382660386,"score_spread":0.4025136151147283,"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."}}