{"id":"W4206304713","doi":"10.1007/s11613-021-00750-3","title":"Agile Erzählungen","year":2022,"lang":"de","type":"article","venue":"Organisationsberatung Supervision Coaching","topic":"Psychology, Coaching, and Therapy","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cegep de Sainte Foy","funders":"Universität Kassel","keywords":"Agile software development; Computer science; Software engineering","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002959386,0.0008229521,0.0008149189,0.0007911788,0.005391996,0.0004473181,0.001593178,0.000418918,0.06421778],"category_scores_gemma":[0.0001807281,0.000962131,0.0004369248,0.001401932,0.0001919,0.0004083324,0.0008715775,0.002962788,0.004756156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006221651,"about_ca_system_score_gemma":0.0003533684,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005746248,"about_ca_topic_score_gemma":0.00003146325,"domain_scores_codex":[0.9906173,0.003949502,0.001271337,0.001740597,0.001111862,0.001309371],"domain_scores_gemma":[0.9961182,0.0008270835,0.000453627,0.002027831,0.0001467356,0.0004265284],"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":[0.001264877,0.007638315,0.03381853,0.0001620567,0.003847392,0.0008396392,0.183095,0.001840135,0.06579778,0.1683095,0.4630138,0.07037296],"study_design_scores_gemma":[0.003507286,0.0007960534,0.005948097,0.00004568904,0.0003859127,0.0002821762,0.01107219,0.001218822,0.0002237781,0.004273745,0.9708716,0.001374659],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7133136,0.07650792,0.009866459,0.01867642,0.06613667,0.003089091,0.001567431,0.001546804,0.1092956],"genre_scores_gemma":[0.9750186,0.000700785,0.0009004478,0.007561162,0.0023635,0.000219329,0.001097085,0.0003382655,0.01180082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5078578,"threshold_uncertainty_score":0.9993374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02614207475389831,"score_gpt":0.3060874222286309,"score_spread":0.2799453474747326,"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."}}