{"id":"W4296312950","doi":"10.14361/9783839463543","title":"Transferprotokolle","year":2022,"lang":"de","type":"book","venue":"Urban studies","topic":"Public Administration and Political Analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Business administration; Art; Business","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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000798412,0.0004111359,0.0009398019,0.0001862028,0.002436717,0.000121355,0.0005627923,0.000224234,0.03242479],"category_scores_gemma":[0.0004189762,0.0003830075,0.0006214971,0.0005176847,0.001551047,0.0001080733,0.0001860533,0.0006094498,0.001386362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006340303,"about_ca_system_score_gemma":0.001319028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001545021,"about_ca_topic_score_gemma":0.0004728768,"domain_scores_codex":[0.9964632,0.0004953095,0.0006277791,0.0006011404,0.001125551,0.0006869519],"domain_scores_gemma":[0.9983013,0.0006600496,0.0001674727,0.0003271086,0.0002330706,0.0003109966],"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":[0.00001092919,0.00007412957,0.0001132841,0.0000691246,0.001308539,0.00002298013,0.01661107,4.949208e-7,1.880992e-7,0.4367376,0.544432,0.0006196261],"study_design_scores_gemma":[0.0001721547,0.0001424499,0.00001776649,0.00002861459,0.0006017282,5.270814e-7,0.01450221,0.000004330666,0.000001128683,0.01462053,0.9694898,0.0004187695],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000327311,0.02332254,0.00002001525,0.0153242,0.001452617,0.0006949771,0.0003586781,0.0001247381,0.9586695],"genre_scores_gemma":[0.009345398,0.005615901,0.00002402315,0.001677006,0.002321238,0.0002532603,0.0001500309,0.00003019029,0.980583],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4250577,"threshold_uncertainty_score":0.9998622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07362728872463017,"score_gpt":0.3633645073094467,"score_spread":0.2897372185848165,"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."}}