{"id":"W6908682898","doi":"10.30424/oejs2406200","title":"Jens Pothmann / Holger Schmidt (2022): Soziale Arbeit – die Organisationen und Institutionen (211 Seiten). Opladen und Toronto: Verlag Barbara Budrich","year":2024,"lang":"de","type":"review","venue":"Multilingual Matters (Channel View Publications)","topic":"Currency Recognition and Detection","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Government (linguistics)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001759346,0.001947598,0.002277496,0.00142074,0.001627786,0.003664048,0.002896474,0.001175215,0.00261493],"category_scores_gemma":[0.0007826329,0.001932442,0.001177514,0.003338555,0.0004882069,0.003251402,0.001410548,0.001709449,0.02528681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001771232,"about_ca_system_score_gemma":0.002344282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009465699,"about_ca_topic_score_gemma":0.0007417786,"domain_scores_codex":[0.9891396,0.0008568182,0.003097675,0.003535705,0.001743553,0.001626711],"domain_scores_gemma":[0.992499,0.0005109465,0.001456786,0.002895619,0.001656879,0.0009807969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003783035,0.001515181,0.00001949926,0.01433527,0.003113709,0.00009600773,0.004944577,0.0001535145,0.00007808062,0.004540351,0.08502849,0.8861375],"study_design_scores_gemma":[0.0007931459,0.0001246005,0.00008359515,0.004312859,0.00292654,0.0001202881,0.0002088438,0.009344182,0.00004599897,0.0005002819,0.9795019,0.002037743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008809093,0.9384817,0.0298665,0.007889561,0.01382835,0.004055659,0.0009264958,0.001630847,0.003232731],"genre_scores_gemma":[0.001994398,0.9644723,0.003412565,0.005630517,0.004542803,0.002255846,0.005265466,0.0004590956,0.011967],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8944734,"threshold_uncertainty_score":0.9996719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05093203493345522,"score_gpt":0.3520907867889536,"score_spread":0.3011587518554984,"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."}}