{"id":"W4248403526","doi":"10.29173/slw6932","title":"German School Libraries - Requirement and Reality","year":2017,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Staffing; School library; Neglect; Resource (disambiguation); Public relations; Political science; Sociology; Business; Library science; Psychology; Computer science; History; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001145937,0.0002058429,0.0002825467,0.0001392009,0.003892122,0.003545524,0.001123024,0.0001835415,0.001406203],"category_scores_gemma":[0.006449111,0.000193247,0.00007073127,0.0001917135,0.002091307,0.004156049,0.0005921482,0.0003739307,0.0001044644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006481163,"about_ca_system_score_gemma":0.0007632199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001709581,"about_ca_topic_score_gemma":0.0007045431,"domain_scores_codex":[0.9979934,0.0002930518,0.0003446849,0.0004550511,0.0003886884,0.0005251945],"domain_scores_gemma":[0.9977205,0.0002900644,0.0003243781,0.001163948,0.00007128384,0.0004297807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002129582,0.00002807339,0.1293839,0.00002096884,0.00002693207,0.000004960869,0.001466276,1.385796e-7,0.00005831712,0.7910988,0.06159244,0.01629786],"study_design_scores_gemma":[0.0001618709,0.00001753082,0.1414216,0.00004156528,0.00001478986,5.638794e-7,0.003420053,0.000001586092,0.0007541596,0.3392992,0.5146489,0.0002181814],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1466072,0.003699601,0.0005007033,0.2536883,0.001951407,0.0008789834,0.00003379943,0.001489038,0.5911509],"genre_scores_gemma":[0.8874173,0.001550581,0.06744485,0.001926437,0.001290858,0.0001254709,0.00001551311,0.00004532079,0.04018366],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.74081,"threshold_uncertainty_score":0.9995067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07366709147859919,"score_gpt":0.3934943569783003,"score_spread":0.3198272654997011,"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."}}