{"id":"W2782125772","doi":"10.29173/slw6933","title":"School Libraries and Librarianship in Germany: Opportunities and Outliers","year":2017,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School library; Library science; Sociology; Mathematics education; Computer science; Psychology","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":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["sts"],"category_scores_codex":[0.0009141383,0.000251515,0.0003618168,0.0003802053,0.002174383,0.004739119,0.0008732263,0.0002525275,0.0005822462],"category_scores_gemma":[0.00489323,0.0002478549,0.00004657255,0.0002184486,0.002893587,0.006760564,0.0005580469,0.0005001891,0.00002172096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003537265,"about_ca_system_score_gemma":0.0009879211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008732813,"about_ca_topic_score_gemma":0.0006114827,"domain_scores_codex":[0.9980105,0.0003237944,0.0003664846,0.000459941,0.0002746706,0.0005646714],"domain_scores_gemma":[0.9979512,0.0005517969,0.0002537912,0.0007073074,0.00003667282,0.0004992137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002576933,0.0000169684,0.3302819,0.0000269452,0.00001589207,0.00001818828,0.003268778,1.517674e-7,0.00001217844,0.6440347,0.00649539,0.01580305],"study_design_scores_gemma":[0.0003510122,0.00002376907,0.3826133,0.00009836435,0.00001469587,0.000002077188,0.03930325,0.000004822448,0.0001467225,0.2982423,0.2788458,0.0003539078],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.45244,0.00821736,0.00008784506,0.2003384,0.001070041,0.0007170544,0.00002920883,0.0008551356,0.3362449],"genre_scores_gemma":[0.9231367,0.005539503,0.03225274,0.002071512,0.0005589398,0.0001107986,0.000008765925,0.0000570266,0.03626406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4706967,"threshold_uncertainty_score":0.9999974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08773491468498561,"score_gpt":0.3410859913201981,"score_spread":0.2533510766352124,"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."}}