{"id":"W2757202472","doi":"10.29173/iasl7157","title":"Education for Teacher Librarians in Germany","year":2017,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Administration","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; Perception; Plan (archaeology); Library science; Sociology; Pedagogy; Medical education; Psychology; Political science; Computer science; Medicine; Geography","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004412997,0.00008468959,0.00009943834,0.00006795392,0.0008288065,0.001194833,0.0006256698,0.0001015574,0.0001346761],"category_scores_gemma":[0.0004610356,0.00008256309,0.00003318764,0.00008748464,0.0002674096,0.005770899,0.00004305818,0.00009508606,0.00002547951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002667029,"about_ca_system_score_gemma":0.001075375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005674104,"about_ca_topic_score_gemma":0.0002901433,"domain_scores_codex":[0.9991083,0.000009067545,0.0001522384,0.0002526756,0.0001941388,0.0002835964],"domain_scores_gemma":[0.9994164,0.00001807579,0.0001489604,0.00009367741,0.0002085429,0.0001143644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00004028776,0.0002087945,0.156975,0.00003610749,0.000004230001,7.281183e-7,0.4105972,7.703861e-8,0.000318491,0.3685023,0.01558601,0.04773081],"study_design_scores_gemma":[0.0005072788,0.000194858,0.3267466,0.0001523814,0.0000109597,0.000001548621,0.2924858,0.0002749234,0.0007355117,0.1196834,0.2586851,0.0005217099],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8272628,0.0000137384,0.00004893188,0.01555628,0.0003151251,0.0003927779,0.000007268514,0.00005429201,0.1563487],"genre_scores_gemma":[0.9805103,0.00001712979,0.0005046049,0.0003338266,0.0004558567,0.00007466268,0.000003468172,0.000005810363,0.01809436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2488189,"threshold_uncertainty_score":0.999842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05154095767727167,"score_gpt":0.3480524000237533,"score_spread":0.2965114423464816,"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."}}