{"id":"W3142886994","doi":"10.29173/iasl7693","title":"sba Frankfurt/Main - A Competence Center for School Libraries","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; School library; Portfolio; Competence (human resources); Library science; Work (physics); Center (category theory); Context (archaeology); Political science; Sociology; Public relations; Public administration; Pedagogy; Management; Business; Engineering; Geography; Computer science; Economics; Finance","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":[],"consensus_categories":[],"category_scores_codex":[0.0005592993,0.0001479734,0.0002191504,0.00007917933,0.0006075769,0.0006370994,0.0004804067,0.0001835115,0.0005257506],"category_scores_gemma":[0.003670311,0.0001436397,0.00008205834,0.0004404319,0.0004851795,0.0009494479,0.0001282993,0.0002190906,0.00003571713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000456426,"about_ca_system_score_gemma":0.0009038441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001026449,"about_ca_topic_score_gemma":0.00008386235,"domain_scores_codex":[0.9985996,0.00003469354,0.0002310768,0.0003936646,0.0002852251,0.0004557661],"domain_scores_gemma":[0.9981886,0.000193909,0.0001139075,0.0001112572,0.00122438,0.0001679692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002579337,0.000130299,0.03066319,0.00008443635,0.00002768953,0.000002923303,0.1759433,7.823119e-8,0.0007079577,0.7509885,0.02408938,0.01733654],"study_design_scores_gemma":[0.0002904048,0.00006393653,0.002812996,0.00008917488,0.00001336623,0.0000041668,0.4996537,0.00002306072,0.003664823,0.1407159,0.3523902,0.000278287],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8657831,0.0007637357,0.008907714,0.06731958,0.001116804,0.0009622886,0.0002579401,0.001084044,0.05380479],"genre_scores_gemma":[0.9218504,0.0001946969,0.07159378,0.001067573,0.0003072602,0.0001476033,0.00001316617,0.0000145052,0.00481098],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6102726,"threshold_uncertainty_score":0.6143565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05554638516977103,"score_gpt":0.352122701324272,"score_spread":0.296576316154501,"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."}}