{"id":"W2993561757","doi":"10.29173/slw6926","title":"A Regional German School Library Association: A Story of Success?","year":2017,"lang":"en","type":"article","venue":"School Libraries Worldwide","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"German; School library; Association (psychology); State (computer science); Library science; Political science; Federal state; Sociology; Public administration; Geography; Psychology; Computer science","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":["scholarly_communication"],"category_scores_codex":[0.0008336997,0.0001652039,0.0002617472,0.0001524967,0.002948965,0.002106648,0.001570226,0.0001685935,0.00464159],"category_scores_gemma":[0.002112909,0.0001650226,0.0001477458,0.0003315604,0.0007428638,0.01831293,0.0002327969,0.0004387655,0.0002885603],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007230094,"about_ca_system_score_gemma":0.002793824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000260012,"about_ca_topic_score_gemma":0.0002180474,"domain_scores_codex":[0.9975702,0.0003864108,0.0003584143,0.0003562689,0.0008585828,0.0004700892],"domain_scores_gemma":[0.9976534,0.0003896641,0.000736615,0.0006533718,0.00006810841,0.0004988205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004248558,0.00004249168,0.5680008,0.00001374119,0.00002685593,0.000009021957,0.00130777,0.000001028077,0.00006913731,0.1357415,0.2939974,0.0007478091],"study_design_scores_gemma":[0.000270512,0.00003256046,0.3445134,0.00005934499,0.00001270303,5.312891e-7,0.0009971356,0.000005237735,0.0006077446,0.02472257,0.628566,0.0002122858],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2790581,0.0006153274,0.00001942991,0.1581876,0.001345185,0.0004650336,0.00004817177,0.0003656039,0.5598955],"genre_scores_gemma":[0.8507298,0.0001563615,0.001469965,0.002057255,0.001424659,0.00002157868,0.00002992498,0.0000204984,0.14409],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5716716,"threshold_uncertainty_score":0.9989293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02512728324477307,"score_gpt":0.2992540571572311,"score_spread":0.274126773912458,"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."}}