{"id":"W4255781377","doi":"10.1108/s1876-0562(2013)0000008004","title":"Preface","year":2013,"lang":"en","type":"book-chapter","venue":"Library and information science","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information literacy; Publishing; Literacy; Citation; Sociology; Library science; Public relations; Psychology; Political science; Pedagogy; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication","insufficient_payload"],"category_scores_codex":[0.0003938596,0.0001758167,0.0001568661,0.000547094,0.001204483,0.002360856,0.0007962899,0.0001710728,0.008783215],"category_scores_gemma":[0.00005674859,0.0001528078,0.00004597598,0.0003475393,0.001786367,0.448868,0.000250261,0.000216285,0.002703419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001613962,"about_ca_system_score_gemma":0.0008139047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005716399,"about_ca_topic_score_gemma":4.750254e-8,"domain_scores_codex":[0.9981339,0.00001359739,0.0004725893,0.0001841549,0.0008523962,0.0003433809],"domain_scores_gemma":[0.9988964,0.00006108399,0.0003346005,0.0002611408,0.00007862948,0.0003681169],"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":[0.000001653038,9.888781e-7,0.00001639097,0.00001169456,0.000001271599,1.114795e-7,0.003871821,9.744732e-7,8.029569e-7,0.9628943,0.01192644,0.02127357],"study_design_scores_gemma":[0.00005911778,0.0000216671,0.0002394704,0.0000443702,0.000002194128,0.000001665711,0.000490242,0.0001306238,0.00002817705,0.01843148,0.9803345,0.0002164514],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001569381,0.00008356087,0.00003140365,0.00537204,0.0004505208,0.0003645007,0.00002386146,0.0002008135,0.9933164],"genre_scores_gemma":[0.002505132,0.002828759,0.001160302,0.01798138,0.0002238706,0.00001077009,0.00006963612,0.000008556375,0.9752116],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9684081,"threshold_uncertainty_score":0.9986748,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01163475752168852,"score_gpt":0.2314910461512871,"score_spread":0.2198562886295986,"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."}}