{"id":"W239081409","doi":"10.29173/slw6948","title":"Editorial: The Synergy of Making Connections","year":2001,"lang":"en","type":"editorial","venue":"School Libraries Worldwide","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Sociology; The Internet; Event (particle physics); Media studies; Public relations; Management; Library science; Political science; Engineering; World Wide Web; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008900401,0.0003617913,0.0005007377,0.0002956798,0.001336803,0.005021926,0.00211238,0.0004743496,0.002036384],"category_scores_gemma":[0.006198361,0.0002680401,0.0002583155,0.0002206159,0.0006237448,0.002873145,0.000465032,0.002653472,0.0001008544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008723015,"about_ca_system_score_gemma":0.000890904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001105421,"about_ca_topic_score_gemma":0.001885064,"domain_scores_codex":[0.9971081,0.0004256436,0.0007243367,0.0003584787,0.00100425,0.0003791894],"domain_scores_gemma":[0.9937494,0.00325241,0.0007038041,0.00148339,0.0007148276,0.00009619864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003787734,0.00003191794,0.00001436052,0.00003175123,0.0001081799,7.337549e-7,0.001684913,0.00000643,0.000001179821,0.1343539,0.8634706,0.0002581319],"study_design_scores_gemma":[0.0002005365,0.00003883823,0.000007180538,0.0002568979,0.00009706845,4.018474e-7,0.001341206,0.000004378202,0.0000033978,0.01579864,0.9819578,0.0002936751],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000008068803,0.001622323,0.00001176646,0.001935447,0.8144233,0.0001630253,0.0002539698,0.0002290282,0.1813531],"genre_scores_gemma":[0.001479888,0.0002686227,0.00007849133,0.0001301343,0.9461056,0.00007904083,0.0006262806,0.00008177581,0.05115015],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1316824,"threshold_uncertainty_score":0.9999772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01904513455774381,"score_gpt":0.2432231275386282,"score_spread":0.2241779929808844,"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."}}