{"id":"W314968949","doi":"","title":"International Public Library Trends","year":2003,"lang":"en","type":"article","venue":"Australasian public libraries and information services","topic":"Library Science and Administration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lifelong learning; Government (linguistics); Workforce; Library science; Publishing; Service (business); Project commissioning; Workforce development; Public relations; Political science; Management; Public administration; Business; Marketing","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"],"category_scores_codex":[0.0002653668,0.0001287319,0.0001053396,0.0003633045,0.0006990171,0.005942884,0.0004722493,0.0001287527,0.005906488],"category_scores_gemma":[0.00004626364,0.0001173313,0.00004351935,0.000860123,0.0002614603,0.119999,0.00006646656,0.0001080528,0.00008082527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001124836,"about_ca_system_score_gemma":0.0003747685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004043762,"about_ca_topic_score_gemma":0.00002586173,"domain_scores_codex":[0.9986422,0.00009317931,0.0003399662,0.0001520135,0.0004079582,0.0003646683],"domain_scores_gemma":[0.999259,0.00004021995,0.0001769034,0.0001436263,0.00005409522,0.0003261814],"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":[0.000002542249,0.00001593681,0.04620717,0.00001129239,0.00001081138,4.703511e-7,0.004704335,2.281882e-7,9.674063e-7,0.9231241,0.005599007,0.02032312],"study_design_scores_gemma":[0.0001776668,0.00002164862,0.01480201,0.000005526791,0.000002250285,0.000003536049,0.01786811,0.00003855383,0.00004326804,0.0039736,0.9629241,0.0001397743],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03801631,0.00003446311,0.00004078326,0.08785411,0.0005753906,0.0000919493,0.00002735109,0.0002582339,0.8731014],"genre_scores_gemma":[0.987574,0.0002776411,0.001128452,0.004022491,0.0001985898,0.00001252877,0.0003209743,0.000006556626,0.006458713],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.957325,"threshold_uncertainty_score":0.9950891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02010254432337403,"score_gpt":0.250911533782626,"score_spread":0.230808989459252,"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."}}