{"id":"W2089528207","doi":"10.1080/00049670.2013.878269","title":"Developing community-led public libraries: Evidence from the UK and Canada","year":2014,"lang":"en","type":"article","venue":"The Australian Library Journal","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Project commissioning; Library science; Political science; Publishing; Media studies; Sociology; Law; 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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001441031,0.0001209843,0.0001216159,0.00002590235,0.00453971,0.002791672,0.001647128,0.00005678581,0.0007773808],"category_scores_gemma":[0.000485541,0.00006819947,0.00003689713,0.0003317944,0.0006269318,0.006597232,0.0001663145,0.0006962867,0.000009052973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003401183,"about_ca_system_score_gemma":0.002897084,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2169074,"about_ca_topic_score_gemma":0.2361718,"domain_scores_codex":[0.9969005,0.00186356,0.0002653973,0.0001185112,0.0004659383,0.0003860726],"domain_scores_gemma":[0.9973743,0.001867305,0.0001829907,0.0002908781,0.00002459141,0.0002599229],"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":[0.00003136312,0.00001635765,0.4958075,0.000007671673,0.00005407624,0.00001507487,0.03108833,0.000007013331,0.00007924579,0.1624388,0.3031901,0.007264506],"study_design_scores_gemma":[0.0002065339,0.00006724009,0.3125883,0.0002075842,0.00001947316,0.00003594189,0.04296507,0.00002284234,0.0004226537,0.07624308,0.5669239,0.0002974047],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.663684,0.0001250971,0.00006797419,0.3327639,0.0003855732,0.00009345823,0.00000642382,0.00003142275,0.002842118],"genre_scores_gemma":[0.9879462,0.0002264239,0.0008103639,0.006834,0.0009303834,0.000002192584,0.000006410838,0.000008317325,0.003235691],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3259299,"threshold_uncertainty_score":0.9982435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.106234903302902,"score_gpt":0.2983522930130961,"score_spread":0.192117389710194,"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."}}