{"id":"W1493892631","doi":"10.1108/00242531111147189","title":"Advocacy and evidence for sustainable public computer access","year":2011,"lang":"en","type":"article","venue":"Library Review","topic":"Library Science and Administration","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Disadvantaged; Public relations; Government (linguistics); Information and Communications Technology; Empirical evidence; Business; Political science; Economic growth; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0004546726,0.00007403697,0.000142246,0.00003402068,0.0003491339,0.0004863708,0.0005073854,0.00003392075,0.0007941256],"category_scores_gemma":[0.0001565878,0.00006025313,0.00004886036,0.0004168581,0.000157611,0.01896189,0.0001341544,0.00004150927,0.00001530218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000004813665,"about_ca_system_score_gemma":0.0006455487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006303365,"about_ca_topic_score_gemma":0.000004307287,"domain_scores_codex":[0.9990644,0.0001248535,0.000173139,0.0002219102,0.0001298322,0.0002858775],"domain_scores_gemma":[0.9994364,0.0001368994,0.00008311897,0.0001458725,0.00003325457,0.000164468],"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":[0.00001189885,0.00005653264,0.03559654,0.00336942,0.000008321433,0.00001376971,0.002170202,1.879896e-8,8.354671e-7,0.7269648,0.1437498,0.08805779],"study_design_scores_gemma":[0.00006101927,0.0000820188,0.005172567,0.0009711384,0.00001150392,0.000001288702,0.0002776848,0.0000107659,0.00002095948,0.0133733,0.979888,0.0001298179],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02232296,0.4506571,0.002726102,0.1621138,0.0008167746,0.007599021,0.000006773729,0.0008474357,0.35291],"genre_scores_gemma":[0.4163572,0.4533073,0.0176536,0.05426874,0.001526505,0.000392528,0.00003739598,0.0000444773,0.05641225],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8361381,"threshold_uncertainty_score":0.9947594,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2446526709416585,"score_gpt":0.392106598834707,"score_spread":0.1474539278930485,"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."}}