{"id":"W2104831745","doi":"10.1177/0340035206070181","title":"Public Library Partnerships which Add Value to the Community: the Hamilton Public Library experience","year":2006,"lang":"en","type":"article","venue":"IFLA Journal","topic":"Library Science and Administration","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Empowerment; Value (mathematics); Order (exchange); Public relations; Sociology; Selection (genetic algorithm); Library science; Public administration; Political science; Business; Computer science; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006261572,0.0002293682,0.0004112684,0.000873913,0.03282032,0.009894746,0.001886604,0.002787376,0.01238801],"category_scores_gemma":[0.009335551,0.0007383202,0.0002569954,0.002749639,0.01282389,0.005894471,0.01722448,0.003537999,0.0006129281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02889743,"about_ca_system_score_gemma":0.1005598,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4745016,"about_ca_topic_score_gemma":0.7983456,"domain_scores_codex":[0.9905534,0.004464141,0.0001234229,0.0002314215,0.001461788,0.003165789],"domain_scores_gemma":[0.981709,0.003069459,0.000669608,0.0003804221,0.001957924,0.01221358],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000204282,0.0006929716,0.01810132,0.0004560934,0.00003065821,0.008329444,0.6620678,0.0002354056,0.0006961498,0.09531588,0.1202105,0.0936596],"study_design_scores_gemma":[0.00007030623,0.0001317589,0.005783365,0.0002268754,0.00001411927,0.001020017,0.5923711,0.0001601245,0.000217452,0.004037147,0.395922,0.0000456792],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6867116,0.00516413,0.001264488,0.1192325,0.0007810713,0.0003914048,0.0001533404,0.0001603375,0.1861411],"genre_scores_gemma":[0.9608631,0.002399412,0.0005788708,0.007128188,0.00007529467,0.00009218049,0.00003545479,0.00004448609,0.02878306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5254984,"threshold_uncertainty_score":0.9434794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1538508270824964,"score_gpt":0.309985496103292,"score_spread":0.1561346690207956,"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."}}