{"id":"W2210988985","doi":"10.18438/b82885","title":"Conceptualizing Practical Aspects of Public Library Initiatives Provides a Useful Model for Future Research","year":2015,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Penticton Regional Hospital; Okanagan College","funders":"","keywords":"Relevance (law); Public relations; Library science; Qualitative research; Government (linguistics); Agency (philosophy); Community engagement; Sociology; Exploratory research; Grounded theory; Qualitative property; Political science; Computer science; Social science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005553042,0.0001039305,0.0001437676,0.0002433003,0.0007668538,0.0008719342,0.0003456973,0.0001233337,0.00009297823],"category_scores_gemma":[0.01448483,0.00009843888,0.00003664445,0.0007373986,0.000306132,0.2746916,0.0002014544,0.0005546847,0.00001344654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002214556,"about_ca_system_score_gemma":0.002815251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002967269,"about_ca_topic_score_gemma":0.000001105769,"domain_scores_codex":[0.9952809,0.003251642,0.0003699275,0.0001354934,0.0006613215,0.0003006996],"domain_scores_gemma":[0.9896671,0.009061486,0.0003678791,0.0002468644,0.0003950151,0.0002616391],"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":[0.0003155316,0.00007644825,0.0003092085,0.0001226875,0.00001598451,8.484777e-7,0.03831822,0.0001833807,0.000002169641,0.9527052,0.003941629,0.00400867],"study_design_scores_gemma":[0.0004019331,0.0002683913,0.0002967531,0.0001902244,0.00001692231,0.000001605158,0.26434,0.02427615,0.0001843224,0.004377189,0.7055156,0.0001308307],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01080725,0.002015492,0.01496268,0.7687994,0.0002518021,0.001528029,0.00002759479,0.000409757,0.2011979],"genre_scores_gemma":[0.9468986,0.002499818,0.02997576,0.01985661,0.0002659014,0.0001217283,0.00006323055,0.00001509551,0.0003032299],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.948328,"threshold_uncertainty_score":0.9938166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2668299340370099,"score_gpt":0.4244184914362239,"score_spread":0.157588557399214,"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."}}