{"id":"W2034505503","doi":"10.5210/fm.v14i7.2588","title":"Public library revitalization in India: Hopes, challenges, and new visions","year":2009,"lang":"en","type":"article","venue":"First Monday","topic":"Library Science and Administration","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Vision; Commission; Public relations; Political science; Public administration; Economic growth; Sociology; Economics; Law","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01265357,0.0006004866,0.0006133176,0.001808086,0.008668062,0.02350506,0.002999682,0.009738537,0.005866617],"category_scores_gemma":[0.008866811,0.0003218425,0.0009113581,0.003032217,0.01332325,0.02010805,0.009834349,0.00982787,0.001123079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01110027,"about_ca_system_score_gemma":0.03132142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01398669,"about_ca_topic_score_gemma":0.02518651,"domain_scores_codex":[0.9915754,0.003065371,0.0002716871,0.0004059344,0.001644949,0.003036742],"domain_scores_gemma":[0.9863058,0.004057274,0.001074732,0.0006698198,0.002563369,0.005328921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001849417,0.0005402113,0.005864512,0.002745783,0.0000530825,0.002002769,0.02700513,0.001267191,0.0009237283,0.4867586,0.2389001,0.233754],"study_design_scores_gemma":[0.0000340944,0.0003287955,0.009235223,0.002065159,0.00005831404,0.001617942,0.2205236,0.001554746,0.001048127,0.1207523,0.642564,0.0002176547],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01859106,0.034816,0.000886548,0.9114509,0.002749562,0.00002513156,0.00007198715,0.0001422738,0.0312665],"genre_scores_gemma":[0.7795656,0.09386193,0.005794095,0.0902327,0.004257739,0.0001422776,0.0001875601,0.00007098437,0.02588705],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02350506,"threshold_uncertainty_score":0.08053851,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07312628144926299,"score_gpt":0.280517210619566,"score_spread":0.207390929170303,"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."}}