{"id":"W3096320974","doi":"10.32461/2409-9805.1.2020.205419","title":"LIBRARY SOCIAL INSTITUTE IN THE FIRST QUARTER OF THE 21ST CENTURY: HISTORICAL AND SOCIO-CULTURAL FACTORS OF DEVELOPMENT","year":2020,"lang":"en","type":"article","venue":"Scientific journal “Library Science Record Studies Informology”","topic":"Library Science and Information","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Informatization; Social change; Quarter (Canadian coin); Public relations; Sociology; Political science; Information society; Social science; Digital library; Digital transformation; Library science; Geography; Engineering","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":[0.002605824,0.0001203541,0.000199044,0.002767635,0.005898524,0.01019412,0.0005379677,0.0006560773,0.004547569],"category_scores_gemma":[0.004469152,0.0001356803,0.0002006323,0.004093455,0.006327905,0.005469669,0.005994,0.001483777,0.000458879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01452588,"about_ca_system_score_gemma":0.01069629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02171659,"about_ca_topic_score_gemma":0.0269453,"domain_scores_codex":[0.9975944,0.001169514,0.0001060688,0.0001660405,0.0004646876,0.0004993087],"domain_scores_gemma":[0.9968278,0.0007409931,0.0006848512,0.0001315584,0.0006283901,0.0009863889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001035065,0.0002061367,0.1321906,0.0004816153,0.00005181003,0.001290339,0.4632014,0.0004032406,0.0006536127,0.2656043,0.01136684,0.1244465],"study_design_scores_gemma":[0.000006153859,0.00009243955,0.2446617,0.0005271496,0.00002321519,0.0005254131,0.3318357,0.0002160979,0.0006140072,0.01207448,0.4093673,0.00005634761],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8292593,0.01196748,0.00104092,0.02464582,0.0002911302,0.00006775068,0.0003115538,0.00006382706,0.1323523],"genre_scores_gemma":[0.9950091,0.001705189,0.0001208501,0.0003244054,0.00005650433,0.00001314576,0.00003293845,0.00001035427,0.002727518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02171659,"threshold_uncertainty_score":0.1053932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03523192306443788,"score_gpt":0.2391610342732698,"score_spread":0.2039291112088319,"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."}}