{"id":"W3116375017","doi":"10.5703/1288284317186","title":"Dual-Campus Subject Librarians at University of Central Florida","year":2020,"lang":"en","type":"article","venue":"","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Purdue Pharma (Canada)","funders":"","keywords":"Subject (documents); Downtown; Dual (grammatical number); Library science; Sociology; Politics; Political science; Public relations; Computer science; Medicine; 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":[0.003350603,0.0002703807,0.0002391247,0.002217257,0.01681603,0.00777534,0.001121434,0.002139792,0.04800544],"category_scores_gemma":[0.005711662,0.0003210552,0.000237558,0.002023994,0.00274819,0.005400908,0.004513748,0.001449018,0.005717346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0119303,"about_ca_system_score_gemma":0.02870692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06493175,"about_ca_topic_score_gemma":0.221564,"domain_scores_codex":[0.9972814,0.0007354017,0.00008647598,0.0003615947,0.0008045783,0.0007304934],"domain_scores_gemma":[0.9910119,0.001251922,0.0005359269,0.000363026,0.002072477,0.004764886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003684651,0.0005581207,0.02860214,0.0004884096,0.00003504947,0.002917766,0.09512026,0.0001287388,0.007868336,0.04688794,0.5207716,0.2962533],"study_design_scores_gemma":[0.00001524796,0.0001312311,0.01501024,0.000172425,0.00001650014,0.0006585472,0.05444911,0.0001574619,0.001761379,0.00179606,0.9257793,0.00005231446],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.4534011,0.00967632,0.004506383,0.1580053,0.001618093,0.000270348,0.0006063006,0.001095129,0.3708211],"genre_scores_gemma":[0.5764131,0.003658806,0.006254404,0.02428981,0.0005595144,0.000163436,0.0003796968,0.000220747,0.3880604],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06493175,"threshold_uncertainty_score":0.1605942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02764360612666709,"score_gpt":0.2305231247418074,"score_spread":0.2028795186151403,"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."}}