{"id":"W2524262208","doi":"10.18438/b8hs6m","title":"Faculty Still Rely on Library Resources and Services for their Research","year":2016,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Scientific Research and Technology","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Library science; Scholarly communication; Publishing; Dissemination; Resource (disambiguation); World Wide Web; Computer science; Interlibrary loan; Collection development; Public relations; Medical education; Political science; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.01000596,0.0008319443,0.001766562,0.006771255,0.006883973,0.02132812,0.003864285,0.003659752,0.1735628],"category_scores_gemma":[0.04986067,0.000826612,0.0009935366,0.01663658,0.004831351,0.01389241,0.01459988,0.002997233,0.1779209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004987016,"about_ca_system_score_gemma":0.01930298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01333566,"about_ca_topic_score_gemma":0.01834451,"domain_scores_codex":[0.9831973,0.003554207,0.001202646,0.002389494,0.00699659,0.002659722],"domain_scores_gemma":[0.8787801,0.03354583,0.01157872,0.0197809,0.02874795,0.02756662],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001235538,0.0001943837,0.01049504,0.002490525,0.00008860139,0.0004859463,0.006591321,0.0001153655,0.00168151,0.02152915,0.4695658,0.4866388],"study_design_scores_gemma":[0.00001885039,0.00003961076,0.0065414,0.0007946778,0.00003032807,0.0003759823,0.005649859,0.00004851471,0.0002365721,0.004272616,0.9819403,0.00005132607],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04630615,0.09525404,0.009625342,0.1313928,0.007738196,0.0003382933,0.006183199,0.004590042,0.698572],"genre_scores_gemma":[0.24563,0.05246456,0.008958,0.07283492,0.007318635,0.000561939,0.006802414,0.002907161,0.6025223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.989994,"threshold_uncertainty_score":0.5806253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0563487319534476,"score_gpt":0.327879539545358,"score_spread":0.2715308075919104,"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."}}