{"id":"W4403063096","doi":"10.5206/cjils-rcsib.v47i2.17604","title":"Library and Information Sciences in Romanian higher education today","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Information and Library Science","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Romanian; Library science; Information science; Political science; Sociology; Computer science; Linguistics; Philosophy","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.006533162,0.0003273452,0.0008346865,0.00411063,0.005282181,0.01026152,0.0007887461,0.001882316,0.02127041],"category_scores_gemma":[0.00632575,0.0003838366,0.0004438956,0.01004659,0.004053539,0.003245538,0.00482779,0.002182125,0.005650756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006668426,"about_ca_system_score_gemma":0.01465856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008624178,"about_ca_topic_score_gemma":0.008760695,"domain_scores_codex":[0.9926899,0.002686871,0.000767134,0.0006906461,0.00152175,0.001643652],"domain_scores_gemma":[0.9959413,0.0009300415,0.0006668859,0.0006115903,0.0009639465,0.0008861426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001700373,0.0002925393,0.0299743,0.003132558,0.00005150043,0.001489209,0.0205865,0.0009418049,0.001900563,0.3462361,0.09902614,0.4961987],"study_design_scores_gemma":[0.00001235083,0.00005035447,0.05706099,0.0005537653,0.00000644555,0.0005048278,0.003602671,0.00009115739,0.0002877399,0.00373145,0.9340703,0.00002782337],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1386723,0.09244256,0.002488846,0.05417897,0.002422443,0.000221377,0.001243611,0.0002984968,0.7080314],"genre_scores_gemma":[0.7620817,0.03814168,0.007720449,0.01604053,0.00199241,0.0002349446,0.001598919,0.0002053484,0.171984],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9897385,"threshold_uncertainty_score":0.07115656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007030423563600495,"score_gpt":0.2368036909562266,"score_spread":0.2297732673926261,"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."}}