{"id":"W1898432749","doi":"10.18438/b87s4c","title":"Graduate Students Reference Open Access Content in Literature Review Assignments","year":2015,"lang":"en","type":"article","venue":"Evidence Based Library and Information Practice","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Coursework; Library science; Class (philosophy); Index (typography); Sample (material); World Wide Web; Mathematics education; Psychology","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.09745551,0.001006068,0.001808085,0.03205339,0.00337557,0.008611212,0.003300094,0.003206209,0.07586883],"category_scores_gemma":[0.3491748,0.001181213,0.001763811,0.02280959,0.002400291,0.01212804,0.01101959,0.002799934,0.04236982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004998339,"about_ca_system_score_gemma":0.02041428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009424951,"about_ca_topic_score_gemma":0.004105051,"domain_scores_codex":[0.9376232,0.02841058,0.01410739,0.003947509,0.01478177,0.001129593],"domain_scores_gemma":[0.6528899,0.1671834,0.02620894,0.03533202,0.1074301,0.01095572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0001004041,0.0001148106,0.002073232,0.01227859,0.0001456441,0.0003143553,0.0115645,0.0001175967,0.001341716,0.007836326,0.3047709,0.659342],"study_design_scores_gemma":[0.00005334641,0.0001167133,0.002800188,0.01664778,0.0001057571,0.0005076797,0.005965658,0.000225213,0.0006365982,0.01329089,0.9595866,0.00006356963],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03659203,0.1674363,0.1862746,0.1693833,0.0741391,0.03241056,0.0148475,0.01133535,0.3075813],"genre_scores_gemma":[0.1485789,0.1129843,0.4193821,0.0476006,0.02963054,0.03818485,0.01546057,0.005518001,0.1826601],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9966999,"threshold_uncertainty_score":0.5154002,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1933009129249691,"score_gpt":0.421388209404978,"score_spread":0.2280872964800089,"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."}}