{"id":"W6902176173","doi":"10.6084/m9.figshare.25155335.v2","title":"Measuring literacy: A scoping review protocol","year":2024,"lang":"en","type":"article","venue":"Figshare","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Grey literature; Scopus; Literacy; Information literacy; Systematic review; Field (mathematics); Documentation; Chart","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001047604,0.00005174917,0.00006709548,0.00002231341,0.0001825904,0.0001907977,0.0001362617,0.00003000342,0.1090815],"category_scores_gemma":[0.0006786976,0.00003640033,0.00005860852,0.0002633623,0.000006778203,0.0002312916,0.00003294136,0.00006830132,0.003333764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007655866,"about_ca_system_score_gemma":0.0005487543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001361111,"about_ca_topic_score_gemma":0.00006245374,"domain_scores_codex":[0.9993531,0.00002620186,0.0001102866,0.0001098004,0.0002271236,0.0001734733],"domain_scores_gemma":[0.9997063,0.00003775866,0.00002243795,0.00007212731,0.00008597505,0.00007534517],"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":[4.217986e-7,0.000008743022,0.000002138464,0.01840813,0.000004827906,0.000003887637,0.00162893,7.285221e-7,7.680765e-7,0.000942517,0.9628714,0.01612755],"study_design_scores_gemma":[0.00001106151,0.00000282869,0.00003000267,0.2020243,0.000001281359,0.000001039895,0.00003348335,0.000004132365,0.000005652476,0.0001072731,0.7977298,0.00004914516],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"protocol","genre_scores_codex":[0.00001430274,0.04184159,6.387302e-7,0.02008471,0.0006784872,0.256455,0.03038859,0.0008985428,0.6496381],"genre_scores_gemma":[0.003214652,0.0004183954,0.0001687494,0.008743475,0.004562938,0.9495012,0.01032524,0.00005473385,0.02301066],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.6930462,"threshold_uncertainty_score":0.9974422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1115376316247659,"score_gpt":0.4542495017086794,"score_spread":0.3427118700839135,"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."}}