{"id":"W4232631178","doi":"10.29173/slw6923","title":"A Review of Educational Policies that Affect Funding of School Libraries in Malawi","year":2017,"lang":"en","type":"review","venue":"School Libraries Worldwide","topic":"African Education and Politics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Affect (linguistics); Government (linguistics); School library; Key (lock); Political science; Public relations; Literacy; Medical education; Pedagogy; Psychology; Library science; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001228753,0.0004948406,0.002369418,0.000800687,0.000470238,0.0004146493,0.001826764,0.0003279862,0.005658418],"category_scores_gemma":[0.009229302,0.000453757,0.0006666207,0.001161402,0.001604073,0.001669747,0.0003185001,0.0006824377,0.0001769058],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002747485,"about_ca_system_score_gemma":0.01591935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132608,"about_ca_topic_score_gemma":0.0003099336,"domain_scores_codex":[0.9957644,0.001117304,0.001319321,0.0004584698,0.0006215913,0.0007189475],"domain_scores_gemma":[0.9938483,0.00243658,0.002018962,0.001034598,0.0001309911,0.0005306271],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007111993,0.0001282783,0.01117932,0.08642123,0.0001435595,0.000001238667,0.001753232,1.028881e-7,3.966489e-8,0.72156,0.1379847,0.04082117],"study_design_scores_gemma":[0.00006943371,0.00001429903,0.0008300424,0.1049352,0.0002074898,0.000001963024,0.0009431835,3.658299e-8,0.000001269237,0.007274696,0.8853729,0.0003495257],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000005411046,0.8370268,0.000001134469,0.005632907,0.0007818245,0.001030667,0.0001605635,0.00003542471,0.1553253],"genre_scores_gemma":[0.0001389527,0.9685909,0.0007297197,0.0008561084,0.0009609254,0.0001916823,0.0001594931,0.00006199759,0.02831022],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7473881,"threshold_uncertainty_score":0.9997914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1748927027350602,"score_gpt":0.440567519029707,"score_spread":0.2656748162946468,"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."}}