{"id":"W3142087800","doi":"10.29173/iasl7504","title":"The school library that germinates in a very unfertile land and acts as a moon rise for Malawi’s rural children’s library","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School library; Promotion (chess); Service (business); Reading (process); Library science; Political science; Business; Politics; Computer science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.001362892,0.0002758895,0.0002086319,0.001017358,0.01952413,0.01328972,0.0005325901,0.001954657,0.03300958],"category_scores_gemma":[0.004051382,0.0003391099,0.0001866159,0.001653068,0.007954654,0.00980464,0.008079842,0.002800446,0.004846916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005631475,"about_ca_system_score_gemma":0.008752137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03208724,"about_ca_topic_score_gemma":0.1178703,"domain_scores_codex":[0.9985486,0.0005161983,0.00004729926,0.0001117041,0.000263164,0.0005130554],"domain_scores_gemma":[0.9955605,0.0008901752,0.0005129427,0.0003303447,0.0006636933,0.00204238],"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":[0.0001521431,0.0002002026,0.03228986,0.0008573055,0.00004960677,0.005695656,0.1562577,0.0002122902,0.004365758,0.1437708,0.4916613,0.1644874],"study_design_scores_gemma":[0.000005062564,0.00005015788,0.009503355,0.0002577887,0.000009695288,0.001024143,0.1060541,0.00005465687,0.0008557825,0.001878467,0.8802782,0.00002857108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2564402,0.009987347,0.005364776,0.3509716,0.003759267,0.0001680751,0.0007014,0.001158936,0.3714485],"genre_scores_gemma":[0.7080596,0.004634732,0.004116767,0.02520574,0.0005940842,0.00009046844,0.0002241158,0.0003239163,0.2567506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03300958,"threshold_uncertainty_score":0.1104281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739619051038297,"score_gpt":0.2686162504951009,"score_spread":0.2512200599847179,"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."}}