{"id":"W3150816840","doi":"10.29173/iasl7659","title":"School Libraries Serving Disadvantaged Populations in the USA","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Disadvantaged; School library; Library science; Population; Perception; Public relations; Sociology; Political science; Medical education; Psychology; Medicine; Demography; Computer science","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":[0.001325017,0.0001540273,0.0003483069,0.002917851,0.002387691,0.002143312,0.0005026509,0.0005565043,0.005213509],"category_scores_gemma":[0.003984243,0.0002724929,0.000181092,0.003683529,0.0006175778,0.001698379,0.001847936,0.0005984577,0.0007347339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002079752,"about_ca_system_score_gemma":0.003412768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06998824,"about_ca_topic_score_gemma":0.2538283,"domain_scores_codex":[0.9987913,0.0004165295,0.0001188077,0.00009416407,0.0002924185,0.0002868187],"domain_scores_gemma":[0.9949531,0.0008568658,0.001875728,0.0001035435,0.00108617,0.001124441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006580565,0.0001830515,0.9587131,0.0001512652,0.0000320373,0.0004768237,0.008057154,0.0000492551,0.000302792,0.0002935869,0.005121327,0.02655376],"study_design_scores_gemma":[0.00001423257,0.0001311289,0.9534459,0.000104537,0.00003574085,0.0004728975,0.03796385,0.00008652062,0.0001718871,0.0001456518,0.007415656,0.00001199379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922863,0.0006691247,0.00004421033,0.001619417,0.00001099335,0.00002302517,0.0003856335,0.00001518163,0.004946051],"genre_scores_gemma":[0.9970441,0.0007001403,0.0001072522,0.001057436,0.00002573179,0.00002396052,0.0002073732,0.000003904426,0.0008300835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06998824,"threshold_uncertainty_score":0.1391618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08982337043474876,"score_gpt":0.3484843112809894,"score_spread":0.2586609408462406,"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."}}