{"id":"W3133566597","doi":"10.29173/iasl7915","title":"Public Libraries National Network","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":"Promotion (chess); General partnership; Reading (process); Subject (documents); Public relations; Business; Administration (probate law); Political science; Public administration; Library science; Computer science; Finance; Politics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004558712,0.0005246691,0.0005388352,0.005776031,0.004064803,0.008244897,0.002238299,0.002786826,0.4034023],"category_scores_gemma":[0.01205409,0.0005856424,0.0003441951,0.009185337,0.0006511503,0.005759198,0.006444071,0.001509886,0.2196732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007217776,"about_ca_system_score_gemma":0.02447132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02257895,"about_ca_topic_score_gemma":0.03036003,"domain_scores_codex":[0.9950594,0.001059513,0.0003806622,0.0005772834,0.002069475,0.0008538032],"domain_scores_gemma":[0.9873125,0.001282676,0.0008075645,0.00149995,0.005687602,0.003409718],"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":[0.00007163636,0.00005117048,0.0008498535,0.0001883499,0.000005152543,0.00005522189,0.0001460657,0.00006228168,0.00008783829,0.01645376,0.9201794,0.06184918],"study_design_scores_gemma":[0.000004743524,0.000003812909,0.0005896891,0.00004811273,0.000001414097,0.0000339756,0.00006499522,0.00003383495,0.00003875484,0.00034859,0.9988273,0.000004854693],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001752589,0.001766022,0.001138075,0.009523529,0.00076637,0.0001483319,0.02496428,0.002614146,0.9573267],"genre_scores_gemma":[0.01031709,0.001631495,0.002215659,0.00296878,0.0003874323,0.0003287604,0.03211313,0.0008054634,0.9492322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4034023,"threshold_uncertainty_score":0.8509743,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09318029603646877,"score_gpt":0.3001728806633281,"score_spread":0.2069925846268593,"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."}}