{"id":"W3152344977","doi":"10.29173/iasl7649","title":"School Libraries and Social Networks","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Web and Library Services","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Reading (process); Social network (sociolinguistics); World Wide Web; Computer science; Social web; Social media optimization; Key (lock); School library; Sociology; Data science; Social media; Political science; Computer security","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.00009091246,0.0001628581,0.000186914,0.00004913007,0.0002590102,0.001843011,0.000611201,0.0001133014,0.000100153],"category_scores_gemma":[0.00002568504,0.0001543672,0.00003762767,0.0003515601,0.00008350274,0.004531072,0.0007271658,0.0002240661,0.00002564368],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005748811,"about_ca_system_score_gemma":0.0001951911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008667331,"about_ca_topic_score_gemma":0.000002167129,"domain_scores_codex":[0.9988413,0.00001287259,0.000172081,0.000457059,0.0001925367,0.0003241369],"domain_scores_gemma":[0.9993355,0.00002743321,0.00007224018,0.00009595091,0.0003237128,0.000145166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00002639518,0.00008083128,0.03078557,0.0001701669,0.00005425173,0.00004871218,0.111664,0.000001729413,0.0002871098,0.8076268,0.02190533,0.02734908],"study_design_scores_gemma":[0.002553624,0.0005903461,0.3095216,0.0003608101,0.00007245358,0.0004404954,0.1122053,0.1045268,0.009957837,0.1955809,0.2609806,0.003209235],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9294187,0.0014435,0.02186011,0.0254798,0.0004356611,0.0001823506,0.00001169077,0.0008055372,0.02036261],"genre_scores_gemma":[0.9899257,0.00004315605,0.005826011,0.002694673,0.0002776475,0.000009420813,0.000005044297,0.000008730919,0.001209649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.612046,"threshold_uncertainty_score":0.9991932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01341071735973571,"score_gpt":0.209870619169715,"score_spread":0.1964599018099793,"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."}}