{"id":"W3135238866","doi":"10.29173/iasl7528","title":"The School Librarian Rocks","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School library; General partnership; Credibility; Library science; Key (lock); Sociology; Medical education; Pedagogy; Political 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":["sts","scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0005330391,0.0001054985,0.0001016819,0.00004273963,0.001652922,0.002552952,0.0006642987,0.00008676873,0.001265224],"category_scores_gemma":[0.001058039,0.00007683846,0.00005724245,0.0006631135,0.0003148364,0.01691446,0.0001460295,0.0002120311,0.000481543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002685244,"about_ca_system_score_gemma":0.001191428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009108555,"about_ca_topic_score_gemma":0.00001676004,"domain_scores_codex":[0.9985223,0.00002902603,0.0002610383,0.0002168579,0.0005241073,0.0004466705],"domain_scores_gemma":[0.9985207,0.00008324977,0.0001114709,0.0001047453,0.0008840435,0.0002958219],"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":[0.00001561718,0.00002721499,0.01486897,0.00001208267,0.00001242631,0.000003682478,0.3655919,4.50602e-7,0.00005301059,0.4947198,0.1020148,0.02267998],"study_design_scores_gemma":[0.00008036201,0.00001789613,0.003278795,0.00001898383,0.000002350972,0.000002933202,0.2181618,0.00006518107,0.0003212268,0.01071677,0.7672157,0.0001180042],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3117345,0.000255007,0.0001773517,0.07895554,0.0007645579,0.0002724863,0.00001687026,0.0003143555,0.6075094],"genre_scores_gemma":[0.94095,0.0002231483,0.0002540005,0.005353329,0.0004281021,0.00001921631,0.000005657306,0.00000575436,0.05276076],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6652009,"threshold_uncertainty_score":0.9996477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01949712784620493,"score_gpt":0.27238680910225,"score_spread":0.2528896812560451,"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."}}