{"id":"W3148431921","doi":"10.29173/iasl7521","title":"The Upbeat School Library","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":"Space (punctuation); Reading (process); Creativity; Physical space; School library; Psychology; Flexibility (engineering); World Wide Web; Computer science; Sociology; Public relations; Management; Political science; Social psychology","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":[0.0003829022,0.0001045799,0.0001009579,0.00004271606,0.00141219,0.002559948,0.0006603437,0.00007876651,0.001990837],"category_scores_gemma":[0.0007416693,0.00007475365,0.00005939465,0.0006985147,0.0003706605,0.02307672,0.000172101,0.0001986074,0.0005619976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000180837,"about_ca_system_score_gemma":0.001077119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002908169,"about_ca_topic_score_gemma":0.00000364025,"domain_scores_codex":[0.9985949,0.00002922618,0.0002537019,0.000208714,0.0004889401,0.0004245542],"domain_scores_gemma":[0.9988768,0.0001016179,0.0000979805,0.000101684,0.0005450677,0.0002768129],"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":[0.00001518823,0.00002351646,0.02334415,0.00001310628,0.000009878992,0.00000407711,0.2369895,1.655306e-7,0.00003949326,0.5117581,0.2099513,0.01785149],"study_design_scores_gemma":[0.00007126207,0.00001676197,0.004146457,0.0000230119,0.000002192531,0.00000299199,0.176463,0.00004000107,0.0005341504,0.009867587,0.8087171,0.0001154969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3851493,0.0003290768,0.00003159002,0.07693925,0.0006869955,0.000227727,0.00001932835,0.0003531254,0.5362636],"genre_scores_gemma":[0.9020236,0.0005707945,0.0004104651,0.007745996,0.0004644335,0.00002120432,0.000009334304,0.000007705255,0.08874649],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5987659,"threshold_uncertainty_score":0.9998878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602786619926515,"score_gpt":0.2677552504761216,"score_spread":0.2517273842768565,"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."}}