{"id":"W3150090292","doi":"10.29173/iasl7500","title":"Collaborative Leadership in School Library Learning Commons","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"School library; Context (archaeology); Futures contract; Commons; Political science; Public relations; Mathematics education; Sociology; Computer science; Business; Library science; Psychology; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["scholarly_communication","insufficient_payload"],"consensus_categories":["scholarly_communication"],"category_scores_codex":[0.0004403814,0.0001293058,0.0001805561,0.0001619708,0.0004713342,0.001160853,0.0004037246,0.0001236974,0.0022617],"category_scores_gemma":[0.0009462187,0.0001310225,0.00003928358,0.001879563,0.0002956473,0.02529463,0.0001195786,0.0004349089,0.0002658861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003809337,"about_ca_system_score_gemma":0.001509753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007977537,"about_ca_topic_score_gemma":0.00003517806,"domain_scores_codex":[0.9984266,0.0000833225,0.0003109843,0.0002652458,0.000413975,0.0004998926],"domain_scores_gemma":[0.9989153,0.00009203424,0.0001267229,0.00006063762,0.0005451382,0.0002601909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000198236,0.00004357906,0.1930404,0.00003245705,0.00000539729,0.00001033356,0.6815305,0.000003195515,0.00004550915,0.10804,0.01438225,0.002846512],"study_design_scores_gemma":[0.0001911037,0.00003820888,0.01617725,0.0001053728,0.0000019397,0.000001836417,0.7094834,0.0001112075,0.0005205183,0.002148594,0.2710305,0.0001900529],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6406543,0.0002067896,0.00001759128,0.04117473,0.0001770116,0.0002407524,0.00001815286,0.0002589546,0.3172517],"genre_scores_gemma":[0.9695292,0.0001140608,0.0004667272,0.00456106,0.0001428348,0.00002112855,0.00002066058,0.000008005836,0.02513639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3288748,"threshold_uncertainty_score":0.999876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05465902738321757,"score_gpt":0.2851330829837447,"score_spread":0.2304740556005272,"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."}}