{"id":"W245039943","doi":"10.29173/iasl8141","title":"Revealing Thinking: Teachers Working Together on Information Literacy","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Library Science and Information Literacy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information literacy; Mathematics education; Professional development; Focus (optics); Literacy; Computer science; Pedagogy; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01110236,0.0006679285,0.0005454572,0.001914617,0.008440174,0.01036757,0.00151771,0.002796167,0.004306557],"category_scores_gemma":[0.03697621,0.0007998038,0.0008669082,0.001365601,0.01166106,0.01322405,0.01077888,0.005313412,0.001206474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003026018,"about_ca_system_score_gemma":0.009951333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002443403,"about_ca_topic_score_gemma":0.002850457,"domain_scores_codex":[0.9861796,0.00869766,0.000574631,0.001027024,0.002170284,0.001350666],"domain_scores_gemma":[0.969816,0.01806306,0.003652297,0.0026587,0.002842736,0.002967216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004282748,0.0001751473,0.008586661,0.0002493261,0.0000209212,0.0009851261,0.9217935,0.0001753099,0.002684609,0.02066964,0.003978476,0.04063845],"study_design_scores_gemma":[0.00004566742,0.0002765112,0.008595568,0.0005359874,0.0001119841,0.002230415,0.8442185,0.0008697578,0.00337912,0.05071403,0.08894429,0.00007823828],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.690529,0.001359476,0.09281624,0.03925171,0.0006786044,0.0008093355,0.00006220657,0.0008090311,0.1736845],"genre_scores_gemma":[0.9670638,0.0007828223,0.01753691,0.002027496,0.0001162672,0.0002796285,0.00004981141,0.000142522,0.01200074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01110236,"threshold_uncertainty_score":0.05871564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02630095926652651,"score_gpt":0.2944642175349412,"score_spread":0.2681632582684147,"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."}}