{"id":"W3127439250","doi":"10.29173/iasl7637","title":"Teacher Education and Information Literacy","year":2021,"lang":"en","type":"article","venue":"IASL Annual Conference Proceedings","topic":"Educational Methods and Media Use","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Discernment; Literacy; Mathematics education; Pedagogy; Computer science; Psychology; Epistemology; Computer security; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0002171693,0.00009365987,0.00009170044,0.00008675794,0.00007806293,0.0006040466,0.0002184544,0.00005346279,0.00003057394],"category_scores_gemma":[0.0005480307,0.00008894725,0.00001877982,0.0002767261,0.00002693837,0.005642011,0.0001364673,0.0001267167,0.00003252383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002119043,"about_ca_system_score_gemma":0.0006078588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001253177,"about_ca_topic_score_gemma":4.491209e-7,"domain_scores_codex":[0.9992852,0.00001323405,0.0001708233,0.0002023986,0.0001798739,0.0001484878],"domain_scores_gemma":[0.9981214,0.00004238219,0.00008216113,0.0001002238,0.001525071,0.0001286974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002294783,0.0001060938,0.004450814,0.00005760085,0.000004400052,3.834063e-7,0.1615729,3.893929e-8,0.0002153023,0.1244144,0.003945851,0.7052299],"study_design_scores_gemma":[0.0005062766,0.000139773,0.1177114,0.0002737716,0.00002215544,0.0002902663,0.07480993,0.003833716,0.005827949,0.08192686,0.71395,0.0007078098],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9370281,0.0003683483,0.03833487,0.01363254,0.0007439965,0.0001492053,0.000004374204,0.0001293194,0.009609229],"genre_scores_gemma":[0.7894546,0.00009530176,0.2063151,0.002317971,0.0001782092,0.00004662174,0.00001097748,0.000003788472,0.001577398],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7100042,"threshold_uncertainty_score":0.5824836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01606335975058089,"score_gpt":0.3044941307942369,"score_spread":0.2884307710436561,"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."}}