{"id":"W4413878298","doi":"10.64628/aam.43ycu5c7x","title":"Teachers are key to students’ AI literacy, and need support","year":2025,"lang":"en","type":"article","venue":"","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Key (lock); Literacy; Mathematics education; Computer science; Psychology; Pedagogy; Computer security","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002430588,0.0002013546,0.0003419986,0.00138816,0.002334426,0.008400103,0.0005930764,0.001307892,0.02300581],"category_scores_gemma":[0.02833758,0.0003175923,0.0003042026,0.0006028805,0.001807838,0.004470279,0.003231435,0.003776133,0.005982663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001223928,"about_ca_system_score_gemma":0.004927902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212909,"about_ca_topic_score_gemma":0.00442381,"domain_scores_codex":[0.9967733,0.0008019718,0.0002075105,0.0003335966,0.001349795,0.0005338551],"domain_scores_gemma":[0.9656113,0.009046128,0.005359122,0.001338938,0.006878647,0.01176588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002241415,0.003097931,0.4219431,0.0007567196,0.0001059673,0.001713274,0.09712835,0.0003884847,0.009250645,0.03769772,0.09362963,0.3340641],"study_design_scores_gemma":[0.00009261935,0.0006001434,0.2712061,0.001140607,0.0001761043,0.002956825,0.1704997,0.001463443,0.007986751,0.09799878,0.4456964,0.0001824978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7028561,0.001758506,0.007440486,0.0613008,0.0006210367,0.0001139003,0.000377649,0.0005223072,0.2250092],"genre_scores_gemma":[0.9723535,0.000637473,0.003209116,0.002807369,0.0001271029,0.00006060461,0.0001699838,0.00005724839,0.02057759],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.02300581,"threshold_uncertainty_score":0.07696211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00654538038160422,"score_gpt":0.3212270969095653,"score_spread":0.3146817165279611,"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."}}