{"id":"W2114412849","doi":"10.2304/elea.2007.4.3.343","title":"Assessment and New Literacies","year":2007,"lang":"en","type":"article","venue":"E-Learning and Digital Media","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Rubric; Active listening; Reading (process); Literacy; Mathematics education; Pedagogy; Scale (ratio); Computer science; Psychology; Linguistics; Geography; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001339304,0.00009401288,0.00009792689,0.00007236751,0.0001744298,0.0008141038,0.00003078874,0.00002574804,0.0003341367],"category_scores_gemma":[0.0001475967,0.00007668918,0.00001839818,0.00002149448,0.0001081281,0.0005812814,0.00002432784,0.0001368403,0.00003852929],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001156899,"about_ca_system_score_gemma":0.00003679877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004489428,"about_ca_topic_score_gemma":0.00003222136,"domain_scores_codex":[0.9994093,0.000008312673,0.0001367149,0.0001421377,0.0001232018,0.0001803698],"domain_scores_gemma":[0.9994307,0.0002584631,0.00004303591,0.00004884879,0.00003717169,0.0001818397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001138633,0.00003406869,0.02606968,0.00002558186,0.00001255714,0.000005864384,0.6870686,8.280679e-8,0.00000501137,0.01161985,0.003459807,0.2716875],"study_design_scores_gemma":[0.0003243336,0.0001205801,0.04554925,0.00007392284,0.00001407327,0.00001217484,0.1468436,0.00001682544,0.0000132884,0.003846586,0.8029733,0.0002121093],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9139677,0.001154272,0.00003617558,0.0002618912,0.0008848506,0.00004167806,0.000004924492,0.0000676505,0.08358085],"genre_scores_gemma":[0.9800817,0.00005733366,0.0001529368,0.0001179348,0.001586211,0.000001261439,0.0000467572,0.00000993884,0.01794596],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7995135,"threshold_uncertainty_score":0.7850422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02587516983005553,"score_gpt":0.2755471089546059,"score_spread":0.2496719391245504,"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."}}