{"id":"W2075821725","doi":"10.2304/elea.2007.4.3.329","title":"Assessing Multimodal Learning Practices","year":2007,"lang":"en","type":"article","venue":"E-Learning and Digital Media","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Reading (process); Computer science; Space (punctuation); Mathematics education; Psychology; Pedagogy; World Wide Web; Linguistics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002612341,0.0004914794,0.0004453222,0.002497184,0.002102843,0.001978502,0.00083159,0.0006976946,0.002499369],"category_scores_gemma":[0.01423396,0.0001594398,0.0002817803,0.001262414,0.001212226,0.001129811,0.002234795,0.0006715204,0.0004781844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001808683,"about_ca_system_score_gemma":0.002121522,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06721992,"about_ca_topic_score_gemma":0.1759181,"domain_scores_codex":[0.9985251,0.0003250907,0.0001011452,0.0002028384,0.0006056299,0.0002401707],"domain_scores_gemma":[0.9934182,0.001782758,0.0009203124,0.0003765309,0.002799077,0.0007031414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001176211,0.0005847301,0.5580679,0.0002830121,0.00007194628,0.0007139345,0.1621641,0.0004955775,0.01535275,0.0004889514,0.0008692365,0.2607902],"study_design_scores_gemma":[0.00001770929,0.0005703526,0.8373047,0.0002358906,0.00009840515,0.0008131101,0.1414575,0.001352299,0.008002545,0.0009606562,0.009100724,0.0000862539],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990348,0.0001560043,0.002189567,0.0001113942,0.000006695825,0.0001110873,0.00006835084,0.00005001122,0.006958819],"genre_scores_gemma":[0.9907848,0.0002867501,0.00528642,0.00005374605,0.000003281924,0.0001077252,0.00007845558,0.0000129129,0.003385983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06721992,"threshold_uncertainty_score":0.1336573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03952135409894608,"score_gpt":0.309954005125624,"score_spread":0.270432651026678,"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."}}