{"id":"W2162087543","doi":"10.1187/cbe.07-01-0002","title":"The Value of Animations in Biology Teaching: A Study of Long-Term Memory Retention","year":2007,"lang":"en","type":"article","venue":"CBE—Life Sciences Education","topic":"Visual and Cognitive Learning Processes","field":"Psychology","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"University of Toronto","keywords":"Animation; Legend; Graphics; Computer science; Narrative; Term (time); Value (mathematics); Multimedia; Subject (documents); Economic shortage; Computer graphics (images); World Wide Web; Art; Literature","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002340936,0.00006348495,0.000105225,0.0002132323,0.000237835,0.00001149937,0.0002496542,0.00004209435,0.00004456596],"category_scores_gemma":[0.0006500503,0.00004565191,0.00002350211,0.0005303835,0.0003216644,0.00009652678,0.00002603416,0.0001238128,0.000009255325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001884941,"about_ca_system_score_gemma":0.000198155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004538181,"about_ca_topic_score_gemma":0.0003015812,"domain_scores_codex":[0.9988117,0.0003134723,0.0003537071,0.0002172209,0.0001412094,0.0001627279],"domain_scores_gemma":[0.99909,0.000322854,0.0002851785,0.0001337961,0.0001375494,0.00003057854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004016259,0.00139151,0.891549,0.00001960108,0.00001180561,1.905122e-7,0.01523172,0.00001184286,0.0009582735,0.01522125,0.00006574301,0.07549893],"study_design_scores_gemma":[0.0001872674,0.000587582,0.9516712,0.0000310135,0.00001193283,0.000002070757,0.04614832,0.00001917754,0.0002446196,0.001011815,0.00003343961,0.00005153114],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893848,0.0004188453,0.0003398262,0.0001953232,0.0007005716,0.0002720127,8.389909e-7,0.00001099592,0.008676836],"genre_scores_gemma":[0.9993843,0.000006915404,0.00005100761,0.0000500209,0.0000642384,0.00002929083,0.000003133129,0.000003396317,0.0004076283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0754474,"threshold_uncertainty_score":0.1861631,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06405274773256593,"score_gpt":0.4667172368619278,"score_spread":0.4026644891293619,"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."}}