{"id":"W3174835153","doi":"10.1096/fasebj.26.1_supplement.616.1","title":"The effectiveness of images in the development of conceptual understanding in undergraduate biochemistry classes: What do we know?","year":2012,"lang":"en","type":"article","venue":"The FASEB Journal","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Comprehension; Interpretation (philosophy); Presentation (obstetrics); Subject (documents); Selection (genetic algorithm); Psychology; Cognition; Cognitive science; Visual literacy; Computer science; Epistemology; Mathematics education; Artificial intelligence; Neuroscience; World Wide Web; Medicine","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":[0.01218318,0.0005305881,0.0007639745,0.001729021,0.0009371146,0.006630436,0.001458925,0.001881878,0.00496245],"category_scores_gemma":[0.09506042,0.0005203431,0.0005494541,0.0007669426,0.003585111,0.01153326,0.003667804,0.003115235,0.0009762034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001415901,"about_ca_system_score_gemma":0.001621116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001538775,"about_ca_topic_score_gemma":0.001360887,"domain_scores_codex":[0.9928698,0.003727491,0.0002901235,0.0005984185,0.002060653,0.0004535506],"domain_scores_gemma":[0.9215639,0.06024374,0.007873465,0.002458682,0.004833207,0.003026973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000989462,0.00217518,0.09009407,0.002219759,0.000127932,0.0009294209,0.2904115,0.0005160678,0.01146113,0.007523852,0.008054506,0.5854972],"study_design_scores_gemma":[0.0003405287,0.007146808,0.4137585,0.004354808,0.0006375109,0.003540099,0.4070688,0.006531658,0.03538544,0.04929221,0.07135793,0.0005857752],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9671107,0.003733637,0.004303839,0.006587408,0.0001179917,0.00009972362,0.00004690809,0.0001150806,0.01788471],"genre_scores_gemma":[0.9906451,0.00240539,0.004127307,0.0005409932,0.00004741851,0.00007297302,0.00005866903,0.0000578353,0.002044296],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01218318,"threshold_uncertainty_score":0.06443155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319637655983161,"score_gpt":0.3013820092759997,"score_spread":0.2694182436776836,"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."}}