{"id":"W7053540386","doi":"","title":"Visualizing the Complexity of the Molecular World: Examining the Role of Animated Representations in the Development of Undergraduate Studentsâ Understanding of Dynamic Cellular Events","year":2012,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Laser Design and Applications","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Animation; Agency (philosophy); Visualization; Narrative; Event (particle physics); Association (psychology); Perception; Randomness; Motion (physics); Eye tracking","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002439093,0.0004983962,0.0003044141,0.0005308568,0.0003607074,0.002610977,0.000934139,0.0007036898,0.002377879],"category_scores_gemma":[0.013226,0.0003363339,0.0003544989,0.0002041056,0.001357846,0.001495922,0.001651426,0.001167884,0.0002402561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005149156,"about_ca_system_score_gemma":0.0004520523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004613716,"about_ca_topic_score_gemma":0.0005454019,"domain_scores_codex":[0.9988115,0.0006654257,0.00005354089,0.0001358597,0.0002349517,0.00009877323],"domain_scores_gemma":[0.9939336,0.00381564,0.001137472,0.0003678766,0.0003815128,0.0003638245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"qualitative","study_design_scores_codex":[0.001681004,0.005057741,0.1081609,0.001904281,0.0002217554,0.001912205,0.2598849,0.0116608,0.3260563,0.01109522,0.001523798,0.2708412],"study_design_scores_gemma":[0.0006263261,0.02067868,0.2921689,0.001519982,0.00108416,0.004967952,0.2108356,0.09377754,0.2620509,0.02501622,0.08649467,0.000778995],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993431,0.00009933304,0.005120845,0.0001192139,0.000005382675,0.00004826686,0.00001139754,0.00003091973,0.001133673],"genre_scores_gemma":[0.9876928,0.0002480181,0.0110247,0.00003689435,0.000004008613,0.00007136248,0.00002934016,0.00001324083,0.0008797321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002610977,"threshold_uncertainty_score":0.01289934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01735742302226601,"score_gpt":0.2108039797813029,"score_spread":0.1934465567590369,"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."}}