{"id":"W2300170555","doi":"","title":"Redesign a Biology Laboratory Experiment as a Multimedia Simulation","year":2000,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Multimedia; Computer science","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":[0.00245639,0.001166178,0.0005514809,0.0009798981,0.0007599971,0.001793616,0.002936747,0.001655124,0.01866683],"category_scores_gemma":[0.008145424,0.0005793052,0.0007214342,0.0002843512,0.0008108809,0.002218414,0.002160144,0.001353607,0.004604759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007215869,"about_ca_system_score_gemma":0.001324853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007503833,"about_ca_topic_score_gemma":0.0007930268,"domain_scores_codex":[0.9986527,0.0005129122,0.000117504,0.0002384429,0.0003494117,0.0001290674],"domain_scores_gemma":[0.9919305,0.0037922,0.0003111151,0.002184996,0.0008870673,0.0008940034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003751292,0.01175452,0.009686028,0.001044633,0.000175823,0.0006854105,0.002038093,0.05526259,0.4066192,0.03451629,0.009308968,0.4651572],"study_design_scores_gemma":[0.002349676,0.009934666,0.01370835,0.0002643951,0.0005013215,0.001123581,0.001180596,0.3554731,0.3355665,0.03387154,0.2456695,0.0003567137],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2118977,0.0001239143,0.7350444,0.001659203,0.001160721,0.00480518,0.0004507598,0.01659404,0.02826411],"genre_scores_gemma":[0.4139827,0.0001121777,0.5619342,0.0007871661,0.000193101,0.002970988,0.0005625354,0.00119709,0.01825997],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01866683,"threshold_uncertainty_score":0.06244677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01514023994332916,"score_gpt":0.2680692475860738,"score_spread":0.2529290076427446,"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."}}