{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007530068,0.0002391202,0.0002211896,0.0005000859,0.00007051469,0.00002247816,0.0001854134,0.0001995511,0.002865324],"category_scores_gemma":[0.0001526363,0.0002550156,0.00002065287,0.0005028407,0.0002151227,0.00008621944,0.00002083693,0.0003891828,0.0003702151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000104705,"about_ca_system_score_gemma":0.00009653754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005175008,"about_ca_topic_score_gemma":0.000006377803,"domain_scores_codex":[0.9989521,0.000027629,0.0002418405,0.0003175058,0.0001390875,0.0003218605],"domain_scores_gemma":[0.9991549,0.0003669777,0.00003055858,0.0002453614,0.00006541076,0.0001368206],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001062717,0.0006770567,0.005430093,0.0001133771,0.0002796112,0.00003220368,0.007817312,0.03087789,0.2908375,0.5595496,0.004274348,0.1000047],"study_design_scores_gemma":[0.003076071,0.0007554567,0.005195823,0.0005465689,0.0000692247,0.00004790726,0.0005707677,0.2777582,0.1985806,0.4764364,0.0342741,0.002688869],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8115834,0.009623095,0.001151912,0.1150596,0.008059839,0.001656804,0.0000891797,0.004508493,0.04826772],"genre_scores_gemma":[0.9954741,0.0002070927,0.003114973,0.00008152912,0.000315491,0.0002793629,0.00005544589,0.00003730509,0.0004346964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2468803,"threshold_uncertainty_score":0.9999902,"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."}}