{"id":"W4220758995","doi":"10.1021/acs.jchemed.1c01006","title":"Designing Virtual Laboratory Exercises Using Microsoft Forms","year":2022,"lang":"en","type":"article","venue":"Journal of Chemical Education","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; University of Toronto","funders":"University of Toronto Scarborough","keywords":"Flexibility (engineering); Computer science; Virtual lab; Virtual Laboratory; Complement (music); Multimedia; Human–computer interaction; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003111239,0.001123297,0.0004984677,0.001205837,0.0004708091,0.001916807,0.001185279,0.000664056,0.01233622],"category_scores_gemma":[0.01085488,0.0005827081,0.0005803981,0.0005137787,0.0006605684,0.001350662,0.002005584,0.000647633,0.003036244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003214016,"about_ca_system_score_gemma":0.0006318986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001395679,"about_ca_topic_score_gemma":0.0002642953,"domain_scores_codex":[0.9977786,0.001140818,0.0002336347,0.000313426,0.0003368929,0.0001967226],"domain_scores_gemma":[0.9922496,0.005140352,0.0004043845,0.0009388746,0.0006453154,0.0006214596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002318612,0.004217361,0.01180649,0.00244241,0.00008250642,0.001160112,0.01635971,0.02323474,0.1140754,0.01746079,0.02218787,0.784654],"study_design_scores_gemma":[0.001729973,0.01179813,0.04020236,0.00144739,0.0003064899,0.002327648,0.009885321,0.07922102,0.1985271,0.02812897,0.6258629,0.00056273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3570946,0.0002128915,0.5816064,0.0004896377,0.0003441471,0.008220704,0.0009854393,0.009343157,0.04170299],"genre_scores_gemma":[0.3774975,0.0002312281,0.5978458,0.0002231258,0.00006416866,0.00757109,0.0007750918,0.0009541969,0.01483779],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01233622,"threshold_uncertainty_score":0.04126877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00612415599698276,"score_gpt":0.2383606525129324,"score_spread":0.2322364965159497,"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."}}