{"id":"W4283659077","doi":"10.3389/feduc.2022.905777","title":"Using Wikipedia Assignments to Teach Critical Thinking and Scientific Writing in STEM Courses","year":2022,"lang":"en","type":"article","venue":"Frontiers in Education","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of Windsor","funders":"Wikimedia Foundation; National Science Foundation","keywords":"Computer science; Critical thinking; World Wide Web; Work (physics); Mathematics education; Psychology; Engineering","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":[0.005165047,0.0005757298,0.0002989324,0.001370955,0.003502871,0.003226697,0.00137143,0.0007577167,0.009184751],"category_scores_gemma":[0.02850152,0.0002132394,0.0003314369,0.0009593141,0.001203634,0.002919018,0.004171904,0.001317025,0.002617281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009280563,"about_ca_system_score_gemma":0.002629496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002885707,"about_ca_topic_score_gemma":0.001378577,"domain_scores_codex":[0.9960216,0.002056885,0.000218488,0.0004894161,0.0007215499,0.000492166],"domain_scores_gemma":[0.9749163,0.01138297,0.002387937,0.001678018,0.0025336,0.007101181],"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":[0.0005176918,0.008588867,0.04220632,0.0013485,0.00005629094,0.001496676,0.05653398,0.001692963,0.01743211,0.006447661,0.02949289,0.8341858],"study_design_scores_gemma":[0.0004773503,0.008226432,0.125903,0.001729321,0.0001576944,0.004487755,0.08039869,0.009808605,0.0751784,0.04919254,0.6439813,0.0004587688],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9055313,0.0005403887,0.0373942,0.001751168,0.0007162053,0.001064446,0.0002049528,0.001192343,0.05160492],"genre_scores_gemma":[0.9077232,0.0004633981,0.07118908,0.000609888,0.0002597786,0.001010951,0.0003815868,0.000224007,0.01813807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009184751,"threshold_uncertainty_score":0.03072602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03195679667950475,"score_gpt":0.3767216559988693,"score_spread":0.3447648593193645,"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."}}