{"id":"W4390108591","doi":"10.29173/isotl687","title":"Views and Value of an Undergraduate General Education on Advancing Student Attitudes and Engagement with Science","year":2023,"lang":"en","type":"article","venue":"Imagining SoTL","topic":"Science Education and Pedagogy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"Mount Royal University","keywords":"Pseudoscience; Curriculum; Scientific literacy; Science education; Mathematics education; Psychology; Student engagement; Medical education; Pedagogy; Medicine; Alternative medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.002219137,0.000103032,0.0002102753,0.0005208342,0.000809086,0.001644679,0.0001910945,0.0004386962,0.002446173],"category_scores_gemma":[0.00768047,0.00008542963,0.0001637489,0.0004113422,0.0008426564,0.0005735488,0.001521853,0.0008001133,0.0001706447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008298617,"about_ca_system_score_gemma":0.001221119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002128699,"about_ca_topic_score_gemma":0.006611358,"domain_scores_codex":[0.9990012,0.0003687075,0.00003580702,0.0000603795,0.0002953834,0.0002385333],"domain_scores_gemma":[0.9921966,0.002485305,0.001037579,0.0001606027,0.0006763214,0.003443676],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006323533,0.002149893,0.8403371,0.0001961523,0.00005633132,0.0003493342,0.03879981,0.0001855989,0.007668708,0.001564907,0.001012148,0.1070477],"study_design_scores_gemma":[0.0000185655,0.00209223,0.9554604,0.00006926049,0.00002836752,0.0001135374,0.03724077,0.0001733686,0.001374371,0.0003787253,0.003035185,0.0000151504],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987401,0.00003661503,0.00001802648,0.000154177,0.000003129113,0.000002928994,0.000005290983,0.000001285749,0.001038492],"genre_scores_gemma":[0.9994734,0.00005451846,0.00004002656,0.00008967443,0.000005130567,0.000002921792,0.000007211266,5.168426e-7,0.0003267572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002446173,"threshold_uncertainty_score":0.01173609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06603773778335302,"score_gpt":0.4721530556086714,"score_spread":0.4061153178253183,"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."}}