{"id":"W4389120873","doi":"10.21432/cjlt28270","title":"A Comparison Between Virtual and Conventional Microscopes in Health Science Education","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Microscope; Digital microscope; Virtual microscopy; Computer science; Usability; Multimedia; Human–computer interaction; Medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.01710619,0.0001972364,0.0007534145,0.003950886,0.0004927527,0.002104659,0.0006372802,0.000563512,0.002671878],"category_scores_gemma":[0.0518737,0.0001642309,0.001368408,0.004036632,0.0008417961,0.002180062,0.001422885,0.0005444579,0.00017666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002627068,"about_ca_system_score_gemma":0.005249687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004765416,"about_ca_topic_score_gemma":0.007677792,"domain_scores_codex":[0.9823022,0.009127018,0.002190176,0.0006877389,0.005346555,0.0003462146],"domain_scores_gemma":[0.9387107,0.04768835,0.004582433,0.0006440195,0.007044211,0.001330347],"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":[0.004572322,0.001017883,0.07166198,0.06579427,0.00155727,0.0003181272,0.0109793,0.0005928518,0.00154648,0.004294117,0.002447769,0.8352176],"study_design_scores_gemma":[0.002828714,0.02232073,0.6587937,0.1284221,0.01362824,0.002922126,0.05447007,0.002342154,0.005048844,0.00543741,0.1035091,0.0002767516],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5374976,0.4266746,0.006201285,0.003543675,0.0007567482,0.001249957,0.0006496756,0.00003897864,0.02338749],"genre_scores_gemma":[0.9239964,0.06850268,0.005254337,0.0007169044,0.0001119513,0.0004386862,0.0001981383,0.00001461231,0.0007662894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01710619,"threshold_uncertainty_score":0.09046727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01136254716336479,"score_gpt":0.2979157423179921,"score_spread":0.2865531951546273,"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."}}