{"id":"W1514083805","doi":"10.21432/t23032","title":"A Case Study: Development of Interactive Multi-Media Courseware in Dentistry","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Learning and Technology","topic":"Higher Education and Teaching Methods","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science; Instructional design; Computer-Assisted Instruction; Multimedia; Mathematics education; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005378294,0.00005850551,0.0001520202,0.0008533677,0.00008606748,0.00002550027,0.0002118636,0.00006233141,0.000004268909],"category_scores_gemma":[0.0004310381,0.00005668522,0.00001282928,0.0003683672,0.00004154762,0.00008385191,0.0000147563,0.0005068576,6.967742e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006757562,"about_ca_system_score_gemma":0.0006727727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002885895,"about_ca_topic_score_gemma":0.006292829,"domain_scores_codex":[0.9993474,0.0001152409,0.0002525419,0.00009770345,0.00005346118,0.0001335829],"domain_scores_gemma":[0.9994161,0.00008693598,0.0001752419,0.00008023195,0.0001070893,0.0001344164],"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":[0.00000224488,0.0001193015,0.3261127,0.000003625022,0.00002319673,0.007729048,0.04884186,0.00001975137,0.0001061837,0.000444799,0.00001186665,0.6165854],"study_design_scores_gemma":[0.008004641,0.002761651,0.4369318,0.0008645665,0.00006943989,0.1006726,0.4217449,0.003898065,0.003449206,0.002097387,0.01832755,0.001178294],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9554867,0.0002010688,0.04352565,0.0005277694,0.0001966162,0.0000328591,1.221785e-7,0.00001015392,0.00001904791],"genre_scores_gemma":[0.9215848,0.0000011227,0.07836903,0.000009581185,0.000007850967,5.787854e-7,9.334456e-8,0.000002131953,0.00002474872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6154071,"threshold_uncertainty_score":0.3511546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03070860839188813,"score_gpt":0.3445228455552465,"score_spread":0.3138142371633584,"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."}}