{"id":"W1905524401","doi":"10.14742/ajet.1315","title":"The pedagogical and multimedia designs of learning objects for schools","year":2005,"lang":"en","type":"article","venue":"Australasian Journal of Educational Technology","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Tech University; University of Alberta","funders":"","keywords":"Interactivity; Experiential learning; Multimedia; Computer science; Instructional design; Narrative; Educational technology; Object (grammar); Mathematics education; Psychology; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005137582,0.00008320701,0.0001456548,0.000233386,0.0002265547,0.00007297927,0.0005905711,0.00009184235,0.00003354837],"category_scores_gemma":[0.001378507,0.00006196031,0.00005471575,0.0002817822,0.0001399356,0.0003033338,0.00005225394,0.000475758,0.000009980003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003912688,"about_ca_system_score_gemma":0.0004625468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.123265e-7,"about_ca_topic_score_gemma":0.000002187614,"domain_scores_codex":[0.9991043,0.00005650325,0.0003702565,0.000127843,0.0001444026,0.0001966891],"domain_scores_gemma":[0.998494,0.0005664448,0.0003979866,0.0001269368,0.0003252294,0.00008942313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003794994,0.000317688,0.04211232,0.00002082927,0.0001043804,0.00000147312,0.00397036,0.0006032477,0.00504285,0.7770559,0.004787349,0.1659457],"study_design_scores_gemma":[0.005787407,0.005841792,0.1838634,0.0005365385,0.0001822085,0.004788511,0.1758125,0.009092698,0.03392936,0.2845479,0.2942254,0.00139231],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5302158,0.001156777,0.01813966,0.4469158,0.00101805,0.00039622,9.672027e-7,0.00004757334,0.00210915],"genre_scores_gemma":[0.8938337,0.00006467466,0.1046595,0.00004139599,0.0001879214,0.000009378853,5.682703e-7,0.000004978318,0.001197843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.492508,"threshold_uncertainty_score":0.2526668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05139093925985164,"score_gpt":0.3545126032941201,"score_spread":0.3031216640342684,"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."}}