{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003479006,0.0004511074,0.0002167984,0.001985569,0.00157242,0.007193941,0.001255487,0.001254753,0.00675641],"category_scores_gemma":[0.00864773,0.0005618407,0.0005639637,0.001004469,0.00237117,0.003579789,0.002364536,0.000558935,0.001201025],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0017641,"about_ca_system_score_gemma":0.001233457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005297443,"about_ca_topic_score_gemma":0.0008844332,"domain_scores_codex":[0.9964783,0.002338386,0.0002414935,0.0002002278,0.0005339226,0.0002076845],"domain_scores_gemma":[0.9966601,0.001798208,0.000355937,0.00053949,0.0003929522,0.0002533311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003307157,0.0004603586,0.01332821,0.001882503,0.00004823797,0.0016514,0.06522331,0.009311489,0.02467887,0.3647216,0.007118023,0.5112453],"study_design_scores_gemma":[0.0002173189,0.001212942,0.02374269,0.001367779,0.0001986506,0.003222944,0.03673777,0.01406211,0.03208575,0.1345756,0.7523609,0.0002154256],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5573841,0.003590603,0.2883538,0.002967101,0.0004197038,0.001135878,0.0002616115,0.001434553,0.1444526],"genre_scores_gemma":[0.7478472,0.0009391552,0.2080653,0.0002745269,0.00006225441,0.000813935,0.0001540387,0.0002258598,0.04161781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007193941,"threshold_uncertainty_score":0.0226025,"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."}}