{"id":"W1589778007","doi":"","title":"Rapid Instructional Design: Increasing Educator Capacity for Developing Elearning Solutions","year":2010,"lang":"en","type":"article","venue":"AUSpace (Athabasca University)","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Session (web analytics); Instructional design; Quality (philosophy); Computer science; Process (computing); Control (management); Multimedia; Mathematics education; Medical education; Psychology; Medicine; World Wide Web; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.0009969719,0.0001288222,0.0001447398,0.0003154742,0.002351525,0.00008670166,0.0003089996,0.0001715912,0.0002105301],"category_scores_gemma":[0.0009501462,0.0001586474,0.0001055679,0.0005649686,0.000269646,0.0007213101,0.00008024552,0.0004534465,0.00002312791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002577117,"about_ca_system_score_gemma":0.001987542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001872591,"about_ca_topic_score_gemma":0.005740387,"domain_scores_codex":[0.9985805,0.0003039766,0.0001002633,0.0002898641,0.0002286831,0.0004967447],"domain_scores_gemma":[0.9988163,0.0005312146,0.0001230533,0.0001280278,0.0002371576,0.0001642331],"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":[0.0001526641,0.0001477381,0.01348438,0.00003914192,0.0001503063,0.00001391429,0.008683966,0.00008968961,0.008477449,0.8119178,0.003145934,0.153697],"study_design_scores_gemma":[0.0003585402,0.00003189804,0.002332581,0.00002449651,0.00003500055,0.000007403311,0.009142032,0.00009435158,0.0003493067,0.0007256499,0.9866454,0.0002533126],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9043972,0.00001911479,0.07652356,0.007281937,0.0009987252,0.0003567186,0.00001075596,0.0002410698,0.01017085],"genre_scores_gemma":[0.447602,0.00004140013,0.5462226,0.00005954079,0.0008031963,0.000002398701,0.0000133373,0.00002010759,0.005235442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9834995,"threshold_uncertainty_score":0.9989473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0539904740742016,"score_gpt":0.2764227601399395,"score_spread":0.2224322860657379,"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."}}