{"id":"W7099720672","doi":"","title":"THE STUDY AND APPLICATION OF IMS LEARNING DESIGN SPECIFICATIONS IN A MOBILE, FIRST NATIONS CONTEXT BY","year":2009,"lang":"en","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Usability; Process (computing); The Internet; Educational technology; Mobile device; Active learning (machine learning); Learning design","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007158243,0.0002757485,0.000151263,0.000553502,0.001855004,0.005403224,0.0007735195,0.00138787,0.002385339],"category_scores_gemma":[0.01696311,0.0002180765,0.0001945249,0.0005576379,0.003384023,0.004449482,0.001926334,0.001546767,0.0004495118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00329542,"about_ca_system_score_gemma":0.002037855,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003690247,"about_ca_topic_score_gemma":0.00435575,"domain_scores_codex":[0.9934416,0.004963256,0.0002367611,0.0002329669,0.0009227587,0.000202679],"domain_scores_gemma":[0.9884055,0.007757445,0.0008974108,0.0007452288,0.001886464,0.0003081269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001017132,0.0002652523,0.0159087,0.0003485346,0.00001656367,0.001191566,0.280163,0.004612967,0.007102732,0.4932915,0.01865375,0.1783437],"study_design_scores_gemma":[0.00002682642,0.0005446559,0.01277376,0.0008196864,0.00002783848,0.001738747,0.2320453,0.01170657,0.01068369,0.02681602,0.7027133,0.0001036369],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6047496,0.001021139,0.1272791,0.01332974,0.0002980409,0.0003853056,0.00008099977,0.0003271422,0.2525289],"genre_scores_gemma":[0.918713,0.0005748577,0.05096248,0.000724314,0.00002983688,0.0003020222,0.00006473539,0.00009005791,0.02853865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9963098,"threshold_uncertainty_score":0.03785688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226291189373365,"score_gpt":0.2387619959972456,"score_spread":0.2164990841035119,"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."}}