{"id":"W2556700187","doi":"10.1177/0047281616679112","title":"Instructional Design for Online Learning Environments and the Problem of Collaboration in the Cloud","year":2016,"lang":"en","type":"article","venue":"Journal of Technical Writing and Communication","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Collaborative writing; Cloud computing; Asynchronous communication; Collaborative learning; Computer science; Process (computing); Ambiguity; Knowledge management; Mathematics education; World Wide Web; Psychology","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":[0.02066621,0.000675518,0.0006168275,0.0009695395,0.003629628,0.00805709,0.002314763,0.00228782,0.004101878],"category_scores_gemma":[0.07065488,0.0005844958,0.0005669519,0.0009182763,0.004880376,0.005000884,0.003778227,0.002115674,0.000582105],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002845065,"about_ca_system_score_gemma":0.003612541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008068002,"about_ca_topic_score_gemma":0.001101743,"domain_scores_codex":[0.9730023,0.02249805,0.001012126,0.0009770913,0.001870276,0.0006402317],"domain_scores_gemma":[0.8866971,0.09855957,0.004484469,0.005093319,0.003041142,0.002124508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0006001845,0.002929501,0.01851169,0.002588107,0.00009645613,0.00132868,0.07074341,0.0182448,0.01244503,0.349937,0.007754135,0.514821],"study_design_scores_gemma":[0.001293409,0.002860381,0.01197914,0.00193665,0.0002389437,0.0027374,0.05283933,0.09768099,0.02460448,0.5631745,0.2404463,0.0002084364],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3016449,0.001835117,0.6442795,0.008647226,0.0003497814,0.001118866,0.0000584462,0.0008383421,0.04122771],"genre_scores_gemma":[0.6304042,0.0005359957,0.3629858,0.0005455045,0.0001000197,0.001108401,0.00003842324,0.0001400663,0.004141487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02066621,"threshold_uncertainty_score":0.1092947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04424476662296169,"score_gpt":0.3824688282735683,"score_spread":0.3382240616506066,"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."}}