{"id":"W2204720734","doi":"","title":"Inquiry into the structure and roles of open online courses and online communities","year":2009,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Education and Learning Interventions","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; University of Manitoba","funders":"","keywords":"World Wide Web; Political science; Sociology; Public relations; Computer science","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":[0.01167423,0.0001693503,0.0003104003,0.001834985,0.005604793,0.006211227,0.001668602,0.001992693,0.00538831],"category_scores_gemma":[0.05083058,0.0004113123,0.0002679936,0.001159257,0.008667398,0.01035154,0.00415684,0.002847167,0.0002965873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005081671,"about_ca_system_score_gemma":0.009804941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006410627,"about_ca_topic_score_gemma":0.01482195,"domain_scores_codex":[0.9937302,0.004401827,0.0001216351,0.0005456219,0.0005453966,0.0006553404],"domain_scores_gemma":[0.8977911,0.08297023,0.005387072,0.00238223,0.003755822,0.007713467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0007167376,0.00519088,0.1863655,0.0002502454,0.00004452701,0.0002967567,0.59231,0.0001930934,0.001918355,0.1352171,0.001891926,0.07560501],"study_design_scores_gemma":[0.0002741336,0.0006331858,0.1464181,0.0003657868,0.00006020202,0.0002543448,0.7784076,0.001908264,0.0009842539,0.0514934,0.01916391,0.00003690975],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9749785,0.0001913254,0.002072063,0.005291297,0.00002701402,0.0001650658,0.00004365998,0.0000103023,0.01722077],"genre_scores_gemma":[0.997802,0.0000590908,0.0008741495,0.0001689888,0.000006565932,0.00007638674,0.00001310882,0.000004603262,0.0009952715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01167423,"threshold_uncertainty_score":0.06173992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1044984136628262,"score_gpt":0.3628022765489904,"score_spread":0.2583038628861642,"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."}}