{"id":"W1955809784","doi":"10.1007/11876663_5","title":"Awareness and Collaboration in the iHelp Courses Content Management System","year":2006,"lang":"en","type":"book-chapter","venue":"Lecture notes in computer science","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Content management system; Content management; Learning Management; Knowledge management; Content (measure theory); Multimedia; Management system; World Wide Web; Human–computer interaction; Management","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":[0.001675036,0.0002473958,0.0003165175,0.0007889058,0.0006821881,0.002744693,0.0009627949,0.0007832869,0.002891924],"category_scores_gemma":[0.004784395,0.0003565452,0.0002484681,0.0005572198,0.0003985511,0.004214826,0.002718845,0.001019793,0.0007451327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004980868,"about_ca_system_score_gemma":0.0007804277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00238159,"about_ca_topic_score_gemma":0.002600323,"domain_scores_codex":[0.9988341,0.0003430325,0.00011107,0.0002259146,0.0003509326,0.0001349853],"domain_scores_gemma":[0.997398,0.001575312,0.0001293005,0.0004403257,0.000191713,0.0002654808],"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":[0.001597488,0.002159413,0.02567264,0.0002368838,0.0001079355,0.000606593,0.00663829,0.01126746,0.04583609,0.02559692,0.01863262,0.8616478],"study_design_scores_gemma":[0.0004090005,0.001193215,0.06200458,0.0002160469,0.0004257096,0.001651247,0.004504143,0.5678798,0.1513829,0.07532733,0.1346628,0.0003432722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6204196,0.0006539756,0.2896273,0.001345524,0.0001301188,0.000397337,0.0007254888,0.02251977,0.0641809],"genre_scores_gemma":[0.9252909,0.0001291424,0.06322747,0.0001455154,0.00005124122,0.000106772,0.0009287493,0.0004709115,0.009649198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002891924,"threshold_uncertainty_score":0.009674489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02347297028912404,"score_gpt":0.2685657729438873,"score_spread":0.2450928026547632,"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."}}