{"id":"W204654018","doi":"","title":"An e-learning environment based on open-source software","year":2005,"lang":"en","type":"article","venue":"","topic":"Experimental Learning in Engineering","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Component (thermodynamics); Learning environment; Open source; Architecture; Open source software; Software; Software engineering; Course (navigation); Learning Management; Multimedia; E learning; Human–computer interaction; Operating system; Computer architecture; The Internet; Engineering; Mathematics education","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":[0.0008304691,0.0006575757,0.0003864747,0.0006149192,0.0006245572,0.001461166,0.002096259,0.0007430526,0.01315292],"category_scores_gemma":[0.002093946,0.0004075378,0.0003048753,0.0003572326,0.0004661555,0.002597632,0.00348934,0.001063451,0.005144424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002767792,"about_ca_system_score_gemma":0.0006282194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006079337,"about_ca_topic_score_gemma":0.0007913355,"domain_scores_codex":[0.9993696,0.0001165806,0.00006066223,0.0001229198,0.0002475339,0.00008271453],"domain_scores_gemma":[0.9980413,0.0007567905,0.00009755892,0.0003555194,0.0002710166,0.0004777751],"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":[0.004365928,0.004805471,0.01154181,0.001158969,0.0001540403,0.003139789,0.002983145,0.01739749,0.1884073,0.02320282,0.05459689,0.6882464],"study_design_scores_gemma":[0.002222019,0.002958399,0.02222239,0.0004019552,0.0002932309,0.002905858,0.0006388278,0.2830498,0.2138599,0.01703208,0.4538573,0.0005581953],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.152319,0.0002104734,0.6401789,0.0003560079,0.0001642005,0.0008952409,0.001125687,0.1740508,0.03069966],"genre_scores_gemma":[0.5671687,0.0003660751,0.3605117,0.0003667128,0.0001482102,0.000929751,0.006860188,0.008777218,0.05487146],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01315292,"threshold_uncertainty_score":0.04400092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005572464609716841,"score_gpt":0.2099341012671958,"score_spread":0.204361636657479,"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."}}