{"id":"W132867644","doi":"","title":"Decanting the Library within a Course management System (CMS)","year":2008,"lang":"en","type":"article","venue":"E-LIS Repository (University of Naples Federico II)","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Prince Edward Island","keywords":"Course (navigation); Library management; Computer science; Engineering management; World Wide Web; Library classification; Engineering","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0001667866,0.0001206877,0.0001704033,0.00007944683,0.002392267,0.0001614315,0.00134058,0.00004858865,0.00002864171],"category_scores_gemma":[0.000004524944,0.0001164457,0.0001002117,0.0005571666,0.0001241791,0.001058858,0.000787547,0.0001667862,0.00004173918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005867678,"about_ca_system_score_gemma":0.0001620515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001652853,"about_ca_topic_score_gemma":0.0000060668,"domain_scores_codex":[0.9988651,0.0001471921,0.0001612005,0.0003136553,0.0003153691,0.0001974871],"domain_scores_gemma":[0.9990643,0.00004749201,0.0002681595,0.0004673338,0.0000579219,0.00009484302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002234906,0.001758394,0.05989415,0.0009909294,0.001491883,0.004232397,0.3090389,0.00410523,0.003452372,0.3581862,0.2371832,0.01944289],"study_design_scores_gemma":[0.001939519,0.0004181804,0.1603915,0.0006141133,0.0001992904,0.001657744,0.5546042,0.05270185,0.003386204,0.00005895541,0.2227756,0.001252863],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6717033,0.0001984643,0.01088043,0.001924185,0.001071562,0.0003152566,9.167036e-7,0.0005189715,0.3133869],"genre_scores_gemma":[0.9582484,0.00003741162,0.0157512,0.00006637674,0.00005397082,6.234852e-7,0.00000215772,0.00000890962,0.02583089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3581272,"threshold_uncertainty_score":0.9989065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0107071853673988,"score_gpt":0.1851684011515347,"score_spread":0.1744612157841359,"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."}}