{"id":"W2201217425","doi":"","title":"New Moodle Developments in Teaching, Research and Administration","year":2012,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Higher Education Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Military College Saint-Jean; University of Alberta","funders":"","keywords":"Administration (probate law); Computer science; Pedagogy; Political science; Mathematics education; Sociology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001391946,0.00009644838,0.0001178847,0.0007006127,0.0003959959,0.00008162338,0.0001980033,0.0001527784,0.0007014101],"category_scores_gemma":[0.002816687,0.0001013448,0.000005552823,0.0007354522,0.0004755652,0.0003744752,0.00004704062,0.0007473985,0.0001092597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001152236,"about_ca_system_score_gemma":0.00194223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003829654,"about_ca_topic_score_gemma":0.00388094,"domain_scores_codex":[0.9984978,0.0002536919,0.0001838737,0.0002525999,0.000393154,0.0004189108],"domain_scores_gemma":[0.9980487,0.001329356,0.0000837202,0.000123764,0.0001462935,0.0002682212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000005278965,0.0001370802,0.2690221,0.00000296467,0.000003352104,2.920851e-7,0.01551179,9.736378e-9,0.00002372642,0.7053392,0.002479282,0.007474971],"study_design_scores_gemma":[0.0002553068,0.00007011088,0.3193165,0.00007381726,0.000004947059,0.000004856337,0.004059596,0.000001093672,0.0001455821,0.5521916,0.1236774,0.0001991555],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2473467,0.0004443022,0.000006979585,0.7115808,0.001378902,0.0002366139,0.000001176741,0.00005724776,0.03894725],"genre_scores_gemma":[0.9844993,0.0002000047,0.002999534,0.00009367292,0.000651953,0.00009344654,0.00001414178,0.000007419521,0.01144048],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7371526,"threshold_uncertainty_score":0.7679949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1453211885677246,"score_gpt":0.4532448053653226,"score_spread":0.307923616797598,"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."}}