{"id":"W1544464738","doi":"","title":"Representations of Information Spaces in Educational Tools","year":2010,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Innovative Educational Technologies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Computer science; Sociology; Knowledge 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002566114,0.0001690529,0.000209171,0.002385282,0.00008933256,0.00009676187,0.0008809518,0.0001777292,0.000250161],"category_scores_gemma":[0.003169474,0.0001678762,0.00002183776,0.002561515,0.0006016181,0.001028279,0.000180486,0.0006261442,0.00006001591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004659349,"about_ca_system_score_gemma":0.001201171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002715497,"about_ca_topic_score_gemma":0.0002674519,"domain_scores_codex":[0.9985914,0.0000277262,0.0004683078,0.0003287672,0.0003307239,0.0002530893],"domain_scores_gemma":[0.9972836,0.001179156,0.0002758167,0.0005392338,0.0006616377,0.00006057233],"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":[0.000002799425,0.0001536691,0.0263081,0.00001040736,0.000006823419,2.499201e-7,0.0006861382,8.76431e-7,0.00173389,0.9639058,0.001399002,0.005792247],"study_design_scores_gemma":[0.0001753958,0.00002840106,0.1462034,0.00003241281,0.000002005006,0.000009842601,0.0001470121,0.0001207581,0.004638677,0.848003,0.0004998746,0.0001391929],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1172309,0.00005167175,0.0008866933,0.8704932,0.002741494,0.0003308185,0.00002262856,0.000126601,0.008116029],"genre_scores_gemma":[0.9659603,0.00003264185,0.03302234,0.0002347692,0.0001415771,0.0003113958,0.00007598948,0.000005086921,0.000215869],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8702584,"threshold_uncertainty_score":0.6845795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03421235093260726,"score_gpt":0.3044074257242315,"score_spread":0.2701950747916242,"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."}}