{"id":"W193901890","doi":"10.4018/978-1-59140-108-7.ch010","title":"Values-Based Design of Learning Portals as New Academic Spaces","year":2003,"lang":"en","type":"book-chapter","venue":"IGI Global eBooks","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Formative assessment; Summative assessment; Context (archaeology); Usability; Scholarship; The Internet; Quality (philosophy); Collaborative learning; Computer science; Knowledge management; World Wide Web; Pedagogy; Sociology; Political science; Human–computer interaction","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009454685,0.0003879904,0.0006042293,0.0001118871,0.0003119426,0.00006737111,0.0004450391,0.0009615314,0.0004726292],"category_scores_gemma":[0.0005782421,0.0004030729,0.0002752968,0.00005400192,0.000309161,0.00007137351,0.0000439418,0.001022636,0.0001981707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002086882,"about_ca_system_score_gemma":0.004519826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006088098,"about_ca_topic_score_gemma":0.000093165,"domain_scores_codex":[0.9972869,0.0002615853,0.0005119784,0.0004773645,0.0009366673,0.000525505],"domain_scores_gemma":[0.9983235,0.0002002178,0.0006917826,0.0002344043,0.0001482699,0.0004018006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004327249,0.000007004757,0.000198022,0.00002630372,0.00008809752,0.00004734171,0.0004223627,0.0008849989,0.00004233763,0.9712139,0.008317151,0.01870916],"study_design_scores_gemma":[0.0003532227,0.0002242128,0.000003335948,0.0004287321,0.0001740353,0.00000487713,0.0004600142,0.00001930559,0.0001381137,0.2497994,0.7478678,0.0005269059],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002515505,0.001137438,0.0009553527,0.0005326698,0.0003275435,0.0004226422,0.00001047711,0.000168726,0.9961936],"genre_scores_gemma":[0.03654382,0.0001207505,0.007061636,0.0008643533,0.001172885,0.000006434243,0.000008463808,0.00009732575,0.9541243],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7395507,"threshold_uncertainty_score":0.9998421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04270856690907894,"score_gpt":0.3310084490079103,"score_spread":0.2882998820988314,"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."}}