{"id":"W2208335821","doi":"","title":"Echoing Voices - Emerging Challenges for Educational Practice on the Internet","year":2006,"lang":"en","type":"article","venue":"E-Learn: World Conference on E-Learning in Corporate, Government, Healthcare, and Higher Education","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"The Internet; Internet privacy; Public relations; Engineering ethics; Computer science; Sociology; Pedagogy; Political science; World Wide Web; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001833063,0.0002748243,0.0002592165,0.0001800395,0.0009040528,0.0003480361,0.0002915435,0.0001404614,0.0004853192],"category_scores_gemma":[0.0005643357,0.0002482526,0.00005853908,0.0004495972,0.0001561453,0.0004539588,0.00004375015,0.0008942914,0.00005529246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005644233,"about_ca_system_score_gemma":0.001412695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00395518,"about_ca_topic_score_gemma":0.007935987,"domain_scores_codex":[0.9966701,0.0009008149,0.0004636481,0.0006352324,0.0007890663,0.0005411409],"domain_scores_gemma":[0.996815,0.001605887,0.0009258103,0.0002278542,0.0002798438,0.0001455866],"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":[0.0001255741,0.0003840366,0.01560182,0.00007644276,0.00001611045,8.590521e-7,0.002354837,0.00006351024,0.00001594577,0.9178704,0.00343362,0.06005686],"study_design_scores_gemma":[0.0003202691,0.0002945203,0.05875893,0.0005028186,0.00002137771,0.000001228918,0.01980383,0.0001779148,0.00001763932,0.02313214,0.8966196,0.0003497719],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.08616093,0.001790003,0.0000372788,0.5665697,0.001999772,0.001099562,0.000009856474,0.0001338447,0.3421991],"genre_scores_gemma":[0.8958983,0.001284163,0.0008187027,0.001666588,0.001401699,0.0002290171,0.00004189268,0.00003487469,0.09862479],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8947383,"threshold_uncertainty_score":0.999997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08850570626869848,"score_gpt":0.3562315158458621,"score_spread":0.2677258095771636,"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."}}