{"id":"W2200335091","doi":"","title":"When Good Courses Go Bad: The Anguish of Online Dysfunctionality","year":2001,"lang":"en","type":"article","venue":"EdMedia: World Conference on Educational Media and Technology","topic":"Impact of Technology on Adolescents","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Anguish; Economics; Philosophy; Epistemology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003916166,0.0001707342,0.0002535328,0.0004318625,0.0003913411,0.00003062467,0.0006622113,0.0002752874,0.001458306],"category_scores_gemma":[0.002056682,0.0001386659,0.0000410822,0.0008287558,0.002651266,0.00009994767,0.00008933907,0.0005290436,0.00004552729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008839438,"about_ca_system_score_gemma":0.0009441604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003167002,"about_ca_topic_score_gemma":0.007315347,"domain_scores_codex":[0.9984037,0.000106548,0.0002938785,0.0003148799,0.0004858281,0.000395146],"domain_scores_gemma":[0.998249,0.0006324571,0.0002132893,0.0003668363,0.000412201,0.0001262479],"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":[0.00001726596,0.0004088587,0.1872513,0.000004503421,0.00002858877,0.000001785879,0.0008275043,7.754779e-8,0.00008856519,0.7923346,0.01054979,0.008487102],"study_design_scores_gemma":[0.0002911825,0.00005543803,0.1285511,0.00006287169,0.00002480604,0.000009213346,0.001329302,0.000005390457,0.0002079664,0.8512438,0.01807208,0.0001468837],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1209097,0.0004934695,0.000009573021,0.8626401,0.001627102,0.0002909429,0.00004715468,0.0001630687,0.01381893],"genre_scores_gemma":[0.9934297,0.0005420283,0.0003419961,0.0006373744,0.0005705986,0.00005187796,0.00003937559,0.00001056932,0.004376496],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.87252,"threshold_uncertainty_score":0.9994545,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0363655522390389,"score_gpt":0.3253744873307897,"score_spread":0.2890089350917507,"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."}}