{"id":"W2060539314","doi":"10.1145/1070948.1070952","title":"\"Or even worse\"","year":2005,"lang":"en","type":"article","venue":"eLearn","topic":"ICT in Developing Communities","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Athabasca University","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001956024,0.0009795262,0.001181411,0.0009572237,0.001392753,0.003939323,0.001793497,0.002729262,0.6001298],"category_scores_gemma":[0.004807714,0.0002462512,0.001243008,0.001037398,0.001434249,0.00317642,0.003252173,0.00304112,0.3034891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001147386,"about_ca_system_score_gemma":0.001487834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003173129,"about_ca_topic_score_gemma":0.004806827,"domain_scores_codex":[0.9988048,0.0002895188,0.00006495144,0.0002292188,0.0003474597,0.0002639726],"domain_scores_gemma":[0.9978505,0.0003164271,0.0001470545,0.0002668301,0.0008980867,0.0005211471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001536144,0.00003341995,0.000211619,0.00055325,0.00002111484,0.0001169686,0.00007329717,0.0000338972,0.0004045433,0.01174354,0.9185719,0.06808284],"study_design_scores_gemma":[0.00001480159,0.00004429392,0.0003335562,0.0002708916,0.00002092752,0.00016266,0.0001771654,0.00002321747,0.0002227348,0.00327485,0.9954471,0.000007747548],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002267993,0.02913237,0.002811079,0.1959785,0.0947734,0.0001968193,0.004165669,0.001018562,0.6696555],"genre_scores_gemma":[0.009768924,0.01133584,0.0009346596,0.04415905,0.008248287,0.00008462449,0.001458038,0.0001920157,0.9238186],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6001298,"threshold_uncertainty_score":0.5703663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02585416893801909,"score_gpt":0.2629696433377192,"score_spread":0.2371154743997001,"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."}}