{"id":"W1998292552","doi":"10.1145/1809198.1809209","title":"Annoki","year":2010,"lang":"en","type":"article","venue":"","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Computer science; Software engineering; Software development; World Wide Web; Social software engineering; Software; Collaborative software; Software construction; Operating system","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002466999,0.002050659,0.001306133,0.003518341,0.002125257,0.006638034,0.005476142,0.002461605,0.2716857],"category_scores_gemma":[0.01125692,0.001586779,0.001905157,0.002846923,0.0006666118,0.01050955,0.008130002,0.003538803,0.3630451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319946,"about_ca_system_score_gemma":0.003465009,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005302043,"about_ca_topic_score_gemma":0.00763342,"domain_scores_codex":[0.9970592,0.0003307701,0.0003409774,0.0005792507,0.001391127,0.0002986074],"domain_scores_gemma":[0.9953215,0.0007018113,0.0002448953,0.001625907,0.001392325,0.000713557],"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":[0.0003356971,0.0001008533,0.000548734,0.0008976758,0.00004886687,0.0001773867,0.0003407607,0.0004316916,0.003164849,0.0206903,0.8392125,0.1340507],"study_design_scores_gemma":[0.00002647739,0.00001095743,0.0001811957,0.0000496894,0.00001160951,0.000100044,0.00002767386,0.000441373,0.0007151204,0.002837683,0.9955729,0.00002533077],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002457803,0.002248582,0.1183499,0.004008871,0.002886768,0.000969669,0.07502564,0.3891196,0.4049332],"genre_scores_gemma":[0.0134295,0.003360025,0.1079511,0.003588054,0.0006967238,0.001564879,0.2829764,0.08235268,0.5040808],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7283143,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008515473238615555,"score_gpt":0.3675461286220711,"score_spread":0.3590306553834556,"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."}}