{"id":"W2151472382","doi":"10.1145/2020976.2020977","title":"Workshop report from Web2SE 2011","year":2011,"lang":"en","type":"article","venue":"ACM SIGSOFT Software Engineering Notes","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Work (physics); Software engineering; World Wide Web; Computer science; Software; Software peer review; Data science; Engineering; Software development; Software construction","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":[],"consensus_categories":[],"category_scores_codex":[0.009891864,0.001621791,0.0009533714,0.002458394,0.0029146,0.008036274,0.001884936,0.004070982,0.1429433],"category_scores_gemma":[0.01089022,0.0006592583,0.001204091,0.002259855,0.0004511541,0.005031946,0.00613612,0.003821716,0.1038465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001664071,"about_ca_system_score_gemma":0.007219426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007096459,"about_ca_topic_score_gemma":0.01294592,"domain_scores_codex":[0.9941597,0.0008700782,0.00032394,0.0006479393,0.003039147,0.0009592737],"domain_scores_gemma":[0.982541,0.001444669,0.0003666289,0.001290173,0.007901423,0.006456036],"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":[0.0002035147,0.0001866274,0.00044945,0.000245465,0.00001815485,0.0002936078,0.0002490985,0.0001951047,0.001469557,0.0008858673,0.964489,0.03131455],"study_design_scores_gemma":[0.00003481132,0.0001143061,0.001123213,0.000115111,0.00001559176,0.0001182268,0.0004567083,0.0002499473,0.001627064,0.0004775652,0.9956321,0.000035392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02974688,0.01398949,0.04198585,0.1482975,0.231482,0.004926652,0.0635353,0.007827933,0.4582084],"genre_scores_gemma":[0.03010478,0.00592533,0.01360785,0.01072136,0.01078064,0.002046621,0.06078755,0.003286639,0.8627392],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1429433,"threshold_uncertainty_score":0.478193,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04870665011746801,"score_gpt":0.294787695731335,"score_spread":0.246081045613867,"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."}}