{"id":"W2086325135","doi":"10.1145/2822363.2822364","title":"SIGCSE conference report","year":2015,"lang":"en","type":"article","venue":"ACM SIGCSE Bulletin","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer science; Library 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":[0.007203153,0.001896226,0.001165545,0.002887107,0.001889096,0.008484144,0.001881749,0.002423991,0.4968413],"category_scores_gemma":[0.01148824,0.0006826382,0.0008812282,0.00247217,0.0007642596,0.00623835,0.0033022,0.004199268,0.4514066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002148378,"about_ca_system_score_gemma":0.006780391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01110533,"about_ca_topic_score_gemma":0.01324704,"domain_scores_codex":[0.9970334,0.0003611588,0.0001719633,0.0004492303,0.001649405,0.000334944],"domain_scores_gemma":[0.988709,0.001102179,0.0001915484,0.001480606,0.006253742,0.002262889],"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":[0.00002737611,0.00004290808,0.0001303587,0.00005042224,0.000005295058,0.00002255934,0.00001694553,0.0000571039,0.0001645403,0.001052017,0.9576595,0.04077107],"study_design_scores_gemma":[0.0000121008,0.00001492609,0.0002231606,0.00005034427,0.00000536854,0.00003381173,0.00003246025,0.00009691747,0.000141347,0.0004502349,0.9989324,0.00000685341],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002348252,0.01753197,0.01561721,0.0398507,0.1058831,0.0009828592,0.027138,0.009824375,0.7808236],"genre_scores_gemma":[0.006634299,0.01049085,0.005941377,0.004756761,0.009935067,0.0005029872,0.02866101,0.002142272,0.9309354],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4968413,"threshold_uncertainty_score":0.7176948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05197395258689915,"score_gpt":0.2901810069703583,"score_spread":0.2382070543834592,"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."}}