{"id":"W2914032695","doi":"10.1145/3310216.3310218","title":"ICER 2019 call for participation","year":2019,"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":"","funders":"","keywords":"Variety (cybernetics); Fifteenth; Library science; Computer science; History; Artificial intelligence","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002503563,0.00008640117,0.0001154357,0.00003952478,0.0000514504,0.00007575074,0.0006143922,0.00005211796,0.0001298939],"category_scores_gemma":[0.0003175004,0.00007741169,0.00006419279,0.00009722233,0.00001061589,0.00005530542,0.0001688476,0.00009325369,0.002847138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001496645,"about_ca_system_score_gemma":0.00002827214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002379529,"about_ca_topic_score_gemma":0.000001644138,"domain_scores_codex":[0.999176,0.00003336128,0.0001498091,0.0002637227,0.0001415806,0.0002355718],"domain_scores_gemma":[0.9988938,0.00026693,0.00006917126,0.0006356949,0.00007485232,0.00005957128],"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":[0.00006162796,0.0004394857,0.01840892,0.0001279075,0.00009245062,0.00001124141,0.001384533,0.007496827,0.003023749,0.05369937,0.8189348,0.0963191],"study_design_scores_gemma":[0.0006931577,0.0002280457,0.004028725,0.00002477982,0.000014111,0.000002083425,0.00001217615,0.06205153,0.0008023192,0.002864429,0.9290301,0.0002485575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5245963,0.0002513461,0.2168786,0.2489599,0.001684742,0.0009740442,0.00001435079,0.0007241488,0.00591663],"genre_scores_gemma":[0.9016026,0.000008319972,0.0617089,0.001810667,0.0001907147,0.00001976474,0.00001382097,0.00001527648,0.03463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3770063,"threshold_uncertainty_score":0.9979293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01282039719394397,"score_gpt":0.281687112439892,"score_spread":0.2688667152459481,"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."}}