{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01046498,0.001359851,0.001351053,0.001633459,0.003471474,0.008142146,0.002429752,0.008586345,0.5598472],"category_scores_gemma":[0.01489222,0.0004143892,0.001148157,0.001075514,0.0006975942,0.003568906,0.009032294,0.005185072,0.5205733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002129569,"about_ca_system_score_gemma":0.00609318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002949031,"about_ca_topic_score_gemma":0.006454435,"domain_scores_codex":[0.9946631,0.0009864223,0.0001852706,0.0004819001,0.00215423,0.001528913],"domain_scores_gemma":[0.9827691,0.001518233,0.0004129617,0.001038332,0.005161546,0.009099908],"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":[0.00008777556,0.0000250604,0.00006236566,0.00005050997,0.000001888937,0.00003452548,0.00001576598,0.00001408904,0.00009637602,0.0006103913,0.9936596,0.005341746],"study_design_scores_gemma":[0.00002356282,0.00002049371,0.0003123483,0.00004113076,0.000001257663,0.00001592552,0.0000840081,0.00004973296,0.00005426966,0.0004054792,0.9989863,0.000005552694],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003486539,0.004195494,0.003659095,0.1141874,0.2287269,0.002948864,0.03165655,0.003694949,0.6074442],"genre_scores_gemma":[0.008525949,0.000967482,0.001735522,0.03175223,0.01761083,0.001895101,0.0172158,0.001977145,0.91832],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4401528,"threshold_uncertainty_score":0.6278245,"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."}}