{"id":"W4283822641","doi":"10.1609/aaai.v36i11.21569","title":"Model AI Assignments 2022","year":2022,"lang":"en","type":"article","venue":"","topic":"Explainable Artificial Intelligence (XAI)","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Session (web analytics); Variety (cybernetics); Dissemination; Computer science; Core (optical fiber); Artificial intelligence; Multimedia; World Wide Web; Telecommunications","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":["insufficient_payload"],"category_scores_codex":[0.002560508,0.001055341,0.000603297,0.001196793,0.002351674,0.005328135,0.001639466,0.001588636,0.3439564],"category_scores_gemma":[0.0072008,0.0005738203,0.0007230056,0.000920939,0.0004698558,0.002607465,0.003763576,0.002739937,0.1556108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002150596,"about_ca_system_score_gemma":0.003033516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002507703,"about_ca_topic_score_gemma":0.008493443,"domain_scores_codex":[0.9984391,0.0003885071,0.00006012202,0.0002095635,0.0006647898,0.0002379054],"domain_scores_gemma":[0.996501,0.0005295054,0.0001203487,0.0004777945,0.0012097,0.001161784],"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":[0.0001826842,0.0002606815,0.0003130497,0.00009033896,0.000005890609,0.00005797811,0.0003840495,0.000777012,0.001609631,0.01143454,0.9177772,0.06710707],"study_design_scores_gemma":[0.00001950419,0.00007422514,0.0005755568,0.0000255277,0.000001803706,0.00004193313,0.0001248799,0.001284403,0.0007091466,0.0047972,0.9923315,0.00001424398],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01076153,0.0003492626,0.04247855,0.005708362,0.004281129,0.00117984,0.008806255,0.0124867,0.9139483],"genre_scores_gemma":[0.04119219,0.0003648348,0.01711192,0.001565017,0.0007361558,0.001278993,0.01267983,0.003051015,0.9220199],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6560436,"threshold_uncertainty_score":0.9357666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04123004811097956,"score_gpt":0.2843398882818237,"score_spread":0.2431098401708442,"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."}}