{"id":"W2591794136","doi":"","title":"Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16)","year":2016,"lang":"en","type":"article","venue":"National Conference on Artificial Intelligence","topic":"Semantic Web and Ontologies","field":"Computer Science","cited_by":143,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Computer science; Artificial intelligence","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001077037,0.0004314996,0.0004322725,0.0003072432,0.0003543565,0.0003518826,0.003002517,0.0002510699,0.0004164105],"category_scores_gemma":[0.001868207,0.0002677974,0.0002152199,0.0009466424,0.0008175321,0.0006440904,0.0004154257,0.0004492326,0.0006790655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002216305,"about_ca_system_score_gemma":0.0006423155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000571211,"about_ca_topic_score_gemma":0.0001199973,"domain_scores_codex":[0.9954046,0.0001053754,0.001055822,0.0009993372,0.001824533,0.000610321],"domain_scores_gemma":[0.9958293,0.0007514117,0.0005659446,0.0005846347,0.002112463,0.0001561966],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008486435,0.000196104,0.00007720604,0.00001200197,0.0000162603,0.00000139519,0.0003803109,0.00004652433,0.01126157,0.8323689,0.0003056294,0.1552493],"study_design_scores_gemma":[0.00002469317,0.0002826024,0.0006692949,0.0002564832,0.000006960637,0.000006133382,0.0003867577,0.01222373,0.3431734,0.6424562,0.0002037012,0.0003100705],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08614654,0.00006265093,0.7278299,0.05780819,0.003560549,0.001531241,0.00008948195,0.0005940369,0.1223774],"genre_scores_gemma":[0.9961903,0.00006132558,0.002096662,0.0008367788,0.0001967916,0.00005248295,0.000001486873,0.00001691809,0.000547247],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9100438,"threshold_uncertainty_score":0.9999774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1620840183145195,"score_gpt":0.3370774050326261,"score_spread":0.1749933867181065,"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."}}