{"id":"W2913085840","doi":"","title":"Proceedings of the 13th international conference on Structural Information and Communication Complexity","year":2006,"lang":"en","type":"article","venue":"International Conference on Structural Information and Communication Complexity","topic":"Cognitive Computing and Networks","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004041267,0.0002891898,0.0002566094,0.000251938,0.0006430603,0.00102521,0.002102369,0.0001161348,0.0001041608],"category_scores_gemma":[0.0001014932,0.0002360017,0.00007933709,0.0002785244,0.0006712928,0.003152493,0.001119643,0.0005251361,0.00001357253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001269819,"about_ca_system_score_gemma":0.00007940363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004695203,"about_ca_topic_score_gemma":0.0001064678,"domain_scores_codex":[0.9978423,0.0001208666,0.0008858855,0.0002276182,0.0007096432,0.0002137431],"domain_scores_gemma":[0.9964774,0.0001417224,0.001004083,0.0005700227,0.001727631,0.00007911748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006624279,0.00001547677,0.0019291,0.00001527872,0.00002592761,3.562849e-8,0.0008578788,0.0000680215,0.00005341693,0.9699302,0.0005010525,0.02653742],"study_design_scores_gemma":[0.001063296,0.00008467685,0.2368237,0.0002273553,0.00000987468,0.00003509161,0.0006086248,0.5292513,0.0003511979,0.2284215,0.002781589,0.0003418165],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8277473,0.00006585941,0.008638685,0.02511586,0.0008696471,0.0009032815,0.0002400258,0.0002891514,0.1361302],"genre_scores_gemma":[0.9918814,0.0001411207,0.006539925,0.0009288409,0.00004198844,0.00002052312,0.0003845095,0.00000524463,0.00005640695],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7415087,"threshold_uncertainty_score":0.9886128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07132217257777138,"score_gpt":0.3047814982352647,"score_spread":0.2334593256574933,"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."}}