{"id":"W2012373776","doi":"10.1115/detc2005-85575","title":"Design of Intelligent Systems: Measure of Information Content","year":2005,"lang":"en","type":"article","venue":"","topic":"Flexible and Reconfigurable Manufacturing Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Computer science; Context (archaeology); Measure (data warehouse); Automation; Intelligent decision support system; Axiom; Interpretation (philosophy); Metric (unit); Artificial intelligence; Computational intelligence; Realm; Human–computer interaction; Data science; Data mining; Engineering; Mathematics","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":[],"consensus_categories":[],"category_scores_codex":[0.005047296,0.0007452116,0.0009932512,0.003698058,0.0006636284,0.004826826,0.0009268814,0.001633474,0.001825265],"category_scores_gemma":[0.03203835,0.0004039216,0.0005292143,0.002704811,0.005265606,0.008207434,0.001800225,0.00109683,0.0003522809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00168682,"about_ca_system_score_gemma":0.0006783379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002090686,"about_ca_topic_score_gemma":0.0001237055,"domain_scores_codex":[0.9923097,0.00265017,0.000664114,0.0008593216,0.00328863,0.0002281083],"domain_scores_gemma":[0.9730834,0.01730728,0.003022967,0.003428804,0.002641812,0.0005157173],"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":[0.0002147383,0.0001078385,0.007087979,0.000891757,0.0002082818,0.0001631338,0.0008723323,0.07021203,0.01146986,0.7834209,0.001439956,0.1239111],"study_design_scores_gemma":[0.0000358786,0.000438199,0.005049622,0.0002036453,0.0001105873,0.0004002408,0.0003265339,0.122481,0.01571569,0.8417017,0.01343015,0.0001068377],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1005995,0.006148934,0.856172,0.002039495,0.0001542496,0.0002081761,0.0003335643,0.000420428,0.03392357],"genre_scores_gemma":[0.8646122,0.001964381,0.1303865,0.0002135222,0.000243678,0.0003351366,0.000231854,0.0000901202,0.001922796],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005047296,"threshold_uncertainty_score":0.02669293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03792184154765854,"score_gpt":0.1979115268013793,"score_spread":0.1599896852537208,"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."}}