{"id":"W2626768075","doi":"","title":"Toward Artificial Sapience: Principles and Methods for Wise Systems","year":2007,"lang":"en","type":"book","venue":"No Category","topic":"Computability, Logic, AI Algorithms","field":"Computer Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Artificial intelligence; Computational model; Set (abstract data type); Semiotics; Cognitive science; Situated; Artificial life; Management science; Epistemology; Engineering; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.005877253,0.001385543,0.001325221,0.002272789,0.00221761,0.007595547,0.003575437,0.003136534,0.01161189],"category_scores_gemma":[0.009090246,0.001121741,0.00264754,0.002062868,0.01094933,0.01146826,0.007605596,0.007819802,0.005530652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002360025,"about_ca_system_score_gemma":0.002819457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001467572,"about_ca_topic_score_gemma":0.001119213,"domain_scores_codex":[0.9968887,0.001306306,0.0002448409,0.0005323103,0.0008750898,0.0001527118],"domain_scores_gemma":[0.9970375,0.001332951,0.000181572,0.0008079158,0.000436873,0.0002030603],"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":[0.000003643531,0.000007566713,0.0000578306,0.00006490297,0.000008756747,0.00002328179,0.0002460184,0.002374326,0.0001094187,0.983697,0.00277246,0.01063478],"study_design_scores_gemma":[0.000005791631,0.000007350439,0.00002637211,0.00006022002,0.000003756149,0.00003314994,0.00006874117,0.01302524,0.0001303231,0.9480358,0.03859396,0.000009329047],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.001001317,0.002103951,0.9634711,0.002959573,0.0003923938,0.0001270694,0.00008843355,0.0003995979,0.02945666],"genre_scores_gemma":[0.05054636,0.00372292,0.918094,0.001186858,0.0006941404,0.0009907106,0.0002197334,0.0005877558,0.02395739],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01161189,"threshold_uncertainty_score":0.0388456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0845480542039828,"score_gpt":0.3431974982504115,"score_spread":0.2586494440464286,"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."}}