{"id":"W141851465","doi":"10.1007/978-1-84628-999-6_10","title":"A Paradigm for Sapient (Wise) Systems: Implementations, Design&amp;Operation","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Computer science; Cybernetics; Implementation; Paradigm shift; Artificial intelligence; Computational intelligence; Point (geometry); Software 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009303003,0.0002600264,0.0002450227,0.0003240977,0.0002949008,0.000445732,0.0005438832,0.0001214338,0.0001205531],"category_scores_gemma":[0.00002023321,0.0002351084,0.0001248859,0.00007059576,0.00004326298,0.0004845184,0.0001319571,0.0001034674,0.0002858856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00015155,"about_ca_system_score_gemma":0.0002470838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003479422,"about_ca_topic_score_gemma":0.00008348433,"domain_scores_codex":[0.9981089,0.00001659975,0.0004679319,0.0006337704,0.0004124297,0.0003604213],"domain_scores_gemma":[0.9988233,0.0002520042,0.0001942463,0.0004268547,0.0001854478,0.0001181113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003210939,0.000007727303,7.138956e-7,0.0000244372,0.00002251619,0.000002225368,0.0002002874,0.00006000209,0.00004362378,0.9722636,0.00738016,0.01999146],"study_design_scores_gemma":[0.0004281391,0.0001662026,0.000007836992,0.0001511671,0.00003872323,0.0000235782,0.00004211464,0.0121701,0.0001363372,0.06651434,0.9197314,0.0005901016],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[5.985625e-7,0.0002793829,0.856773,0.0003391671,0.0005963704,0.001433644,0.00001804395,0.0001303678,0.1404294],"genre_scores_gemma":[0.00175439,0.0002132111,0.3601259,0.002422087,0.0006429721,0.000423531,0.0002236832,0.00005740373,0.6341368],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9123512,"threshold_uncertainty_score":0.9587443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1829322361435464,"score_gpt":0.3490884787540253,"score_spread":0.166156242610479,"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."}}