{"id":"W4298306767","doi":"10.1007/978-981-13-1648-7","title":"Computational Intelligence and Intelligent Systems","year":2018,"lang":"en","type":"book","venue":"Communications in computer and information science","topic":"Internet of Things and AI","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Computer science; Artificial neural network; Cloud computing; Artificial intelligence; Computational intelligence; Architecture; Transfer of learning; Evolutionary computation; Machine learning; Data science; Geography; Operating system","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":[0.0004854572,0.001565208,0.001311681,0.00162066,0.0006736151,0.004436357,0.001068896,0.001121536,0.01865053],"category_scores_gemma":[0.001535032,0.0004684194,0.0003947923,0.002703407,0.003367234,0.003834853,0.001753546,0.00357507,0.00948984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145091,"about_ca_system_score_gemma":0.001488964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009507526,"about_ca_topic_score_gemma":0.001405156,"domain_scores_codex":[0.9994078,0.000132226,0.00002167877,0.00007775908,0.0003217607,0.00003882253],"domain_scores_gemma":[0.9994612,0.0003045957,0.00002890938,0.00008461099,0.00008012626,0.00004043513],"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":[0.00001397476,0.00004539362,0.0001230244,0.0005701655,0.00003371829,0.00003778702,0.0002841295,0.001550849,0.0003147848,0.6183184,0.2338732,0.1448346],"study_design_scores_gemma":[0.000008147913,0.00001377239,0.0001981684,0.0003127099,0.000007783102,0.00006812204,0.00007258389,0.0009389301,0.00008876438,0.4150692,0.5832136,0.000008172022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001003125,0.2085927,0.03457269,0.007060834,0.00548253,0.00008105854,0.0002197004,0.0003544008,0.742633],"genre_scores_gemma":[0.05471966,0.2172925,0.03651413,0.006955633,0.009797384,0.0004566258,0.001073821,0.0004817247,0.6727085],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01865053,"threshold_uncertainty_score":0.06239223,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04066919100586538,"score_gpt":0.3001382617401092,"score_spread":0.2594690707342439,"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."}}