{"id":"W4230075047","doi":"10.1007/978-1-4614-6170-8_100886","title":"Service Search and Selection","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Selection (genetic algorithm); Service (business); Computer science; Business; Artificial intelligence; Marketing","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":[0.0006029592,0.00107669,0.0009891819,0.002455919,0.001153968,0.00367651,0.001156022,0.001157602,0.02787924],"category_scores_gemma":[0.001718938,0.0004821192,0.0008669751,0.003817131,0.001564703,0.004460767,0.001622447,0.001399565,0.01677722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001826676,"about_ca_system_score_gemma":0.001688661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003298515,"about_ca_topic_score_gemma":0.003330699,"domain_scores_codex":[0.9992577,0.00009319143,0.00003850248,0.0001590653,0.000384395,0.00006706689],"domain_scores_gemma":[0.9996706,0.0001408327,0.00001253932,0.00007888038,0.00007434136,0.00002280177],"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":[0.00005389371,0.00004819906,0.0001622342,0.0002621209,0.00002242758,0.00008802208,0.000226348,0.00258227,0.00201584,0.4654844,0.07820606,0.4508483],"study_design_scores_gemma":[0.00001678624,0.00003253216,0.0002446681,0.0001630867,0.00002918991,0.0004355715,0.0001482513,0.01869651,0.003406926,0.3931277,0.583665,0.00003386376],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005530131,0.01883085,0.3832224,0.003298271,0.001581223,0.0002589424,0.0005394056,0.002360061,0.5843788],"genre_scores_gemma":[0.1045428,0.0241381,0.1865657,0.001079133,0.001306442,0.0002715403,0.001919398,0.0009370607,0.6792398],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02787924,"threshold_uncertainty_score":0.09326535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183459482589367,"score_gpt":0.2130401385600233,"score_spread":0.2012055437341296,"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."}}