{"id":"W4248072107","doi":"10.1007/978-1-4939-7131-2_101064","title":"Service Search and Selection","year":2018,"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); Computer science; Service (business); 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":[0.0006429967,0.001119274,0.0009973908,0.002527132,0.001172401,0.003862074,0.001172825,0.001208202,0.02878715],"category_scores_gemma":[0.001911754,0.0004897479,0.0009022712,0.004011027,0.001575178,0.00475146,0.001690442,0.001528687,0.01777397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878254,"about_ca_system_score_gemma":0.001718622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003075785,"about_ca_topic_score_gemma":0.003050471,"domain_scores_codex":[0.9992417,0.00009686883,0.00003867261,0.0001646924,0.0003877001,0.00007025194],"domain_scores_gemma":[0.9996312,0.0001570617,0.00001368772,0.00009084702,0.00008137769,0.00002583958],"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":[0.00005741616,0.00005198538,0.0001675745,0.0002856179,0.00002418382,0.00008592972,0.0002305937,0.002614448,0.001981007,0.4831608,0.08369519,0.4276452],"study_design_scores_gemma":[0.00001685827,0.00003246376,0.0002363723,0.0001611015,0.00003045346,0.000396662,0.0001462213,0.01796647,0.003066566,0.3968497,0.5810652,0.00003189088],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.005838079,0.02055911,0.362429,0.003817083,0.001902895,0.0002503297,0.000569437,0.002483893,0.6021503],"genre_scores_gemma":[0.1095909,0.02574784,0.1760329,0.001199835,0.001543453,0.0002706262,0.002052702,0.001011258,0.6825505],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02878715,"threshold_uncertainty_score":0.09630257,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507234126467021,"score_gpt":0.2258197975638231,"score_spread":0.2107474562991529,"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."}}