{"id":"W4234229970","doi":"10.1007/978-1-4614-6170-8_110093","title":"Relationship Mining","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":"Computer science","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":[0.001922273,0.001500894,0.001075743,0.01077545,0.00145066,0.003241879,0.002765724,0.0009248459,0.05266188],"category_scores_gemma":[0.009563147,0.0005691045,0.002018061,0.009417232,0.0003667031,0.003472408,0.001861424,0.001429733,0.0432491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007762685,"about_ca_system_score_gemma":0.002476702,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003334367,"about_ca_topic_score_gemma":0.00527471,"domain_scores_codex":[0.9974021,0.0002800766,0.0002470232,0.0009294192,0.0009766949,0.0001647209],"domain_scores_gemma":[0.9974,0.0009176835,0.0002074593,0.0006435556,0.0007107687,0.0001204766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002023772,0.0003197024,0.006282461,0.0008047956,0.0001882625,0.0003232012,0.0001562261,0.001507105,0.005308435,0.01563004,0.1586803,0.8105971],"study_design_scores_gemma":[0.0001213736,0.0002652495,0.01554841,0.0007632162,0.0006174222,0.003136793,0.0007592481,0.07048076,0.03073134,0.05488624,0.8225743,0.000115642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.03345527,0.007006163,0.6161709,0.003551065,0.001513777,0.004140007,0.1246647,0.04260345,0.1668946],"genre_scores_gemma":[0.1055266,0.004227112,0.5991139,0.001219488,0.0005746024,0.001830723,0.1781041,0.001814127,0.1075892],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05266188,"threshold_uncertainty_score":0.1761715,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990453279729898,"score_gpt":0.2185693783618485,"score_spread":0.1986648455645495,"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."}}