{"id":"W2478227999","doi":"10.1007/978-3-319-26979-5","title":"Advances in Services Computing","year":2015,"lang":"en","type":"book","venue":"Lecture notes in computer science","topic":"Service-Oriented Architecture and Web Services","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Computer science; Library science; Operations research; Engineering","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":[0.0008523116,0.001141104,0.001118988,0.001870226,0.0007077162,0.003774847,0.000914171,0.001073921,0.02132004],"category_scores_gemma":[0.001600816,0.0004475295,0.0006296326,0.004618448,0.001248372,0.005397236,0.002088069,0.0027103,0.01160648],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001958944,"about_ca_system_score_gemma":0.001716549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001716493,"about_ca_topic_score_gemma":0.001965186,"domain_scores_codex":[0.9990937,0.0001237143,0.0000422538,0.0001063558,0.0005548723,0.00007914325],"domain_scores_gemma":[0.9994625,0.0001771921,0.00001676004,0.0001136428,0.0001525408,0.00007734921],"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":[0.0000329367,0.00004800711,0.0001149419,0.000512516,0.0000215548,0.00006403447,0.0002106221,0.001350384,0.001489798,0.3987351,0.1684393,0.4289809],"study_design_scores_gemma":[0.000006605566,0.00001695304,0.000149818,0.0001824115,0.00001024312,0.000136134,0.00008105687,0.003369782,0.0005697917,0.1307107,0.8647572,0.000009209958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004561309,0.2567886,0.156075,0.01612614,0.01693243,0.0001427068,0.0004702155,0.002318979,0.5465846],"genre_scores_gemma":[0.08244836,0.2839349,0.09032769,0.003883436,0.009919792,0.0002130537,0.001750551,0.001415355,0.5261069],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02132004,"threshold_uncertainty_score":0.07132268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008032848397151508,"score_gpt":0.2495259264289188,"score_spread":0.2414930780317673,"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."}}