{"id":"W2102546154","doi":"10.1109/icsm.2015.7332473","title":"Exploring API method parameter recommendations","year":2015,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Computer science; Java; Eclipse; Source code; Context (archaeology); Code (set theory); Property (philosophy); Programming language; Software engineering; Code generation; Operating system; Set (abstract data type)","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":[0.004927163,0.001505923,0.00152517,0.007764488,0.001046804,0.002659372,0.002240682,0.0018563,0.002280893],"category_scores_gemma":[0.04507986,0.0008525894,0.001192895,0.005440408,0.0004318134,0.004564772,0.001256457,0.001657806,0.00125891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009662537,"about_ca_system_score_gemma":0.001787631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01330077,"about_ca_topic_score_gemma":0.02801203,"domain_scores_codex":[0.9933038,0.001971885,0.0004118639,0.001643607,0.002352087,0.0003166753],"domain_scores_gemma":[0.9692415,0.02052179,0.002261913,0.00291911,0.004658327,0.0003973402],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0005069269,0.0007144882,0.1283492,0.00160051,0.0004520839,0.001089941,0.00542254,0.01366848,0.01861347,0.006125805,0.02416568,0.799291],"study_design_scores_gemma":[0.0001549476,0.0005502559,0.05363234,0.0005635365,0.0006587027,0.001848651,0.004706627,0.7755241,0.02939124,0.0160117,0.1166841,0.0002737595],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3788811,0.005802915,0.58231,0.001891789,0.0001326642,0.0005622241,0.0052643,0.01509631,0.0100587],"genre_scores_gemma":[0.4966489,0.001056829,0.4880836,0.0002594237,0.00008854177,0.0003069267,0.007981462,0.001361866,0.004212434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01330077,"threshold_uncertainty_score":0.0264467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3777004793955618,"score_gpt":0.3865519105402168,"score_spread":0.00885143114465492,"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."}}