{"id":"W2514099307","doi":"10.1109/icws.2016.25","title":"What Do Client Developers Concern When Using Web APIs? An Empirical Study on Developer Forums and Stack Overflow","year":2016,"lang":"en","type":"article","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":42,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Computer science; World Wide Web; Web service; Web API; Web application security; Web modeling; Mashup; Web development; Latent Dirichlet allocation; Popularity; Web application; Web standards; Topic model; Information retrieval","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0174163,0.0004093058,0.0004693904,0.002943434,0.002012165,0.002891808,0.0008938689,0.001420447,0.001190019],"category_scores_gemma":[0.1112386,0.0005074264,0.0004254545,0.002931559,0.001749926,0.006010457,0.002111458,0.001950276,0.0003098847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00165463,"about_ca_system_score_gemma":0.001418651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005185673,"about_ca_topic_score_gemma":0.00707187,"domain_scores_codex":[0.9895536,0.005802975,0.0009875523,0.0009421799,0.001908151,0.0008055349],"domain_scores_gemma":[0.7132162,0.2300613,0.03523239,0.003978412,0.01289652,0.004615131],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001956949,0.0003929261,0.8042625,0.0002465207,0.00004860034,0.0004700347,0.1612118,0.0002273782,0.001056959,0.0008256978,0.001535079,0.02952691],"study_design_scores_gemma":[0.0000342727,0.0002952716,0.7733263,0.0002926191,0.00006700806,0.0006025448,0.2103536,0.005338809,0.001010693,0.0007898939,0.007818086,0.00007089283],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980022,0.0001729525,0.0005345895,0.0002795024,0.000005837091,0.00004047303,0.00005879907,0.00001000993,0.0008956196],"genre_scores_gemma":[0.9983847,0.0002063796,0.0007141916,0.00008741396,0.00001706039,0.00009210996,0.0001395231,0.0000142299,0.0003443868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9825837,"threshold_uncertainty_score":0.0921073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0892087723956149,"score_gpt":0.3559306419840582,"score_spread":0.2667218695884433,"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."}}