{"id":"W1986794977","doi":"10.1002/smr.1655","title":"Guest editorial for the special issue on source code analysis and manipulation, SCAM 2012","year":2014,"lang":"en","type":"editorial","venue":"Journal of Software Evolution and Process","topic":"Software Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Beijing; Citation; Library science; Queen (butterfly); Computer science; World Wide Web; China; History","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":[0.006278391,0.002951322,0.003299395,0.004784815,0.002660524,0.008709515,0.002571839,0.009283408,0.02094632],"category_scores_gemma":[0.02859566,0.001121108,0.002392085,0.001848042,0.001947734,0.003815832,0.001685704,0.01258758,0.01215237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002411632,"about_ca_system_score_gemma":0.003591361,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001439982,"about_ca_topic_score_gemma":0.004876783,"domain_scores_codex":[0.9949588,0.0005319772,0.0005835757,0.000734173,0.002834183,0.0003573749],"domain_scores_gemma":[0.9773662,0.006196003,0.001663605,0.0006237096,0.01114218,0.003008209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003042243,0.00001103842,0.00002236266,0.00009754993,0.00001256634,0.00006693047,0.000004401545,0.00002037483,0.00006831835,0.0001526317,0.9952054,0.004308111],"study_design_scores_gemma":[0.00009136277,0.00004940954,0.0005720445,0.000340673,0.00007516587,0.0002969227,0.00002751556,0.000299673,0.0002207559,0.001315288,0.9966898,0.00002116965],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00004089206,0.003162103,0.0002210022,0.01780481,0.9774628,0.0000125579,0.00005802773,0.00006922792,0.001168665],"genre_scores_gemma":[0.0003682444,0.002499775,0.0001819532,0.007884338,0.9784247,0.0000169942,0.00005945728,0.000069728,0.01049473],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.02094632,"threshold_uncertainty_score":0.07007241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009387677899137272,"score_gpt":0.281989945536844,"score_spread":0.2726022676377068,"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."}}