{"id":"W4252760347","doi":"10.1109/cseet.2014.6816771","title":"Contents","year":2014,"lang":"en","type":"paratext","venue":"","topic":"Software Engineering Techniques and Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001189751,0.0001465595,0.0001770065,0.00007330046,0.00002673365,0.0001825333,0.001140291,0.0001673498,0.0009013928],"category_scores_gemma":[0.00004139456,0.0001215107,0.00005793703,0.00009226498,0.000007268346,0.0001858847,0.0002346481,0.0002207489,0.01369496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001495364,"about_ca_system_score_gemma":0.0000181329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004398713,"about_ca_topic_score_gemma":4.828154e-7,"domain_scores_codex":[0.9992846,0.00002597091,0.0001232764,0.000264538,0.0001459741,0.0001556491],"domain_scores_gemma":[0.999021,0.0001647821,0.00008070792,0.0006394807,0.00004259828,0.00005146285],"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":[2.515094e-7,0.000004092121,7.205179e-7,0.00001617476,0.000008995791,0.000001323678,0.0000055045,0.0000108796,0.000003030813,0.008016126,0.9827768,0.009156081],"study_design_scores_gemma":[0.00003304885,0.00002933574,0.00000414538,0.00002645074,0.00000215486,0.000007327462,1.464017e-7,0.002256366,0.0002256123,0.0002202522,0.9970267,0.0001683932],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"other","genre_scores_codex":[6.054326e-7,0.0002607919,0.6954298,0.0002250565,0.002233055,0.00005141276,0.000001211559,0.000406663,0.3013914],"genre_scores_gemma":[0.001407783,0.0002987239,0.312036,0.001144606,0.000366632,0.00002767279,0.00001754984,0.00002320439,0.6846778],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.3833937,"threshold_uncertainty_score":0.987073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0243816922395177,"score_gpt":0.2772811746749959,"score_spread":0.2528994824354782,"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."}}