{"id":"W2395791174","doi":"10.1145/2889160.2889244","title":"CoRReCT","year":2016,"lang":"en","type":"preprint","venue":"","topic":"Software Engineering Research","field":"Computer Science","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","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":[],"consensus_categories":[],"category_scores_codex":[0.0002106771,0.0001205837,0.0001223553,0.0001217004,0.00001750485,0.0001537851,0.001919675,0.000120614,0.00009054074],"category_scores_gemma":[0.0003875993,0.00008496045,0.00006166969,0.0000900162,0.00001521306,0.00007208121,0.003313561,0.0003027489,0.0007152754],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007026689,"about_ca_system_score_gemma":0.0001488462,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001279759,"about_ca_topic_score_gemma":5.986601e-7,"domain_scores_codex":[0.9989152,0.00002162949,0.00009814717,0.0004188005,0.0003022719,0.0002439625],"domain_scores_gemma":[0.9981022,0.0005245483,0.00002148786,0.001198296,0.00006788572,0.00008556376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000004351376,0.00008338972,0.01576655,0.0002880758,0.0001474256,0.0001953317,0.0004544142,0.0007994591,0.0005828696,0.1426123,0.3288777,0.5101882],"study_design_scores_gemma":[0.001777988,0.0003345762,0.09787409,0.001984539,0.00002167508,0.0001922356,0.000009267664,0.1858408,0.05092319,0.3898366,0.2652133,0.005991774],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.0007685825,0.00008857853,0.9843535,0.0008312644,0.002239812,0.0001070647,0.000001522554,0.001117195,0.01049247],"genre_scores_gemma":[0.8278552,0.00003981833,0.1465204,0.0001962385,0.0005020308,0.0001075866,0.000002771313,0.00003990803,0.02473604],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.8378331,"threshold_uncertainty_score":0.9193656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02493018398683174,"score_gpt":0.283350762425122,"score_spread":0.2584205784382902,"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."}}