{"id":"W4411617963","doi":"10.51847/2lybtjlmml","title":"10.51847/2LyBtjLMml","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Software Engineering Research","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Estimation; Software; Reliability engineering; Engineering; Systems engineering; Operating system","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007077621,0.001362703,0.0006508621,0.002119395,0.0009303822,0.003066226,0.001028408,0.002970653,0.9260072],"category_scores_gemma":[0.00133355,0.0004007749,0.0004942354,0.00203799,0.0007701981,0.001873292,0.001691361,0.001232983,0.9293292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001047967,"about_ca_system_score_gemma":0.0005173711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003528409,"about_ca_topic_score_gemma":0.002886821,"domain_scores_codex":[0.9994465,0.00007927971,0.00004232777,0.0001729809,0.000168568,0.00009037041],"domain_scores_gemma":[0.9990238,0.0002655287,0.00005705297,0.0001717308,0.0003249096,0.0001570387],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003442512,0.0002813118,0.001918482,0.000436013,0.00002631399,0.0004244461,0.0001229144,0.001082965,0.009013134,0.006869372,0.198922,0.7805588],"study_design_scores_gemma":[0.00007884493,0.0001138939,0.001918317,0.000251254,0.00001903493,0.0005436104,0.0001768228,0.004098966,0.002943245,0.001907108,0.9879154,0.000033537],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007249802,0.001109185,0.01618053,0.001998462,0.001182975,0.0002003025,0.002254831,0.005429113,0.9643947],"genre_scores_gemma":[0.01247721,0.0003977,0.005055784,0.0004410732,0.0001112367,0.00009747899,0.001600194,0.000591366,0.979228],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07399285,"threshold_uncertainty_score":0.1055418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00814562802463771,"score_gpt":0.2030529440586254,"score_spread":0.1949073160339877,"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."}}