{"id":"W7046277855","doi":"","title":"A Comprehensive Evaluation of Capture-Recapture Models for Estimating Software Defect Content","year":2000,"lang":"en","type":"article","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Software; Content (measure theory); Quality (philosophy); Software 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":[],"consensus_categories":[],"category_scores_codex":[0.02908625,0.001391284,0.001749527,0.002797275,0.000779632,0.001658736,0.003119093,0.002293371,0.001415176],"category_scores_gemma":[0.04745859,0.0009185261,0.002182776,0.002110163,0.0006408121,0.002946845,0.001129442,0.0009107952,0.0005514283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001601216,"about_ca_system_score_gemma":0.001592421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03349601,"about_ca_topic_score_gemma":0.02337252,"domain_scores_codex":[0.9940661,0.003872394,0.0002836961,0.0008452469,0.0007621263,0.0001704687],"domain_scores_gemma":[0.899569,0.0914432,0.001549923,0.004238026,0.00283861,0.000361332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001095563,0.0003241473,0.03638105,0.0002880732,0.001727603,0.00009835838,0.0001254578,0.8456187,0.0006998464,0.002023618,0.002131256,0.1094863],"study_design_scores_gemma":[0.0000571019,0.0002325887,0.006591678,0.00002167096,0.0002146657,0.00007626961,0.00003897017,0.9908116,0.0005337449,0.00111039,0.0002794841,0.00003187925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5124433,0.003862976,0.4728333,0.0009905094,0.0001246114,0.0003240428,0.003475681,0.003295463,0.002650182],"genre_scores_gemma":[0.8483316,0.001037824,0.1417432,0.0002188668,0.0000711505,0.0001912301,0.005991461,0.0002945115,0.002120081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03349601,"threshold_uncertainty_score":0.1538246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06919563870413675,"score_gpt":0.3112665964574329,"score_spread":0.2420709577532962,"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."}}