{"id":"W7037025317","doi":"","title":"COTS-Based Software Systems","year":2003,"lang":"en","type":"article","venue":"NPARC","topic":"Botanical Studies and Applications","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[0.001664022,0.0006164405,0.0005459673,0.001008792,0.0005171329,0.001713078,0.001301659,0.0009121825,0.0293011],"category_scores_gemma":[0.008128768,0.0006871969,0.0005695552,0.001668065,0.0003756761,0.003369772,0.001120799,0.001228914,0.007296185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006673291,"about_ca_system_score_gemma":0.001002964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002736299,"about_ca_topic_score_gemma":0.00413492,"domain_scores_codex":[0.9986591,0.0002126772,0.0001467963,0.0002609461,0.0005662641,0.0001541061],"domain_scores_gemma":[0.992379,0.001223842,0.0003333491,0.003284942,0.002357086,0.0004217155],"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":[0.001148909,0.0004132538,0.007506748,0.001014959,0.0001489598,0.000439959,0.000574822,0.00543767,0.07941838,0.04403748,0.1102155,0.7496433],"study_design_scores_gemma":[0.0007750903,0.002190654,0.02612676,0.0009376925,0.0004557922,0.002526791,0.0004229467,0.1568244,0.1161758,0.03933787,0.6540206,0.0002056224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1669677,0.003156224,0.6563107,0.002331844,0.002299151,0.0007172446,0.00255496,0.06614143,0.09952072],"genre_scores_gemma":[0.5695764,0.001737403,0.2990488,0.0009298282,0.0004246718,0.00029263,0.006676457,0.006065407,0.1152484],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0293011,"threshold_uncertainty_score":0.09802198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02340250772494396,"score_gpt":0.2156911371549492,"score_spread":0.1922886294300052,"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."}}