{"id":"W7099770261","doi":"","title":"Prepared by:","year":2009,"lang":"en","type":"article","venue":"","topic":"SAS software applications and methods","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005031274,0.0003525045,0.0004063015,0.000759071,0.002059943,0.002902889,0.0005864366,0.001183547,0.3408571],"category_scores_gemma":[0.002571596,0.0001696644,0.0003191793,0.0005881853,0.0004342274,0.0005173847,0.0009837671,0.001211282,0.06558844],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004732224,"about_ca_system_score_gemma":0.015665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2995643,"about_ca_topic_score_gemma":0.5617037,"domain_scores_codex":[0.9996063,0.00001668106,0.00001430897,0.00005079379,0.0002267279,0.00008512252],"domain_scores_gemma":[0.9976416,0.0001134703,0.00003615885,0.00006992125,0.001776648,0.0003622656],"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":[0.0000426827,0.00001018049,0.000424049,0.00005386262,0.000003494803,0.00009597318,0.00007589939,0.00005442218,0.000346927,0.001119997,0.9830425,0.01473002],"study_design_scores_gemma":[0.00001324058,0.00001203996,0.002493379,0.00004255768,0.000006725247,0.00002136438,0.0002320456,0.00005392544,0.0003553588,0.0001674621,0.996595,0.000007060445],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0124459,0.002188932,0.001003204,0.04991549,0.04591186,0.0009281707,0.02098485,0.001592931,0.8650286],"genre_scores_gemma":[0.01059658,0.0005941156,0.0004448642,0.001905291,0.0005786014,0.00003529023,0.001506549,0.0001818966,0.9841568],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6591429,"threshold_uncertainty_score":0.9401873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004890995230697821,"score_gpt":0.2377832600344091,"score_spread":0.2328922648037113,"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."}}