{"id":"W7028704129","doi":"","title":"Field quality control: CCMC has a role to play","year":2002,"lang":"en","type":"article","venue":"NPARC","topic":"Viral Infectious Diseases and Gene Expression in Insects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Field (mathematics); Quality (philosophy); Production (economics); Field research","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":[0.0143744,0.0005983719,0.0005052622,0.001076214,0.002632345,0.00411094,0.002044669,0.002615255,0.01303949],"category_scores_gemma":[0.008349167,0.0002256363,0.0004472055,0.001175032,0.003059806,0.003047897,0.002179971,0.002610711,0.001355865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01302213,"about_ca_system_score_gemma":0.01229904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04228849,"about_ca_topic_score_gemma":0.04620998,"domain_scores_codex":[0.993839,0.001226758,0.0002758918,0.001340648,0.002266502,0.001051113],"domain_scores_gemma":[0.975611,0.003281413,0.002364083,0.003511492,0.01217621,0.003055788],"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":[0.001336643,0.0005894165,0.0611128,0.00130726,0.0001563011,0.0006657426,0.001864089,0.001703811,0.318503,0.07164737,0.04729092,0.4938227],"study_design_scores_gemma":[0.0001618304,0.001784749,0.1115147,0.0006145965,0.0001347783,0.001033072,0.004219005,0.002883321,0.1631959,0.009553822,0.7047101,0.0001942401],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5230153,0.02946593,0.0473439,0.134187,0.00269201,0.0006230697,0.001550726,0.001884056,0.2592379],"genre_scores_gemma":[0.9301711,0.002480063,0.01455302,0.007660168,0.0003061441,0.0001349359,0.0006892488,0.0002511512,0.04375418],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04228849,"threshold_uncertainty_score":0.0944826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01899530904275723,"score_gpt":0.2733212424814478,"score_spread":0.2543259334386906,"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."}}