{"id":"W1527992236","doi":"10.1002/9780470870709.ch5","title":"Testing a Covariate","year":2006,"lang":"en","type":"other","venue":"","topic":"Sensory Analysis and Statistical Methods","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Covariate; Statistics; Computer science; Mathematics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009629992,0.0001158431,0.0001979448,0.000008262417,0.00003622031,0.00003076185,0.00009660239,0.0001290247,0.01098655],"category_scores_gemma":[0.0001195904,0.00003063436,0.00005854322,0.000218496,0.00002183259,0.000004807046,0.00001907993,0.00006503218,0.0001484141],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003548271,"about_ca_system_score_gemma":0.000001422397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004635429,"about_ca_topic_score_gemma":0.002193411,"domain_scores_codex":[0.9993658,0.00007228606,0.0001125186,0.0002089436,0.00009909756,0.0001413436],"domain_scores_gemma":[0.9994718,0.0003720255,0.0000693576,0.00003079806,0.00001467933,0.00004128129],"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":[8.474933e-7,0.00002275458,0.0002462321,0.000003802327,0.00001699232,0.00000836967,2.871566e-7,3.145217e-7,0.004407005,0.002567181,0.799853,0.1928732],"study_design_scores_gemma":[0.00001902566,0.00002884247,0.006569477,0.00001775385,0.00002527479,0.000001246535,0.00000307096,0.00009243777,0.00001657313,0.001101725,0.9919699,0.0001546141],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005858388,0.00007056431,0.0004196005,0.00006275334,0.00005411578,0.00005364229,0.0000670306,0.0001913518,0.9990224],"genre_scores_gemma":[0.00033081,0.000002094055,0.03672102,0.0001554546,0.0005905914,0.000003137683,0.00007232196,0.000004491919,0.9621201],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1927186,"threshold_uncertainty_score":0.9899175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09957874235041529,"score_gpt":0.295282401919731,"score_spread":0.1957036595693157,"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."}}