{"id":"W4231164056","doi":"10.1002/9780470057339.vam017.pub2","title":"Meta‐Analysis","year":2012,"lang":"en","type":"other","venue":"Encyclopedia of Environmetrics","topic":"Soil and Water Nutrient Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Computer science; Management science; Meta-analysis; Limiting; Section (typography); Interpretation (philosophy); Data science; Engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002228041,0.0004039325,0.001073992,0.0007888987,0.00002851201,0.000006836461,0.0005186283,0.0003968585,0.061031],"category_scores_gemma":[0.00002716833,0.0003347663,0.001006617,0.002170356,0.000260024,0.00007619974,0.0003764755,0.0002177352,0.001580919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000630019,"about_ca_system_score_gemma":0.000003798432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009648912,"about_ca_topic_score_gemma":0.00004263229,"domain_scores_codex":[0.997991,0.00006473425,0.0003751804,0.0004716543,0.0006720558,0.0004253725],"domain_scores_gemma":[0.9984496,0.0001040179,0.0004414821,0.0008057356,0.000001821532,0.0001973645],"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":[0.000004049426,0.0004025417,0.3654608,0.00003691952,0.06223528,0.000007834838,0.0001002236,0.0005244137,7.118459e-7,0.00004237944,0.5691707,0.002014058],"study_design_scores_gemma":[0.00007643822,0.00001745697,0.003904752,0.000001011009,0.1214127,6.138159e-7,0.000003759385,0.00002552016,0.000002835588,0.0001289248,0.8740913,0.0003347124],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001108378,0.00658142,0.001314899,0.00003093247,0.0002807684,0.0002119143,0.0001699011,0.00008208107,0.9912173],"genre_scores_gemma":[0.000930648,0.008954823,0.006752348,0.0001146608,0.0001860456,0.0000330495,0.0001540536,0.0003655414,0.9825088],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3615561,"threshold_uncertainty_score":0.9999104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02130030878629968,"score_gpt":0.2196566481451303,"score_spread":0.1983563393588306,"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."}}