{"id":"W4404083648","doi":"10.1016/j.soilbio.2024.109645","title":"How to produce an effective manuscript: Further perspectives from the Editors-in-Chief of Soil Biology and Biochemistry","year":2024,"lang":"en","type":"article","venue":"Soil Biology and Biochemistry","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Editor in chief; Library science; Engineering ethics; Biology; Computational biology; Engineering; Computer science; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.0003978409,0.0002247422,0.0002531037,0.00004594221,0.000165096,0.0001878048,0.0002288742,0.0003404322,0.00003989497],"category_scores_gemma":[0.0002950684,0.0001506747,0.00005130214,0.00006103453,0.0009706779,0.000122657,0.0001333589,0.0005054961,0.000001954676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002494407,"about_ca_system_score_gemma":0.00004814297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007259856,"about_ca_topic_score_gemma":0.0001235613,"domain_scores_codex":[0.9987409,0.00009733455,0.0001817037,0.0006484622,0.0000565482,0.0002750682],"domain_scores_gemma":[0.9992326,0.0003287517,0.00006289459,0.0002263704,0.0000716098,0.00007771859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002379329,0.0001883041,0.02584916,0.0005641279,0.0003942021,0.00001441922,0.09802427,7.19821e-7,0.8042216,0.009247028,0.03436101,0.02689722],"study_design_scores_gemma":[0.001177881,0.000626213,0.007767522,0.0009838399,0.0002105591,0.0000559983,0.2010832,0.0001164915,0.6122743,0.0254536,0.1487615,0.001488884],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9720924,0.01316717,0.000003645501,0.01142315,0.0007787231,0.0001249628,0.0003272378,0.00006185683,0.002020815],"genre_scores_gemma":[0.9882545,0.0001268295,0.0000199418,0.0001868614,0.01025243,0.00003290684,0.000100279,0.00001541364,0.001010787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1919472,"threshold_uncertainty_score":0.6144336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017127274326601,"score_gpt":0.2388567883587026,"score_spread":0.2286855156154366,"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."}}