{"id":"W3157946160","doi":"10.1016/j.scitotenv.2021.147312","title":"Hydrological contraction patterns and duration of drying period shape microbial-mediated litter decomposition","year":2021,"lang":"en","type":"article","venue":"The Science of The Total Environment","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Allison University","funders":"","keywords":"Microcosm; Respiration; Plant litter; Animal science; Biology; Ecology; Botany; Nutrient","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002109543,0.0001210932,0.0003144662,0.0003003021,0.0001742769,0.0005416767,0.0002049917,0.0003091363,0.002039517],"category_scores_gemma":[0.000988377,0.0002369997,0.0002520983,0.0002069193,0.0002765268,0.0004077587,0.0003641121,0.0002992025,0.0002773384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001615959,"about_ca_system_score_gemma":0.0001627159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001539807,"about_ca_topic_score_gemma":0.003931168,"domain_scores_codex":[0.9999081,0.00001958426,0.000007366683,0.00003361271,0.000008906924,0.00002238829],"domain_scores_gemma":[0.9995214,0.0001576398,0.0001242167,0.00004926997,0.00003387118,0.0001136495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001524108,0.0002454236,0.6092494,0.00009384884,0.0002231155,0.0001331408,0.000425274,0.0009855448,0.3687562,0.0002261162,0.0004382879,0.01769967],"study_design_scores_gemma":[0.000004796048,0.00003582255,0.9981913,0.000001402836,0.0000123215,0.00002910153,0.00005589341,0.0006887762,0.0008266252,0.00004094467,0.0001095714,0.000003320779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990754,0.0000880407,0.0003366176,0.00001400506,0.000003553794,0.000003141696,0.0001001659,0.00001095655,0.0003681925],"genre_scores_gemma":[0.9994618,0.00002899012,0.0001432988,0.00001715804,0.000004250534,0.000003463188,0.0001233928,0.00001089578,0.0002067321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002039517,"threshold_uncertainty_score":0.006822884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007399852374962443,"score_gpt":0.1870365651727067,"score_spread":0.1796367127977443,"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."}}