{"id":"W7128508546","doi":"10.64903/1480-6800.20.2.252","title":"Variation in Plant Litter Decomposition Rates across Extreme Dry Environments in Qatar","year":2017,"lang":"","type":"article","venue":"Arab world geographer","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecosystem; Biomass (ecology); Litter; Mangrove; Plant litter; Nutrient cycle; Nutrient; Terrestrial ecosystem; Vegetation (pathology)","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":[0.0001911958,0.0001827053,0.0001799516,0.0004094664,0.0003378825,0.0003334018,0.0001633701,0.0001749592,0.0005604356],"category_scores_gemma":[0.0002309588,0.000114493,0.0001544747,0.0003371577,0.0002698592,0.0001653031,0.0002367871,0.0001279787,0.0001272924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005918268,"about_ca_system_score_gemma":0.0001834152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01979184,"about_ca_topic_score_gemma":0.0432085,"domain_scores_codex":[0.999909,0.00001904073,0.00000675307,0.00002806121,0.00001088664,0.00002615794],"domain_scores_gemma":[0.9998135,0.00002642762,0.00008614943,0.00001291434,0.00003200264,0.00002898815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005759583,0.00006574878,0.9329197,0.00004640812,0.0001424407,0.0003024095,0.00211765,0.0006197825,0.05391722,0.0000906892,0.0001798743,0.009022178],"study_design_scores_gemma":[0.000002124281,0.00004337268,0.9991596,0.00000177523,0.000007282399,0.00004542151,0.0001993034,0.0001767183,0.0002777535,0.000009632837,0.00007510806,0.000001935071],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997957,0.00002794685,0.00004122879,0.000004165541,3.81333e-7,0.000001103227,0.00005668926,0.000001229625,0.00007154203],"genre_scores_gemma":[0.9996407,0.00001921689,0.00008838799,0.000009149831,5.814853e-7,0.000002002134,0.0001301279,7.204324e-7,0.0001090476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01979184,"threshold_uncertainty_score":0.03935325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01251386608629675,"score_gpt":0.2485673179185794,"score_spread":0.2360534518322827,"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."}}