{"id":"W4367022709","doi":"10.2139/ssrn.4428878","title":"Forest Stand and Soil Types Determine Carbon Storage in the Middle Atlas Region of Morocco","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Oil Palm Production and Sustainability","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Atlas (anatomy); Environmental science; Agroforestry; Forestry; Carbon fibers; Soil carbon; Geography; Soil science; Soil water; Geology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001763191,0.0002066251,0.0001858623,0.0006068407,0.0003346785,0.0004198118,0.0002303343,0.0001641127,0.001117618],"category_scores_gemma":[0.0003612214,0.0001020401,0.000189129,0.0006710786,0.0002941293,0.0002069001,0.0003496944,0.00009237708,0.0001878155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001058199,"about_ca_system_score_gemma":0.0004742804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1683939,"about_ca_topic_score_gemma":0.2214601,"domain_scores_codex":[0.9998974,0.0000239492,0.000005392803,0.0000196994,0.000007886536,0.00004579841],"domain_scores_gemma":[0.9998454,0.00003885821,0.00005306205,0.000008775261,0.000024988,0.00002887727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001425491,0.00002037585,0.9901323,0.00002819122,0.00008322249,0.000389684,0.001402045,0.0003070823,0.001895977,0.0002727639,0.0003052161,0.005020563],"study_design_scores_gemma":[0.0000021265,0.000008818352,0.998567,0.000006564403,0.0000120397,0.00004086231,0.0008176144,0.0001761175,0.00006599192,0.00002816074,0.0002726268,0.000002188849],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993284,0.0001118128,0.00001250942,0.00004045475,0.000001729454,8.426967e-7,0.0001599563,9.903708e-7,0.0003431698],"genre_scores_gemma":[0.9997372,0.00003965405,0.00001632823,0.00000595537,0.000002251226,9.857951e-7,0.00007727977,5.357237e-7,0.0001198575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1683939,"threshold_uncertainty_score":0.3348274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0201891306842758,"score_gpt":0.2338840979711519,"score_spread":0.2136949672868761,"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."}}