{"id":"W4411178263","doi":"10.1080/11956860.2025.2504274","title":"Cover","year":2025,"lang":"en","type":"article","venue":"Ecoscience","topic":"Tree Root and Stability Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geography; Environmental science; Ecology; Geology; Biology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001007069,0.0006192813,0.0005313233,0.001027889,0.001538323,0.00187117,0.000664403,0.0008702571,0.9065861],"category_scores_gemma":[0.000721688,0.0002323492,0.0003818235,0.0009391709,0.0003124826,0.001215551,0.001575106,0.001150448,0.7636192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005491148,"about_ca_system_score_gemma":0.0003444021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003620832,"about_ca_topic_score_gemma":0.01109789,"domain_scores_codex":[0.9998617,0.000009333054,0.00000423287,0.00003006346,0.00006903431,0.0000255971],"domain_scores_gemma":[0.9995939,0.00005830445,0.0000140205,0.000054145,0.0001839283,0.00009562836],"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":[0.00001740535,0.000009720539,0.00004681959,0.00003910356,6.375666e-7,0.00002830507,0.00001977996,0.00002038895,0.0002762402,0.000813222,0.9781746,0.02055371],"study_design_scores_gemma":[0.000004120844,0.000005179517,0.0004289737,0.00002542075,6.203769e-7,0.0000344913,0.00004411248,0.00003131556,0.00007217978,0.0001601792,0.9991913,0.00000216971],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004453524,0.0003106229,0.0003059693,0.0006120458,0.001656624,0.0001004378,0.00341393,0.0008205416,0.9923344],"genre_scores_gemma":[0.001918912,0.0002185012,0.0001744626,0.0002998716,0.000356614,0.00002658792,0.00181525,0.0004908248,0.994699],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09341395,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004577807213336733,"score_gpt":0.2040419428957173,"score_spread":0.1994641356823805,"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."}}