{"id":"W4407358582","doi":"10.2139/ssrn.5133758","title":"Soil Moisture is a Main Driver of Growth Response of Coastal Douglas-Fir with High Spatial Variability","year":2025,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Aeolian processes and effects","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Douglas fir; Environmental science; Spatial variability; Moisture; Soil science; Geography; Forestry; Meteorology; 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":[0.0001918388,0.0002039611,0.0001645488,0.0002236175,0.0001392623,0.0003502005,0.0001386076,0.0002146285,0.001793458],"category_scores_gemma":[0.0004655491,0.0001241378,0.0002920303,0.0002735792,0.0001316782,0.0001940573,0.0002125249,0.0001907928,0.0003375273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001793639,"about_ca_system_score_gemma":0.000167211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008122289,"about_ca_topic_score_gemma":0.008121117,"domain_scores_codex":[0.9999166,0.000008592491,0.000003651631,0.00004474471,0.00000685795,0.00001947073],"domain_scores_gemma":[0.9996368,0.0001107945,0.00007859103,0.00004299494,0.00006211871,0.00006872498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002839321,0.00006443945,0.8664052,0.00005407344,0.0001625427,0.0002291174,0.0001473105,0.002734399,0.1191401,0.000189699,0.0006827209,0.009906526],"study_design_scores_gemma":[0.000001410852,0.00001165355,0.9978873,0.000001457762,0.0000130008,0.00003652088,0.00004535502,0.001209046,0.0006130109,0.00003771937,0.00014113,0.000002500636],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987685,0.00009957173,0.0002995424,0.00003807106,0.000006078081,0.000001007213,0.0003379697,0.00001907043,0.0004301997],"genre_scores_gemma":[0.999384,0.00002293111,0.00005694024,0.00001040314,0.00000371853,7.443829e-7,0.0002222417,0.000006265849,0.0002927201],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008122289,"threshold_uncertainty_score":0.01615006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003365931203529994,"score_gpt":0.1937085991002907,"score_spread":0.1903426678967607,"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."}}