{"id":"W7117673241","doi":"10.18280/ijdne.201103","title":"Population-Specific Nonlinear Models for Predicting Height and Diameter Growth of Ficus variegata Blume Plantations in Indonesia","year":2025,"lang":"","type":"article","venue":"International Journal of Design & Nature and Ecodynamics","topic":"Phytochemistry and biological activities of Ficus species","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Ficus; Nonlinear system; Nonlinear model; Nonlinear regression; Growth model","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":[0.0006978037,0.0004032674,0.0004283675,0.0003975555,0.0003831853,0.0006077257,0.001063173,0.0005661932,0.0006813928],"category_scores_gemma":[0.001506911,0.0003420353,0.0006372581,0.000303228,0.0004075216,0.0005204878,0.0004076429,0.0006447263,0.0001513177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001644827,"about_ca_system_score_gemma":0.0006818995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07108578,"about_ca_topic_score_gemma":0.05460593,"domain_scores_codex":[0.9998482,0.00004916234,0.000007792957,0.00005387036,0.000009743519,0.00003119178],"domain_scores_gemma":[0.9991481,0.000590257,0.00008322629,0.00004006569,0.00008692495,0.00005133431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006163276,0.00007646511,0.04794787,0.00001435751,0.00004857397,0.00006812594,0.00007489567,0.947041,0.0004676825,0.0005888838,0.000134182,0.003476322],"study_design_scores_gemma":[0.000002098614,0.000009094629,0.006526008,0.000001051217,0.000006759122,0.00000705811,0.00002915031,0.9931701,0.00005970172,0.0001528545,0.00003188157,0.000004236492],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936332,0.0000529186,0.005531282,0.00005714629,0.000005529353,0.000007512343,0.0001307747,0.0000260277,0.0005556612],"genre_scores_gemma":[0.9983979,0.00002229019,0.0008479892,0.00000519911,0.000001656702,0.00001055463,0.0001195445,0.000005182867,0.0005897531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07108578,"threshold_uncertainty_score":0.141344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01676923928122995,"score_gpt":0.2423206066540306,"score_spread":0.2255513673728007,"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."}}