{"id":"W4391436975","doi":"10.12692/ijb/23.5.24-39","title":"Monitoring the Diameter growth of irregular trunk trees in the Celtis forest in northern Republic of Congo","year":2023,"lang":"en","type":"article","venue":"International Journal of Biosciences (IJB)","topic":"Forest ecology and management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centre de Coopération Internationale en Recherche Agronomique pour le Développement; Agence Universitaire de la Francophonie","keywords":"Trunk; Native forest; Natural regeneration; Agroforestry; Forestry; Biology; Geography; Botany; Ecology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0001694587,0.0001628665,0.0001091912,0.0006789655,0.0002813066,0.000424622,0.0001857684,0.000142672,0.0003992941],"category_scores_gemma":[0.000331989,0.0000737978,0.0001185534,0.0008097339,0.0002083979,0.0003412225,0.000196455,0.000127744,0.00008441712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008734114,"about_ca_system_score_gemma":0.0002266426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07455684,"about_ca_topic_score_gemma":0.2535812,"domain_scores_codex":[0.9998769,0.00002573348,0.000007536039,0.00004296677,0.00001987262,0.00002699516],"domain_scores_gemma":[0.9998141,0.00003656315,0.00007077487,0.00001230453,0.00004448667,0.00002186534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006774025,0.00004161968,0.9680274,0.00005033135,0.00003377891,0.0004291337,0.001445553,0.001709218,0.007729457,0.0001254109,0.0003332532,0.02000703],"study_design_scores_gemma":[9.509556e-7,0.00001325136,0.9950773,0.00001487211,0.00001260169,0.00009342546,0.001380962,0.002108707,0.0004900195,0.00001349282,0.0007886691,0.000005743824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989231,0.00009264316,0.0001646474,0.0000148681,0.00000128785,0.000004041265,0.0002849194,0.000004710877,0.0005098421],"genre_scores_gemma":[0.9992404,0.00005882056,0.0002598155,0.000003846201,0.000001014176,0.000005079755,0.0002404047,0.000001317154,0.0001892954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07455684,"threshold_uncertainty_score":0.1482457,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385030261629662,"score_gpt":0.2514127122348283,"score_spread":0.2375624096185317,"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."}}