{"id":"W7092303945","doi":"10.6084/m9.figshare.30135625.v1","title":"Technical Report","year":2025,"lang":"","type":"other","venue":"Figshare","topic":"Environmental Conservation and Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Convention on Biological Diversity; Headline; Sustainable development; Global biodiversity; Biodiversity conservation; Extinction (optical mineralogy); Protected area","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00008054999,0.0004607992,0.0003323588,0.000102726,0.0001422632,0.00008520778,0.0007549442,0.0004518455,0.9967062],"category_scores_gemma":[0.0005227975,0.0004902419,0.0002159247,0.0002182986,0.00005181732,0.0001030441,0.001913885,0.0003849438,0.2640674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004820593,"about_ca_system_score_gemma":0.00005497279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008285979,"about_ca_topic_score_gemma":0.0001965967,"domain_scores_codex":[0.997377,0.00005375205,0.0005113331,0.001042094,0.0006005004,0.000415266],"domain_scores_gemma":[0.9982783,0.00005692277,0.000377302,0.001106909,0.000006016156,0.0001745337],"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":[0.000004847752,0.0001149242,0.00006157826,0.0001391012,0.00002094916,0.0003498578,0.000005190856,0.000009347586,0.0000359696,0.00003784979,0.9900348,0.009185547],"study_design_scores_gemma":[0.000198259,0.00003690146,0.006101708,0.001883964,0.0000360958,0.00002768705,0.000009454579,0.00002897797,0.00005600206,0.00006133398,0.9910839,0.0004756689],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[2.537014e-7,0.0001895089,0.00003793888,0.00140883,0.0001662701,0.0009419042,0.09742937,0.0001325419,0.8996934],"genre_scores_gemma":[0.0001060698,0.00003487895,0.0009808759,0.006467027,0.00009023877,0.0004032556,0.09902054,0.000107383,0.8927897],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7326389,"threshold_uncertainty_score":0.9997549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02260742113533356,"score_gpt":0.2490102997158849,"score_spread":0.2264028785805513,"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."}}