{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004185854,0.001128808,0.0006265153,0.003146404,0.002388586,0.005414811,0.002265687,0.001740429,0.4467098],"category_scores_gemma":[0.008280133,0.0004806295,0.001007795,0.003169127,0.0005486876,0.003375323,0.002986295,0.001737776,0.3396166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00269746,"about_ca_system_score_gemma":0.006623216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009759201,"about_ca_topic_score_gemma":0.008224748,"domain_scores_codex":[0.9964969,0.000475244,0.0002455197,0.0006449147,0.001795632,0.000341754],"domain_scores_gemma":[0.9944679,0.0004998323,0.0001674606,0.0008237601,0.003572275,0.0004687301],"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":[0.0001250003,0.0001051119,0.001403013,0.0003535228,0.00001662893,0.0001422906,0.0002623941,0.0002907942,0.001027828,0.01368162,0.8038626,0.1787291],"study_design_scores_gemma":[0.000008829046,0.00002446925,0.0007465699,0.00009333674,0.000006498308,0.00007572268,0.0001323147,0.00008542847,0.0004259507,0.001329411,0.9970643,0.00000722111],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003832664,0.002883021,0.01852834,0.008611314,0.007379438,0.001740101,0.0572806,0.004090893,0.8956538],"genre_scores_gemma":[0.01861035,0.003629498,0.01937935,0.003008486,0.001014157,0.00145096,0.07559726,0.001741681,0.8755683],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5532901,"threshold_uncertainty_score":0.7892013,"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."}}