{"id":"W7113092518","doi":"","title":"Africa: Implementing the Kunming-Montreal Global Biodiversity Framework through Communications and Public Awareness (Abstract and Outline)","year":2024,"lang":"","type":"other","venue":"OSF Preprints (OSF Preprints)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Biodiversity; Context (archaeology); Government (linguistics); Work (physics)","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":[],"consensus_categories":[],"category_scores_codex":[0.005450882,0.0006862381,0.0002177233,0.001068787,0.002673642,0.004721171,0.001412855,0.002616982,0.01515678],"category_scores_gemma":[0.007295667,0.0002584092,0.0003605586,0.001075396,0.002513611,0.004559333,0.006327275,0.001836818,0.0009556758],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007920589,"about_ca_system_score_gemma":0.0360737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1013334,"about_ca_topic_score_gemma":0.1130762,"domain_scores_codex":[0.9977763,0.0006507502,0.00004978004,0.000153785,0.0004257754,0.0009434713],"domain_scores_gemma":[0.9982477,0.0004429775,0.0001308346,0.0001750892,0.0003627458,0.0006407275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009859544,0.0001811114,0.003846775,0.000736779,0.00003135077,0.0008833603,0.00480726,0.004475636,0.002401785,0.7754953,0.06158585,0.1454562],"study_design_scores_gemma":[0.00008754669,0.0001799289,0.0170816,0.001462555,0.00004904718,0.0003457081,0.00749748,0.003048679,0.003986093,0.130803,0.8353765,0.00008182466],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"protocol","genre_scores_codex":[0.06806895,0.005728106,0.04692756,0.09754615,0.001390608,0.002194611,0.001812476,0.0008520839,0.7754793],"genre_scores_gemma":[0.8067932,0.00414138,0.07323527,0.008959859,0.0002454478,0.001426497,0.0008425823,0.0003182974,0.1040375],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.1013334,"threshold_uncertainty_score":0.2014871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05216962930959973,"score_gpt":0.3154744209273524,"score_spread":0.2633047916177527,"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."}}