{"id":"W4408483188","doi":"10.5194/egusphere-egu25-21793","title":"Addressing the Multidimensional Impacts of Climate Change through Effective Capacity Development, Research Leadership, Strategic Networking, and Partnerships – The case of the One Planet Fellowship","year":2025,"lang":"en","type":"preprint","venue":"","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Planet; Climate change; Business; Strategic leadership; Leadership development; Environmental resource management; Public relations; Strategic planning; Political science; Marketing; Economics; Physics; Oceanography","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":[0.02902793,0.001211106,0.0006738025,0.002221977,0.01222393,0.02142855,0.003708584,0.01249327,0.01557236],"category_scores_gemma":[0.02924,0.0006014675,0.0008974693,0.002327526,0.02072363,0.02663858,0.04421109,0.0136697,0.002701533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008238303,"about_ca_system_score_gemma":0.03815753,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007428222,"about_ca_topic_score_gemma":0.01409433,"domain_scores_codex":[0.9791107,0.01154734,0.0004123585,0.001072041,0.002610474,0.005247152],"domain_scores_gemma":[0.9696004,0.01361712,0.001993077,0.002476678,0.002819872,0.009492957],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005542233,0.0001805596,0.002161185,0.001266766,0.00009166488,0.001032313,0.01662841,0.002226054,0.00123574,0.6462237,0.2081868,0.1207114],"study_design_scores_gemma":[0.00002964667,0.0001327024,0.001586141,0.00197879,0.00002374076,0.0003859411,0.02387474,0.001548123,0.0005161946,0.3564152,0.6134312,0.00007753659],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01293059,0.01470528,0.02462302,0.7690014,0.003895017,0.0004570517,0.0002467125,0.0002932407,0.1738477],"genre_scores_gemma":[0.7771283,0.03481999,0.05722288,0.09673592,0.004040437,0.001259758,0.0004253277,0.0003628571,0.02800442],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02902793,"threshold_uncertainty_score":0.1535162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9441455512918053,"score_gpt":0.5535189498013642,"score_spread":0.3906266014904411,"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."}}