{"id":"W6967734406","doi":"10.5281/zenodo.14331421","title":"FRONTIERS Stakeholder Analysis","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Climate Change Communication and Perception","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"European Commission","keywords":"Deliverable; European union; Stakeholder; Stakeholder engagement; Journalism; Identification (biology); Key (lock)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01322875,0.0006958615,0.0005703592,0.01078486,0.004689561,0.005323568,0.001648748,0.001224734,0.06329792],"category_scores_gemma":[0.02271411,0.0003219671,0.0009928826,0.01058838,0.001470701,0.004453951,0.005375732,0.001353391,0.00627014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009653399,"about_ca_system_score_gemma":0.01062971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01285247,"about_ca_topic_score_gemma":0.01060208,"domain_scores_codex":[0.9891981,0.004291919,0.0005330715,0.0008636195,0.003287745,0.001825372],"domain_scores_gemma":[0.9798757,0.00908018,0.0009578072,0.001288415,0.008039877,0.0007581107],"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":[0.0005091438,0.0002640206,0.03504955,0.003991077,0.0001057507,0.001805383,0.1411892,0.003781477,0.004531458,0.3586052,0.1298081,0.3203595],"study_design_scores_gemma":[0.00004154574,0.00009814158,0.02851376,0.001303461,0.00006804011,0.0004140422,0.1531039,0.003864924,0.003231762,0.05581759,0.7534623,0.00008036028],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1868357,0.001161571,0.0672276,0.00908007,0.0003286511,0.009325396,0.04243622,0.0006657956,0.6829389],"genre_scores_gemma":[0.7659897,0.001245791,0.06454664,0.001557856,0.0001325077,0.01258205,0.02912506,0.0007263682,0.124094],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06329792,"threshold_uncertainty_score":0.2117527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5156726706542895,"score_gpt":0.3994372400769327,"score_spread":0.1162354305773568,"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."}}