{"id":"W6968136893","doi":"10.5281/zenodo.14056179","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; Stakeholder engagement; Stakeholder; Journalism; Key (lock); Identification (biology)","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":[0.01262948,0.0007225877,0.0005199639,0.009320548,0.004617681,0.00573716,0.001563465,0.001256325,0.06612895],"category_scores_gemma":[0.02099757,0.0003092118,0.0009837253,0.008478863,0.001495483,0.004798516,0.005254535,0.001438562,0.006917501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009976621,"about_ca_system_score_gemma":0.01046518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01429045,"about_ca_topic_score_gemma":0.01059134,"domain_scores_codex":[0.9895476,0.003962369,0.0004676589,0.0008520346,0.003334683,0.001835618],"domain_scores_gemma":[0.9822763,0.007874428,0.0007700483,0.001229068,0.007138061,0.0007121274],"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":[0.0004022933,0.0002196007,0.02596967,0.002645426,0.00008912541,0.001536494,0.08675256,0.003906154,0.004143013,0.4686978,0.1279208,0.277717],"study_design_scores_gemma":[0.00003671191,0.00007908982,0.0206095,0.001043631,0.00005904079,0.000384554,0.1057198,0.004406195,0.003106083,0.06850048,0.7959818,0.00007314745],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.118815,0.0009448956,0.06795336,0.008895418,0.0003012635,0.006228602,0.0294114,0.0006646282,0.7667855],"genre_scores_gemma":[0.7446014,0.001199933,0.06656862,0.001800053,0.0001355979,0.009263911,0.02559995,0.000823279,0.1500072],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06612895,"threshold_uncertainty_score":0.2212234,"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."}}